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This is a demonstration of prototype 4 of the ‘financialDataAnalysis’ project.

There were quite a few changes made in this prototype. First of all, the website is now hosted online, meaning that you no longer have to download the package to use it: https://ashbythorpe.shinyapps.io/financialDataAnalysis/

Stock data

Some work was done to make the default stock data easier to use. A few unnecessary or non-useful columns were removed, and the columns were renamed to make it easier to understand what each one represents. The names of all the columns are now in snake case

default_stock_data
#>     symbol                                  company_name
#> 1      MMM                                        3M Co.
#> 2      AOS                              A.O. Smith Corp.
#> 3      ABT                           Abbott Laboratories
#> 4     ABBV                                    Abbvie Inc
#> 5     ABMD                                  Abiomed Inc.
#> 6      ACN                                 Accenture plc
#> 7     ATVI                       Activision Blizzard Inc
#> 8      ADM                    Archer Daniels Midland Co.
#> 9     ADBE                                     Adobe Inc
#> 10     ADP                Automatic Data Processing Inc.
#> 11     AAP                        Advance Auto Parts Inc
#> 12     AES                                     AES Corp.
#> 13     AFL                                    Aflac Inc.
#> 14       A                     Agilent Technologies Inc.
#> 15     APD                 Air Products & Chemicals Inc.
#> 16    AKAM                       Akamai Technologies Inc
#> 17     ALK                         Alaska Air Group Inc.
#> 18     ALB                               Albemarle Corp.
#> 19     ARE          Alexandria Real Estate Equities Inc.
#> 20    ALGN                        Align Technology, Inc.
#> 21    ALLE                                  Allegion plc
#> 22     LNT                          Alliant Energy Corp.
#> 23     ALL                           Allstate Corp (The)
#> 24   GOOGL                                  Alphabet Inc
#> 25      MO                             Altria Group Inc.
#> 26    AMZN                               Amazon.com Inc.
#> 27    AMCR                                     Amcor Plc
#> 28     AMD                   Advanced Micro Devices Inc.
#> 29     AEE                                  Ameren Corp.
#> 30     AAL                   American Airlines Group Inc
#> 31     AEP          American Electric Power Company Inc.
#> 32     AXP                          American Express Co.
#> 33     AIG              American International Group Inc
#> 34     AMT                          American Tower Corp.
#> 35     AWK                 American Water Works Co. Inc.
#> 36     AMP                      Ameriprise Financial Inc
#> 37     ABC                      Amerisource Bergen Corp.
#> 38     AME                                    Ametek Inc
#> 39    AMGN                                    AMGEN Inc.
#> 40     APH                                Amphenol Corp.
#> 41     ADI                           Analog Devices Inc.
#> 42    ANSS                                    Ansys Inc.
#> 43     APA                               APA Corporation
#> 44    AAPL                                     Apple Inc
#> 45    AMAT                        Applied Materials Inc.
#> 46    APTV                                     Aptiv PLC
#> 47    ANET                           Arista Networks Inc
#> 48     AJG                     Arthur J. Gallagher & Co.
#> 49     AIZ                                  Assurant Inc
#> 50       T                                    AT&T, Inc.
#> 51     ATO                            Atmos Energy Corp.
#> 52    ADSK                                 Autodesk Inc.
#> 53     AZO                                 Autozone Inc.
#> 54     AVB                    Avalonbay Communities Inc.
#> 55     AVY                          Avery Dennison Corp.
#> 56     BKR                               Baker Hughes Co
#> 57    BALL                                    Ball Corp.
#> 58     BAC                         Bank Of America Corp.
#> 59    BBWI                         Bath & Body Works Inc
#> 60     BAX                     Baxter International Inc.
#> 61     BDX                     Becton, Dickinson And Co.
#> 62     WRB                            W.R. Berkley Corp.
#> 63     BBY                             Best Buy Co. Inc.
#> 64     BIO                     Bio-Rad Laboratories Inc.
#> 65    TECH                               Bio-Techne Corp
#> 66    BIIB                                    Biogen Inc
#> 67     BLK                                Blackrock Inc.
#> 68      BK                  Bank Of New York Mellon Corp
#> 69      BA                                    Boeing Co.
#> 70    BKNG                          Booking Holdings Inc
#> 71     BWA                                BorgWarner Inc
#> 72     BXP                       Boston Properties, Inc.
#> 73     BSX                       Boston Scientific Corp.
#> 74     BMY                      Bristol-Myers Squibb Co.
#> 75    AVGO                                  Broadcom Inc
#> 76      BR          Broadridge Financial Solutions, Inc.
#> 77     BRO                           Brown & Brown, Inc.
#> 78    BF.B                            Brown-Forman Corp.
#> 79    CHRW                 C.H. Robinson Worldwide, Inc.
#> 80    CDNS                  Cadence Design Systems, Inc.
#> 81     CZR                     Caesars Entertainment Inc
#> 82     CPT                         Camden Property Trust
#> 83     CPB                             Campbell Soup Co.
#> 84     COF                   Capital One Financial Corp.
#> 85     CAH                         Cardinal Health, Inc.
#> 86     KMX                                    Carmax Inc
#> 87     CCL                                Carnival Corp.
#> 88    CARR                           Carrier Global Corp
#> 89    CTLT                                 Catalent Inc.
#> 90     CAT                              Caterpillar Inc.
#> 91    CBOE                      Cboe Global Markets Inc.
#> 92    CBRE                                CBRE Group Inc
#> 93     CDW                                      CDW Corp
#> 94      CE                                 Celanese Corp
#> 95     CNC                                 Centene Corp.
#> 96     CNP                       Centerpoint Energy Inc.
#> 97    CDAY                     Ceridian HCM Holding Inc.
#> 98      CF                    CF Industries Holdings Inc
#> 99     CRL Charles River Laboratories International Inc.
#> 100   SCHW                          Charles Schwab Corp.
#> 101   CHTR                   Charter Communications Inc.
#> 102    CVX                                 Chevron Corp.
#> 103    CMG                        Chipotle Mexican Grill
#> 104     CB                                 Chubb Limited
#> 105    CHD                     Church & Dwight Co., Inc.
#> 106     CI                                   Cigna Corp.
#> 107   CINF                    Cincinnati Financial Corp.
#> 108   CTAS                            Cintas Corporation
#> 109   CSCO                           Cisco Systems, Inc.
#> 110      C                                 Citigroup Inc
#> 111    CFG                  Citizens Financial Group Inc
#> 112   CTXS                          Citrix Systems, Inc.
#> 113    CLX                                    Clorox Co.
#> 114    CME                                 CME Group Inc
#> 115    CMS                        CMS Energy Corporation
#> 116     KO                                  Coca-Cola Co
#> 117   CTSH          Cognizant Technology Solutions Corp.
#> 118     CL                         Colgate-Palmolive Co.
#> 119  CMCSA                                  Comcast Corp
#> 120    CMA                                Comerica, Inc.
#> 121    CAG                            Conagra Brands Inc
#> 122    COP                               Conoco Phillips
#> 123     ED                     Consolidated Edison, Inc.
#> 124    STZ                      Constellation Brands Inc
#> 125    CEG              Constellation Energy Corporation
#> 126    COO                        Cooper Companies, Inc.
#> 127   CPRT                                  Copart, Inc.
#> 128    GLW                                 Corning, Inc.
#> 129   CTVA                                   Corteva Inc
#> 130   COST                         Costco Wholesale Corp
#> 131   CTRA                            Coterra Energy Inc
#> 132    CCI                              Crown Castle Inc
#> 133    CSX                                     CSX Corp.
#> 134    CMI                                  Cummins Inc.
#> 135    CVS                               CVS Health Corp
#> 136    DHI                              D.R. Horton Inc.
#> 137    DHR                                 Danaher Corp.
#> 138    DRI                      Darden Restaurants, Inc.
#> 139    DVA                                    DaVita Inc
#> 140     DE                                   Deere & Co.
#> 141    DAL                         Delta Air Lines, Inc.
#> 142   XRAY                           DENTSPLY Sirona Inc
#> 143    DVN                            Devon Energy Corp.
#> 144   DXCM                                    Dexcom Inc
#> 145   FANG                        Diamondback Energy Inc
#> 146    DLR                      Digital Realty Trust Inc
#> 147    DFS                   Discover Financial Services
#> 148   DISH                             Dish Network Corp
#> 149    DIS                          Walt Disney Co (The)
#> 150     DG                          Dollar General Corp.
#> 151   DLTR                               Dollar Tree Inc
#> 152      D                           Dominion Energy Inc
#> 153    DPZ                             Dominos Pizza Inc
#> 154    DOV                                   Dover Corp.
#> 155    DOW                                       Dow Inc
#> 156    DTE                                DTE Energy Co.
#> 157    DUK                             Duke Energy Corp.
#> 158    DRE                              Duke Realty Corp
#> 159     DD                         DuPont de Nemours Inc
#> 160    DXC                             DXC Technology Co
#> 161    EMN                           Eastman Chemical Co
#> 162    ETN                         Eaton Corporation plc
#> 163   EBAY                                     EBay Inc.
#> 164    ECL                                  Ecolab, Inc.
#> 165    EIX                          Edison International
#> 166     EW                     Edwards Lifesciences Corp
#> 167     EA                         Electronic Arts, Inc.
#> 168    ELV                           Elevance Health Inc
#> 169    LLY                               Lilly(Eli) & Co
#> 170    EMR                          Emerson Electric Co.
#> 171   ENPH                            Enphase Energy Inc
#> 172    ETR                                 Entergy Corp.
#> 173    EOG                           EOG Resources, Inc.
#> 174   EPAM                              EPAM Systems Inc
#> 175    EFX                                 Equifax, Inc.
#> 176   EQIX                                   Equinix Inc
#> 177    EQR           Equity Residential Properties Trust
#> 178    ESS                    Essex Property Trust, Inc.
#> 179     EL                       Estee Lauder Cos., Inc.
#> 180   ETSY                                      Etsy Inc
#> 181     RE                          Everest Re Group Ltd
#> 182   EVRG                                    Evergy Inc
#> 183     ES                             Eversource Energy
#> 184    EXC                                  Exelon Corp.
#> 185   EXPE                             Expedia Group Inc
#> 186   EXPD  Expeditors International Of Washington, Inc.
#> 187    EXR                      Extra Space Storage Inc.
#> 188    XOM                             Exxon Mobil Corp.
#> 189   FFIV                                        F5 Inc
#> 190    FDS                 Factset Research Systems Inc.
#> 191   FAST                                  Fastenal Co.
#> 192    FRT              Federal Realty Investment Trust.
#> 193    FDX                                    Fedex Corp
#> 194   FITB                           Fifth Third Bancorp
#> 195    FRC                           First Republic Bank
#> 196     FE                             Firstenergy Corp.
#> 197    FIS  Fidelity National Information Services, Inc.
#> 198   FISV                                  Fiserv, Inc.
#> 199    FLT                     Fleetcor Technologies Inc
#> 200    FMC                                     FMC Corp.
#> 201      F                                Ford Motor Co.
#> 202   FTNT                                  Fortinet Inc
#> 203    FTV                                  Fortive Corp
#> 204   FBHS            Fortune Brands Home & Security Inc
#> 205   FOXA                               Fox Corporation
#> 206    BEN                      Franklin Resources, Inc.
#> 207    FCX                          Freeport-McMoRan Inc
#> 208   GRMN                                    Garmin Ltd
#> 209     IT                                 Gartner, Inc.
#> 210   GNRC                          Generac Holdings Inc
#> 211     GD                        General Dynamics Corp.
#> 212     GE                          General Electric Co.
#> 213    GIS                           General Mills, Inc.
#> 214     GM                        General Motors Company
#> 215    GPC                             Genuine Parts Co.
#> 216   GILD                         Gilead Sciences, Inc.
#> 217     GL                                Globe Life Inc
#> 218    GPN                         Global Payments, Inc.
#> 219     GS                     Goldman Sachs Group, Inc.
#> 220    HAL                               Halliburton Co.
#> 221    HIG        Hartford Financial Services Group Inc.
#> 222    HAS                                  Hasbro, Inc.
#> 223    HCA                            HCA Healthcare Inc
#> 224   PEAK                     Healthpeak Properties Inc
#> 225   HSIC                             Henry Schein Inc.
#> 226    HSY                               Hershey Company
#> 227    HES                              Hess Corporation
#> 228    HPE                 Hewlett Packard Enterprise Co
#> 229    HLT                 Hilton Worldwide Holdings Inc
#> 230   HOLX                                 Hologic, Inc.
#> 231     HD                              Home Depot, Inc.
#> 232    HON                   Honeywell International Inc
#> 233    HRL                            Hormel Foods Corp.
#> 234    HST                     Host Hotels & Resorts Inc
#> 235    HWM                          Howmet Aerospace Inc
#> 236    HPQ                                        HP Inc
#> 237    HUM                                   Humana Inc.
#> 238   HBAN                   Huntington Bancshares, Inc.
#> 239    HII             Huntington Ingalls Industries Inc
#> 240    IBM         International Business Machines Corp.
#> 241    IEX                              Idex Corporation
#> 242   IDXX                      Idexx Laboratories, Inc.
#> 243    ITW                     Illinois Tool Works, Inc.
#> 244   ILMN                                  Illumina Inc
#> 245   INCY                                  Incyte Corp.
#> 246     IR                            Ingersoll-Rand Inc
#> 247   INTC                                   Intel Corp.
#> 248    ICE                 Intercontinental Exchange Inc
#> 249     IP                       International Paper Co.
#> 250    IPG               Interpublic Group Of Cos., Inc.
#> 251    IFF       International Flavors & Fragrances Inc.
#> 252   INTU                                    Intuit Inc
#> 253   ISRG                        Intuitive Surgical Inc
#> 254    IVZ                                   Invesco Ltd
#> 255    IQV                            IQVIA Holdings Inc
#> 256    IRM                            Iron Mountain Inc.
#> 257   JBHT            J.B. Hunt Transport Services, Inc.
#> 258   JKHY                 Jack Henry & Associates, Inc.
#> 259      J                Jacobs Engineering Group, Inc.
#> 260    JNJ                             Johnson & Johnson
#> 261    JCI            Johnson Controls International plc
#> 262    JPM                          JPMorgan Chase & Co.
#> 263   JNPR                          Juniper Networks Inc
#> 264      K                                    Kellogg Co
#> 265    KDP                          Keurig Dr Pepper Inc
#> 266    KEY                                       Keycorp
#> 267   KEYS                     Keysight Technologies Inc
#> 268    KMB                          Kimberly-Clark Corp.
#> 269    KIM                            Kimco Realty Corp.
#> 270    KMI                             Kinder Morgan Inc
#> 271   KLAC                                     KLA Corp.
#> 272    KHC                                Kraft Heinz Co
#> 273     KR                                    Kroger Co.
#> 274    LHX                     L3Harris Technologies Inc
#> 275     LH          Laboratory Corp. Of America Holdings
#> 276   LRCX                            Lam Research Corp.
#> 277     LW                      Lamb Weston Holdings Inc
#> 278    LVS                          Las Vegas Sands Corp
#> 279   LDOS                           Leidos Holdings Inc
#> 280    LEN                                  Lennar Corp.
#> 281    LNC                        Lincoln National Corp.
#> 282    LIN                                     Linde Plc
#> 283    LYV                 Live Nation Entertainment Inc
#> 284    LKQ                                      LKQ Corp
#> 285    LMT                         Lockheed Martin Corp.
#> 286      L                                   Loews Corp.
#> 287    LOW                             Lowe`s Cos., Inc.
#> 288   LUMN                        Lumen Technologies Inc
#> 289    LYB                  LyondellBasell Industries NV
#> 290    MTB                               M & T Bank Corp
#> 291    MRO                      Marathon Oil Corporation
#> 292    MPC                       Marathon Petroleum Corp
#> 293   MKTX                     MarketAxess Holdings Inc.
#> 294    MAR                  Marriott International, Inc.
#> 295    MMC                   Marsh & McLennan Cos., Inc.
#> 296    MLM               Martin Marietta Materials, Inc.
#> 297    MAS                                   Masco Corp.
#> 298     MA                       Mastercard Incorporated
#> 299   MTCH                              Match Group Inc.
#> 300    MKC                         McCormick & Co., Inc.
#> 301    MCD                               McDonald`s Corp
#> 302    MCK                          Mckesson Corporation
#> 303    MDT                                 Medtronic Plc
#> 304    MRK                                Merck & Co Inc
#> 305   META                            Meta Platforms Inc
#> 306    MET                                   Metlife Inc
#> 307    MTD            Mettler-Toledo International, Inc.
#> 308    MGM                     MGM Resorts International
#> 309   MCHP                    Microchip Technology, Inc.
#> 310     MU                        Micron Technology Inc.
#> 311   MSFT                         Microsoft Corporation
#> 312    MAA       Mid-America Apartment Communities, Inc.
#> 313   MRNA                                   Moderna Inc
#> 314    MHK                       Mohawk Industries, Inc.
#> 315    MOH                         Molina Healthcare Inc
#> 316    TAP                 Molson Coors Beverage Company
#> 317   MDLZ                   Mondelez International Inc.
#> 318   MPWR                   Monolithic Power System Inc
#> 319   MNST                        Monster Beverage Corp.
#> 320    MCO                                 Moody`s Corp.
#> 321     MS                                Morgan Stanley
#> 322    MOS                                Mosaic Company
#> 323    MSI                        Motorola Solutions Inc
#> 324   MSCI                                      MSCI Inc
#> 325   NDAQ                                    Nasdaq Inc
#> 326   NTAP                                    Netapp Inc
#> 327   NFLX                                  Netflix Inc.
#> 328    NWL                             Newell Brands Inc
#> 329    NEM                                  Newmont Corp
#> 330   NWSA                                     News Corp
#> 331    NEE                            NextEra Energy Inc
#> 332   NLSN                          Nielsen Holdings plc
#> 333    NKE                                    Nike, Inc.
#> 334     NI                                  NiSource Inc
#> 335   NDSN                                 Nordson Corp.
#> 336    NSC                        Norfolk Southern Corp.
#> 337   NTRS                          Northern Trust Corp.
#> 338    NOC                        Northrop Grumman Corp.
#> 339   NLOK                            NortonLifeLock Inc
#> 340   NCLH            Norwegian Cruise Line Holdings Ltd
#> 341    NRG                               NRG Energy Inc.
#> 342    NUE                                   Nucor Corp.
#> 343   NVDA                                   NVIDIA Corp
#> 344    NVR                                      NVR Inc.
#> 345   NXPI                         NXP Semiconductors NV
#> 346   ORLY                     O`Reilly Automotive, Inc.
#> 347    OXY                    Occidental Petroleum Corp.
#> 348   ODFL               Old Dominion Freight Line, Inc.
#> 349    OMC                           Omnicom Group, Inc.
#> 350     ON                        ON Semiconductor Corp.
#> 351    OKE                                    Oneok Inc.
#> 352   ORCL                                  Oracle Corp.
#> 353    OGN                                 Organon & Co.
#> 354   OTIS                           Otis Worldwide Corp
#> 355   PCAR                                   Paccar Inc.
#> 356    PKG                     Packaging Corp Of America
#> 357   PARA                              Paramount Global
#> 358     PH                         Parker-Hannifin Corp.
#> 359   PAYX                                  Paychex Inc.
#> 360   PAYC                           Paycom Software Inc
#> 361   PYPL                           PayPal Holdings Inc
#> 362   PENN                        PENN Entertainment Inc
#> 363    PNR                                   Pentair plc
#> 364    PEP                                   PepsiCo Inc
#> 365    PKI                             Perkinelmer, Inc.
#> 366    PFE                                   Pfizer Inc.
#> 367     PM               Philip Morris International Inc
#> 368    PSX                                   Phillips 66
#> 369    PNW                   Pinnacle West Capital Corp.
#> 370    PXD                 Pioneer Natural Resources Co.
#> 371    PNC              PNC Financial Services Group Inc
#> 372   POOL                              Pool Corporation
#> 373    PPG                          PPG Industries, Inc.
#> 374    PPL                                      PPL Corp
#> 375    PFG                 Principal Financial Group Inc
#> 376     PG                          Procter & Gamble Co.
#> 377    PGR                             Progressive Corp.
#> 378    PLD                                  Prologis Inc
#> 379    PRU                     Prudential Financial Inc.
#> 380    PEG          Public Service Enterprise Group Inc.
#> 381    PTC                                       PTC Inc
#> 382    PSA                                Public Storage
#> 383    PHM                                PulteGroup Inc
#> 384    PVH                                      PVH Corp
#> 385   QRVO                                     Qorvo Inc
#> 386    PWR                         Quanta Services, Inc.
#> 387   QCOM                                Qualcomm, Inc.
#> 388    DGX                       Quest Diagnostics, Inc.
#> 389     RL                             Ralph Lauren Corp
#> 390    RJF                 Raymond James Financial, Inc.
#> 391    RTX             Raytheon Technologies Corporation
#> 392      O                           Realty Income Corp.
#> 393    REG                   Regency Centers Corporation
#> 394   REGN               Regeneron Pharmaceuticals, Inc.
#> 395     RF                       Regions Financial Corp.
#> 396    RSG                       Republic Services, Inc.
#> 397    RMD                                   Resmed Inc.
#> 398    RHI                Robert Half International Inc.
#> 399    ROK                       Rockwell Automation Inc
#> 400    ROL                                 Rollins, Inc.
#> 401    ROP                        Roper Technologies Inc
#> 402   ROST                             Ross Stores, Inc.
#> 403    RCL                         Royal Caribbean Group
#> 404   SPGI                                S&P Global Inc
#> 405    CRM                                Salesforce Inc
#> 406   SBAC                       SBA Communications Corp
#> 407    SLB                             Schlumberger Ltd.
#> 408    STX               Seagate Technology Holdings Plc
#> 409    SEE                              Sealed Air Corp.
#> 410    SRE                                 Sempra Energy
#> 411    NOW                                ServiceNow Inc
#> 412    SHW                          Sherwin-Williams Co.
#> 413   SBNY                                Signature Bank
#> 414    SPG                    Simon Property Group, Inc.
#> 415   SWKS                      Skyworks Solutions, Inc.
#> 416    SJM                              J.M. Smucker Co.
#> 417    SNA                                 Snap-on, Inc.
#> 418   SEDG                    Solaredge Technologies Inc
#> 419     SO                              Southern Company
#> 420    LUV                         Southwest Airlines Co
#> 421    SWK                    Stanley Black & Decker Inc
#> 422   SBUX                               Starbucks Corp.
#> 423    STT                            State Street Corp.
#> 424    STE                                    Steris Plc
#> 425    SYK                                 Stryker Corp.
#> 426   SIVB                           SVB Financial Group
#> 427    SYF                           Synchrony Financial
#> 428   SNPS                                Synopsys, Inc.
#> 429    SYY                                   Sysco Corp.
#> 430   TMUS                               T-Mobile US Inc
#> 431   TTWO           Take-Two Interactive Software, Inc.
#> 432    TPR                                  Tapestry Inc
#> 433    TGT                                   Target Corp
#> 434    TEL                           TE Connectivity Ltd
#> 435    TDY                     Teledyne Technologies Inc
#> 436    TFX                         Teleflex Incorporated
#> 437    TER                                Teradyne, Inc.
#> 438   TSLA                                     Tesla Inc
#> 439    TXN                        Texas Instruments Inc.
#> 440    TXT                                  Textron Inc.
#> 441    TMO                 Thermo Fisher Scientific Inc.
#> 442    TJX                           TJX Companies, Inc.
#> 443   TSCO                            Tractor Supply Co.
#> 444     TT                        Trane Technologies plc
#> 445    TDG                  Transdigm Group Incorporated
#> 446    TRV                      Travelers Companies Inc.
#> 447   TRMB                                   Trimble Inc
#> 448    TFC                  Truist Financial Corporation
#> 449   TWTR                                   Twitter Inc
#> 450    TYL                      Tyler Technologies, Inc.
#> 451    TSN                             Tyson Foods, Inc.
#> 452    USB                                 U.S. Bancorp.
#> 453    UDR                                       UDR Inc
#> 454   ULTA                               Ulta Beauty Inc
#> 455    UNP                           Union Pacific Corp.
#> 456    UAL                  United Airlines Holdings Inc
#> 457    UPS                   United Parcel Service, Inc.
#> 458    URI                          United Rentals, Inc.
#> 459    UNH                        Unitedhealth Group Inc
#> 460    UHS               Universal Health Services, Inc.
#> 461    VLO                           Valero Energy Corp.
#> 462    VTR                                    Ventas Inc
#> 463   VRSN                                 Verisign Inc.
#> 464   VRSK                          Verisk Analytics Inc
#> 465     VZ                    Verizon Communications Inc
#> 466   VRTX                  Vertex Pharmaceuticals, Inc.
#> 467    VFC                                      VF Corp.
#> 468   VTRS                                   Viatris Inc
#> 469   VICI                           VICI Properties Inc
#> 470      V                                      Visa Inc
#> 471    VNO                          Vornado Realty Trust
#> 472    VMC                           Vulcan Materials Co
#> 473    WAB      Westinghouse Air Brake Technologies Corp
#> 474    WBA                  Walgreens Boots Alliance Inc
#> 475    WMT                                   Walmart Inc
#> 476    WBD                    Warner Bros. Discovery Inc
#> 477     WM                        Waste Management, Inc.
#> 478    WAT                                  Waters Corp.
#> 479    WEC                          WEC Energy Group Inc
#> 480    WFC                             Wells Fargo & Co.
#> 481   WELL                                Welltower Inc.
#> 482    WST            West Pharmaceutical Services, Inc.
#> 483    WDC                         Western Digital Corp.
#> 484    WRK                                   WestRock Co
#> 485     WY                              Weyerhaeuser Co.
#> 486    WHR                               Whirlpool Corp.
#> 487    WMB                              Williams Cos Inc
#> 488    WTW        Willis Towers Watson Public Limited Co
#> 489    GWW                            W.W. Grainger Inc.
#> 490   WYNN                             Wynn Resorts Ltd.
#> 491    XEL                             Xcel Energy, Inc.
#> 492    XYL                                     Xylem Inc
#> 493    YUM                               Yum Brands Inc.
#> 494   ZBRA                      Zebra Technologies Corp.
#> 495    ZBH                    Zimmer Biomet Holdings Inc
#> 496   ZION                      Zions Bancorporation N.A
#> 497    ZTS                                    Zoetis Inc
#>                            exchange
#> 1      NEW YORK STOCK EXCHANGE INC.
#> 2      NEW YORK STOCK EXCHANGE INC.
#> 3      NEW YORK STOCK EXCHANGE INC.
#> 4      NEW YORK STOCK EXCHANGE INC.
#> 5                            NASDAQ
#> 6      NEW YORK STOCK EXCHANGE INC.
#> 7                            NASDAQ
#> 8      NEW YORK STOCK EXCHANGE INC.
#> 9                            NASDAQ
#> 10                           NASDAQ
#> 11     NEW YORK STOCK EXCHANGE INC.
#> 12     NEW YORK STOCK EXCHANGE INC.
#> 13     NEW YORK STOCK EXCHANGE INC.
#> 14     NEW YORK STOCK EXCHANGE INC.
#> 15     NEW YORK STOCK EXCHANGE INC.
#> 16                           NASDAQ
#> 17     NEW YORK STOCK EXCHANGE INC.
#> 18     NEW YORK STOCK EXCHANGE INC.
#> 19     NEW YORK STOCK EXCHANGE INC.
#> 20                           NASDAQ
#> 21     NEW YORK STOCK EXCHANGE INC.
#> 22                           NASDAQ
#> 23     NEW YORK STOCK EXCHANGE INC.
#> 24                           NASDAQ
#> 25     NEW YORK STOCK EXCHANGE INC.
#> 26                           NASDAQ
#> 27     NEW YORK STOCK EXCHANGE INC.
#> 28                           NASDAQ
#> 29     NEW YORK STOCK EXCHANGE INC.
#> 30                           NASDAQ
#> 31                           NASDAQ
#> 32     NEW YORK STOCK EXCHANGE INC.
#> 33     NEW YORK STOCK EXCHANGE INC.
#> 34     NEW YORK STOCK EXCHANGE INC.
#> 35     NEW YORK STOCK EXCHANGE INC.
#> 36     NEW YORK STOCK EXCHANGE INC.
#> 37     NEW YORK STOCK EXCHANGE INC.
#> 38     NEW YORK STOCK EXCHANGE INC.
#> 39                           NASDAQ
#> 40     NEW YORK STOCK EXCHANGE INC.
#> 41                           NASDAQ
#> 42                           NASDAQ
#> 43                           NASDAQ
#> 44                           NASDAQ
#> 45                           NASDAQ
#> 46     NEW YORK STOCK EXCHANGE INC.
#> 47     NEW YORK STOCK EXCHANGE INC.
#> 48     NEW YORK STOCK EXCHANGE INC.
#> 49     NEW YORK STOCK EXCHANGE INC.
#> 50     NEW YORK STOCK EXCHANGE INC.
#> 51     NEW YORK STOCK EXCHANGE INC.
#> 52                           NASDAQ
#> 53     NEW YORK STOCK EXCHANGE INC.
#> 54     NEW YORK STOCK EXCHANGE INC.
#> 55     NEW YORK STOCK EXCHANGE INC.
#> 56                           NASDAQ
#> 57     NEW YORK STOCK EXCHANGE INC.
#> 58     NEW YORK STOCK EXCHANGE INC.
#> 59     NEW YORK STOCK EXCHANGE INC.
#> 60     NEW YORK STOCK EXCHANGE INC.
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#> 62     NEW YORK STOCK EXCHANGE INC.
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#> 64     NEW YORK STOCK EXCHANGE INC.
#> 65                           NASDAQ
#> 66                           NASDAQ
#> 67     NEW YORK STOCK EXCHANGE INC.
#> 68     NEW YORK STOCK EXCHANGE INC.
#> 69     NEW YORK STOCK EXCHANGE INC.
#> 70                           NASDAQ
#> 71     NEW YORK STOCK EXCHANGE INC.
#> 72     NEW YORK STOCK EXCHANGE INC.
#> 73     NEW YORK STOCK EXCHANGE INC.
#> 74     NEW YORK STOCK EXCHANGE INC.
#> 75                           NASDAQ
#> 76     NEW YORK STOCK EXCHANGE INC.
#> 77     NEW YORK STOCK EXCHANGE INC.
#> 78     NEW YORK STOCK EXCHANGE INC.
#> 79                           NASDAQ
#> 80                           NASDAQ
#> 81                           NASDAQ
#> 82     NEW YORK STOCK EXCHANGE INC.
#> 83     NEW YORK STOCK EXCHANGE INC.
#> 84     NEW YORK STOCK EXCHANGE INC.
#> 85     NEW YORK STOCK EXCHANGE INC.
#> 86     NEW YORK STOCK EXCHANGE INC.
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#> 88     NEW YORK STOCK EXCHANGE INC.
#> 89     NEW YORK STOCK EXCHANGE INC.
#> 90     NEW YORK STOCK EXCHANGE INC.
#> 91  CBOE BZX U.S. EQUITIES EXCHANGE
#> 92     NEW YORK STOCK EXCHANGE INC.
#> 93                           NASDAQ
#> 94     NEW YORK STOCK EXCHANGE INC.
#> 95     NEW YORK STOCK EXCHANGE INC.
#> 96     NEW YORK STOCK EXCHANGE INC.
#> 97     NEW YORK STOCK EXCHANGE INC.
#> 98     NEW YORK STOCK EXCHANGE INC.
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#> 100    NEW YORK STOCK EXCHANGE INC.
#> 101                          NASDAQ
#> 102    NEW YORK STOCK EXCHANGE INC.
#> 103    NEW YORK STOCK EXCHANGE INC.
#> 104    NEW YORK STOCK EXCHANGE INC.
#> 105    NEW YORK STOCK EXCHANGE INC.
#> 106    NEW YORK STOCK EXCHANGE INC.
#> 107                          NASDAQ
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#> 110    NEW YORK STOCK EXCHANGE INC.
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#> 113    NEW YORK STOCK EXCHANGE INC.
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#> 120    NEW YORK STOCK EXCHANGE INC.
#> 121    NEW YORK STOCK EXCHANGE INC.
#> 122    NEW YORK STOCK EXCHANGE INC.
#> 123    NEW YORK STOCK EXCHANGE INC.
#> 124    NEW YORK STOCK EXCHANGE INC.
#> 125                          NASDAQ
#> 126    NEW YORK STOCK EXCHANGE INC.
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#> 129    NEW YORK STOCK EXCHANGE INC.
#> 130                          NASDAQ
#> 131    NEW YORK STOCK EXCHANGE INC.
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#> 134    NEW YORK STOCK EXCHANGE INC.
#> 135    NEW YORK STOCK EXCHANGE INC.
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#> 140    NEW YORK STOCK EXCHANGE INC.
#> 141    NEW YORK STOCK EXCHANGE INC.
#> 142                          NASDAQ
#> 143    NEW YORK STOCK EXCHANGE INC.
#> 144                          NASDAQ
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#> 147    NEW YORK STOCK EXCHANGE INC.
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#> 149    NEW YORK STOCK EXCHANGE INC.
#> 150    NEW YORK STOCK EXCHANGE INC.
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#> 152    NEW YORK STOCK EXCHANGE INC.
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#> 154    NEW YORK STOCK EXCHANGE INC.
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#> 156    NEW YORK STOCK EXCHANGE INC.
#> 157    NEW YORK STOCK EXCHANGE INC.
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#> 163                          NASDAQ
#> 164    NEW YORK STOCK EXCHANGE INC.
#> 165    NEW YORK STOCK EXCHANGE INC.
#> 166    NEW YORK STOCK EXCHANGE INC.
#> 167                          NASDAQ
#> 168    NEW YORK STOCK EXCHANGE INC.
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#> 170    NEW YORK STOCK EXCHANGE INC.
#> 171                          NASDAQ
#> 172    NEW YORK STOCK EXCHANGE INC.
#> 173    NEW YORK STOCK EXCHANGE INC.
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#> 175    NEW YORK STOCK EXCHANGE INC.
#> 176                          NASDAQ
#> 177    NEW YORK STOCK EXCHANGE INC.
#> 178    NEW YORK STOCK EXCHANGE INC.
#> 179    NEW YORK STOCK EXCHANGE INC.
#> 180                          NASDAQ
#> 181    NEW YORK STOCK EXCHANGE INC.
#> 182    NEW YORK STOCK EXCHANGE INC.
#> 183    NEW YORK STOCK EXCHANGE INC.
#> 184                          NASDAQ
#> 185                          NASDAQ
#> 186                          NASDAQ
#> 187    NEW YORK STOCK EXCHANGE INC.
#> 188    NEW YORK STOCK EXCHANGE INC.
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#> 190    NEW YORK STOCK EXCHANGE INC.
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#> 195    NEW YORK STOCK EXCHANGE INC.
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#> 201    NEW YORK STOCK EXCHANGE INC.
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#> 203    NEW YORK STOCK EXCHANGE INC.
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#> 205                          NASDAQ
#> 206    NEW YORK STOCK EXCHANGE INC.
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#> 216                          NASDAQ
#> 217    NEW YORK STOCK EXCHANGE INC.
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#> 222                          NASDAQ
#> 223    NEW YORK STOCK EXCHANGE INC.
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#> 225                          NASDAQ
#> 226    NEW YORK STOCK EXCHANGE INC.
#> 227    NEW YORK STOCK EXCHANGE INC.
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#> 229    NEW YORK STOCK EXCHANGE INC.
#> 230                          NASDAQ
#> 231    NEW YORK STOCK EXCHANGE INC.
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#> 233    NEW YORK STOCK EXCHANGE INC.
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#> 238                          NASDAQ
#> 239    NEW YORK STOCK EXCHANGE INC.
#> 240    NEW YORK STOCK EXCHANGE INC.
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#> 242                          NASDAQ
#> 243    NEW YORK STOCK EXCHANGE INC.
#> 244                          NASDAQ
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#> 246    NEW YORK STOCK EXCHANGE INC.
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#> 248    NEW YORK STOCK EXCHANGE INC.
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#> 252                          NASDAQ
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#> 257                          NASDAQ
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#> 265                          NASDAQ
#> 266    NEW YORK STOCK EXCHANGE INC.
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#> 271                          NASDAQ
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#> 284                          NASDAQ
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#> 293                          NASDAQ
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#> 299                          NASDAQ
#> 300    NEW YORK STOCK EXCHANGE INC.
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#> 305                          NASDAQ
#> 306    NEW YORK STOCK EXCHANGE INC.
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#> 317                          NASDAQ
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#> 320    NEW YORK STOCK EXCHANGE INC.
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#> 325                          NASDAQ
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#> 329    NEW YORK STOCK EXCHANGE INC.
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#> 355                          NASDAQ
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#> 357                          NASDAQ
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#> 365    NEW YORK STOCK EXCHANGE INC.
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#> 372                          NASDAQ
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#> 375                          NASDAQ
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#> 380    NEW YORK STOCK EXCHANGE INC.
#> 381                          NASDAQ
#> 382    NEW YORK STOCK EXCHANGE INC.
#> 383    NEW YORK STOCK EXCHANGE INC.
#> 384    NEW YORK STOCK EXCHANGE INC.
#> 385                          NASDAQ
#> 386    NEW YORK STOCK EXCHANGE INC.
#> 387                          NASDAQ
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#> 390    NEW YORK STOCK EXCHANGE INC.
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#> 393                          NASDAQ
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#> 400    NEW YORK STOCK EXCHANGE INC.
#> 401    NEW YORK STOCK EXCHANGE INC.
#> 402                          NASDAQ
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#> 406                          NASDAQ
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#> 422                          NASDAQ
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#> 426                          NASDAQ
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#> 437                          NASDAQ
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#> 454                          NASDAQ
#> 455    NEW YORK STOCK EXCHANGE INC.
#> 456                          NASDAQ
#> 457    NEW YORK STOCK EXCHANGE INC.
#> 458    NEW YORK STOCK EXCHANGE INC.
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#> 460    NEW YORK STOCK EXCHANGE INC.
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#> 462    NEW YORK STOCK EXCHANGE INC.
#> 463                          NASDAQ
#> 464                          NASDAQ
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#> 466                          NASDAQ
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#> 474                          NASDAQ
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#> 483                          NASDAQ
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#>                                                                                                                    industry
#> 1                                                                                        Offices of Bank Holding Companies 
#> 2                                                               Heating Equipment (except Warm Air Furnaces) Manufacturing 
#> 3                                                                                 Pharmaceutical Preparation Manufacturing 
#> 4                                                                                 Pharmaceutical Preparation Manufacturing 
#> 5                                                                            Surgical and Medical Instrument Manufacturing 
#> 6                                                                            Data Processing, Hosting, and Related Services
#> 7                                                                                                       Software Publishers
#> 8                                                                                                            Flour Milling 
#> 9                                                                                                       Software Publishers
#> 10                                                                           Data Processing, Hosting, and Related Services
#> 11                                                                                                         New Car Dealers 
#> 12                                                                                          Hydroelectric Power Generation 
#> 13                                                                                          Direct Life Insurance Carriers 
#> 14                                                                                                     Testing Laboratories
#> 15                                                                                             Industrial Gas Manufacturing
#> 16                                                                                                      Software Publishers
#> 17                                                                                  Scheduled Passenger Air Transportation 
#> 18                                                                               Plastics Material and Resin Manufacturing 
#> 19                                                                                                Other Financial Vehicles 
#> 20                                                                           Surgical and Medical Instrument Manufacturing 
#> 21                                                                                     Security Guards and Patrol Services 
#> 22                                                                                       Nuclear Electric Power Generation 
#> 23                                                                         Direct Property and Casualty Insurance Carriers 
#> 24                                                                                            All Other Telecommunications 
#> 25                                                                                                   Tobacco Manufacturing 
#> 26                                                                               Electronic Shopping and Mail-Order Houses 
#> 27                                                                                                                     <NA>
#> 28                                                                          Semiconductor and Related Device Manufacturing 
#> 29                                                                                         Other Electric Power Generation 
#> 30                                                                                  Scheduled Passenger Air Transportation 
#> 31                                                                                       Nuclear Electric Power Generation 
#> 32                                                                       Other Activities Related to Credit Intermediation 
#> 33                                                               Third Party Administration of Insurance and Pension Funds 
#> 34                                                                                                Other Financial Vehicles 
#> 35                                                                                     Water Supply and Irrigation Systems 
#> 36                                                                                       Securities and Commodity Exchanges
#> 37                                               Medical, Dental, and Hospital Equipment and Supplies Merchant Wholesalers 
#> 38                                                                                       Motor and Generator Manufacturing 
#> 39                                                                    Biological Product (except Diagnostic) Manufacturing 
#> 40                                                                                      Electronic Connector Manufacturing 
#> 41                                                                          Semiconductor and Related Device Manufacturing 
#> 42                                                                                                      Software Publishers
#> 43                                                                              Crude Petroleum and Natural Gas Extraction 
#> 44                                                                                       Electronic Computer Manufacturing 
#> 45                                                                          Semiconductor and Related Device Manufacturing 
#> 46                                                             Motor Vehicle Gasoline Engine and Engine Parts Manufacturing
#> 47                                                                                    Custom Computer Programming Services 
#> 48                                                                                       Insurance Agencies and Brokerages 
#> 49                                                               Third Party Administration of Insurance and Pension Funds 
#> 50                                                                                            Telecommunications Resellers 
#> 51                                                                                                Natural Gas Distribution 
#> 52                                                                                                      Software Publishers
#> 53                                                                                                         New Car Dealers 
#> 54                                                                                                Other Financial Vehicles 
#> 55                                                                     Paper Bag and Coated and Treated Paper Manufacturing
#> 56                                                                 Oil and Gas Field Machinery and Equipment Manufacturing 
#> 57                                                                                                 Metal Can Manufacturing 
#> 58                                                                                                      Commercial Banking 
#> 59                                                                                                   Men's Clothing Stores 
#> 60                                                                           Surgical and Medical Instrument Manufacturing 
#> 61                                                                           Surgical and Medical Instrument Manufacturing 
#> 62                                                                         Direct Property and Casualty Insurance Carriers 
#> 63                                                                                              Household Appliance Stores 
#> 64                                                                          Analytical Laboratory Instrument Manufacturing 
#> 65                                                                    Biological Product (except Diagnostic) Manufacturing 
#> 66                                                                    Biological Product (except Diagnostic) Manufacturing 
#> 67                                                                                       Securities and Commodity Exchanges
#> 68                                                                                       Securities and Commodity Exchanges
#> 69                                                                                     Small Arms Ammunition Manufacturing 
#> 70                                                                                                   Tobacco Manufacturing 
#> 71                                                             Motor Vehicle Gasoline Engine and Engine Parts Manufacturing
#> 72                                                                                                Other Financial Vehicles 
#> 73                                                                           Surgical and Medical Instrument Manufacturing 
#> 74                                                                                Pharmaceutical Preparation Manufacturing 
#> 75                                                                          Semiconductor and Related Device Manufacturing 
#> 76                                                                           Data Processing, Hosting, and Related Services
#> 77                                                                                       Insurance Agencies and Brokerages 
#> 78                                                                                                                Wineries 
#> 79                                                                                                           Postal Service
#> 80                                                                                                      Software Publishers
#> 81                                                                                           Casinos (except Casino Hotels)
#> 82                                                                                                Other Financial Vehicles 
#> 83                                                                                             Fruit and Vegetable Canning 
#> 84                                                                                                     Credit Card Issuing 
#> 85                                               Medical, Dental, and Hospital Equipment and Supplies Merchant Wholesalers 
#> 86                                                                                                        Used Car Dealers 
#> 87                                                                                                           Tour Operators
#> 88     Air-Conditioning and Warm Air Heating Equipment and Commercial and Industrial Refrigeration Equipment Manufacturing 
#> 89                                                                                Pharmaceutical Preparation Manufacturing 
#> 90                                                                                           Heavy Duty Truck Manufacturing
#> 91                                                                                       Securities and Commodity Exchanges
#> 92                                                                                Offices of Real Estate Agents and Brokers
#> 93                                                                                 Business to Business Electronic Markets 
#> 94                                                                          All Other Basic Organic Chemical Manufacturing 
#> 95                                                                            Direct Health and Medical Insurance Carriers 
#> 96                                                                                                Natural Gas Distribution 
#> 97                                                                                                        Payroll Services 
#> 98                                                                                    Nitrogenous Fertilizer Manufacturing 
#> 99                                                                               Research and Development in Biotechnology 
#> 100                                                                              Investment Banking and Securities Dealing 
#> 101                                                                                Cable and Other Subscription Programming
#> 102                                                                                                    Petroleum Refineries
#> 103                                                                                                Food Service Contractors
#> 104                                                                        Direct Property and Casualty Insurance Carriers 
#> 105                                                                                 Soap and Other Detergent Manufacturing 
#> 106                                                                           Direct Health and Medical Insurance Carriers 
#> 107                                                                        Direct Property and Casualty Insurance Carriers 
#> 108                                                                                                        Fire Protection 
#> 109                                                                                       Telephone Apparatus Manufacturing
#> 110                                                                                                     Commercial Banking 
#> 111                                                                                                     Commercial Banking 
#> 112                                                                                                     Software Publishers
#> 113                                                                         Polish and Other Sanitation Good Manufacturing 
#> 114                                                                                      Securities and Commodity Exchanges
#> 115                                                                                        Other Electric Power Generation 
#> 116                                                                                               Soft Drink Manufacturing 
#> 117                                                                          Data Processing, Hosting, and Related Services
#> 118                                                                                 Soap and Other Detergent Manufacturing 
#> 119                                                                                            Satellite Telecommunications
#> 120                                                                                                     Commercial Banking 
#> 121                                                                             All Other Miscellaneous Food Manufacturing 
#> 122                                                                                                    Petroleum Refineries
#> 123                                                                                        Other Electric Power Generation 
#> 124                                                                                                               Wineries 
#> 125                                                                                      Nuclear Electric Power Generation 
#> 126                                                                          Surgical and Medical Instrument Manufacturing 
#> 127                                                                                                       Used Car Dealers 
#> 128                                                                              Bare Printed Circuit Board Manufacturing  
#> 129                                                                                   Nitrogenous Fertilizer Manufacturing 
#> 130                                                                                   All Other General Merchandise Stores 
#> 131                                                                             Crude Petroleum and Natural Gas Extraction 
#> 132                                                                                               Other Financial Vehicles 
#> 133                                                                                                    Line-Haul Railroads 
#> 134                                                                                   Other Engine Equipment Manufacturing 
#> 135                                                                                             Pharmacies and Drug Stores 
#> 136                                                                                                 Residential Remodelers 
#> 137 Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables 
#> 138                                                                                                Food Service Contractors
#> 139                                                                                                Kidney Dialysis Centers 
#> 140                                                                             Farm Machinery and Equipment Manufacturing 
#> 141                                                                                 Scheduled Passenger Air Transportation 
#> 142                                                                            Dental Equipment and Supplies Manufacturing 
#> 143                                                                             Crude Petroleum and Natural Gas Extraction 
#> 144                                                                          Surgical and Medical Instrument Manufacturing 
#> 145                                                                             Crude Petroleum and Natural Gas Extraction 
#> 146                                                                                               Other Financial Vehicles 
#> 147                                                                                                    Credit Card Issuing 
#> 148                                                                                            Satellite Telecommunications
#> 149                                                                                                                    <NA>
#> 150                                                                                   All Other General Merchandise Stores 
#> 151                                                                                   All Other General Merchandise Stores 
#> 152                                                                                         Hydroelectric Power Generation 
#> 153                                                                                                Food Service Contractors
#> 154                                                                Oil and Gas Field Machinery and Equipment Manufacturing 
#> 155                                                                           Other Chemical and Fertilizer Mineral Mining 
#> 156                                                                                         Hydroelectric Power Generation 
#> 157                                                                                      Nuclear Electric Power Generation 
#> 158                                                                                               Other Financial Vehicles 
#> 159                                                                              Plastics Material and Resin Manufacturing 
#> 160                                                                                       Computer Systems Design Services 
#> 161                                                                              Plastics Material and Resin Manufacturing 
#> 162                                                          Other Commercial and Service Industry Machinery Manufacturing 
#> 163                                                                                                     Software Publishers
#> 164                                                                         Polish and Other Sanitation Good Manufacturing 
#> 165                                                                                      Nuclear Electric Power Generation 
#> 166                                                                          Surgical and Medical Instrument Manufacturing 
#> 167                                                                                                     Software Publishers
#> 168                                                                           Direct Health and Medical Insurance Carriers 
#> 169                                                                               Pharmaceutical Preparation Manufacturing 
#> 170 Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables 
#> 171                                                                         Semiconductor and Related Device Manufacturing 
#> 172                                                                                      Nuclear Electric Power Generation 
#> 173                                                                             Crude Petroleum and Natural Gas Extraction 
#> 174                                                                                   Custom Computer Programming Services 
#> 175                                                                                          All Other Information Services
#> 176                                                                               Trust, Fiduciary, and Custody Activities 
#> 177                                                                                               Other Financial Vehicles 
#> 178                                                                                               Other Financial Vehicles 
#> 179                                                 All Other Miscellaneous Chemical Product and Preparation Manufacturing 
#> 180                                                                                                  Tobacco Manufacturing 
#> 181                                                                                                   Reinsurance Carriers 
#> 182                                                                           Electric Bulk Power Transmission and Control 
#> 183                                                                                      Nuclear Electric Power Generation 
#> 184                                                                                      Nuclear Electric Power Generation 
#> 185                                                                                                         Travel Agencies
#> 186                                                                                                          Postal Service
#> 187                                                                                               Other Financial Vehicles 
#> 188                                                                                                    Petroleum Refineries
#> 189                                                                                   Custom Computer Programming Services 
#> 190                                                                          Data Processing, Hosting, and Related Services
#> 191                                                                                Industrial Supplies Merchant Wholesalers
#> 192                                                                                                                    <NA>
#> 193                                                                                  Couriers and Express Delivery Services
#> 194                                                                                                     Commercial Banking 
#> 195                                                                                                     Commercial Banking 
#> 196                                                                                      Nuclear Electric Power Generation 
#> 197                                                                          Data Processing, Hosting, and Related Services
#> 198                                                                          Data Processing, Hosting, and Related Services
#> 199                                                                          Data Processing, Hosting, and Related Services
#> 200                                                                 Pesticide and Other Agricultural Chemical Manufacturing
#> 201                                                                                               Automobile Manufacturing 
#> 202                                                                          Data Processing, Hosting, and Related Services
#> 203                                                                                                 Iron and Steel Forging 
#> 204                                                                  Nonupholstered Wood Household Furniture Manufacturing 
#> 205                                                                                                 Television Broadcasting
#> 206                                                                                      Securities and Commodity Exchanges
#> 207                                                                                  Copper, Nickel, Lead, and Zinc Mining 
#> 208                Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing 
#> 209                                                                          Data Processing, Hosting, and Related Services
#> 210                                                                                      Motor and Generator Manufacturing 
#> 211                Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing 
#> 212                                                                         Aircraft Engine and Engine Parts Manufacturing 
#> 213                                                                                          Breakfast Cereal Manufacturing
#> 214                                                                                               Automobile Manufacturing 
#> 215                                                                Automobile and Other Motor Vehicle Merchant Wholesalers 
#> 216                                                                   Biological Product (except Diagnostic) Manufacturing 
#> 217                                                                                         Direct Life Insurance Carriers 
#> 218                                                                          Data Processing, Hosting, and Related Services
#> 219                                                                              Investment Banking and Securities Dealing 
#> 220                                                                          Support Activities for Oil and Gas Operations 
#> 221                                                              Third Party Administration of Insurance and Pension Funds 
#> 222                                                                               Sporting and Athletic Goods Manufacturing
#> 223                                                                                 General Medical and Surgical Hospitals 
#> 224                                                                                               Other Financial Vehicles 
#> 225                                              Medical, Dental, and Hospital Equipment and Supplies Merchant Wholesalers 
#> 226                                                             Chocolate and Confectionery Manufacturing from Cacao Beans 
#> 227                                                                                                    Petroleum Refineries
#> 228                                                                                  Computer Storage Device Manufacturing 
#> 229                                                                               Hotels (except Casino Hotels) and Motels 
#> 230                                                                                    Irradiation Apparatus Manufacturing 
#> 231                                                                                                           Home Centers 
#> 232                                                                         Aircraft Engine and Engine Parts Manufacturing 
#> 233                                                                                   Animal (except Poultry) Slaughtering 
#> 234                                                                                               Other Financial Vehicles 
#> 235                                                                       Alumina Refining and Primary Aluminum Production 
#> 236                                                Computer Terminal and Other Computer Peripheral Equipment Manufacturing 
#> 237                                                                                               Home Health Care Services
#> 238                                                                                                     Commercial Banking 
#> 239                                                                                            Ship Building and Repairing 
#> 240                                                                                       Computer Systems Design Services 
#> 241                                                                               Pump and Pumping Equipment Manufacturing 
#> 242                                                                          Surgical and Medical Instrument Manufacturing 
#> 243                                                        All Other Miscellaneous General Purpose Machinery Manufacturing 
#> 244                                                                         Analytical Laboratory Instrument Manufacturing 
#> 245                        Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology) 
#> 246                                                                                   Air and Gas Compressor Manufacturing 
#> 247                                                                         Semiconductor and Related Device Manufacturing 
#> 248                                                                                      Securities and Commodity Exchanges
#> 249                                                                           Corrugated and Solid Fiber Box Manufacturing 
#> 250                                                                                                    Advertising Agencies
#> 251                                                                         All Other Basic Organic Chemical Manufacturing 
#> 252                                                                                                     Software Publishers
#> 253                                                                          Surgical and Medical Instrument Manufacturing 
#> 254                                                                                      Securities and Commodity Exchanges
#> 255                                                                Offices of All Other Miscellaneous Health Practitioners 
#> 256                                                                                   Custom Computer Programming Services 
#> 257                                                                                        General Freight Trucking, Local 
#> 258                                                                                       Computer Systems Design Services 
#> 259                                                                                                    Engineering Services
#> 260                                                                               Pharmaceutical Preparation Manufacturing 
#> 261    Air-Conditioning and Warm Air Heating Equipment and Commercial and Industrial Refrigeration Equipment Manufacturing 
#> 262                                                                                                     Commercial Banking 
#> 263                                                                                       Telephone Apparatus Manufacturing
#> 264                                                                                          Breakfast Cereal Manufacturing
#> 265                                                                                               Soft Drink Manufacturing 
#> 266                                                                                                     Commercial Banking 
#> 267 Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables 
#> 268                                                                                   Sanitary Paper Product Manufacturing 
#> 269                                                                                               Other Financial Vehicles 
#> 270                                                                                    Pipeline Transportation of Crude Oil
#> 271                                                                              Optical Instrument and Lens Manufacturing 
#> 272                                                                                            Fruit and Vegetable Canning 
#> 273                                                             Supermarkets and Other Grocery (except Convenience) Stores 
#> 274                Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing 
#> 275                                                                                                    Dental Laboratories 
#> 276                                                                         Semiconductor and Related Device Manufacturing 
#> 277                                                                       Frozen Fruit, Juice, and Vegetable Manufacturing 
#> 278                                                                                          Casinos (except Casino Hotels)
#> 279                                                                                       Computer Systems Design Services 
#> 280                                                                                          New Housing For-Sale Builders 
#> 281                                                                                         Direct Life Insurance Carriers 
#> 282                                                                                                                    <NA>
#> 283                                                                                                    Advertising Agencies
#> 284                                                                                       Motor Vehicle Body Manufacturing 
#> 285                                                                         Guided Missile and Space Vehicle Manufacturing 
#> 286                                                              Third Party Administration of Insurance and Pension Funds 
#> 287                                                                                                           Home Centers 
#> 288                                                                                           Telecommunications Resellers 
#> 289                                                 All Other Miscellaneous Chemical Product and Preparation Manufacturing 
#> 290                                                                                                     Commercial Banking 
#> 291                                                                             Crude Petroleum and Natural Gas Extraction 
#> 292                                                                                                    Petroleum Refineries
#> 293                                                                                                   Securities Brokerage 
#> 294                                                                                                         Travel Agencies
#> 295                                                                                      Insurance Agencies and Brokerages 
#> 296                                                                      Crushed and Broken Limestone Mining and Quarrying 
#> 297                                                                       Wood Kitchen Cabinet and Countertop Manufacturing
#> 298                                                                          Data Processing, Hosting, and Related Services
#> 299                                                                          Data Processing, Hosting, and Related Services
#> 300                                                                             All Other Miscellaneous Food Manufacturing 
#> 301                                                                                                Food Service Contractors
#> 302                                              Medical, Dental, and Hospital Equipment and Supplies Merchant Wholesalers 
#> 303                                                                          Surgical and Medical Instrument Manufacturing 
#> 304                                                                               Pharmaceutical Preparation Manufacturing 
#> 305                                                                          Data Processing, Hosting, and Related Services
#> 306                                                                                         Direct Life Insurance Carriers 
#> 307                                                                         Analytical Laboratory Instrument Manufacturing 
#> 308                                                                                          Casinos (except Casino Hotels)
#> 309                                                                         Semiconductor and Related Device Manufacturing 
#> 310                                                                         Semiconductor and Related Device Manufacturing 
#> 311                                                                          Data Processing, Hosting, and Related Services
#> 312                                                                                               Other Financial Vehicles 
#> 313                                                                   Biological Product (except Diagnostic) Manufacturing 
#> 314                                                                                                    Carpet and Rug Mills
#> 315                                                                           Direct Health and Medical Insurance Carriers 
#> 316                                                                                                               Breweries
#> 317                                                                                         Other Snack Food Manufacturing 
#> 318                                                                         Semiconductor and Related Device Manufacturing 
#> 319                                                                                               Soft Drink Manufacturing 
#> 320                                                                                                          Credit Bureaus
#> 321                                                                              Investment Banking and Securities Dealing 
#> 322                                                                                    Phosphatic Fertilizer Manufacturing 
#> 323                                   Radio and Television Broadcasting and Wireless Communications Equipment Manufacturing
#> 324                                                                          Miscellaneous Financial Investment Activities 
#> 325                                                                                      Securities and Commodity Exchanges
#> 326                                                                                  Computer Storage Device Manufacturing 
#> 327                                                             Internet Publishing and Broadcasting and Web Search Portals
#> 328                                                                                                      Sign Manufacturing
#> 329                                                                                                        Gold Ore Mining 
#> 330                                                                                                 Television Broadcasting
#> 331                                                                                      Nuclear Electric Power Generation 
#> 332                                                                                                       Payroll Services 
#> 333                                                                                                 Footwear Manufacturing 
#> 334                                                                                         Hydroelectric Power Generation 
#> 335                                                             Heating Equipment (except Warm Air Furnaces) Manufacturing 
#> 336                                                                                                    Line-Haul Railroads 
#> 337                                                                                      Securities and Commodity Exchanges
#> 338                Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing 
#> 339                                                                          Data Processing, Hosting, and Related Services
#> 340                                                                                      Deep Sea Passenger Transportation 
#> 341                                                                                         Hydroelectric Power Generation 
#> 342                                                                      Iron and Steel Mills and Ferroalloy Manufacturing 
#> 343                                                                         Semiconductor and Related Device Manufacturing 
#> 344                                                      New Single-Family Housing Construction (except For-Sale Builders) 
#> 345                                                                         Semiconductor and Related Device Manufacturing 
#> 346                                                                                                        New Car Dealers 
#> 347                                                                             Crude Petroleum and Natural Gas Extraction 
#> 348                                                                                        General Freight Trucking, Local 
#> 349                                                                                                    Advertising Agencies
#> 350                                                                         Semiconductor and Related Device Manufacturing 
#> 351                                                                                    Pipeline Transportation of Crude Oil
#> 352                                                                          Data Processing, Hosting, and Related Services
#> 353                                                                               Pharmaceutical Preparation Manufacturing 
#> 354                                                                                                 Iron and Steel Forging 
#> 355                                                                                          Heavy Duty Truck Manufacturing
#> 356                                                                           Corrugated and Solid Fiber Box Manufacturing 
#> 357                                                                                                 Television Broadcasting
#> 358                                                             Other Aircraft Parts and Auxiliary Equipment Manufacturing 
#> 359                                                                                                       Payroll Services 
#> 360                                                                                                     Software Publishers
#> 361                                                                          Data Processing, Hosting, and Related Services
#> 362                                                                                          Casinos (except Casino Hotels)
#> 363                                                                       Fluid Power Valve and Hose Fitting Manufacturing 
#> 364                                                                                               Soft Drink Manufacturing 
#> 365                                                                         Analytical Laboratory Instrument Manufacturing 
#> 366                                                                               Pharmaceutical Preparation Manufacturing 
#> 367                                                                                                  Tobacco Manufacturing 
#> 368                                                                                                    Petroleum Refineries
#> 369                                                                                      Nuclear Electric Power Generation 
#> 370                                                                             Crude Petroleum and Natural Gas Extraction 
#> 371                                                                                                     Commercial Banking 
#> 372                                                      Sporting and Recreational Goods and Supplies Merchant Wholesalers 
#> 373                                                                                         Paint and Coating Manufacturing
#> 374                                                                                      Nuclear Electric Power Generation 
#> 375                                                                                         Direct Life Insurance Carriers 
#> 376                                                                                 Soap and Other Detergent Manufacturing 
#> 377                                                                        Direct Property and Casualty Insurance Carriers 
#> 378                                                                                               Other Financial Vehicles 
#> 379                                                                                         Direct Life Insurance Carriers 
#> 380                                                                           Electric Bulk Power Transmission and Control 
#> 381                                                                                                     Software Publishers
#> 382                                                                                               Other Financial Vehicles 
#> 383                                                      New Single-Family Housing Construction (except For-Sale Builders) 
#> 384                                                                          All Other Miscellaneous Textile Product Mills 
#> 385                                                                         Semiconductor and Related Device Manufacturing 
#> 386                                                        Electrical Contractors and Other Wiring Installation Contractors
#> 387                                   Radio and Television Broadcasting and Wireless Communications Equipment Manufacturing
#> 388                                                                                                    Dental Laboratories 
#> 389                                        Women's, Children's, and Infants' Clothing and Accessories Merchant Wholesalers 
#> 390                                                                              Investment Banking and Securities Dealing 
#> 391                                                                         Aircraft Engine and Engine Parts Manufacturing 
#> 392                                                                                               Other Financial Vehicles 
#> 393                                                                                               Other Financial Vehicles 
#> 394                                                                               Pharmaceutical Preparation Manufacturing 
#> 395                                                                                                     Commercial Banking 
#> 396                                                                                             Facilities Support Services
#> 397                                                                          Surgical and Medical Instrument Manufacturing 
#> 398                                                                                    Human Resources Consulting Services 
#> 399                                                                              Optical Instrument and Lens Manufacturing 
#> 400                                                                                 Exterminating and Pest Control Services
#> 401 Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables 
#> 402                                                                                                 Family Clothing Stores 
#> 403                                                                                      Deep Sea Passenger Transportation 
#> 404                                                                                                      Investment Advice 
#> 405                                                                                                     Software Publishers
#> 406                                                                                           All Other Telecommunications 
#> 407                                                                          Support Activities for Oil and Gas Operations 
#> 408                                                                                  Computer Storage Device Manufacturing 
#> 409                                                                    Paper Bag and Coated and Treated Paper Manufacturing
#> 410                                                                                               Natural Gas Distribution 
#> 411                                                                          Data Processing, Hosting, and Related Services
#> 412                                                                                         Paint and Coating Manufacturing
#> 413                                                                                                     Commercial Banking 
#> 414                                                                                               Other Financial Vehicles 
#> 415                                                                         Semiconductor and Related Device Manufacturing 
#> 416                                                                                            Fruit and Vegetable Canning 
#> 417                                                      Other Automotive Mechanical and Electrical Repair and Maintenance 
#> 418                                                                         Semiconductor and Related Device Manufacturing 
#> 419                                                                                      Nuclear Electric Power Generation 
#> 420                                                                                 Scheduled Passenger Air Transportation 
#> 421                                                                                   Saw Blade and Handtool Manufacturing 
#> 422                                                                                           Coffee and Tea Manufacturing 
#> 423                                                                                      Securities and Commodity Exchanges
#> 424                                                                          Surgical and Medical Instrument Manufacturing 
#> 425                                                                          Surgical and Medical Instrument Manufacturing 
#> 426                                                                                                     Commercial Banking 
#> 427                                                                          All Other Nondepository Credit Intermediation 
#> 428                                                                                                     Software Publishers
#> 429                                                             Supermarkets and Other Grocery (except Convenience) Stores 
#> 430                                                                 Wireless Telecommunications Carriers (except Satellite)
#> 431                                                                                                     Software Publishers
#> 432                                                                                Women's Handbag and Purse Manufacturing 
#> 433                                                                                   All Other General Merchandise Stores 
#> 434                                                                                      Electronic Computer Manufacturing 
#> 435                Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing 
#> 436                                                                          Surgical and Medical Instrument Manufacturing 
#> 437                                  Instrument Manufacturing for Measuring and Testing Electricity and Electrical Signals 
#> 438                                                                                               Automobile Manufacturing 
#> 439                                                                         Semiconductor and Related Device Manufacturing 
#> 440                                                                                                 Aircraft Manufacturing 
#> 441                                                                                                    Testing Laboratories
#> 442                                                                                                 Family Clothing Stores 
#> 443                                                                                     Farm Supplies Merchant Wholesalers 
#> 444                           Automatic Environmental Control Manufacturing for Residential, Commercial, and Appliance Use 
#> 445                                                                                    Small Arms Ammunition Manufacturing 
#> 446                                                                        Direct Property and Casualty Insurance Carriers 
#> 447                                                          Electromedical and Electrotherapeutic Apparatus Manufacturing 
#> 448                                                                                                     Commercial Banking 
#> 449                                                                                                     Software Publishers
#> 450                                                                                                     Software Publishers
#> 451                                                                                         Dog and Cat Food Manufacturing 
#> 452                                                                                                     Commercial Banking 
#> 453                                                                                               Other Financial Vehicles 
#> 454                                                                                                          Beauty Salons 
#> 455                                                                                                    Line-Haul Railroads 
#> 456                                                                                 Scheduled Passenger Air Transportation 
#> 457                                                                                  Couriers and Express Delivery Services
#> 458                                                                                                  General Rental Centers
#> 459                                                                           Direct Health and Medical Insurance Carriers 
#> 460                                                                                 General Medical and Surgical Hospitals 
#> 461                                                                                                    Petroleum Refineries
#> 462                                                                                               Other Financial Vehicles 
#> 463                                                                                   Custom Computer Programming Services 
#> 464                                                                          Data Processing, Hosting, and Related Services
#> 465                                                                                           Telecommunications Resellers 
#> 466                                                                               Pharmaceutical Preparation Manufacturing 
#> 467                                                                    Apparel Accessories and Other Apparel Manufacturing 
#> 468                                                                                                      Investment Advice 
#> 469                                                                                  Lessors of Other Real Estate Property 
#> 470                                                                          Data Processing, Hosting, and Related Services
#> 471                                                                                               Other Financial Vehicles 
#> 472                                                                    Other Crushed and Broken Stone Mining and Quarrying 
#> 473                                                                                          Heavy Duty Truck Manufacturing
#> 474                                                                                             Pharmacies and Drug Stores 
#> 475                                                                                   All Other General Merchandise Stores 
#> 476                                                                                                         Radio Networks 
#> 477                                                                                             Facilities Support Services
#> 478                                                                         Analytical Laboratory Instrument Manufacturing 
#> 479                                                                                        Other Electric Power Generation 
#> 480                                                                                                     Commercial Banking 
#> 481                                                                                                                    <NA>
#> 482                                                                                                   Medical Laboratories 
#> 483                                                                                  Computer Storage Device Manufacturing 
#> 484                                                                           Corrugated and Solid Fiber Box Manufacturing 
#> 485                                                                                               Other Financial Vehicles 
#> 486                                                                                 Audio and Video Equipment Manufacturing
#> 487                                                                                  Pipeline Transportation of Natural Gas
#> 488                                                                                      Insurance Agencies and Brokerages 
#> 489                                                                Industrial Machinery and Equipment Merchant Wholesalers 
#> 490                                                                                          Casinos (except Casino Hotels)
#> 491                                                                                      Nuclear Electric Power Generation 
#> 492                                                                               Pump and Pumping Equipment Manufacturing 
#> 493                                                                                                Food Service Contractors
#> 494                                                Computer Terminal and Other Computer Peripheral Equipment Manufacturing 
#> 495                                                                          Surgical and Medical Instrument Manufacturing 
#> 496                                                                                                     Commercial Banking 
#> 497                                                                               Pharmaceutical Preparation Manufacturing 
#>                                     website
#> 1                                www.3m.com
#> 2                           www.aosmith.com
#> 3                            www.abbott.com
#> 4                            www.abbvie.com
#> 5                           www.abiomed.com
#> 6                         www.accenture.com
#> 7                www.activisionblizzard.com
#> 8                               www.adm.com
#> 9                             www.adobe.com
#> 10                              www.adp.com
#> 11                 www.advanceautoparts.com
#> 12                     https://www.aes.com/
#> 13                            www.aflac.com
#> 14                          www.agilent.com
#> 15                      www.airproducts.com
#> 16                           www.akamai.com
#> 17                        www.alaskaair.com
#> 18                        www.albemarle.com
#> 19                              www.are.com
#> 20                        www.aligntech.com
#> 21                         www.allegion.com
#> 22           https://www.alliantenergy.com/
#> 23                         www.allstate.com
#> 24                                  abc.xyz
#> 25                  https://www.altria.com/
#> 26                          aboutamazon.com
#> 27                            www.amcor.com
#> 28                              www.amd.com
#> 29                           www.ameren.com
#> 30                               www.aa.com
#> 31                      http://www.aep.com/
#> 32                  www.americanexpress.com
#> 33                              www.aig.com
#> 34                    www.americantower.com
#> 35                          www.amwater.com
#> 36                       www.ameriprise.com
#> 37                www.amerisourcebergen.com
#> 38                           www.ametek.com
#> 39                            www.amgen.com
#> 40                         www.amphenol.com
#> 41                           www.analog.com
#> 42                            www.ansys.com
#> 43                              apacorp.com
#> 44                   https://www.apple.com/
#> 45                 www.appliedmaterials.com
#> 46                                aptiv.com
#> 47                           www.arista.com
#> 48                              www.ajg.com
#> 49                         www.assurant.com
#> 50                              www.att.com
#> 51                      www.atmosenergy.com
#> 52                         www.autodesk.com
#> 53                         www.autozone.com
#> 54                www.avaloncommunities.com
#> 55                    www.averydennison.com
#> 56                      www.bakerhughes.com
#> 57                             www.ball.com
#> 58                    www.bankofamerica.com
#> 59                           www.bbwinc.com
#> 60                           www.baxter.com
#> 61                               www.bd.com
#> 62                             www.wrbc.com
#> 63                          www.bestbuy.com
#> 64                          www.bio-rad.com
#> 65                       www.bio-techne.com
#> 66                           www.biogen.com
#> 67                        www.blackrock.com
#> 68                        www.bnymellon.com
#> 69                           www.boeing.com
#> 70                  www.bookingholdings.com
#> 71                       www.borgwarner.com
#> 72                 www.bostonproperties.com
#> 73                 www.bostonscientific.com
#> 74                              www.bms.com
#> 75                         www.broadcom.com
#> 76                       www.broadridge.com
#> 77                      www.bbinsurance.com
#> 78                     www.brown-forman.com
#> 79                       www.chrobinson.com
#> 80                          www.cadence.com
#> 81                          www.caesars.com
#> 82                     www.camdenliving.com
#> 83                     www.campbellsoup.com
#> 84                       www.capitalone.com
#> 85                   www.cardinalhealth.com
#> 86                           www.carmax.com
#> 87                     www.carnivalcorp.com
#> 88                          www.ccs.utc.com
#> 89                         www.catalent.com
#> 90                              www.cat.com
#> 91                             www.cboe.com
#> 92                             www.cbre.com
#> 93                              www.cdw.com
#> 94                         www.celanese.com
#> 95                          www.centene.com
#> 96                www.centerpointenergy.com
#> 97                         www.ceridian.com
#> 98                     www.cfindustries.com
#> 99                           www.criver.com
#> 100                          www.schwab.com
#> 101                         www.charter.com
#> 102                         www.chevron.com
#> 103                        www.chipotle.com
#> 104                           www.chubb.com
#> 105                    www.churchdwight.com
#> 106                           www.cigna.com
#> 107                          www.cinfin.com
#> 108                          www.cintas.com
#> 109                           www.cisco.com
#> 110                       www.citigroup.com
#> 111                    www.citizensbank.com
#> 112                          www.citrix.com
#> 113                www.thecloroxcompany.com
#> 114                        www.cmegroup.com
#> 115                       www.cmsenergy.com
#> 116                www.coca-colacompany.com
#> 117                       www.cognizant.com
#> 118                www.colgatepalmolive.com
#> 119                   corporate.comcast.com
#> 120                        www.comerica.com
#> 121                   www.conagrabrands.com
#> 122                  www.conocophillips.com
#> 123                       www.conedison.com
#> 124                         www.cbrands.com
#> 125                                    <NA>
#> 126                       www.coopercos.com
#> 127                          www.copart.com
#> 128                         www.corning.com
#> 129                         www.corteva.com
#> 130                 https://www.costco.com/
#> 131                             coterra.com
#> 132                     www.crowncastle.com
#> 133                             www.csx.com
#> 134                         www.cummins.com
#> 135                       www.cvshealth.com
#> 136                        www.drhorton.com
#> 137                         www.danaher.com
#> 138                          www.darden.com
#> 139                          www.davita.com
#> 140                           www.deere.com
#> 141                           www.delta.com
#> 142                  www.dentsplysirona.com
#> 143                     www.devonenergy.com
#> 144                          www.dexcom.com
#> 145               www.diamondbackenergy.com
#> 146                   www.digitalrealty.com
#> 147               www.discoverfinancial.com
#> 148                            www.dish.com
#> 149                thewaltdisneycompany.com
#> 150                   www.dollargeneral.com
#> 151                          dollartree.com
#> 152                  www.dominionenergy.com
#> 153                         www.dominos.com
#> 154                www.dovercorporation.com
#> 155                             www.dow.com
#> 156                       www.dteenergy.com
#> 157                     www.duke-energy.com
#> 158                      www.dukerealty.com
#> 159                          www.dupont.com
#> 160                      www.dxc.technology
#> 161                         www.eastman.com
#> 162                           www.eaton.com
#> 163                            www.ebay.com
#> 164                          www.ecolab.com
#> 165                          www.edison.com
#> 166                         www.edwards.com
#> 167                              www.ea.com
#> 168                       www.antheminc.com
#> 169                           www.lilly.com
#> 170                         www.emerson.com
#> 171                             enphase.com
#> 172                         www.entergy.com
#> 173                    www.eogresources.com
#> 174                            www.epam.com
#> 175                         www.equifax.com
#> 176                         www.equinix.com
#> 177                www.equityapartments.com
#> 178             www.essexapartmenthomes.com
#> 179                     www.elcompanies.com
#> 180                            www.etsy.com
#> 181                       www.everestre.com
#> 182                       www.evergyinc.com
#> 183                      www.eversource.com
#> 184                      www.exeloncorp.com
#> 185                    www.expediagroup.com
#> 186                      www.expeditors.com
#> 187                      www.extraspace.com
#> 188                      www.exxonmobil.com
#> 189                     https://www.f5.com/
#> 190                         www.factset.com
#> 191                        www.fastenal.com
#> 192                   www.federalrealty.com
#> 193                           www.fedex.com
#> 194                              www.53.com
#> 195                   www.firstrepublic.com
#> 196                 www.firstenergycorp.com
#> 197                       www.fisglobal.com
#> 198                          www.fiserv.com
#> 199                        www.fleetcor.com
#> 200                             www.fmc.com
#> 201                      corporate.ford.com
#> 202                        www.fortinet.com
#> 203                         www.fortive.com
#> 204                            www.fbhs.com
#> 205                  www.foxcorporation.com
#> 206               www.franklinresources.com
#> 207                             www.fcx.com
#> 208                          www.garmin.com
#> 209                         www.gartner.com
#> 210                         www.generac.com
#> 211                 www.generaldynamics.com
#> 212                              www.ge.com
#> 213                    www.generalmills.com
#> 214                              www.gm.com
#> 215                           www.genpt.com
#> 216                          www.gilead.com
#> 217              www.globelifeinsurance.com
#> 218               www.globalpaymentsinc.com
#> 219                              www.gs.com
#> 220                     www.halliburton.com
#> 221                     www.thehartford.com
#> 222                          www.hasbro.com
#> 223                   www.hcahealthcare.com
#> 224                      www.healthpeak.com
#> 225                     www.henryschein.com
#> 226              www.thehersheycompany.com/
#> 227                   https://www.hess.com/
#> 228               http://investors.hpe.com/
#> 229                 www.hiltonworldwide.com
#> 230                         www.hologic.com
#> 231                       www.homedepot.com
#> 232              https://www.honeywell.com/
#> 233                     www.hormelfoods.com
#> 234             https://www.hosthotels.com/
#> 235                          www.howmet.com
#> 236                              www.hp.com
#> 237                          www.humana.com
#> 238                      www.huntington.com
#> 239               www.huntingtoningalls.com
#> 240                    https://www.ibm.com/
#> 241                        www.idexcorp.com
#> 242                           www.idexx.com
#> 243                             www.itw.com
#> 244                        www.illumina.com
#> 245                          www.incyte.com
#> 246                            www.irco.com
#> 247                           www.intel.com
#> 248                          www.theice.com
#> 249              www.internationalpaper.com
#> 250                     www.interpublic.com
#> 251                             www.iff.com
#> 252                          www.intuit.com
#> 253               www.intuitivesurgical.com
#> 254                         www.invesco.com
#> 255                           www.iqvia.com
#> 256                    www.ironmountain.com
#> 257                          www.jbhunt.com
#> 258                       www.jackhenry.com
#> 259                          www.jacobs.com
#> 260                             www.jnj.com
#> 261                 www.johnsoncontrols.com
#> 262                   www.jpmorganchase.com
#> 263                         www.juniper.net
#> 264                  www.kelloggcompany.com
#> 265                  www.keurigdrpepper.com
#> 266                             www.key.com
#> 267                        www.keysight.com
#> 268                  www.kimberly-clark.com
#> 269                     www.kimcorealty.com
#> 270                    www.kindermorgan.com
#> 271                      www.kla-tencor.com
#> 272               www.kraftheinzcompany.com
#> 273                          www.kroger.com
#> 274                        www.l3harris.com
#> 275                         www.labcorp.com
#> 276                     www.lamresearch.com
#> 277                      www.lambweston.com
#> 278                           www.sands.com
#> 279                          www.leidos.com
#> 280                          www.lennar.com
#> 281                             www.lfg.com
#> 282                        www.lindeplc.com
#> 283         www.livenationentertainment.com
#> 284                         www.lkqcorp.com
#> 285                  www.lockheedmartin.com
#> 286                           www.loews.com
#> 287                           www.lowes.com
#> 288                           www.lumen.com
#> 289                  www.lyondellbasell.com
#> 290                             www.mtb.com
#> 291            https://www.marathonoil.com/
#> 292               www.marathonpetroleum.com
#> 293                     www.marketaxess.com
#> 294                        www.marriott.com
#> 295                             www.mmc.com
#> 296                  www.martinmarietta.com
#> 297                           www.masco.com
#> 298                      www.mastercard.com
#> 299                                mtch.com
#> 300            www.mccormickcorporation.com
#> 301                  www.aboutmcdonalds.com
#> 302                        www.mckesson.com
#> 303                       www.medtronic.com
#> 304                           www.merck.com
#> 305                      about.facebook.com
#> 306                         www.metlife.com
#> 307                              www.mt.com
#> 308                      www.mgmresorts.com
#> 309                       www.microchip.com
#> 310                          www.micron.com
#> 311                       www.microsoft.com
#> 312                            www.maac.net
#> 313                       www.modernatx.com
#> 314                       www.mohawkind.com
#> 315                www.molinahealthcare.com
#> 316                     www.molsoncoors.com
#> 317           www.mondelezinternational.com
#> 318                 www.monolithicpower.com
#> 319                      monsterbevcorp.com
#> 320                          www.moodys.com
#> 321                   www.morganstanley.com
#> 322                        www.mosaicco.com
#> 323               www.motorolasolutions.com
#> 324                       www.mscibarra.com
#> 325                          www.nasdaq.com
#> 326                  http://www.netapp.com/
#> 327                         www.netflix.com
#> 328                    www.newellbrands.com
#> 329                         www.newmont.com
#> 330                            newscorp.com
#> 331                   www.nexteraenergy.com
#> 332                         www.nielsen.com
#> 333                            www.nike.com
#> 334                        www.nisource.com
#> 335                         www.nordson.com
#> 336                          www.nscorp.com
#> 337                   www.northerntrust.com
#> 338                 www.northropgrumman.com
#> 339                  www.nortonlifelock.com
#> 340                             www.ncl.com
#> 341                             www.nrg.com
#> 342                           www.nucor.com
#> 343                          www.nvidia.com
#> 344                          www.nvrinc.com
#> 345                             www.nxp.com
#> 346                     www.oreillyauto.com
#> 347                             www.oxy.com
#> 348                            www.odfl.com
#> 349                    www.omnicomgroup.com
#> 350                          www.onsemi.com
#> 351                           www.oneok.com
#> 352                          www.oracle.com
#> 353                         www.organon.com
#> 354                            www.otis.com
#> 355                          www.paccar.com
#> 356                   www.packagingcorp.com
#> 357                          www.viacbs.com
#> 358                          www.parker.com
#> 359                         www.paychex.com
#> 360                          www.paycom.com
#> 361                         paypal-corp.com
#> 362                        www.pngaming.com
#> 363                         www.pentair.com
#> 364                         www.pepsico.com
#> 365                     www.perkinelmer.com
#> 366                          www.pfizer.com
#> 367                             www.pmi.com
#> 368                      www.phillips66.com
#> 369                    www.pinnaclewest.com
#> 370                             www.pxd.com
#> 371                             www.pnc.com
#> 372                        www.poolcorp.com
#> 373                             www.ppg.com
#> 374                          www.pplweb.com
#> 375                       www.principal.com
#> 376                              www.pg.com
#> 377                     www.progressive.com
#> 378                        www.prologis.com
#> 379                      www.prudential.com
#> 380                            www.pseg.com
#> 381                             www.ptc.com
#> 382                   www.publicstorage.com
#> 383                   www.pultegroupinc.com
#> 384                             www.pvh.com
#> 385                           www.qorvo.com
#> 386                  www.quantaservices.com
#> 387                        www.qualcomm.com
#> 388                www.questdiagnostics.com
#> 389                     www.ralphlauren.com
#> 390                    www.raymondjames.com
#> 391                             www.rtx.com
#> 392                    www.realtyincome.com
#> 393                  www.regencycenters.com
#> 394                       www.regeneron.com
#> 395                         www.regions.com
#> 396                www.republicservices.com
#> 397                          www.resmed.com
#> 398                             www.rhi.com
#> 399     https://www.rockwellautomation.com/
#> 400                         www.rollins.com
#> 401                       www.ropertech.com
#> 402                      www.rossstores.com
#> 403                    www.rclcorporate.com
#> 404                        www.spglobal.com
#> 405                      www.salesforce.com
#> 406                         www.sbasite.com
#> 407                             www.slb.com
#> 408                         www.seagate.com
#> 409                       www.sealedair.com
#> 410                          www.sempra.com
#> 411                      www.servicenow.com
#> 412                www.sherwin-williams.com
#> 413                     www.signatureny.com
#> 414                           www.simon.com
#> 415                     www.skyworksinc.com
#> 416                        www.smuckers.com
#> 417                          www.snapon.com
#> 418                       www.solaredge.com
#> 419                 www.southerncompany.com
#> 420                       www.southwest.com
#> 421           www.stanleyblackanddecker.com
#> 422                       www.starbucks.com
#> 423                     www.statestreet.com
#> 424                          www.steris.com
#> 425                         www.stryker.com
#> 426                             www.svb.com
#> 427              www.synchronyfinancial.com
#> 428                        www.synopsys.com
#> 429                           www.sysco.com
#> 430                        www.t-mobile.com
#> 431                      www.take2games.com
#> 432                        www.tapestry.com
#> 433                          www.target.com
#> 434                 www.tycoelectronics.com
#> 435                        www.teledyne.com
#> 436                        www.teleflex.com
#> 437                        www.teradyne.com
#> 438                           www.tesla.com
#> 439                              www.ti.com
#> 440                         www.textron.com
#> 441                    www.thermofisher.com
#> 442                             www.tjx.com
#> 443                   www.tractorsupply.com
#> 444               www.tranetechnologies.com
#> 445                       www.transdigm.com
#> 446                       www.travelers.com
#> 447                         www.trimble.com
#> 448 www.thepremierfinancialinstitution.com/
#> 449                       about.twitter.com
#> 450                       www.tylertech.com
#> 451                      www.tysonfoods.com
#> 452                          www.usbank.com
#> 453                             www.udr.com
#> 454                            www.ulta.com
#> 455                              www.up.com
#> 456                              united.com
#> 457                             www.ups.com
#> 458                   www.unitedrentals.com
#> 459               www.unitedhealthgroup.com
#> 460                          www.uhsinc.com
#> 461                          www.valero.com
#> 462                      www.ventasreit.com
#> 463                        www.verisign.com
#> 464                          www.verisk.com
#> 465                         www.verizon.com
#> 466                            www.vrtx.com
#> 467                             www.vfc.com
#> 468                         www.viatris.com
#> 469                      viciproperties.com
#> 470                            usa.visa.com
#> 471                             www.vno.com
#> 472                 www.vulcanmaterials.com
#> 473                          www.wabtec.com
#> 474          www.walgreensbootsalliance.com
#> 475                   www.walmartstores.com
#> 476                 corporate.discovery.com
#> 477                              www.wm.com
#> 478                          www.waters.com
#> 479                  www.wecenergygroup.com
#> 480                      www.wellsfargo.com
#> 481                       www.welltower.com
#> 482                      www.westpharma.com
#> 483                  www.westerndigital.com
#> 484                        www.westrock.com
#> 485                    www.weyerhaeuser.com
#> 486                   www.whirlpoolcorp.com
#> 487                         co.williams.com
#> 488              www.willistowerswatson.com
#> 489                        www.grainger.com
#> 490                     www.wynnresorts.com
#> 491                      www.xcelenergy.com
#> 492                        www.xyleminc.com
#> 493                             www.yum.com
#> 494                           www.zebra.com
#> 495                    www.zimmerbiomet.com
#> 496             www.zionsbancorporation.com
#> 497                          www.zoetis.com
#>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   description
#> 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      3M Company is a diversified corporation manufacturing a wide range of products, including abrasives, adhesive tape and related products, and consumer-electronics components. It is headquartered in St. Paul, Minnesota.\r \r 3M apply science in collaborative ways to improve lives daily. With $32 billion in sales, 96,000 employees connect with customers all around the world.
#> 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     A. O. Smith Corporation, with headquarters in Milwaukee, Wis., is a global leader applying innovative technology and energy-efficient solutions to products manufactured and marketed worldwide. The Company is one of the world's leading manufacturers of residential and commercial water heating equipment and boilers, as well as a manufacturer of water treatment and air purification products.
#> 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Abbott is a global healthcare leader that helps people live more fully at all stages of life. Its portfolio of life-changing technologies spans the spectrum of healthcare, with leading businesses and products in diagnostics, medical devices, nutritionals and branded generic medicines. Our 109,000 colleagues serve people in more than 160 countries.
#> 4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 AbbVie's mission is to discover and deliver innovative medicines that solve serious health issues today and address the medical challenges of tomorrow. The Company strives to have a remarkable impact on people's lives across several key therapeutic areas: immunology, oncology, neuroscience, eye care, virology, women's health and gastroenterology, in addition to products and services across its Allergan Aesthetics portfolio.
#> 5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Abiomed Europe GmbH, Aachen / Germany, as affiliate of Abiomed Inc. headquartered in Danvers, Massachusetts, USA, is a leading medical technology company in the field of circulatory support. Its products aim to enable heart recovery by improving blood circulation and/or heart pump function.
#> 6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, it offers Strategy and Consulting, Interactive, Technology and Operations services - all powered by the world's largest network of Advanced Technology and Intelligent Operations centers. Its 514,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries. It embraces the power of change to create value and shared success for its clients, people, shareholders, partners and communities.
#> 7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Activision Blizzard, Inc. connects and engages the world through epic entertainment. A member of the Fortune 500 and S&P 500, Activision Blizzard is a leading interactive entertainment company. It delights hundreds of millions of monthly active users around the world through franchises including Activision's Call of Duty® and Crash Bandicoot™, Blizzard Entertainment's World of Warcraft®, Overwatch®, Hearthstone®, Diablo®, and StarCraft®, and King's Candy Crush™, Bubble Witch™, and Farm Heroes™. Headquartered in Santa Monica, California, Activision Blizzard has operations throughout the world.
#> 8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       ADM unlocks the power of nature to provide access to nutrition worldwide. With industry-advancing innovations, a complete portfolio of ingredients and solutions to meet any taste, and a commitment to sustainability, ADM gives customers an edge in solving the nutritional challenges of today and tomorrow. ADM is a global leader in human and animal nutrition and the world's premier agricultural origination and processing company. Its breadth, depth, insights, facilities and logistical expertise give ADM unparalleled capabilities to meet needs for food, beverages, health and wellness, and more.
#> 9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Adobe is changing the world through digital experiences.
#> 10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 ADP is a comprehensive global provider of cloud-based human capital management (HCM) solutions that unite HR, payroll, talent, time, tax and benefits administration, and a leader in business outsourcing services, analytics and compliance expertise. Its unmatched experience, deep insights and cutting-edge technology has transformed human resources from a back-office administrative function to a strategic business advantage.
#> 11                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Advance Auto Parts, Inc., is a leading automotive aftermarket parts provider that serves both professional installer and do-it-yourself customers. As of October 3, 2020, Advance operated 4,811 stores and 168 Worldpac branches in the United States, Canada, Puerto Rico and the U.S. Virgin Islands. The Company also serves 1,269 independently owned Carquest branded stores across these locations in addition to Mexico, the Bahamas, Turks and Caicos and British Virgin Islands.
#> 12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              The AES Corporation is a Fortune 500 company that generates and distributes electrical power. AES is headquartered in Arlington, Virginia, and is one of the world's leading power companies, generating and distributing electric power in 15 countries and employing 10,500 people worldwide. The company was founded on January 28, 1981, as Applied Energy Services by Roger Sant and Dennis Bakke, two appointees of the Federal Energy Administration under president Richard Nixon. The company was initially a consulting firm; it became AES Corporation, which went public in 1991. Sant was chairman, CEO, and president and Bakke was executive vice president until assuming the position of president in 1987. Bakke would later become the company's CEO in 1994, serving for 8 years until his resignation in 2002, in the midst of a liquidity crisis that followed the collapse of the energy giant Enron. Sant remained as executive chairman until 2003 and as a member of the board until 2006. Paul Hanrahan was appointed President and CEO and served for 10 years, overseeing the stabilization of the company. Until the early 2000’s the company followed self management delegating much responsibility to ordinary employees. In 2012, Hanrahan resigned, his position as President and CEO of the company succeeded by Andres Gluski. As CEO, Gluski has implemented a strategy of reducing the number of countries in which AES does business, from 28 to 16, for the purpose of consolidating operations and reducing costs. Additionally, he also began a program of reducing the company's total carbon emission intensity.
#> 13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Aflac Incorporated is a Fortune 500 company, helping provide protection to more than 50 million people through its subsidiaries in Japan and the U.S., where it is a leading supplemental insurer by paying cash fast when policyholders get sick or injured. For more than six decades, insurance policies of Aflac Incorporated's subsidiaries have given policyholders the opportunity to focus on recovery, not financial stress. Aflac Life Insurance Japan is the leading provider of medical and cancer insurance in Japan, where it insures 1 in 4 households. Fortune magazine recognized Aflac as one of the 100 Best Companies to Work for in America for 20 consecutive years. For 14 consecutive years, Aflac has been recognized by Ethisphere as one of the World's Most Ethical Companies. In 2020, Fortune included Aflac Incorporated on its list of World's Most Admired Companies for the 19th time, and Bloomberg added Aflac Incorporated to its Gender-Equality Index, which tracks the financial performance of public companies committed to supporting gender equality through policy development, representation and transparency.
#> 14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Agilent Technologies Inc. is a global leader in life sciences, diagnostics, and applied chemical markets, delivering insight and innovation toward improving the quality of life. Agilent instruments, software, services, solutions, and people provide trusted answers to customers' most challenging questions. The company generated revenue of $5.34 billion in fiscal year 2020 and employs 16,400 people worldwide.
#> 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Air Products is a world-leading industrial gases company in operation for 80 years. Focused on serving energy, environment and emerging markets, the Company provides essential industrial gases, related equipment and applications expertise to customers in dozens of industries, including refining, chemical, metals, electronics, manufacturing, and food and beverage. Air Products is also the global leader in the supply of liquefied natural gas process technology and equipment. The Company develops, engineers, builds, owns and operates some of the world's largest industrial gas projects, including: gasification projects that sustainably convert abundant natural resources into syngas for the production of high-value power, fuels and chemicals; carbon capture projects; and world-scale carbon-free hydrogen projects supporting global transportation and the energy transition.\r \r The Company had fiscal 2020 sales of $8.9 billion from operations in 50 countries and has a current market capitalization of about $60 billion. More than 19,000 passionate, talented and committed employees from diverse backgrounds are driven by Air Products’ higher purpose to create innovative solutions that benefit the environment, enhance sustainability and address the challenges facing customers, communities, and the world.
#> 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Akamai secures and delivers digital experiences for the world's largest companies. Akamai's intelligent edge platform surrounds everything, from the enterprise to the cloud, so customers and their businesses can be fast, smart, and secure. Top brands globally rely on Akamai to help them realize competitive advantage through agile solutions that extend the power of their multi-cloud architectures. Akamai keeps decisions, apps and experiences closer to users than anyone - and attacks and threats far away. Akamai's portfolio of edge security, web and mobile performance, enterprise access and video delivery solutions is supported by unmatched customer service, analytics and 24/7/365 monitoring.
#> 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Alaska Air Group is an airline holding company based in SeaTac, Washington, United States. The group owns two certificated airlines, Alaska Airlines, a mainline carrier, and Horizon Air, a regional carrier. \r \r Alaska Airlines and its regional partners serve more than 115 destinations across the United States and North America. The airline provides essential air service for our guests along with moving crucial cargo shipments, while emphasizing Next-Level Care. Alaska is known for low fares, award-winning customer service and sustainability efforts. Guests can earn and redeem miles on flights to more than 800 destinations worldwide with Alaska and its Global Partners. On March 31, 2021, Alaska will officially become a member of the oneworld global alliance.
#> 18                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Albemarle Corporation, headquartered in Charlotte, N.C., is a global specialty chemicals company with leading positions in lithium, bromine and refining catalysts. We think beyond business-as-usual to power the potential of companies in many of the world's largest and most critical industries, such as energy, electronics, and transportation. Albemarle Corporation actively pursue a sustainable approach to managing our diverse global footprint of world-class resources. In conjunction with our highly experienced and talented global teams, our deep-seated values, and our collaborative customer relationships, the company creates value-added and performance-based solutions that enable a safer and more sustainable future.
#> 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Alexandria Real Estate Equities, Inc. an S&P 500® urban office real estate investment trust, is the first, longest-tenured and pioneering owner, operator and developer uniquely focused on collaborative life science, technology and agtech campuses in AAA innovation cluster locations. Founded in 1994, Alexandria pioneered this niche and has since established a significant market presence in key locations, including Greater Boston, San Francisco, New York City, San Diego, Seattle, Maryland and Research Triangle.
#> 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Align Technology designs, manufactures and offers the Invisalign® system, the most advanced clear aligner system in the world, iTero® intraoral scanners and services, and exocad CAD/CAM software. These technology building blocks enable enhanced digital orthodontic and restorative workflows to improve patient outcomes and practice efficiencies for over 200 thousand doctor customers, and is key to accessing Align's 500 million consumer market opportunity worldwide. Align has helped doctors treat over 9.6 million patients with the Invisalign system and is driving the evolution in digital dentistry through the Align Digital Platform, its integrated suite of unique, proprietary technologies and services delivered as a seamless, end-to-end solution for patients and consumers, orthodontists and GP dentists, and lab/partners.
#> 21                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Allegion is a global pioneer in seamless access, with leading brands like CISA®, Interflex®, LCN®, Schlage®, SimonsVoss® and Von Duprin®. Focusing on security around the door and adjacent areas, Allegion secures people and assets with a range of solutions for homes, businesses, schools and institutions. Allegion had $2.9 billion in revenue in 2019 and sells products in almost 130 countries.
#> 22                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Alliant Energy Corporation operates as a utility holding company that provides regulated electricity and natural gas services. It operates through three segments: Utility Electric Operations, Utility Gas Operations, and Utility Other.
#> 23                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           The Allstate Corporation  protects people from life's uncertainties with a wide array of protection for autos, homes, electronic devices and identity theft with more than 172 million policies in force. Products are available through a broad distribution network including Allstate agents, independent agents, major retailers, online and at the workplace. Allstate is widely known for the slogan 'You're in Good Hands with Allstate.'
#> 24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Larry Page and Sergey Brin founded Google in September 1998. Since then, the company has grown to more than 130,000 employees worldwide, with a wide range of popular products and platforms like Search, Maps, Ads, Gmail, Android, Chrome, Google Cloud and YouTube. In October 2015, Alphabet became the parent holding company of Google.
#> 25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Altria Group, Inc. (previously known as Philip Morris Companies, Inc.) is an American corporation and one of the largest producers and marketers of tobacco, cigarettes and related products. It operates worldwide. It sells its tobacco products primarily to wholesalers, including distributors; and large retail organizations, such as chain stores.
#> 26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking. Customer reviews, 1-Click shopping, personalized recommendations, Prime, Fulfillment by Amazon, AWS, Kindle Direct Publishing, Kindle, Fire tablets, Fire TV, Amazon Echo, and Alexa are some of the products and services pioneered by Amazon.
#> 27                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Amcor is a global leader in developing and producing responsible packaging for food, beverage, pharmaceutical, medical, home- and personal-care, and other products. Amcor works with leading companies around the world to protect their products and the people who rely on them, differentiate brands, and improve value chains through a range of flexible and rigid packaging, specialty cartons, closures, and services. The company is focused on making packaging that is increasingly light-weighted, recyclable and reusable, and made using a rising amount of recycled content. Around 50,000 Amcor people generate US$13 billion in sales from operations that span about 250 locations in 40-plus countries.
#> 28                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           For more than 50 years, AMD has driven innovation in high-performance computing, graphics and visualization technologies - the building blocks for gaming, immersive platforms and the data center. Hundreds of millions of consumers, leading Fortune 500 businesses and cutting-edge scientific research facilities around the world rely on AMD technology daily to improve how they live, work and play. AMD employees around the world are focused on building great products that push the boundaries of what is possible.
#> 29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 St. Louis-based Ameren Corporation powers the quality of life for 2.4 million electric customers and more than 900,000 natural gas customers in a 64,000-square-mile area through its Ameren Missouri and Ameren Illinois rate-regulated utility subsidiaries. Ameren Illinois provides electric distribution and transmission service and natural gas distribution service. Ameren Missouri provides electric generation, transmission and distribution service, as well as natural gas distribution service. Ameren Transmission Company of Illinois develops, owns and operates rate-regulated regional electric transmission projects.
#> 30                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 American Airlines Group Inc. is the parent company of American Airlines. Together with regional partner American Eagle, American Airlines offers an average of nearly 6,700 flights daily to 350 destinations in 50 countries. American Airlines is a founding member of the oneworld® alliance, whose members and members-elect offer nearly 14,250 flights daily to 1,000 destinations in 150 countries.
#> 31                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   American Electric Power ,  is a major investor-owned electric utility in the United States, delivering electricity to more than five million customers in 11 states.[citation needed] AEP ranks among the nation's largest generators of electricity, owning nearly 38,000 megawatts of generating capacity in the U.S. AEP also owns the nation's largest electricity transmission system, a nearly 39,000-mile  network that includes 765 kilovolt ultra-high voltage transmission lines, more than all other U.S. transmission systems combined. AEP's transmission system directly or indirectly serves about 10 percent of the electricity demand in the Eastern Interconnection, the interconnected transmission system that covers 38 eastern and central U.S. states and eastern Canada, and approximately 11 percent of the electricity demand in the Electric Reliability Council of Texas, the transmission system that covers much of Texas.
#> 32                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            American Express is a globally integrated payments company, providing customers with access to products, insights and experiences that enrich lives and build business success.
#> 33                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        American International Group, Inc. is a leading global insurance organization. AIG member companies provide a wide range of property casualty insurance, life insurance, retirement solutions, and other financial services to customers in more than 80 countries and jurisdictions. These diverse offerings include products and services that help businesses and individuals protect their assets, manage risks and provide for retirement security. AIG common stock is listed on the New York Stock Exchange.
#> 34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          American Tower, one of the largest global REITs, is a leading independent owner, operator and developer of multitenant communications real estate with a portfolio of approximately 186,000 communications sites.
#> 35                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             ith a history dating back to 1886, American Water is the largest and most geographically diverse U.S. publicly traded water and wastewater utility company. The company employs more than 6,800 dedicated professionals who provide regulated and market-based drinking water, wastewater and other related services to 15 million people in 46 states. American Water provides safe, clean, affordable and reliable water services to our customers to make sure we keep their lives flowing.
#> 36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      At Ameriprise Financial has been helping people feel confident about their financial future for more than 125 years. With extensive advisory, asset management and insurance capabilities and a nationwide network of approximately 10,000 financial advisors, we have the strength and expertise to serve the full range of individual and institutional investors' financial needs.
#> 37                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               AmerisourceBergen provides pharmaceutical products, value-driving services and business solutions that improve access to care. Tens of thousands of healthcare providers, veterinary practices and livestock producers trust us as their partner in the pharmaceutical supply chain. Global manufacturers depend on us for services that drive commercial success for their products. Through our daily work-and powered by our 22,000 associates-we are united in our responsibility to create healthier futures. AmerisourceBergen is ranked #10 on the Fortune 500, with more than $185 billion in annual revenue. The company is headquartered in Valley Forge, Pa. and has a presence in 50+ countries.
#> 38                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         AMETEK is a leading global manufacturer of electronic instruments and electromechanical devices with 2019 sales of approximately $5.0 billion. The AMETEK Growth Model integrates the Four Growth Strategies - Operational Excellence, New Product Development, Global and Market Expansion, and Strategic Acquisitions - with a disciplined focus on cash generation and capital deployment. AMETEK's objective is double-digit percentage growth in earnings per share over the business cycle and a superior return on total capital. The common stock of AMETEK is a component of the S&P 500.
#> 39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Amgen is committed to unlocking the potential of biology for patients suffering from serious illnesses by discovering, developing, manufacturing and delivering innovative human therapeutics. This approach begins by using tools like advanced human genetics to unravel the complexities of disease and understand the fundamentals of human biology.\r \r Amgen focuses on areas of high unmet medical need and leverages its expertise to strive for solutions that improve health outcomes and dramatically improve people's lives. A biotechnology pioneer since 1980, Amgen has grown to be one of the world's leading independent biotechnology companies, has reached millions of patients around the world and is developing a pipeline of medicines with breakaway potential.
#> 40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Amphenol Corporation is one of the world's largest designers, manufacturers and marketers of electrical, electronic and fiber optic connectors and interconnect systems, antennas, sensors and sensor-based products and coaxial and high-speed specialty cable. Amphenol designs, manufactures and assembles its products at facilities in the Americas, Europe, Asia, Australia and Africa and sells its products through its own global sales force, independent representatives and a global network of electronics distributors. Amphenol has a diversified presence as a leader in high-growth areas of the interconnect market including: Automotive, Broadband Communications, Commercial Aerospace, Industrial, Information Technology and Data Communications, Military, Mobile Devices and Mobile Networks.
#> 41                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Analog Devices is a leading global high-performance analog technology company dedicated to solving the toughest engineering challenges. The company enables its customers to interpret the world around us by intelligently bridging the physical and digital with unmatched technologies that sense, measure, power, connect and interpret.
#> 42                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Ansys, Inc. is an American company based in Canonsburg, Pennsylvania. It develops and markets multiphysics engineering simulation software for product design, testing and operation and offers its products and services to customers worldwide. Ansys was founded in 1970 by John Swanson.
#> 43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             APA Corporation, through its consolidated subsidiaries, explores for and produces oil and gas with operations in the United States, Egypt and the United Kingdom and exploration activities offshore Suriname.
#> 44                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Apple Inc. is an American multinational technology company headquartered in Cupertino, California, that designs, develops, and sells consumer electronics, computer software, and online services. It is considered one of the Big Five companies in the U.S. information technology industry, along with Amazon, Google, Microsoft, and Facebook. Its hardware products include the iPhone smartphone, the iPad tablet computer, the Mac personal computer, the iPod portable media player, the Apple Watch smartwatch, the Apple TV digital media player, the AirPods wireless earbuds, the AirPods Max headphones, and the HomePod smart speaker line. Apple's software includes iOS, iPadOS, macOS, watchOS, and tvOS operating systems, the iTunes media player, the Safari web browser, the Shazam music identifier, and the iLife and iWork creativity and productivity suites, as well as professional applications like Final Cut Pro X, Logic Pro, and Xcode. Its online services include the iTunes Store, the iOS App Store, Mac App Store, Apple Arcade, Apple Music, Apple TV+, iMessage, and iCloud. Other services include Apple Store, Genius Bar, AppleCare, Apple Pay, Apple Pay Cash, and Apple Card. Apple was founded by Steve Jobs, Steve Wozniak, and Ronald Wayne in April 1976 to develop and sell Wozniak's Apple I personal computer, though Wayne sold his share back within 12 days. It was incorporated as Apple Computer, Inc., in January 1977, and sales of its computers, including the Apple I and Apple II, grew quickly.
#> 45                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Applied Materials, Inc. is the leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. Its expertise in modifying materials at atomic levels and on an industrial scale enables customers to transform possibilities into reality.
#> 46                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility.
#> 47                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Arista Networks is an industry leader in software-driven cloud networking solutions for large data center and campus environments. Arista's award-winning platforms deliver availability, agility, automation analytics and security through CloudVision® and Arista EOS®, an advanced network operating system.
#> 48                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Gallagher, a global insurance brokerage, risk management and consulting services firm, is headquartered in Rolling Meadows, Illinois. The company has operations in 49 countries and offers client-service capabilities in more than 150 countries around the world through a network of correspondent brokers and consultants.
#> 49                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Assurant, Inc. is a leading global provider of lifestyle and housing solutions that support, protect and connect major consumer purchases. Anticipating the evolving needs of consumers, Assurant partners with the world's leading brands to develop innovative products and services and to deliver an enhanced customer experience. A Fortune 500 company with a presence in 21 countries, Assurant offers mobile device solutions; extended service contracts; vehicle protection services; pre-funded funeral insurance; renters insurance; lender-placed insurance products; and other specialty products. The Assurant Foundation strengthens communities by supporting charitable partners that help protect where people live and can thrive, connect with local resources, inspire inclusion and prepare leaders of the future.
#> 50                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        AT&T Inc. is a diversified, global leader in telecommunications, media and entertainment, and technology. AT&T Communications provides more than 100 million U.S. consumers with entertainment and communications experiences across TV, mobile and broadband. Plus, it serves high-speed, highly secure connectivity and smart solutions to nearly 3 million business customers. WarnerMedia is a leading media and entertainment company that creates and distributes premium and popular content to global audiences through its consumer brands, including: HBO, HBO Max, Warner Bros., TNT, TBS, truTV, CNN, DC Entertainment, New Line, Cartoon Network, Adult Swim and Turner Classic Movies. Xandr, now part of WarnerMedia, provides marketers with innovative and relevant advertising solutions for consumers around premium video content and digital advertising through its platform. AT&T Latin America provides pay-TV services across 10 countries and territories in Latin America and the Caribbean and wireless services to consumers and businesses in Mexico.\r \r AT&T products and services are provided or offered by subsidiaries and affiliates of AT&T Inc. under the AT&T brand and not by AT&T Inc. Additional information is available at about.att.com. © 2020 AT&T Intellectual Property. All rights reserved. AT&T, the Globe logo and other marks are trademarks and service marks of AT&T Intellectual Property and/or AT&T affiliated companies. All other marks contained herein are the property of their respective owners.
#> 51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Atmos Energy Corporation is the nation's largest fully regulated, natural gas-only distributor of safe, clean, efficient and affordable energy. As part of its vision to be the safest provider of natural gas services, the company is modernizing its business and its infrastructure while continuing to invest in safety, innovation, environmental sustainability and its communities. An S&P 500 company headquartered in Dallas, Atmos Energy serves more than 3 million distribution customers in over 1,400 communities across eight states and manages proprietary pipeline and storage assets, including one of the largest intrastate natural gas pipeline systems in Texas.
#> 52                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       "Autodesk, Inc. makes software for people who make things. The company is a global leader in design and make software for architecture, engineering, construction, manufacturing, and media and entertainment industries. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film, chances are you’ve experienced what millions of Autodesk customers have built with its software.\r \r Autodesk exists to turn ideas into new realities that shape a thriving future. Its software and services harness emerging technologies—such as additive manufacturing (3D printing), artificial intelligence, generative design, and robotics—that give companies and individuals the power to work more quickly, effectively, and sustainably throughout the entire project lifecycle."\r 
#> 53                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     AutoZone is the leading retailer and a leading distributor of automotive replacement parts and accessories in the Americas. Each AutoZone store carries an extensive product line for cars, sport utility vehicles, vans and light trucks, including new and remanufactured automotive hard parts, maintenance items, accessories, and non-automotive products. Many stores also have a commercial sales program that provides commercial credit and prompt delivery of parts and other products to local, regional and national repair garages, dealers, service stations and public sector accounts.
#> 54                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     The Company is an equity REIT in the business of developing, redeveloping, acquiring and managing apartment communities in leading metropolitan areas primarily in New England, the New York/New Jersey Metro area, the Mid-Atlantic, the Pacific Northwest, and Northern and Southern California, as well as in the Company's expansion markets consisting of Southeast Florida and Denver, Colorado.
#> 55                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Avery Dennison is a global materials science company specializing in the design and manufacture of a wide variety of labeling and functional materials. The company's products, which are used in nearly every major industry, include pressure-sensitive materials for labels and graphic applications; tapes and other bonding solutions for industrial, medical, and retail applications; tags, labels and embellishments for apparel; and radio frequency identification (RFID) solutions serving retail apparel and other markets. Headquartered in Glendale, California, the company employs more than 32,000 employees in more than 50 countries. Reported sales in 2020 were $7.0 billion.
#> 56                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Baker Hughes  is an energy technology company that provides solutions to energy and industrial customers worldwide. Built on a century of experience and with operations in over 120 countries, its innovative technologies and services are taking energy forward - making it safer, cleaner and more efficient for people and the planet.
#> 57                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Ball Corporation supplies innovative, sustainable aluminum packaging solutions for beverage, personal care and household products customers, as well as aerospace and other technologies and services primarily for the U.S. government. Ball Corporation and its subsidiaries employ 21,500 people worldwide and reported 2020 net sales of $11.8 billion.
#> 58                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Bank of America is one of the world’s leading financial institutions, serving individual consumers, small and middle-market businesses and large corporations with a full range of banking, investing, asset management and other financial and risk management products and services. The company provides unmatched convenience in the United States, serving approximately 66 million consumer and small business clients with approximately 4,300 retail financial centers, including approximately 2,900 lending centers, 2,500 financial centers with a Consumer Investment Financial Solutions Advisor and approximately 2,300 business centers; approximately 17,000 ATMs; and award-winning digital banking with approximately 39 million active users, including approximately 31 million mobile users. Bank of America is a global leader in wealth management, corporate and investment banking and trading across a broad range of asset classes, serving corporations, governments, institutions and individuals around the world. Bank of America offers industry-leading support to approximately 3 million small business owners through a suite of innovative, easy-to-use online products and services. The company serves clients through operations across the United States, its territories and approximately 35 countries. Bank of America Corporation stock (NYSE: BAC) is listed on the New York Stock Exchange.
#> 59                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Bath & Body Works is one of the world's leading specialty retailers and home to America's Favorite Fragrances® offering a breadth of exclusive fragrances for the body and home, including the #1 selling collections for fine fragrance mist, body lotion and body cream, 3-wick candles, home fragrance diffusers and liquid hand soap. For more than 30 years, customers have looked to Bath & Body Works for quality, on-trend products and the newest, freshest fragrances. Today, these fragrant products can be purchased at more than 1,750 company-operated Bath & Body Works locations in the U.S. and Canada, and more than 300 international franchised locations, as well as on bathandbodyworks.com.
#> 60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Every day, millions of patients and caregivers rely on Baxter's leading portfolio of critical care, nutrition, renal, hospital and surgical products. For more than 85 years, it has been operating at the critical intersection where innovations that save and sustain lives meet the healthcare providers that make it happen. With products, technologies and therapies available in more than 100 countries, Baxter's employees worldwide are now building upon the company's rich heritage of medical breakthroughs to advance the next generation of transformative healthcare innovations.
#> 61                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          BD is one of the largest global medical technology companies in the world and is advancing the world of health by improving medical discovery, diagnostics and the delivery of care. The company supports the heroes on the frontlines of health care by developing innovative technology, services and solutions that help advance both clinical therapy for patients and clinical process for health care providers. BD and its 65,000 employees have a passion and commitment to help enhance the safety and efficiency of clinicians' care delivery process, enable laboratory scientists to accurately detect disease and advance researchers' capabilities to develop the next generation of diagnostics and therapeutics. BD has a presence in virtually every country and partners with organizations around the world to address some of the most challenging global health issues. By working in close collaboration with customers, BD can help enhance outcomes, lower costs, increase efficiencies, improve safety and expand access to health care.
#> 62                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Founded in 1967, W. R. Berkley Corporation is an insurance holding company that is among the largest commercial lines writers in the United States and operates worldwide in two segments of the property casualty insurance business: Insurance and Reinsurance & Monoline Excess.
#> 63                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Best Buy is a leading provider of technology products, services and solutions. The company offers expert service at an unbeatable price more than 1.5 billion times a year to the consumers, small business owners and educators who visit our stores, engage with Geek Squad agents or use BestBuy.com or the Best Buy app. The company has operations in the U.S and Canada, where more than 70 percent of the population lives within 15 minutes of a Best Buy store, as well as in Mexico where Best Buy has a physical and online presence.
#> 64                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Bio-Rad Laboratories, Inc. is a global leader in developing, manufacturing, and marketing a broad range of innovative products for the life science research and clinical diagnostic markets. With a focus on quality and customer service for over 65 years, its products advance the discovery process and improve healthcare. Bio-Rad's customers are university and research institutions, hospitals, public health and commercial laboratories, biotechnology and pharmaceutical companies, as well as applied laboratories that include food safety and environmental quality. Founded in 1952, Bio-Rad is based in Hercules, California, and has a global network of operations with more than 7,800 employees worldwide. Bio-Rad had revenues exceeding $2.5 billion in 2020.
#> 65                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Bio-Techne Corporation is a holding company for biotechnology and clinical diagnostic brands. It was founded in 1976 as Techne Corporation and changed its name to Bio-Techne in 2014.
#> 66                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     At Biogen, mission is clear: company is pioneer in neuroscience. Biogen discovers, develops and delivers worldwide innovative therapies for people living with serious neurological and neurodegenerative diseases as well as related therapeutic adjacencies. One of the world's first global biotechnology companies, Biogen was founded in 1978 by Charles Weissmann, Heinz Schaller, Kenneth Murray and Nobel Prize winners Walter Gilbert and Phillip Sharp. Today Biogen has the leading portfolio of medicines to treat multiple sclerosis, has introduced the first approved treatment for spinal muscular atrophy, commercializes biosimilars of advanced biologics and is focused on advancing research programs in multiple sclerosis and neuroimmunology, Alzheimer's disease and dementia, neuromuscular disorders, movement disorders, ophthalmology, neuropsychiatry, immunology, acute neurology and neuropathic pain.
#> 67                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      BlackRock’s purpose is to help more and more people experience financial well-being. As a fiduciary to investors and a leading provider of financial technology, our clients turn to us for the solutions they need when planning for their most important goals. As of September 30, 2020, the firm managed approximately $7.81 trillion in assets on behalf of investors worldwide.
#> 68                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            BNY Mellon is a global investments company dedicated to helping its clients manage and service their financial assets throughout the investment lifecycle. Whether providing financial services for institutions, corporations or individual investors, BNY Mellon delivers informed investment and wealth management and investment services in 35 countries. As of Sept. 30, 2020, BNY Mellon had $38.6 trillionin assets under custody and/or administration, and $2.0 trillionin assets under management. BNY Mellon can act as a single point of contact for clients looking to create, trade, hold, manage, service, distribute or restructure investments. BNY Mellon is the corporate brand of The Bank of New York Mellon Corporation.
#> 69                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Boeing is the world's largest aerospace company and leading manufacturer of commercial jetliners, defense, space and security systems, and service provider of aftermarket support. As America’s biggest manufacturing exporter, the company supports airlines and U.S. and allied government customers in more than 150 countries. Boeing products and tailored services include commercial and military aircraft, satellites, weapons, electronic and defense systems, launch systems, advanced information and communication systems, and performance-based logistics and training.
#> 70                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Booking Holdings is the world leader in online travel and related services, provided to customers and partners in over 220 countries and territories through six primary consumer-facing brands Booking.com, priceline.com, agoda.com, Rentalcars.com,KAYAK and OpenTable. The mission of Booking Holdings is to make it easier for everyone to experience the world.
#> 71                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         BorgWarner Inc. is a global product leader in clean and efficient technology solutions for combustion, hybrid and electric vehicles. Building on its original equipment expertise, BorgWarner also brings market leading product and service solutions to the global aftermarket. With manufacturing and technical facilities in 96 locations in 24 countries, the Company employs approximately 50,000 worldwide.
#> 72                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Boston Properties is the largest publicly held developer and owner of Class A office properties in the United States, concentrated in five markets - Boston, Los Angeles, New York, San Francisco and Washington, DC. The Company is a fully integrated real estate company, organized as a real estate investment trust (REIT), that develops, manages, operates, acquires and owns a diverse portfolio of primarily Class A office space. The Company's portfolio totals 51.2 million square feet and 196 properties, including seven properties under construction.
#> 73                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Boston Scientific transforms lives through innovative medical solutions that improve the health of patients around the world. As a global medical technology leader for more than 40 years, The company advances science for life by providing a broad range of high performance solutions that address unmet patient needs and reduce the cost of healthcare.
#> 74                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Bristol Myers Squibb is a global biopharmaceutical company whose mission is to discover, develop and deliver innovative medicines that help patients prevail over serious diseases.
#> 75                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Broadcom Inc., a Delaware corporation headquartered in San Jose, CA, is a global technology leader that designs, develops and supplies a broad range of semiconductor and infrastructure software solutions. Broadcom's category-leading product portfolio serves critical markets including data center, networking, enterprise software, broadband, wireless, storage and industrial. Broadcom Inc solutions include data center networking and storage, enterprise, mainframe and cyber security software focused on automation, monitoring and security, smartphone components, telecoms and factory automation.
#> 76                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Broadridge Financial Solutions, a global Fintech leader with over $4.5 billion in revenues, provides the critical infrastructure that powers investing, corporate governance, and communications to enable better financial lives. Broadridge delivers technology-driven solutions to banks, broker-dealers, asset and wealth managers and public companies. Broadridge's infrastructure serves as a global communications hub enabling corporate governance by linking thousands of public companies and mutual funds to tens of millions of individual and institutional investors around the world. In addition, Broadridge's technology and operations platforms underpin the daily trading of on average more than U.S. $10 trillion of equities, fixed income and other securities globally. A certified Great Place to Work®, Broadridge is a part of the S&P 500® Index, employing over 12,000 associates in 17 countries.
#> 77                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Brown & Brown, Inc. is a leading insurance brokerage firm, providing risk management solutions to individuals and businesses. With more than 80 years of proven success and thousands of teammates, the company offers reliable knowledge for its customers and strives to provide a higher service.
#> 78                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               For 150 years, Brown-Forman Corporation has enriched the experience of life by responsibly building fine quality beverage alcohol brands, including Jack Daniel's Family of Brands, Finlandia, Korbel, el Jimador, Woodford Reserve, Old Forester, Coopers' Craft, Canadian Mist, Herradura, New Mix, Sonoma-Cutrer, Early Times, Chambord, BenRiach, GlenDronach, Slane, and Fords Gin. Brown-Forman's brands are supported by approximately 4,800 employees and sold in more than 170 countries worldwide.
#> 79                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       C.H. Robinson solves logistics problems for companies across the globe and across industries, from the simple to the most complex. With $21 billion in freight under management and 19 million shipments annually, C.H. Robinson is one of the world's largest logistics platforms. Its global suite of services accelerates trade to seamlessly deliver the products and goods that drive the world's economy. With the combination of its multimodal transportation management system and expertise, the company uses its information advantage to deliver smarter solutions for its more than 105,000 customers and 73,000 contract carriers. Its technology is built by and for supply chain experts to bring faster, more meaningful improvements to its customers' businesses.
#> 80                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Cadence Design Systems Inc. is a pivotal leader in electronic design, building upon more than 30 years of computational software expertise. The company applies its underlying Intelligent System Design strategy to deliver software, hardware and IP that turn design concepts into reality. Cadence customers are the world's most innovative companies, delivering extraordinary electronic products from chips to boards to systems for the most dynamic market applications, including consumer, hyperscale computing, 5G communications, automotive, mobile, aerospace, industrial and healthcare. For six years in a row, Fortune magazine has named Cadence one of the 100 Best Companies to Work For.
#> 81                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Caesars Entertainment, Inc. is the largest casino-entertainment company in the U.S. and one of the world's most diversified casino-entertainment providers. Since its beginning in Reno, Nevada, in 1937, Caesars Entertainment, Inc. has grown through development of new resorts, expansions and acquisitions. Caesars Entertainment, Inc.'s resorts operate primarily under the Caesars®, Harrah's®, Horseshoe® and Eldorado® brand names. Caesars Entertainment, Inc. offers diversified amenities and one-of-a-kind destinations, with a focus on building loyalty and value with its guests through a unique combination of impeccable service, operational excellence and technology leadership. Caesars is committed to its employees, suppliers, communities and the environment through its PEOPLE PLANET PLAY framework.
#> 82                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Camden Property Trust, an S&P 400 Company, is a real estate company primarily engaged in the ownership, management, development, redevelopment, acquisition, and construction of multifamily apartment communities. Camden owns interests in and operates 167 properties containing 56,850 apartment homes across the United States. Upon completion of 7 properties currently under development, the Company's portfolio will increase to 59,104 apartment homes in 174 properties. Camden has been recognized as one of the 100 Best Companies to Work For® by FORTUNE magazine for 13 consecutive years, most recently ranking #18. The Company also received a Glassdoor Employees' Choice Award in 2020, ranking #25 for large U.S. companies.
#> 83                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Campbell is driven and inspired by our purpose, 'Real food that matters for life's moments.' For generations, people have trusted Campbell to provide authentic, flavorful and affordable snacks, soups and simple meals, and beverages. Founded in 1869, Campbell has a heritage of giving back and acting as a good steward of the planet's natural resources. The company is a member of the Standard and Poor's 500 and the FTSE4Good Index.
#> 84                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Capital One Financial Corporation is a financial holding company whose subsidiaries, which include Capital One, N.A., and Capital One Bank (USA), N.A., had $305.4 billion in deposits and $421.6 billion in total assets as of  December 31, 2020. Headquartered in McLean, Virginia, Capital One offers a broad spectrum of financial products and services to consumers, small businesses and commercial clients through a variety of channels. Capital One, N.A. has branches located primarily in New York, Louisiana, Texas, Maryland, Virginia, New Jersey and the District of Columbia.
#> 85                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Cardinal Health is a distributor of pharmaceuticals, a global manufacturer and distributor of medical and laboratory products, and a provider of performance and data solutions for healthcare facilities. With 50 years in business, operations in 46 countries and approximately 48,000 employees globally, Cardinal Health is essential to care.
#> 86                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    CarMax, the nation's largest retailer of used cars, revolutionized the automotive retail industry by driving integrity, honesty and transparency in every interaction. The company offers a truly personalized experience with the option for customers to do as much, or as little, online and in-store as they want. CarMax also provides a variety of vehicle delivery methods, including home delivery, contactless curbside pickup and appointments in its stores. During the fiscal year ending February 29, 2020, CarMax sold more than 830,000 used cars and more than 465,000 wholesale vehicles at its in-store auctions. CarMax has 220 stores, over 25,000 Associates, and is proud to have been recognized for 16 consecutive years as one of the Fortune 100 Best Companies to Work For®.
#> 87                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Carnival Corporation & plc is one of the world's largest leisure travel companies with a portfolio of nine of the world's leading cruise lines.  With operations in North America, Australia, Europe and Asia, its portfolio features Carnival Cruise Line, Princess Cruises, Holland America Line, Seabourn, P&O Cruises (Australia), Costa Cruises, AIDA Cruises, P&O Cruises (UK) and Cunard.
#> 88                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Founded by the inventor of modern air conditioning, Carrier is a world leader in high-technology heating, air-conditioning and refrigeration solutions. Carrier experts provide sustainable solutions, integrating energy-efficient products, building controls and energy services for residential, commercial, retail, transport and food service customers. Carrier is a part of Carrier Global Corporation, the leading global provider of healthy, safe and sustainable building and cold chain solutions.
#> 89                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Catalent, Inc., an S&P 500® Company, is the leading global provider of advanced delivery technologies, development, and manufacturing solutions for drugs, biologics, cell and gene therapies, and consumer health products. With over 85 years serving the industry, Catalent has proven expertise in bringing more customer products to market faster, enhancing product performance and ensuring reliable global clinical and commercial product supply. Catalent employs over 14,000 people, including over 2,400 scientists and technicians, at more than 40 facilities across four continents, and in fiscal year 2020 generated over $3 billion in annual revenue. Catalent is headquartered in Somerset, New Jersey.
#> 90                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Since 1925, Caterpillar Inc. has been helping our customers build a better world - making sustainable progress possible and driving positive change on every continent. With 2019 sales and revenues of $53.8 billion, Caterpillar is the world's leading manufacturer of construction and mining equipment, diesel and natural gas engines, industrial gas turbines and diesel-electric locomotives. Services offered throughout the product life cycle, cutting-edge technology and decades of product expertise set Caterpillar apart, providing exceptional value to help our customers succeed. The company principally operates through three primary segments - Construction Industries, Resource Industries and Energy & Transportation - and provides financing and related services through its Financial Products segment.
#> 91                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Cboe Global Markets, a leading provider of market infrastructure and tradable products, delivers cutting-edge trading, clearing and investment solutions to market participants around the world. The company is committed to operating a trusted, inclusive global marketplace, providing leading products, technology and data solutions that enable participants to define a sustainable financial future. Cboe provides trading solutions and products in multiple asset classes, including equities, derivatives and FX, across North America, Europe and Asia Pacific.
#> 92                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 CBRE Group, Inc., a Fortune 500 and S&P 500 company headquartered in Dallas, is the world's largest commercial real estate services and investment firm (based on 2020 revenue). The company has more than 100,000 employees serving clients in more than 100 countries. CBRE serves a diverse range of clients with an integrated suite of services, including facilities, transaction and project management; property management; investment management; appraisal and valuation; property leasing; strategic consulting; property sales; mortgage services and development services. It routinely posts important information on its website, including corporate and investor presentations and financial information. It intends to use its website as a means of disclosing material, non-public information and for complying with its disclosure obligations under Regulation FD. Such disclosures will be included in the Investor Relations section of our website at https://ir.cbre.com. Accordingly, investors should monitor such portion of its website, in addition to following its press releases, Securities and Exchange Commission filings and public conference calls and webcasts.
#> 93                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  CDW Corporation is a leading multi-brand provider of information technology solutions to business, government, education and healthcare customers in the United States, the United Kingdom and Canada. A Fortune 500 company and member of the S&P 500 Index, CDW was founded in 1984 and employs approximately 10,000 coworkers. For the year ended December 31, 2020, the company generated Net sales over $18 billion.
#> 94                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Celanese Corporation is a global technology leader in the production of differentiated chemistry solutions and specialty materials used in most major industries and consumer applications. Its two complementary business cores, Acetyl Chain and Materials Solutions, use the full breadth of Celanese's global chemistry, technology and business expertise to create value for its customers and the corporation. As Celanese partners with its customers to solve their most critical business needs, the company strives to make a positive impact on its communities and the world through The Celanese Foundation. Based in Dallas, Celanese employs approximately 7,700 employees worldwide and had 2020 net sales of $5.7 billion.
#> 95                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Centene Corporation, a Fortune 50 company, is a leading multi-national healthcare enterprise that is committed to helping people live healthier lives. The Company takes a local approach – with local brands and local teams – to provide fully integrated, high-quality, and cost-effective services to government-sponsored and commercial healthcare programs, focusing on under-insured and uninsured individuals. Centene offers affordable and high-quality products to nearly 1 in 15 individuals across the nation, including Medicaid and Medicare members (including Medicare Prescription Drug Plans) as well as individuals and families served by the Health Insurance Marketplace, the TRICARE program, and individuals in correctional facilities. The Company also serves several international markets, and contracts with other healthcare and commercial organizations to provide a variety of specialty services focused on treating the whole person. Centene focuses on long-term growth and the development of its people, systems and capabilities so that it can better serve its members, providers, local communities, and government partners.
#> 96                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     As the only investor-owned electric and gas utility based in Texas, CenterPoint Energy, Inc. is an energy delivery company with electric transmission and distribution, power generation and natural gas distribution operations that serve more than 7 million metered customers in Arkansas, Indiana, Louisiana, Minnesota, Mississippi, Ohio, Oklahoma and Texas. As of September 30, 2020, the company owned approximately $33 billion in assets and also owned 53.7 percent of the common units representing limited partner interests in Enable Midstream Partners, LP, a publicly traded master limited partnership that owns, operates and develops strategically located natural gas and crude oil infrastructure assets. With approximately 9,600 employees, CenterPoint Energy and its predecessor companies have been in business for more than 150 years.
#> 97                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Ceridian HCM Holding Inc. is a global human capital management software company. Dayforce, its flagship cloud HCM platform, provides human resources, payroll, benefits, workforce management, and talent management functionality. Its platform is used to optimize management of the entire employee lifecycle, including attracting, engaging, paying, deploying, and developing people. Ceridian has solutions for organizations of all sizes.
#> 98                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           CF Industries Holdings Inc. is a leading global manufacturer of hydrogen and nitrogen products for clean energy, emissions abatement, fertilizer, and other industrial applications. The company operates manufacturing complexes in the United States, Canada, and the United Kingdom, which are among the most cost-advantaged, efficient, and flexible in the world, and an unparalleled storage, transportation and distribution network in North America. Its 3,000 employees focus on safe and reliable operations, environmental stewardship and disciplined capital and corporate management, driving its strategy to leverage and sustainably grow the world's most advantaged hydrogen and nitrogen platform to serve customers, creating long-term shareholder value.
#> 99                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Charles River provides essential products and services to help pharmaceutical and biotechnology companies, government agencies and leading academic institutions around the globe accelerate their research and drug development efforts. Our dedicated employees are focused on providing clients with exactly what they need to improve and expedite the discovery, early-stage development and safe manufacture of new therapies for the patients who need them.
#> 100                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Charles Schwab believes in the power of investing to help individuals create a better tomorrow. The company has a history of challenging the status quo in its industry, innovating in ways that benefit investors and the advisors and employers who serve them, and championing its clients' goals with passion and integrity.
#> 101                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Charter Communications, Inc. is a leading broadband connectivity company and cable operator serving more than 31 million customers in 41 states through its Spectrum brand. Over an advanced communications network, the company offers a full range of state-of-the-art residential and business services including Spectrum Internet®, TV, Mobile and Voice.
#> 102                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Chevron Corporation is one of the world's leading integrated energy companies. Through its subsidiaries that conduct business worldwide, the company is involved in virtually every facet of the energy industry. Chevron explores for, produces and transports crude oil and natural gas; refines, markets and distributes transportation fuels and lubricants; manufactures and sells petrochemicals and additives; generates power; and develops and deploys technologies that enhance business value in every aspect of the company's operations. Chevron is based in San Ramon, California.
#> 103                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Chipotle Mexican Grill, Inc. is cultivating a better world by serving responsibly sourced, classically-cooked, real food with wholesome ingredients without artificial colors, flavors or preservatives. Chipotle had over 2,700 restaurants as of September 30, 2020, in the United States, Canada, the United Kingdom, France and Germany and is the only restaurant company of its size that owns and operates all its restaurants. With more than 94,000 employees passionate about providing a great guest experience, Chipotle is a longtime leader and innovator in the food industry. Chipotle is committed to making its food more accessible to everyone while continuing to be a brand with a demonstrated purpose as it leads the way in digital, technology and sustainable business practices. Steve Ells, founder and former executive chairman, first opened Chipotle with a single restaurant in Denver, Coloradoin 1993.
#> 104                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Chubb is the world's largest publicly traded property and casualty insurance company. With operations in 54 countries and territories, Chubb provides commercial and personal property and casualty insurance, personal accident and supplemental health insurance, reinsurance and life insurance to a diverse group of clients. As an underwriting company, we assess, assume and manage risk with insight and discipline. We service and pay our claims fairly and promptly. The company is also defined by its extensive product and service offerings, broad distribution capabilities, exceptional financial strength and local operations globally. Parent company Chubb Limited is listed on the New York Stock Exchange and is a component of the S&P 500 index. Chubb maintains executive offices in Zurich, New York, London, Paris and other locations, and employs approximately 31,000 people worldwide
#> 105                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Church & Dwight Co., Inc. founded in 1846, is the leading U.S. producer of sodium bicarbonate, popularly known as baking soda. The Company manufactures and markets a wide range of personal care, household, and specialty products under recognized brand names such as ARM & HAMMER®, TROJAN®, OXICLEAN®, SPINBRUSH®, FIRST RESPONSE®, NAIR®, ORAJEL®, XTRA®, L'IL CRITTERS® and VITAFUSION®, BATISTE®, WATERPIK®, FLAWLESS®, and ZICAM®. These thirteen key brands represent approximately 80% of the Company's products sales.
#> 106                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Cigna Corporation is a global health service company dedicated to improving the health, well-being and peace of mind of those we serve. Cigna delivers choice, predictability, affordability and access to quality care through integrated capabilities and connected, personalized solutions that advance whole person health. All products and services are provided exclusively by or through operating subsidiaries of Cigna Corporation, including Cigna Health and Life Insurance Company, Cigna Life Insurance Company of New York, Connecticut General Life Insurance Company, Evernorth companies or their affiliates, Express Scripts companies or their affiliates, and Life Insurance Company of North America. Such products and services include an integrated suite of health services, such as medical, dental, behavioral health, pharmacy, vision, supplemental benefits, and other related products including group life, accident and disability insurance. \r \r Cigna maintains sales capability in over 30 countries and jurisdictions, and has more than 175 million customer relationships throughout the world.
#> 107                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Cincinnati Financial Corporation offers primarily business, home and auto insurance through The Cincinnati Insurance Company and its two standard market property casualty companies. The same local independent insurance agencies that market those policies may offer products of its other subsidiaries, including life insurance, fixed annuities and surplus lines property and casualty insurance.
#> 108                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Cintas Corporation helps more than one million businesses of all types and sizes get ready™ to open their doors with confidence every day by providing a wide range of products and services that enhance customers' image and help keep their facilities and employees clean, safe and looking their best. With products and services including uniforms, mats, mops, restroom supplies, first aid and safety products, fire extinguishers and testing, and training and compliance courses, Cintas helps customers get Ready for the Workday®. Headquartered in Cincinnati, Cintas is a publicly held Fortune 500 company traded over the Nasdaq Global Select Market under the symbol CTAS and is a component of both the Standard & Poor's 500 Index and Nasdaq-100 Index.
#> 109                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Cisco is the worldwide leader in technology that powers the Internet. Cisco inspires new possibilities by reimagining your applications, securing your data, transforming your infrastructure, and empowering your teams for a global and inclusive future.
#> 110                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Citigroup Inc. or citi  is an American multinational investment bank and financial services corporation headquartered in New York City. The company was formed by the merger of banking giant Citicorp and financial conglomerate Travelers Group in 1998.\r \r Citigroup is the third largest banking institution in the United States; alongside JPMorgan Chase, Bank of America, and Wells Fargo, it is one of the Big Four banking institutions of the United States.\r \r Citigroup is ranked 30th on the Fortune 500 as of 2019. Citigroup has over 200 million customer accounts and does business in more than 160 countries. It has 204,000 employees.
#> 111                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Citizens Financial Group, Inc. is one of the nation's oldest and largest financial institutions, with $179.2 billion in assets as of September 30, 2020. Headquartered in Providence, Rhode Island, Citizens offers a broad range of retail and commercial banking products and services to individuals, small businesses, middle-market companies, large corporations and institutions. Citizens helps its customers reach their potential by listening to them and by understanding their needs in order to offer tailored advice, ideas and solutions. In Consumer Banking, Citizens provides an integrated experience that includes mobile and online banking, a 24/7 customer contact center and the convenience of approximately 2,700 ATMs and approximately 1,000 branches in 11 states in the New England, Mid-Atlantic and Midwest regions. Consumer Banking products and services include a full range of banking, lending, savings, wealth management and small business offerings. In Commercial Banking, Citizens offers a broad complement of financial products and solutions, including lending and leasing, deposit and treasury management services, foreign exchange, interest rate and commodity risk management solutions, as well as loan syndication, corporate finance, merger and acquisition, and debt and equity capital markets capabilities.
#> 112                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Citrix builds the secure, unified digital workspace technology that helps organizations unlock human potential and deliver a consistent workspace experience wherever work needs to get done. With Citrix, users get a seamless work experience and IT has a unified platform to secure, manage, and monitor diverse technologies in complex cloud environments.
#> 113                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The Clorox Company (NYSE: CLX) is a leading multinational manufacturer and marketer of consumer and professional products with about 8,800 employees worldwide and fiscal year 2020 sales of $6.7 billion. Clorox markets some of the most trusted and recognized consumer brand names, including its namesake bleach and cleaning products; Pine-Sol® cleaners; Liquid-Plumr® clog removers; Poett® home care products; Fresh Step® cat litter; Glad® bags and wraps; Kingsford® charcoal; Hidden Valley® dressings and sauces; Brita® water-filtration products; Burt's Bees® natural personal care products; and RenewLife®, Rainbow Light®, Natural Vitality Calm™, NeoCell® and Stop Aging Now® vitamins, minerals and supplements. The company also markets industry-leading products and technologies for professional customers, including those sold under the CloroxPro™ and Clorox Healthcare® brand names. More than 80% of the company's sales are generated from brands that hold the No. 1 or No. 2 market share positions in their categories.
#> 114                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     As the world's leading and most diverse derivatives marketplace, CME Group enables clients to trade futures, options, cash and OTC markets, optimize portfolios, and analyze data - empowering market participants worldwide to efficiently manage risk and capture opportunities.\r \r CME Group exchanges offer the widest range of global benchmark products across all major asset classes based on interest rates, equityindexes, foreign exchange, energy, agricultural products and metals.The company offers futures and options on futures trading through the CMEGlobex® platform, fixed income trading via BrokerTec and foreign exchange trading on the EBS platform. In addition, it operates one of the world's leading central counterparty clearing providers, CME Clearing. With a range of pre- and post-trade products and services underpinning the entire lifecycle of a trade, CME Group also offers optimization and reconciliation services through TriOptima, and trade processing services through Traiana.
#> 115                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Consumers Energy, Michigan's largest energy provider, is the principal subsidiary of CMS Energy , providing natural gas and/or electricity to 6.7 million of the state's 10 million residents in all 68 Lower Peninsula counties.
#> 116                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The Coca-Cola Company is a total beverage company with products sold in more than 200 countries and territories. The company’s purpose is to refresh the world and make a difference. The Company's portfolio of brands includes Coca-Cola, Sprite, Fanta and other sparkling soft drinks. The Company's hydration, sports, coffee and tea brands include Dasani, smartwater, vitaminwater, Topo Chico, Powerade, Costa, Georgia, Gold Peak, Honest and Ayataka. The Company's nutrition, juice, dairy and plant-based beverage brands include Minute Maid, Simply, innocent, Del Valle, fairlife and AdeS. The Company's constantly transforming our portfolio, from reducing sugar in our drinks to bringing innovative new products to market. The Company seeks to positively impact people’s lives, communities and the planet through water replenishment, packaging recycling, sustainable sourcing practices and carbon emissions reductions across our value chain. Together with our bottling partners, we employ more than 700,000 people, helping bring economic opportunity to local communities worldwide.
#> 117                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Cognizant is one of the world's leading professional services companies, transforming clients' business, operating, and technology models for the digital era. Its unique industry-based, consultative approach helps clients envision, build and run more innovative and efficient businesses. Headquartered in the U.S., Cognizant is ranked 194 on the Fortune 500 and is consistently listed among the most admired companies in the world.
#> 118                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               About Colgate-Palmolive: Colgate-Palmolive Company is a caring, innovative growth company reimagining a healthier future for all people, their pets and our planet. Focused on Oral Care, Personal Care, Home Care and Pet Nutrition, the Company sells its products in more than 200 countries and territories under brands such as Colgate, Palmolive, elmex, hello, meridol, Sorriso, Tom's of Maine, eltaMD, Filorga, Irish Spring, PCA Skin, Protex, Sanex, Softsoap, Speed Stick, Ajax, Axion, Fabuloso, Soupline and Suavitel, as well as Hill's Science Diet and Hill's Prescription Diet. The Company is recognized for its leadership and innovation in promoting environmental sustainability and community well-being, including its achievements in saving water, reducing waste, promoting recyclability and improving children's oral health through its Bright Smiles, Bright Futures program, which has reached more than one billion children since 1991.
#> 119                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Comcast Corporation is a global media and technology company with three primary businesses: Comcast Cable, NBCUniversal, and Sky. Comcast Cable is one of the United States' largest high-speed internet, video, and phone providers to residential customers under the Xfinity brand, and also provides these services to businesses. It also provides wireless and security and automation services to residential customers under the Xfinity brand. NBCUniversal is global and operates news, entertainment and sports cable networks, the NBC and Telemundo broadcast networks, television production operations, television station groups, Universal Pictures, and Universal Parks and Resorts. Sky is one of Europe's leading media and entertainment companies, connecting customers to a broad range of video content through its pay television services. It also provides communications services, including residential high-speed internet, phone, and wireless services. Sky operates the Sky News broadcast network and sports and entertainment networks, produces original content, and has exclusive content rights.
#> 120                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Comerica Incorporated is a financial services company headquartered in Dallas, Texas, and strategically aligned by three business segments: The Commercial Bank, The Retail Bank, and Wealth Management. Comerica focuses on relationships, and helping people and businesses be successful. In addition to Texas, Comerica Bank locations can be found in Arizona, California, Floridaand Michigan, with select businesses operating in several other states, as well as in Canadaand Mexico.
#> 121                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Conagra Brands, Inc., headquartered in Chicago, is one of North America'sleading branded food companies. Guided by an entrepreneurial spirit, Conagra Brands combines a rich heritage of making great food with a sharpened focus on innovation. The company's portfolio is evolving to satisfy people's changing food preferences. Conagra's iconic brands, such as Birds Eye®, Marie Callender's®, Banquet®, Healthy Choice®, Slim Jim®, Reddi-wip®, and Vlasic®, as well as emerging brands, including Angie's® BOOMCHICKAPOP®, Duke's®, Earth Balance®, Gardein®, and Frontera®, offer choices for every occasion.
#> 122                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Headquartered in Houston, Texas, ConocoPhillips had operations and activities in 15 countries, $63 billion of total assets, and approximately 9,800 employees at Sept. 30, 2020. Production excluding Libya averaged 1,108 MBOED for the nine months ended Sept. 30, 2020, and proved reserves were 5.3 BBOE as of Dec. 31, 2019.
#> 123                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Consolidated Edison, Inc. is one of the nation's largest investor-owned energy-delivery companies, with approximately $12 billion in annual revenues and $63 billion in assets. The company provides a wide range of energy-related products and services to its customers through the following subsidiaries: Consolidated Edison Company of New York, Inc., a regulated utility providing electric service in New York City and New York's Westchester County, gas service in Manhattan, the Bronx, parts of Queens and parts of Westchester, and steam service in Manhattan; Orange and Rockland Utilities, Inc. (O&R), a regulated utility serving customers in a 1,300-square-mile-area in southeastern New York State and northern New Jersey; Con Edison Clean Energy Businesses, Inc., the second-largest solar developer in the United States and the seventh-largest worldwide, which, through its subsidiaries develops, owns and operates renewable and sustainable energy infrastructure projects and provides energy-related products and services to wholesale and retail customers; and Con Edison Transmission, Inc., which falls primarily under the oversight of the Federal Energy Regulatory Commission and through its subsidiaries invests in electric transmission projects supporting its parent company's effort to transition to clean, renewable energy. Con Edison Transmission manages, through joint ventures, both electric and gas assets while seeking to develop electric transmission projects that will bring clean, renewable electricity to customers, focusing on New York, New England, the Mid-Atlantic states and the Midwest.
#> 124                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Constellation Brands mission is to build brands that people love because it believes sharing a toast, unwinding after a day, celebrating milestones, and helping people connect, are Worth Reaching For. It's worth its dedication, hard work, and the bold calculated risks it takes to deliver more for its consumers, trade partners, shareholders, and communities in which it lives and works. It's what has made us one of the fastest-growing large CPG companies in the U.S. at retail, and it drives its pursuit to deliver what's next.\r \r Today, it is a leading international producer and marketer of beer, wine, and spirits with operations in the U.S., Mexico, New Zealand, and Italy. Every day, people reach for its high-end, iconic imported beer brands such as Corona Extra, Corona Light, Corona Premier, Modelo Especial, Modelo Negra, and Pacifico, and its high-quality premium wine and spirits brands, including the Robert Mondavi brand family, Kim Crawford, Meiomi, The Prisoner brand family, SVEDKA Vodka, Casa Noble Tequila, and High West Whiskey.\r \r But it won't stop here. Its visionary leadership team and passionate employees from barrel room to boardroom are reaching for the next level, to explore the boundaries of the beverage alcohol industry and beyond.
#> 125                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      <NA>
#> 126                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   CooperCompanies ("Cooper") is a global medical device company. Cooper operates through two business units, CooperVision and CooperSurgical. CooperVision brings a refreshing perspective on vision care with a commitment to developing a wide range of high-quality products for contact lens wearers and providing focused practitioner support. CooperSurgical is committed to advancing the health of women, babies and families with its diversified portfolio of products and services focusing on medical devices and fertility & genomics. Headquartered in San Ramon, CA, Cooper has a workforce of more than 12,000 with products sold in over 100 countries.
#> 127                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Copart, Inc., founded in 1982, is a global leader in online vehicle auctions. Copart's innovative technology and online auction platform links sellers to more than 750,000 Members in over 170 countries. The company offers services to process and sell salvage and clean title vehicles to dealers, dismantlers, rebuilders, exporters and, in some cases, to end users. Copart sells vehicles on behalf of insurance companies, banks, finance companies, charities, fleet operators, dealers, and individual owners. With operations at over 200 locations in 11 countries, Copart has more than 170,000 vehicles available online every day. Copart currently operates in the United States (Copart.com), Canada (Copart.ca), the United Kingdom (Copart.co.uk), the Republic of Ireland (Copart.ie), Brazil (Copart.com.br), Germany (Copart.de), Finland (Copart.fi), the United Arab Emirates, Oman and Bahrain (Copartmea.com), and Spain (Copart.es).
#> 128                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Corning is one of the world's leading innovators in materials science, with a 169-year track record of life-changing inventions. Corning applies its unparalleled expertise in glass science, ceramic science, and optical physics along with its deep manufacturing and engineering capabilities to develop category-defining products that transform industries and enhance people's lives. Corning succeeds through sustained investment in RD&E, a unique combination of material and process innovation, and deep, trust-based relationships with customers who are global leaders in their industries. Corning's capabilities are versatile and synergistic, which allows the company to evolve to meet changing market needs, while also helping our customers capture new opportunities in dynamic industries. Today, Corning's markets include optical communications, mobile consumer electronics, display, automotive, and life sciences.
#> 129                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Corteva Agriscience is a publicly traded, global pure-play agriculture company that provides farmers around the world with the most complete portfolio in the industry - including a balanced and diverse mix of seed, crop protection and digital solutions focused on maximizing productivity to enhance yield and profitability. With some of the most recognized brands in agriculture and an industry-leading product and technology pipeline well positioned to drive growth, the company is committed to working with stakeholders throughout the food system as it fulfills its promise to enrich the lives of those who produce and those who consume, ensuring progress for generations to come. Corteva Agriscience became an independent public company on June 1, 2019 and was previously the Agriculture Division of DowDuPont.
#> 130                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Costco Wholesale Corporation is an American multinational corporation which operates a chain of membership-only big-box retail stores. The company offers sundries, dry groceries, candies, coolers, freezers, liquor, and tobacco and deli products; appliances, electronics, health and beauty aids, hardware, garden and patio products, sporting goods, tires, toys and seasonal products, office supplies, automotive care products, postages, tickets, apparel, small appliances, furniture, domestics, housewares, special order kiosks, and jewelry; and meat, produce, service deli, and bakery products.
#> 131                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Coterra is a premier, diversified energy company based in Houston, Texas. The company strives to be a leading producer, delivering returns with a commitment to sustainability leadership.
#> 132                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Crown Castle owns, operates and leases more than 40,000 cell towers and approximately 80,000 route miles of fiber supporting small cells and fiber solutions across every major U.S. market. This nationwide portfolio of communications infrastructure connects cities and communities to essential data, technology and wireless service – bringing information, ideas and innovations to the people and businesses that need them.
#> 133                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                CSX Corporation, based in Jacksonville, Florida, is a premier transportation company.  It provides rail, intermodal and rail-to-truck transload services and solutions to customers across a broad array of markets, including energy, industrial, construction, agricultural and consumer products. For nearly 200 years, CSX has played a critical role in the nation's economic expansion and industrial development. Its network connects every major metropolitan area in the eastern United States, where nearly two-thirds of the nation's population resides. It also links more than 230 short-line railroads and more than 70 ocean, river and lake ports with major population centers and farming towns alike.
#> 134                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Cummins Inc., a global power leader, is a corporation of complementary business segments that design, manufacture, distribute and service a broad portfolio of power solutions. The company's products range from diesel, natural gas, electric and hybrid powertrains and powertrain-related components including filtration, aftertreatment, turbochargers, fuel systems, controls systems, air handling systems, automated transmissions, electric power generation systems, batteries, electrified power systems, hydrogen generation and fuel cell products. Headquartered in Columbus, Indiana (U.S.), since its founding in 1919, Cummins employs approximately 57,825 people committed to powering a more prosperous world through three global corporate responsibility priorities critical to healthy communities: education, environment and equality of opportunity. Cummins serves its customers online, through a network of company-owned and independent distributor locations, and through thousands of dealer locations worldwide and earned about $1.8 billion on sales of $19.8 billion in 2020.
#> 135                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       CVS Health is a different kind of health care company. It is a diversified health services company with nearly 300,000 employees united around a common purpose of helping people on their path to better health. In an increasingly connected and digital world, it is meeting people wherever they are and changing health care to meet their needs. Built on a foundation of unmatched community presence, its diversified model engages one in three Americans each year. From its innovative new services at HealthHUB locations, to transformative programs that help manage chronic conditions, it is making health care more accessible, more affordable and simply better.
#> 136                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       D.R. Horton, Inc., America's Builder, has been the largest homebuilder by volume in the United States since 2002. Founded in 1978 in Fort Worth, Texas, D.R. Horton has operations in 88 markets in 29 states across the United States and closed 65,388 homes during its fiscal year ended September 30, 2020. The Company is engaged in the construction and sale of high-quality homes through its diverse brand portfolio that includes D.R. Horton, Emerald Homes, Express Homes and Freedom Homes ranging from $150,000 to over $1,000,000. D.R. Horton also provides mortgage financing, title services and insurance agency services for homebuyers through its mortgage, title and insurance subsidiaries.
#> 137                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Danaher Corporation is a global science and technology innovator committed to helping its customers solve complex challenges and improving quality of life around the world. Its family of world class brands has leadership positions in the demanding and attractive health care, environmental and applied end-markets. With more than 20 operating companies, Danahers globally diverse team of approximately 69,000 associates is united by a common culture and operating system, the Danaher Business System, and its Shared Purpose, Helping Realize Lifes Potential.
#> 138                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Darden is a restaurant company featuring a portfolio of differentiated brands that include Olive Garden, LongHorn Steakhouse, Cheddar's Scratch Kitchen, Yard House, The Capital Grille, Seasons 52, Bahama Breeze and Eddie V's.
#> 139                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            DaVita Inc. is a health care provider focused on transforming care delivery to improve quality of life for patients globally. The company is one of the largest providers of kidney care services in the U.S. and has been a leader in clinical quality and innovation for more than 20 years. Through DaVita Kidney Care, the company treats patients with chronic kidney failure and end stage kidney disease. DaVita is committed to bold, patient-centric care models, implementing the latest technologies and moving toward integrated care offerings for all. Through these efforts, DaVita has also become the largest provider of home dialysis in the country. As of December 31, 2020, DaVita served 204,200 patients at 2,816 outpatient dialysis centers in the United States. The company also operated 321 outpatient dialysis centers in ten countries worldwide. DaVita has reduced hospitalizations, improved mortality, and worked collaboratively to propel the kidney care industry to adopt an equitable and high-quality standard of care for all patients, everywhere.
#> 140                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Deere & Company is a world leader in providing advanced products, technology and services for customers whose work is revolutionizing agriculture and construction - those who cultivate, harvest, transform, enrich and build upon the land to meet the world's increasing need for food, fuel, shelter and infrastructure.
#> 141                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Delta Air Lines is the U.S. global airline leader in safety, innovation, reliability and customer experience. Powered by its employees around the world, Delta has for a decade led the airline industry in operational excellence while maintaining its reputation for award-winning customer service.
#> 142                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dentsply Sirona is the world's largest manufacturer of professional dental products and technologies, with a 134-year history of innovation and service to the dental industry and patients worldwide. Dentsply Sirona develops, manufactures, and markets a comprehensive solutions offering including dental and oral health products as well as other consumable medical devices under a strong portfolio of world class brands. As The Dental Solutions Company, Dentsply Sirona's products provide innovative, high-quality and effective solutions to advance patient care and deliver better, safer and faster dentistry.
#> 143                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Devon Energy Corporation is an American energy company engaged in hydrocarbon exploration in the American market. It is organized in Delaware and its corporate operative headquarters are in the 50-story Devon Energy Center in Oklahoma City, Oklahoma.
#> 144                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     DexCom, Inc. empowers people to take control of diabetes through innovative continuous glucose monitoring (CGM) products. Headquartered in San Diego, California, Dexcom has emerged as a leader of diabetes care technology. By listening to the needs of patients, caregivers, and clinicians, Dexcom simplifies and improves diabetes management around the world.
#> 145                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Diamondback is an independent oil and natural gas company headquartered in Midland, Texas focused on the acquisition, development, exploration and exploitation of unconventional, onshore oil and natural gas reserves primarily in the Permian Basin in West Texas.
#> 146                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Digital Realty supports the world's leading enterprises and service providers by delivering the full spectrum of data center, colocation and interconnection solutions.  PlatformDIGITAL®, the company's global data center platform, provides customers a trusted foundation and proven Pervasive Datacenter Architecture (PDx™) solution methodology for scaling digital business and efficiently managing data gravity challenges.  Digital Realty's global data center footprint gives customers access to the connected communities that matter to them with more than 290 facilities in 49 metros across 24 countries on six continents.
#> 147                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Discover Financial Servicesis a digital banking and payment services company with one of the most trusted brands in U.S. financial services. Since its inception in 1986, the company has become one of the largest card issuers in the United States. The company issues the Discover card, America's cash rewards pioneer, and offers private student loans, personal loans, home loans, checking and savings accounts and certificates of deposit through its banking business. It operates the Discover Global Network comprised of Discover Network, with millions of merchant and cash access locations; PULSE, one of the nation's leading ATM/debit networks; and Diners Club International, a global payments network with acceptance around the world.
#> 148                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         DISH Network Corporation is a connectivity company. Since 1980, it has served as a disruptive force, driving innovation and value on behalf of consumers. Through its subsidiaries, the company provides television entertainment and award-winning technology to millions of customers with its satellite DISH TV and streaming SLING TV services. In 2020, the company became a nationwide U.S. wireless carrier through the acquisition of Boost Mobile. DISH continues to innovate in wireless, building the nation's first cloud native, OpenRAN-based 5G broadband network.
#> 149                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         The Walt Disney Company, together with its subsidiaries and affiliates, is a leading diversified international family entertainment and media enterprise that includes Parks, Experiences and Products; Media & Entertainment Distribution; and three content groups—Studios, General Entertainment and Sports–focused on developing and producing content for DTC, theatrical and linear platforms. Disney is a Dow 30 company and had annual revenues of $65.4 billion in its Fiscal Year 2020.
#> 150                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dollar General Corporation has been delivering value to shoppers for more than 80 years. Dollar General helps shoppers Save time. Save money. Every day.® by offering products that are frequently used and replenished, such as food, snacks, health and beauty aids, cleaning supplies, basic apparel, housewares and seasonal items at everyday low prices in convenient neighborhood locations. Dollar General operated 16,979 stores in 46 states as of October 30, 2020. In addition to high-quality private brands, Dollar General sells products from America's most-trusted manufacturers such as Clorox, Energizer, Procter & Gamble, Hanes, Coca-Cola, Mars, Unilever, Nestle, Kimberly-Clark, Kellogg's, General Mills, and PepsiCo.
#> 151                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Dollar Tree, a Fortune 200 Company, operated 15,606 stores across 48 states and five Canadian provinces as of October 31, 2020. Stores operate under the brands of Dollar Tree, Family Dollar, and Dollar Tree Canada.
#> 152                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     More than 7 million customers in 16 states?energize their homes and businesses with electricity or natural gas from Dominion Energy, headquartered in?Richmond, Va.?The company is committed to sustainable, reliable, affordable and safe energy?and to achieving net zero carbon dioxide and methane emissions from its power generation and gas infrastructure operations by 2050.
#> 153                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Domino's Pizza, Inc., branded as Domino's, is an American multinational pizza restaurant chain founded in 1960. The corporation is Delaware domiciled and headquartered at the Domino's Farms Office Park in Ann Arbor, Michigan.
#> 154                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Headquartered in Downers Grove, Illinois, Dover Corporation is a diversified global manufacturer and solutions provider with annual revenue of approximately $7 billion. The company delivers innovative equipment and components, consumable supplies, aftermarket parts, software and digital solutions, and support services through five operating segments: Engineered Products, Fueling Solutions, Imaging & Identification, Pumps & Process Solutions and Refrigeration & Food Equipment. Dover combines global scale, operational agility, world-class engineering capability and customer intimacy to lead the markets the company serves. Recognized for its entrepreneurial approach for over 60 years, its team of over 23,000 employees takes an ownership mindset, collaborating with customers to redefine what's possible.
#> 155                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Dow combines global breadth, asset integration and scale, focused innovation and leading business positions to achieve profitable growth. The Company's ambition is to become the most innovative, customer centric, inclusive and sustainable materials science company, with a purpose to deliver a sustainable future for the world through its materials science expertise and collaboration with its partners. Dow's portfolio of plastics, industrial intermediates, coatings and silicones businesses delivers a broad range of differentiated science-based products and solutions for its customers in high-growth market segments, such as packaging, infrastructure, mobility and consumer care. Dow operates 106 manufacturing sites in 31 countries and employs approximately 35,700 people. Dow delivered sales of approximately $39 billion in 2020.
#> 156                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DTE Energy is a Detroit-based diversified energy company involved in the development and management of energy-related businesses and services nationwide. Its operating units include an electric company serving 2.2 million customers in Southeast Michigan and a natural gas company serving 1.3 million customers in Michigan. The DTE portfolio includes energy businesses focused on power and industrial projects; renewable natural gas; natural gas pipelines, gathering and storage; and energy marketing and trading. As an environmental leader, DTE utility operations will reduce carbon dioxide and methane emissions by more than 80% by 2040 to produce cleaner energy while keeping it safe, reliable and affordable. DTE Electric aspires to achieve net zero carbon by 2050. DTE is committed to serving with its energy through volunteerism, education and employment initiatives, philanthropy and economic progress.
#> 157                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Duke Energy, a Fortune 150 company headquartered in Charlotte, N.C., is one of the largest energy holding companies in the U.S. It employs 30,000 people and has an electric generating capacity of 51,000 megawatts through its regulated utilities, and 3,000 megawatts through its nonregulated Duke Energy Renewables unit.\r \r Duke Energy is transforming its customers' experience, modernizing the energy grid, generating cleaner energy and expanding natural gas infrastructure to create a smarter energy future for the people and communities it serves. The Electric Utilities and Infrastructure unit's regulated utilities serve approximately 7.7 million retail electric customers in six states - North Carolina, South Carolina, Florida, Indiana, Ohio and Kentucky. The Gas Utilities and Infrastructure unit distributes natural gas to more than 1.6 million customers in five states - North Carolina, South Carolina, Tennessee, Ohio and Kentucky. The Duke Energy Renewables unit operates wind and solar generation facilities across the U.S., as well as energy storage and microgrid projects.\r \r Duke Energy was named to Fortune's 2020 'World's Most Admired Companies' list, and Forbes' 2019 'America's Best Employers' list.
#> 158                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Duke Realty Corporation owns and operates approximately 159 million rentable square feet of industrial assets in 20 major logistics markets. Duke Realty Corporation is a component of the S&P 500 Index.
#> 159                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       DuPont is a global innovation leader with technology-based materials, ingredients and solutions that help transform industries and everyday life. DuPont applies diverse science and expertise to help customers advance their best ideas and deliver essential innovations in key markets including electronics, transportation, construction, water, health and wellness, food and worker safety.
#> 160                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       DXC Technology helps global companies run their mission critical systems and operations while modernizing IT, optimizing data architectures, and ensuring security and scalability across public, private and hybrid clouds. With decades of driving innovation, the world's largest companies trust DXC to provide services across the Enterprise Technology Stack to deliver new levels of performance, competitiveness and customer experiences.
#> 161                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Founded in 1920, Eastman is a global specialty materials company that produces a broad range of products found in items people use every day. With the purpose of enhancing the quality of life in a material way, Eastman works with customers to deliver innovative products and solutions while maintaining a commitment to safety and sustainability. The company's innovation-driven growth model takes advantage of world- class technology platforms, deep customer engagement, and differentiated application development to grow its leading positions in attractive end-markets such as transportation, building and construction, and consumables. As a globally inclusive and diverse company, Eastman employs approximately 14,500 people around the world and serves customers in more than 100 countries. The company had 2019 revenues of approximately $9.3 billion and is headquartered in Kingsport, Tennessee, USA.
#> 162                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Eaton's mission is to improve the quality of life and the environment through the use of power management technologies and services. The Company provides sustainable solutions that help our customers effectively manage electrical, hydraulic, and mechanical power - more safely, more efficiently, and more reliably. Eaton's 2020 revenues were $17.9 billion, and it sells products to customers in more than 175 countries. The Company has approximately 92,000 employees.
#> 163                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  eBay Inc. is an American multinational e-commerce company based in San Jose, California, that facilitates consumer-to-consumer and business-to-consumer sales through its website. eBay was founded by Pierre Omidyar in 1995, and became a notable success story of the dot-com bubble.
#> 164                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A trusted partner at nearly 3 million commercial customer locations, Ecolab (ECL) is the global leader in water, hygiene and infection prevention solutions and services. With annual sales of $13 billion and more than 45,000 associates, Ecolab delivers comprehensive solutions, data-driven insights and personalized service to advance food safety, maintain clean and safe environments, optimize water and energy use, and improve operational efficiencies and sustainability for customers in the food, healthcare, hospitality and industrial markets in more than 170 countries around the world.
#> 165                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Edison International is one of the nation’s largest electric utility holding companies, providing clean and reliable energy and energy services through its independent companies. Headquartered in Rosemead, California, Edison International is the parent company of Southern California Edison Company, a utility that delivers electricity to 15 million people across Southern, Central and Coastal California. Edison International is also the parent company of Edison Energy, a global energy advisory company delivering comprehensive, data-driven energy solutions to commercial and industrial users to meet their cost, sustainability and risk goals.
#> 166                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Edwards Lifesciences is the global leader of patient-focused innovations for structural heart disease and critical care monitoring. Edwards Lifesciences is driven by a passion for patients, dedicated to improving and enhancing lives through partnerships with clinicians and stakeholders across the global healthcare landscape.
#> 167                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Electronic Arts is a global leader in digital interactive entertainment. The Company develops and delivers games, content and online services for Internet-connected consoles, mobile devices and personal computers.\r \r In fiscal year 2020, EA posted GAAP net revenue of $5.5 billion. Headquartered in Redwood City, California, EA is recognized for a portfolio of critically acclaimed, high-quality brands such as EA SPORTS™ FIFA, Battlefield™, Apex Legends™, The Sims™, Madden NFL, Need for Speed™, Titanfall™ and Plants vs. Zombies™.
#> 168                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Anthem is a leading health benefits company dedicated to improving lives and communities, and making healthcare simpler. Through its affiliated companies, Anthem serves more than 110 million people, including approximately 43 million within its family of health plans. We aim to be the most innovative, valuable and inclusive partner.
#> 169                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Lilly is a global health care leader that unites caring with discovery to create medicines that make life better for people around the world. It was founded more than a century ago by a man committed to creating high-quality medicines that meet real needs, and today it remains true to that mission in all its work. Across the globe, Lilly employees work to discover and bring life-changing medicines to those who need them, improve the understanding and management of disease, and give back to communities through philanthropy and volunteerism.
#> 170                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Emerson, headquartered in St. Louis, Missouri (USA), is a global technology and engineering company providing innovative solutions for customers in industrial, commercial, and residential markets. Its Automation Solutions business helps process, hybrid, and discrete manufacturers maximize production, protect personnel and the environment while optimizing their energy and operating costs. Its Commercial & Residential Solutions business helps ensure human comfort and health, protect food quality and safety, advance energy efficiency, and create sustainable infrastructure.
#> 171                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Enphase Energy, a global energy technology company, delivers smart, easy-to-use solutions that manage solar generation, storage and communication on one intelligent platform. The Company revolutionized the solar industry with its microinverter technology and produces a fully integrated solar-plus-storage solution. Enphase has shipped more than 32 million microinverters, and approximately 1.4 million Enphase-based systems have been deployed in more than 130 countries.
#> 172                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Entergy Corporation is an integrated energy company engaged in electric power production, transmission and retail distribution operations. Entergy delivers electricity to 3 million utility customers in Arkansas, Louisiana, Mississippi and Texas. Entergy owns and operates one of the cleanest large-scale U.S. power generating fleets with approximately 30,000 megawatts of electric generating capacity, including 8,000 megawatts of nuclear power. Headquartered in New Orleans, Louisiana, Entergy has annual revenues of $10 billion and more than 13,000 employees.
#> 173                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             EOG Resources, Inc. is one of the largest crude oil and natural gas exploration and production companies in the United States with proved reserves in the United States, Trinidad, and China.
#> 174                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Since 1993, EPAM Systems, Inc. has leveraged its software engineering expertise to become a leading global product development, digital platform engineering, and top digital and product design agency. Through its 'Engineering DNA' and innovative strategy, consulting, and design capabilities, EPAM works in collaboration with its customers to deliver next-gen solutions that turn complex business challenges into real business outcomes. EPAM's global teams serve customers in more than 35 countries across North America, Europe, Asia and Australia. As a recognized market leader in multiple categories among top global independent research agencies, EPAM was one of only four technology companies to appear on Forbes 25 Fastest Growing Public Tech Companies list every year of publication since 2013 and ranked as the top IT services company on Fortune's 100 Fastest-Growing Companies list of 2019 and 2020.
#> 175                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Equifax Inc. believes knowledge drives progress. As a global data, analytics, and technology company, Equifax plays an essential role in the global economy by helping financial institutions, companies, employees, and government agencies make critical decisions with greater confidence. Its unique blend of differentiated data, analytics, and cloud technology drives insights to power decisions to move people forward. Headquartered in Atlanta and supported by more than 11,000 employees worldwide, Equifax operates or has investments in 25 countries in North America, Central and South America, Europe, and the Asia Pacific region.
#> 176                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Equinix is the world's digital infrastructure company, enabling digital leaders to harness a trusted platform to bring together and interconnect the foundational infrastructure that powers their success. Equinix enables today's businesses to access all the right places, partners and possibilities they need to accelerate advantage. With Equinix, they can scale with agility, speed the launch of digital services, deliver world-class experiences and multiply their value.
#> 177                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Equity Residential is committed to creating communities where people thrive. The Company, a member of the S&P 500, is focused on the acquisition, development and management of rental apartment properties located in urban and high-density suburban communities where today’s renters want to live, work and play. Equity Residential owns or has investments in 304 properties consisting of 77,889 apartment units, located in Boston, New York, Washington, D.C., Seattle, San Francisco, Southern California and Denver.
#> 178                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Essex Property Trust, Inc. ('Essex'), an S&P 500 company, is a fully integrated real estate investment trust ('REIT') that acquires, develops, redevelops, and manages multifamily residential properties in selected West Coast markets. Essex currently has ownership interests in 246 apartment communities comprising approximately 60,000 apartment homes with an additional 6 properties in various stages of active development.
#> 179                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 The Estée Lauder Companies Inc. is one of the world's leading manufacturers and marketers of quality skin care, makeup, fragrance and hair care products. \r \r As the global leader in prestige beauty, Estée Lauder touches over half a billion consumers a year. The Company's products are sold in over 150 countries and territories under the following brand names: AERIN, Aramis, Aveda, BECCA, Bobbi Brown, Bumble and bumble, By Kilian, Clinique, Darphin, Donna Karan, DKNY, Dr. Jart+, Editions de Parfums Frédéric Malle, Ermenegildo Zegna, Estée Lauder, GLAMGLOW, Jo Malone London, Kiton, La Mer, Lab Series, Le Labo, M•A•C, Michael Kors, Origins, Prescriptives, RODIN olio lusso, Smashbox, Tom Ford, Tommy Hilfiger and Too Faced.
#> 180                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Etsy, Inc. operates two-sided online marketplaces that connect millions of passionate and creative buyers and sellers around the world. Our primary marketplace, Etsy.com, is the global destination for unique and creative goods. Buyers come to Etsy to be inspired and delighted by items that are crafted and curated by creative entrepreneurs. For sellers, we offer a range of tools and services that address key business needs. In addition, Etsy, Inc. owns Reverb, a leading global online marketplace dedicated to buying and selling new, used, and vintage musical instruments.\r Etsy's mission is to keep commerce human, and we're committed to using the power of business to strengthen communities and empower people. Our company was founded in 2005 and is headquartered in Brooklyn, New York.
#> 181                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Everest Re Group, Ltd. is a leading global provider of reinsurance and insurance, operating for close to 50 years through subsidiaries in the U.S., Europe, Singapore, Canada, Bermuda and other territories.
#> 182                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Evergy, Inc. serves approximately 1.6 million customers in Kansas and Missouri. The company was formed in 2018 when long-term local energy providers KCP&L and Westar Energy merged. Evergy is a leader in renewable energy, supplying nearly half of the power the company provides to homes and businesses from emission-free generation. Evergy supports its local communities where the companuy lives and works and strives to meet the needs of customers through energy savings and innovative solutions.
#> 183                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Eversource transmits and delivers electricity and natural gas and supplies water to approximately 4.3 million customers in Connecticut, Massachusetts and New Hampshire. Recognized as the top U.S. utility for its energy efficiency programs by the sustainability advocacy organization Ceres, Eversource harnesses the commitment of about 9,000 employees across three states to build a single, united company around the mission of safely delivering reliable energy and water with superior customer service.
#> 184                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Exelon Corporation is an American Fortune 100 energy company headquartered in Chicago, Illinois and incorporated in Pennsylvania. It generates revenues of approximately $33.5 billion and employs approximately 33,400 people.
#> 185                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Expedia Group helps knock down the barriers to travel, making it easier, more enjoyable, more attainable and more accessible. Company is here to bring the world within reach for customers and partners around the globe. Expedia leverages its platform and technology capabilities across an extensive portfolio of businesses and brands to orchestrate the movement of people and the delivery of travel experiences on both a local and global basis. Expedia family of travel brands includes: Brand Expedia®, Hotels.com®, Expedia® Partner Solutions, Vrbo®, Egencia®, trivago®, HomeAway®, Orbitz®, Travelocity®, Hotwire®, Wotif®, ebookers®, CheapTickets®, Expedia Group™ Media Solutions, Expedia Local Expert®, CarRentals.com™, Expedia® CruiseShipCenters®, Classic Vacations®, Traveldoo®, VacationRentals.com and SilverRail™.
#> 186                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Expeditors is a global logistics company headquartered in Seattle, Washington. The Company employs trained professionals in 176 district offices and numerous branch locations located on six continents linked into a seamless worldwide network through an integrated information management system. Services include the consolidation or forwarding of air and ocean freight, customs brokerage, vendor consolidation, cargo insurance, time-definite transportation, order management, warehousing and distribution and customized logistics solutions.
#> 187                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Extra Space Storage Inc., headquartered in Salt Lake City, is a fully integrated, self-administered and self-managed real estate investment trust, and a member of the S&P 500. As of December 31, 2020, Extra Space owned and/or operated 1,921 self-storage properties, which comprise approximately 1.4 million units and approximately 149.2 million square feet of rentable storage space offering customers conveniently located and secure storage units across the country, including boat storage, RV storage and business storage. Extra Space is the second largest owner and/or operator of self-storage properties in the United States  and is the largest self-storage management company in the United States.
#> 188                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ExxonMobil, one of the largest publicly traded international energy companies, uses technology and innovation to help meet the world's growing energy needs. ExxonMobil holds an industry-leading inventory of resources, is one of the largest refiners and marketers of petroleum products, and its chemical company is one of the largest in the world.
#> 189                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        F5, Inc. is an American technology company specializing in application security, multi-cloud management, online fraud prevention, application delivery networking (ADN), application availability & performance, network security, and access & authorization. F5 originally offered application delivery controller (ADC) technology, but expanded into application layer, automation, multi-cloud, and security services. As ransomware, data leaks, DDoS, and other attacks on businesses of all sizes are arising, companies such as F5 have continued to reinvent themselves.
#> 190                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          FactSet Research Systems Inc. delivers superior content, analytics, and flexible technology to help more than 138,000 users see and seize opportunity sooner. the company gives investment professionals the edge to outperform with informed insights, workflow solutions across the portfolio lifecycle, and industry-leading support from dedicated specialists. FactSet is proud to have been recognized with multiple awards for our analytical and data-driven solutions and repeatedly scored 100 by the Human Rights Campaign® Corporate Equality Index for our LGBTQ+ inclusive policies and practices.
#> 191                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Fastenal helps customers simplify and realize product and process savings across their supply chain. It sells a broad oCering of products spanning more than nine major product lines - from fasteners and tools to safety and janitorial supplies. These products are eciently distributed to manufacturing facilities, job sites, and other customer locations through local service teams and point-of-use inventory solutions, including industrial vending technology and bin stock programs (Fastenal Managed Inventory or FMI®). Its distribution system centers on over 3,200 in-market locations (a combination of public branches and customer-speci c Onsite locations), primarily in North America but also in Asia, Europe, and Central and South America, each providing tailored inventory, exible service, and custom solutions to drive the unique goals of local customers. These in-market servicing locations are supported by Vfteen regional distribution centers, a captive logistics Deet, robust sourcing, quality and manufacturing resources, and multiple teams of industry specialists and support personnel - all working toward Fastenal's common goal of Growth Through Customer Service®.
#> 192                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Federal Realty is a recognized leader in the ownership, operation and redevelopment of high-quality retail-based properties located primarily in major coastal markets from Washington, D.C. to Boston as well as San Francisco and Los Angeles. Founded in 1962, Federal Realty's mission is to deliver long-term, sustainable growth through investing in densely populated, affluent communities where retail demand exceeds supply. Its expertise includes creating urban, mixed-use neighborhoods like Santana Row in San Jose, California, Pike & Rose in North Bethesda, Maryland and Assembly Row in Somerville, Massachusetts. These unique and vibrant environments that combine shopping, dining, living and working provide a destination experience valued by their respective communities. Federal Realty's 101 properties include approximately 2,800 tenants, in 23 million square feet, and approximately 2,900 residential units.
#> 193                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   FedEx Corp. provides customers and businesses worldwide with a broad portfolio of transportation, e-commerce and business services. With annual revenue of $75 billion, the company offers integrated business solutions through operating companies competing collectively, operating collaboratively and innovating digitally under the respected FedEx brand. Consistently ranked among the world’s most admired and trusted employers, FedEx inspires its nearly 600,000 team members to remain focused on safety, the highest ethical and professional standards and the needs of their customers and communities.
#> 194                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Fifth Third Bancorp is a diversified financial services company headquartered in Cincinnati, Ohio, and the indirect parent company of Fifth Third Bank, National Association, a federally chartered institution. As of December 31, 2020, the Company had $205 billion in assets and operated 1,134 full-service Banking Centers, and 2,397 Fifth Third branded ATMs in Ohio, Kentucky, Indiana, Michigan, Illinois, Florida, Tennessee, West Virginia, Georgia, North Carolina and South Carolina. In total, Fifth Third provides its customers with access to approximately 52,000 fee-free ATMs across the United States. Fifth Third operates four main businesses: Commercial Banking, Branch Banking, Consumer Lending, and Wealth & Asset Management. Fifth Third is among the largest money managers in the Midwest and, as of December 31, 2020, had $434 billion in assets under care, of which it managed $54 billion for individuals, corporations and not-for-profit organizations through its Trust and Registered Investment Advisory businesses.
#> 195                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Founded in 1985, First Republic and its subsidiaries offer private banking, private business banking and private wealth management, including investment, trust and brokerage services. First Republic specializes in delivering exceptional, relationship-based service and offers a complete line of products, including residential, commercial and personal loans, deposit services, and wealth management. Services are offered through preferred banking or wealth management offices primarily in San Francisco, Palo Alto, Los Angeles, Santa Barbara, Newport Beach and San Diego, California; Portland, Oregon; Boston, Massachusetts; Palm Beach, Florida; Greenwich, Connecticut; New York, New York; and Jackson, Wyoming. First Republic is a constituent of the S&P 500 Index and KBW Nasdaq Bank Index.
#> 196                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                FirstEnergy Corp. is dedicated to safety, reliability and operational excellence. Its ten electric distribution companies form one of the nation's largest investor-owned electric systems, serving customers in Ohio, Pennsylvania, New Jersey, West Virginia, Maryland and New York. The company's transmission subsidiaries operate approximately 24,500 miles of transmission lines that connect the Midwest and Mid-Atlantic regions.
#> 197                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          FIS is a leading provider of technology solutions for merchants, banks and capital markets firms globally. Its employees are dedicated to advancing the way the world pays, banks and invests by applying its scale, deep expertise and data-driven insights. The Company helps its clients use technology in innovative ways to solve business-critical challenges and deliver superior experiences for their customers. Headquartered in Jacksonville, Florida, FIS is a Fortune 500® company and is a member of Standard & Poor's 500® Index.
#> 198                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Fiserv, Inc. aspires to move money and information in a way that moves the world. As a global leader in payments and financial technology, the company helps clients achieve best-in-class results through a commitment to innovation and excellence in areas including account processing and digital banking solutions; card issuer processing and network services; payments; e-commerce; merchant acquiring and processing; and the Clover® cloud-based point-of-sale solution. Fiserv is a member of the S&P 500® Index and the FORTUNE® 500, and is among FORTUNE World's Most Admired Companies ®.
#> 199                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           FLEETCOR Technologies s a leading global business payments company that simplifies the way businesses manage and pay their expenses. The FLEETCOR portfolio of brands help companies automate, secure, digitize and control payments on behalf of, their employees and suppliers. FLEETCOR serves businesses, partners and merchants in North America, Latin America, Europe, and Asia Pacific.
#> 200                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               FMC Corporation, an agricultural sciences company, provides innovative solutions to growers around the world with a robust product portfolio fueled by a market-driven discovery and development pipeline in crop protection, plant health, and professional pest and turf management. This powerful combination of advanced technologies includes leading insect control products based on Rynaxypyr® and Cyazypyr® active ingredients; Authority®, Boral®, Centium®, Command® and Gamit® branded herbicides; Talstar® and Hero® branded insecticides; and flutriafol-based fungicides. The FMC portfolio also includes biologicals such as Quartzo® and Presence® bionematicides. FMC Corporation employs approximately 6,400 employees around the globe.
#> 201                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Ford Motor Company  is a global company based in Dearborn, Michigan. The company designs, manufactures, markets and services a full line of Ford cars, trucks, SUVs, electrified vehicles and Lincoln luxury vehicles, provides financial services through Ford Motor Credit Company and is pursuing leadership positions in electrification; mobility solutions, including self-driving services; and connected services. Ford employs approximately 187,000 people worldwide.
#> 202                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Fortinet secures the largest enterprise, service provider, and government organizations around the world. Fortinet empowers its customers with complete visibility and control across the expanding attack surface and the power to take on ever-increasing performance requirements today and into the future. Only the Fortinet Security Fabric platform can address the most critical security challenges and protect data across the entire digital infrastructure, whether in networked, application, multi-cloud or edge environments. Fortinet ranks #1 in the most security appliances shipped worldwide and more than 500,000 customers trust Fortinet to protect their businesses. Both a technology company and a learning organization, the Fortinet Network Security Expert (NSE) Training Institute has one of the largest and broadest cybersecurity training programs in the industry.
#> 203                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Fortive is a provider of essential technologies for connected workflow solutions across a range of attractive end-markets. The company holds leading positions in intelligent operating solutions, precision technologies, and advanced healthcare solutions. Fortive is headquartered in Everett, Washington and employs a team of more than 17,000 research and development, manufacturing, sales, distribution, service and administrative employees in more than 50 countries around the world. With a culture rooted in continuous improvement, the core of our company’s operating model is the Fortive Business System.
#> 204                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Fortune Brands Home & Security, Inc., headquartered in Deerfield, IL., creates products and services that fulfill the dreams of home. The Company's operating segments are Plumbing, Cabinets and Outdoors & Security. Its trusted brands include Moen, Riobel, Perrin & Rowe, Shaws, Victoria + Albert and Rohl under the Global Plumbing Group (GPG); more than a dozen core brands under MasterBrand Cabinets; Therma-Tru entry door systems, LARSON storm, screen and security doors, Fiberon composite decking and Master Lock and SentrySafe security products in the Outdoors & Security segment. Fortune Brands holds market leadership positions in all of its segments. Fortune Brands is part of the S&P 500 Index and a Fortune 500 Company.
#> 205                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Fox Corporation produces and distributes compelling news, sports and entertainment content through its iconic domestic brands including: FOX News Media, FOX Sports, FOX Entertainment and FOX Television Stations. These brands hold cultural significance with consumers and commercial importance for distributors and advertisers. The breadth and depth of its footprint allows them to deliver content that engages and informs audiences, develop deeper consumer relationships and create more compelling product offerings. FOX maintains an impressive track record of news, sports, and entertainment industry success that shapes its strategy to capitalize on existing strengths and invest in new initiatives.
#> 206                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Franklin Resources, Inc. is a global investment management organization with subsidiaries operating as Franklin Templeton and serving clients in over 165 countries. Franklin Templeton's mission is to help clients achieve better outcomes through investment management expertise, wealth management and technology solutions. Through its specialist investment managers, the company brings extensive capabilities in equity, fixed income, multi-asset solutions and alternatives. With offices in more than 30 countries and approximately 1,300 investment professionals, the California-based company has over 70 years of investment experience. The company posts information that may be significant for investors in the Investor Relations and News Center sections of its website, and encourages investors to consult those sections regularly.
#> 207                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     FCX is a leading international mining company with headquarters in Phoenix, Arizona. FCX operates large, long-lived, geographically diverse assets with significant proven and probable reserves of copper, gold and molybdenum. FCX is one of the world's largest publicly traded copper producers.\r \r FCX's portfolio of assets includes the Grasberg minerals district in Indonesia, one of the world's largest copper and gold deposits; and significant mining operations in North America and South America, including the large-scale Morenci minerals district in Arizona and the Cerro Verde operation in Peru.\r \r By supplying responsibly produced copper, FCX is proud to be a positive contributor to the world well beyond its operational boundaries. Additional information about FCX is available on FCX's website at 'fcx.com.'
#> 208                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Garmin, formerly known as ProNav, is an American multinational technology company founded in 1989, with headquarters in Olathe, Kansas. The company specializes in GPS technology for automotive, aviation, marine, outdoor, and sport activities.\r \r Garmin Ltd. is incorporated in Switzerland, and its principal subsidiaries are located in the United States, Taiwan and the United Kingdom. Garmin is a registered trademark of Garmin Ltd.
#> 209                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Gartner, Inc. is the world's leading research and advisory company and a member of the S&P 500. Gartner equips business leaders with indispensable insights, advice and tools to achieve their mission-critical priorities and build the successful organizations of tomorrow.\r \r Its unmatched combination of expert-led, practitioner-sourced and data-driven research steers clients toward the right decisions on the issues that matter most. Gartner is a trusted advisor and an objective resource for more than 14,000 enterprises in more than 100 countries - across all major functions, in every industry and enterprise size.
#> 210                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Founded in 1959, Generac is a leading designer and manufacturer of energy technology solutions and other power products. As an industry leader serving residential, light commercial, and industrial markets, Generac's products and solutions are available globally through a broad network of independent dealers, distributors, retailers, e-commerce partners, wholesalers and equipment rental companies, as well as sold direct to certain end user customers.
#> 211                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Headquartered in Reston, Virginia, General Dynamics is a global aerospace and defense company that offers a broad portfolio of products and services in business aviation; ship construction and repair; land combat vehicles, weapons systems and munitions; and technology products and services. General Dynamics employs more than 100,000 people worldwide and generated $37.9 billion in revenue in 2020.
#> 212                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         The General Electric Company (GE) is an American multinational company. For more than 125 years, GE has invented the future of industry. Today, GE is best known for its work in the Power, Renewable Energy, Aviation and Healthcare industries.
#> 213                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           General Mills is a leading global food company whose purpose is to make food the world loves. Its brands include Cheerios, Annie's, Yoplait, Nature Valley, Häagen-Dazs, Betty Crocker, Pillsbury, Old El Paso, Wanchai Ferry, Yoki, BLUE and more. Headquartered in Minneapolis, Minnesota, USA, General Mills generated fiscal 2020 net sales of U.S. $17.6 billion. In addition, General Mills' share of non-consolidated joint venture net sales totaled U.S. $1.0 billion.
#> 214                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              General Motors is a global company committed to delivering safer, better and more sustainable ways for people to get around. General Motors, its subsidiaries and its joint venture entities sell vehicles under the Chevrolet,Buick,GMC,Cadillac, Baojun and Wuling brands.
#> 215                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Founded in 1928, Genuine Parts Company is a global service organization engaged in the distribution of automotive and industrial replacement parts. The Company's Automotive Parts Group distributes automotive replacement parts in the U.S., Canada, Mexico, Australasia, France, the U.K., Germany, Poland, the Netherlandsand Belgium.  The Company's Industrial Parts Group distributes industrial replacement parts in the U.S., Canada, Mexicoand Australasia. In total, the Company serves its global customers from an extensive network of more than 10,000 locations in 14 countries.
#> 216                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Gilead Sciences, Inc. is a biopharmaceutical company that has pursued and achieved breakthroughs in medicine for more than three decades, with the goal of creating a healthier world for all people. The company is committed to advancing innovative medicines to prevent and treat life-threatening diseases, including HIV, viral hepatitis and cancer. Gilead operates in more than 35 countries worldwide, with headquarters in Foster City, California.\r \r Gilead has promoted equity, particularly healthcare equity, since the company brought its first therapies to the market. Through global partnerships, Gilead's medicines today reach millions of people in low- and middle-income countries around the world. In the United States, Gilead has committed more than $100 million over 10 years through the COMPASS Initiative to community organizations that are working to combat HIV in the Southern United States. In 2020, Gilead launched the Racial Equity Community Impact Fund to support organizations tackling racial inequities affecting Black communities across the United States.
#> 217                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Globe Life is headquartered in McKinney, TX and has more than 11,000 insurance agents and 3,000 corporate employees. Globe Life's insurance subsidiaries include American Income Life, Family Heritage Life, Globe Life And Accident Insurance Company, Globe Life Insurance Company of New York, Liberty National Life, National Income Life, and United American.
#> 218                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Global Payments Inc. is a leading pure play payments technology company delivering innovative software and services to its customers globally. Its technologies, services and employee expertise enable the company to provide a broad range of solutions that allow its customers to operate their businesses more efficiently across a variety of channels around the world.
#> 219                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              The Goldman Sachs Group, Inc. is a leading global investment banking, securities and investment management firm that provides a wide range of financial services to a substantial and diversified client base that includes corporations, financial institutions, governments and individuals. Founded in 1869, the firm is headquartered in New York and maintains offices in all major financial centers around the world.
#> 220                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Founded in 1919, Halliburton is one of the world's largest providers of products and services to the energy industry. With more than 40,000 employees, representing 140 nationalities in more than 70 countries, the company helps its customers maximize value throughout the lifecycle of the reservoir - from locating hydrocarbons and managing geological data, to drilling and formation evaluation, well construction and completion, and optimizing production throughout the life of the asset.
#> 221                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         The Hartford is a leader in property and casualty insurance, group benefits and mutual funds. With more than 200 years of expertise, The Hartford is widely recognized for its service excellence, sustainability practices, trust and integrity.
#> 222                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Hasbro is a global play and entertainment company committed to Creating the World's Best Play and Entertainment Experiences. From toys, games and consumer products to television, movies, digital gaming, live action, music, and virtual reality experiences, Hasbro connects to global audiences by bringing to life great innovations, stories and brands across established and inventive platforms. Hasbro's iconic brands include NERF, MAGIC: THE GATHERING, MY LITTLE PONY, TRANSFORMERS, PLAY-DOH, MONOPOLY, BABY ALIVE, POWER RANGERS, PEPPA PIG and PJ MASKS, as well as premier partner brands. Through its global entertainment studio eOne, Hasbro is building its brands globally through great storytelling and content on all screens. Hasbro is committed to making the world a better place for children and their families through corporate social responsibility and philanthropy. Hasbro ranked No. 13 on the 2019 100 Best Corporate Citizens list by CR Magazine and has been named one of the World's Most Ethical Companies® by Ethisphere Institute for the past nine years. We routinely share important business and brand updates on our Investor Relations website, Newsroom and social channels (@Hasbro on Twitter and Instagram.)
#> 223                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Nashville-based HCA Healthcare is one of the nation's leading providers of healthcare services comprising more than 2,000 sites of care, including 187 hospitals, surgery centers, freestanding ERs, urgent care centers, and physician clinics, in 21 states and the United Kingdom. With its founding in 1968, HCA Healthcare created a new model for hospital care in the United States, using combined resources to strengthen hospitals, deliver patient-focused care and improve the practice of medicine. HCA Healthcare has conducted a number of clinical studies, including one that demonstrated that full-term delivery is healthier than early elective delivery of babies and another that identified a clinical protocol that can reduce bloodstream infections in ICU patients by 44 percent. HCA Healthcare is a learning health system that uses its more than 35 million annual patient encounters to advance science, improve patient care and save lives.
#> 224                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Healthpeak Properties, Inc. is a fully integrated real estate investment trust (REIT) and S&P 500 company. Healthpeak owns and develops high-quality real estate in the three private-pay healthcare asset classes of Life Science, Medical Office and CCRCs. Healthpeak pairs its deep understanding of the healthcare real estate market with a strong vision for long-term growth.
#> 225                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Henry Schein, Inc. is a solutions company for health care professionals powered by a network of people and technology. With more than 19,000 Team Schein Members worldwide, the Company's network of trusted advisors provides more than 1 million customers globally with more than 300 valued solutions that help improve operational success and clinical outcomes. Its Business, Clinical, Technology, and Supply Chain solutions help office-based dental and medical practitioners work more efficiently so they can provide quality care more effectively. These solutions also support dental laboratories, government and institutional healthcare clinics, as well as other alternate care sites.\r \r Henry Schein operates through a centralized and automated distribution network, with a selection of more than 120,000 branded products and Henry Schein private-brand products in stock, as well as more than 180,000 additional products available as special-order items.\r \r A FORTUNE 500 Company and a member of the S&P 500® index, Henry Schein is headquartered in Melville, N.Y., and has operations or affiliates in 31 countries. The Company's sales from continuing operations reached $10.0 billion in 2019, and have grown at a compound annual rate of approximately 13 percent since Henry Schein became a public company in 1995.
#> 226                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 The Hershey Company is headquartered in Hershey, Pa., and is an industry-leading snacks company known for bringing goodness to the world through its iconic brands, remarkable people and enduring commitment to help children succeed. Hershey has approximately 16,000 employees around the world who work every day to deliver delicious, quality products. The company has more than 80 brands around the world that drive $8 billionin annual revenues, including such iconic brand names as Hershey's®, Reese's®, Kit Kat®, Jolly Rancher®, Ice Breakers®, SkinnyPop®, and Pirate's Booty®.\r \r For more than 125 years, Hershey has been committed to operating fairly, ethically and sustainably. Hershey founder, Milton Hershey, created the Milton Hershey School in 1909 and since then the company has focused on helping children succeed.
#> 227                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Hess Corporation is an American global independent energy company involved in the exploration and production of crude oil and natural gas. he company is also involved in gathering, compressing, and processing natural gas.
#> 228                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     The Hewlett Packard Enterprise Company is an American multinational information technology company. It is a business-focused organization which works in servers, storage, networking, containerization software and consulting and support. Additionally, the company invests in communications and media solutions.
#> 229                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Hilton Worldwide Holdings Inc.is a leading global hospitality company with a portfolio of 18 world-class brands comprising more than 6,300 properties and more than one million rooms, in 118 countries and territories. Dedicated to fulfilling its mission to be the world's most hospitable company, Hilton has welcomed more than 3 billion guests in its more than 100-year history, earned a top spot on the 2020 World's Best Workplaces list, and was named the 2020 Global Industry Leader on the Dow Jones Sustainability Indices. In 2020, Hilton CleanStay was introduced, bringing an industry-defining standard of cleanliness and disinfection to hotels worldwide. Through the award-winning guest loyalty program Hilton Honors, the more than 110 million members who book directly with Hilton can earn Points for hotel stays and experiences money can't buy, plus enjoy instant benefits, including contactless check-in with room selection, Digital Key, and Connected Room.
#> 230                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Hologic, Inc. is an innovative medical technology company primarily focused on improving women's health and well-being through early detection and treatment.
#> 231                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                The Home Depot is the world's largest home improvement specialty retailer, with 2,296 retail stores in all 50 states, the District of Columbia, Puerto Rico, U.S. Virgin Islands, Guam, 10 Canadian provinces and Mexico. In fiscal 2019, The Home Depot had sales of $110.2 billion and earnings of $11.2 billion. The company employs more than 400,000 associates. The Home Depot's stock is traded on the New York Stock Exchange and is included in the Dow Jones industrial average and Standard & Poor's 500 index.
#> 232                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Honeywell is a Fortune 100 technology company that delivers industry-specific solutions that include aerospace products and services; control technologies for buildings and industry; and performance materials globally. Its technologies help aircraft, buildings, manufacturing plants, supply chains, and workers become more connected to make our world smarter, safer, and more sustainable.
#> 233                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Hormel Foods Corporation, based in Austin, Minn., is a global branded food company with over $9 billion in annual revenue across more than 80 countries worldwide. Its brands include SKIPPY®, SPAM®, Hormel® Natural Choice®, Applegate®, Justin's®, Wholly®, Hormel® Black Label®, Columbus® and more than 30 other beloved brands. The company is a member of the S&P 500 Index and the S&P 500 Dividend Aristocrats, was named on the 'Global 2000 World's Best Employers' list by Forbes magazine for three straight years, is one of Fortune magazine's most admired companies, has appeared on Corporate Responsibility Magazine's 'The 100 Best Corporate Citizens' list for 12 years in a row, and has received numerous other awards and accolades for its corporate responsibility and community service efforts. The company lives by its purpose statement - Inspired People. Inspired Food.™ - to bring some of the world's most trusted and iconic brands to tables across the globe.
#> 234                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Host Hotels & Resorts, Inc. is an American real estate investment trust that invests in hotels. The Company currently owns 74 properties in the United States and five properties internationally totaling approximately 46,100 rooms. The Company also holds non-controlling interests in six domestic and one international joint ventures.
#> 235                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Howmet Aerospace Inc., headquartered in Pittsburgh, Pennsylvania, is a leading global provider of advanced engineered solutions for the aerospace and transportation industries. The Company's primary businesses focus on jet engine components, aerospace fastening systems, and titanium structural parts necessary for mission-critical performance and efficiency in aerospace and defense applications, as well as forged wheels for commercial transportation. With nearly 1,200 granted and pending patents, the Company's differentiated technologies enable lighter, more fuel-efficient aircraft to operate with a lower carbon footprint. In 2019, the businesses of Howmet Aerospace reported annual revenue of over $7 billion.
#> 236                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        HP Inc. creates technology that makes life better for everyone, everywhere. Through our product and service portfolio of personal systems, printers and 3D printing solutions, we engineer experiences that amaze.
#> 237                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Humana Inc. is committed to helping its millions of medical and specialty members achieve their best health. Its successful history in care delivery and health plan administration is helping it create a new kind of integrated care with the power to improve health and well-being and lower costs. Its efforts are leading to a better quality of life for people with Medicare, families, individuals, military service personnel, and communities at large.
#> 238                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Huntington Bancshares Incorporated is a regional bank holding company headquartered in Columbus, Ohio, with $123 billion of assets and a network of 839 full-service branches, including 11 Private Client Group offices, and 1,322 ATMs across seven Midwestern states. Founded in 1866, The Huntington National Bank and its affiliates provide consumer, small business, commercial, treasury management, wealth management, brokerage, trust, and insurance services. Huntington also provides vehicle finance, equipment finance, national settlement, and capital market services that extend beyond its core states.
#> 239                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Huntington Ingalls Industries is America's largest military shipbuilding company and a provider of professional services to partners in government and industry. For more than a century, HII's Newport News and Ingalls shipbuilding divisions in Virginia and Mississippi have built more ships in more ship classes than any other U.S. naval shipbuilder. HII's Technical Solutions division supports national security missions around the globe with unmanned systems, defense and federal solutions, and nuclear and environmental services. Headquartered in Newport News, Virginia, HII employs more than 42,000 people operating both domestically and internationally.
#> 240                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    International Business Machines Corporation (IBM) is an American multinational technology corporation headquartered in Armonk, New York, with operations in over 171 countries. IBM produces and sells computer hardware, middleware and software, and provides hosting and consulting services in areas ranging from mainframe computers to nanotechnology. IBM is also a major research organization, holding the record for most annual U.S. patents generated by a business (as of 2020) for 28 consecutive years.
#> 241                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                IDEX is a company that has undoubtedly touched your life in some way. In fact, IDEX businesses make thousands of products that are mission-critical components in everyday activities. Chances are the car you're driving has a BAND-IT® clamp holding your side airbag safely in place. If you were ever in a car accident, a Hurst Jaws of Life® rescue tool may have saved your life. If you or a family member is battling cancer, your doctor may have tested your DNA in a quest to find the best targeted medicine for you. It's likely your DNA test was run on equipment that contains components made by our growing IDEX Health & Science team. Founded in 1988 with three small, entrepreneurial manufacturing companies, IDEX is proud to say that IDEX now call 40 diverse businesses around the world part of the IDEX family. With 7,000 employees and manufacturing operations in more than 20 countries, IDEX is a high-performing, global $2+ billion company committed to making trusted solutions that improve lives.
#> 242                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  IDEXX Laboratories, Inc. is a member of the S&P 500® Index and is a leader in pet healthcare innovation, offering diagnostic and software products and services that deliver solutions and insights to practicing veterinarians around the world. IDEXX products enhance the ability of veterinarians to provide advanced medical care, improve staff efficiency and build more economically successful practices. IDEXX is also a worldwide leader in providing diagnostic tests and information for livestock and poultry and tests for the quality and safety of water and milk and point-of-care and laboratory diagnostics for human medicine. Headquartered in Maine, IDEXX employs more than 9,000 people and offers products to customers in over 175 countries.
#> 243                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Illinois Tool Works Inc. (ITW) is a Fortune 200 global multi-industrial manufacturing leader with revenues totaling $12.6 billion in 2020. The company's seven industry-leading segments leverage the unique ITW Business Model to drive solid growth with best-in-class margins and returns in markets where highly innovative, customer-focused solutions are required. ITW's approximately 43,000 dedicated colleagues around the world thrive in the company's decentralized and entrepreneurial culture.
#> 244                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Illumina is improving human health by unlocking the power of the genome. Its focus on innovation has established it as the global leader in DNA sequencing and array-based technologies, serving customers in the research, clinical, and applied markets. The Company  products are used for applications in the life sciences, oncology, reproductive health, agriculture, and other emerging segments.
#> 245                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Incyte is a Wilmington, Delaware-based, global biopharmaceutical company focused on finding solutions for serious unmet medical needs through the discovery, development and commercialization of proprietary therapeutics.
#> 246                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Ingersoll Rand Inc., driven by an entrepreneurial spirit and ownership mindset, is dedicated to helping make life better for our employees, customers and communities. Customers lean on Ingersoll Rand for its technology-driven excellence in mission-critical flow creation and industrial solutions across 40+ respected brands where its products and services excel in the most complex and harsh conditions. Ingersoll Rand employees connect to customers for life by delivering proven expertise, productivity and efficiency improvements.
#> 247                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Intel , is an industry leader, creating world-changing technology that enables global progress and enriches lives. Inspired by Moore's Law, it continuously work to advance the design and manufacturing of semiconductors to help address our customers' greatest challenges. By embedding intelligence in the cloud, network, edge and every kind of computing device, it unleash the potential of data to transform business and society for the better.
#> 248                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ICE Mortgage Technology, a division of Intercontinental Exchange, Inc., combines the innovation and expertise of Ellie Mae, Simplifile and MERS to automate the entire mortgage process from consumer engagement through loan registration and every step and task in between. Ellie Mae, as part of ICE Mortgage Technology, is the leading cloud-based loan origination platform provider for the mortgage industry with solutions that enable lenders to originate more loans, lower origination costs and reduce the time to close, all while ensuring the highest levels of compliance, quality and efficiency.
#> 249                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          International Paper is a leading global producer of renewable fiber-based packaging, pulp and paper products with manufacturing operations in North America, Latin America, Europe, North Africa and Russia. It produces corrugated packaging products that protect and promote goods, and enable world-wide commerce; pulp for diapers, tissue and other personal hygiene products that promote health and wellness; and papers that facilitate education and communication. The company is headquartered in Memphis, Tenn., employ approximately 48,000 colleagues and serve more than 25,000 customers in 150 countries. Net sales for 2020 were $21 billion.
#> 250                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Interpublic Group of Companies Inc. is values-based, data-fueled, and creatively-driven. Major global brands include Acxiom, Craft, FCB (Foote, Cone & Belding), FutureBrand, Golin, Huge, Initiative, Jack Morton, Kinesso, MAGNA, Matterkind, McCann, Mediahub, Momentum, MRM, MullenLowe Group, Octagon, R/GA, UM and Weber Shandwick. Other leading brands include Avrett Free Ginsberg, Campbell Ewald, Carmichael Lynch, Deutsch, Hill Holliday, ID Media and The Martin Agency.
#> 251                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             IFF uses Uncommon Sense to create what the world needs. As a collective of unconventional thinkers and creators, the Company puts science and artistry to work to create unique and unexpected scents, tastes, experiences and ingredients for the products its world craves.
#> 252                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Intuit’s mission is to power prosperity around the world. The Company is a mission-driven, global financial platform company with products including TurboTax, QuickBooks, and Mint, designed to empower consumers, self-employed and small businesses to improve their financial lives. Intuit platform and products help customers get more money with the least amount of work, while giving them complete confidence in their actions and decisions. Its innovative ecosystem of financial management solutions serves more than 50 million customers worldwide.
#> 253                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Intuitive, headquartered in Sunnyvale, California, is a global technology leader in minimally invasive care and the pioneer of robotic-assisted surgery. Intuitive believes that minimally invasive care is life-enhancing care. Through ingenuity and intelligent technology, it expands the potential of physicians to heal without constraints.
#> 254                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Invesco Ltd. is a global independent investment management firm dedicated to delivering an investment experience that helps people get more out of life. With offices in more than 20 countries, our distinctive investment teams deliver a comprehensive range of active, passive and alternative investment capabilities. Invesco managed US $1.35 trillion in assets on behalf of clients worldwide as of December 31, 2020.
#> 255                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    IQVIA is a leading global provider of advanced analytics, technology solutions, and clinical research services to the life sciences industry. IQVIA creates intelligent connections across all aspects of healthcare through its analytics, transformative technology, big data resources and extensive domain expertise. IQVIA Connected Intelligence™ delivers powerful insights with speed and agility - enabling customers to accelerate the clinical development and commercialization of innovative medical treatments that improve healthcare outcomes for patients. With approximately 70,000 employees, IQVIA conducts operations in more than 100 countries.
#> 256                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Iron Mountain Incorporated, founded in 1951, is the global leader for storage and information management services. Trusted by more than 225,000 organizations around the world, and with a real estate network of nearly 93 million square feet across approximately 1,450 facilities in 56 countries, Iron Mountain stores and protects billions of valued assets, including critical business information, highly sensitive data, and cultural and historical artifacts. Providing solutions that include secure records storage, information management, digital transformation, secure destruction, as well as data centers, cloud services and art storage and logistics, Iron Mountain helps customers lower cost and risk, comply with regulations, recover from disaster, and enable a more digital way of working.
#> 257                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          J.B. Hunt Transport Services, Inc., an S&P 500 company, provides innovative supply chain solutions for a variety of customers throughout North America. Utilizing an integrated, multimodal approach, the company applies technology-driven methods to create the best solution for each customer, adding efficiency, flexibility, and value to their operations. J.B. Hunt services include intermodal, dedicated, refrigerated, truckload, less-than- truckload, flatbed, single source, final mile, and more.
#> 258                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Jack Henry is a leading SaaS provider primarily for the financial services industry. It is a S&P 500 company that serves approximately 8,500 clients nationwide through three divisions: Jack Henry Banking®provides innovative solutions to community and regional banks. Symitar® provides industry-leading solutions to credit unions of all sizes; and ProfitStars® offers highly specialized solutions to financial institutions of every asset size, as well as diverse corporate entities outside of the financial services industry. With a heritage that has been dedicated to openness, partnership, and user centricity for more than 40 years, it is well-positioned as a driving market force in cloud-based digital solutions and payment processing services. It empowers its clients and consumers with the human-centered, tech-forward, and insights-driven solutions that will get them where they want to go.
#> 259                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Jacobs Engineering Group Inc. is challenging today to reinvent tomorrow by solving the world's most critical problems for thriving cities, resilient environments, mission-critical outcomes, operational advancement, scientific discovery and cutting-edge manufacturing, turning abstract ideas into realities that transform the world for good. With $14 billion in revenue and a talent force of approximately 55,000, Jacobs provides a full spectrum of professional services including consulting, technical, scientific and project delivery for the government and private sector.
#> 260                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Johnson & Johnson believes good health is the foundation of vibrant lives, thriving communities and forward progress. That’s why for more than 130 years, Johnson & Johnson has aimed to keep people well at every age and every stage of life. Today, as the world’s largest and most broadly-based healthcare company, Johnson & Johnson is committed to using its reach and size for good. Johnson & Johnson strives to improve access and affordability, create healthier communities, and put a healthy mind, body and environment within reach of everyone, everywhere. Johnson & Johnson is blending our heart, science and ingenuity to profoundly change the trajectory of health for humanity.
#> 261                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Johnson Controls transforms the environments where people live, work, learn and play. From optimizing building performance to improving safety and enhancing comfort, the company drives the outcomes that matter most. Johnson Controls delivers its promise in industries such as healthcare, education, data centers and manufacturing. With a global team of 100,000 experts in more than 150 countries and over 130 years of innovation, the company is the power behind its customers' mission. Its leading portfolio of building technology and solutions includes some of the most trusted names in the industry, such as Tyco®, YORK®, Metasys®, Ruskin®, Titus®, Frick®, Penn®, Sabroe®, Simplex®, Ansul® and Grinnell®.
#> 262                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            JPMorgan Chase & Co.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  is a leading global financial services firm with assets of $3.4 trillion and operations worldwide. The Firm is a leader in investment banking, financial services for consumers and small businesses, commercial banking, financial transaction processing, and asset management. A component of the Dow Jones Industrial Average, JPMorgan Chase & Co. serves millions of customers in the United States and many of the world's most prominent corporate, institutional and government clients under its J.P. Morgan and Chase brands.
#> 263                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Juniper Networks challenges the inherent complexity that comes with networking in the multicloud era. We do this with products, solutions and services that transform the way people connect, work and live. We simplify the process of transitioning to a secure and automated multicloud environment to enable secure, AI-driven networks that connect the world.
#> 264                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Kellogg Company strives to enrich and delight the world through foods and brands that matter. Company's beloved brands include Pringles®, Cheez-It®, Special K®, Kellogg's Frosted Flakes®, Pop-Tarts®, Kellogg's Corn Flakes®, Rice Krispies®, Eggo®, Mini-Wheats®, Kashi®,RXBAR®, MorningStar Farms® and more. Net sales in 2019 were approximately $13.6 billion, comprised principally of snacks and convenience foods like cereal and frozen foods. Kellogg brands are beloved in markets around the world. Kellogg is also a company with Heart & Soul, committed to creating Better Days for 3 billion people by the end of 2030 through our Kellogg's® Better Days global purpose platform.
#> 265                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Keurig Dr Pepper (KDP) is a leading beverage company in North America, with annual revenue in excess of $11 billionand nearly 26,000 employees. KDP holds leadership positions in soft drinks, specialty coffee and tea, water, juice and juice drinks and mixers, and markets the #1 single serve coffee brewing system in the U.S. and Canada. The Company's portfolio of more than 125 owned, licensed and partner brands is designed to satisfy virtually any consumer need, any time, and includes Keurig®, Dr Pepper®, Green Mountain Coffee Roasters®, Canada Dry®, Snapple®, Bai®, Mott's®, CORE® and The Original Donut Shop®. Through its powerful sales and distribution network, KDP can deliver its portfolio of hot and cold beverages to nearly every point of purchase for consumers.  The Company is committed to sourcing, producing and distributing its beverages responsibly through its Drink Well. Do Good. corporate responsibility platform, including efforts around circular packaging, efficient natural resource use and supply chain sustainability.
#> 266                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     KeyCorp's roots trace back 190 years to Albany, New York. Headquartered in Cleveland, Ohio, Key is one of the nation's largest bank-based financial services companies, with assets of approximately $170.3 billion at December 31, 2020. Key provides deposit, lending, cash management, and investment services to individuals and businesses in 15 states under the name KeyBank National Association through a network of more than 1,000 branches and approximately 1,400 ATMs. Key also provides a broad range of sophisticated corporate and investment banking products, such as merger and acquisition advice, public and private debt and equity, syndications and derivatives to middle market companies in selected industries throughout the United States under the KeyBanc Capital Markets trade name.
#> 267                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Keysight Technologies, Inc. (NYSE: KEYS) is a leading technology company that helps enterprises, service providers and governments accelerate innovation to connect and secure the world. Keysight's solutions optimize networks and bring electronic products to market faster and at a lower cost with offerings from design simulation, to prototype validation, to manufacturing test, to optimization in networks and cloud environments. Customers span the worldwide communications ecosystem, aerospace and defense, automotive, energy, semiconductor and general electronics end markets. Keysight generated revenues of $4.2B in fiscal year 2020.
#> 268                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Kimberly-Clark and its trusted brands are an indispensable part of life for people in more than 175 countries. Fueled by ingenuity, creativity, and an understanding of people's most essential needs, it creates products that help individuals experience more of what's important to them. Its portfolio of brands, including Huggies, Kleenex, Scott, Kotex, Cottonelle, Poise, Depend, Andrex, Pull-Ups, GoodNites, Intimus, Neve, Plenitud, Viva and WypAll, hold the No. 1 or No. 2 share position in 80 countries. It uses sustainable practices that support a healthy planet, build stronger communities, and ensure our business thrives for decades to come.
#> 269                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Kimco Realty Corp. is a real estate investment trust (REIT) headquartered in Jericho, N.Y. that is one of North America's largest publicly traded owners and operators of open-air, grocery-anchored shopping centers and mixed-use assets. As of December 31, 2020, the company owned interests in 400 U.S. shopping centers and mixed-use assets comprising 70 million square feet of gross leasable space primarily concentrated in the top major metropolitan markets. Publicly traded since 1991, and included in the S&P 500 Index, the company has specialized in shopping center acquisitions, development and management for more than 60 years.
#> 270                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Kinder Morgan, Inc. is one of the largest energy infrastructure companies in North America. Access to reliable, affordable energy is a critical component for improving lives around the world. We are committed to providing energy transportation and storage services in a safe, efficient, and environmentally responsible manner for the benefit of people, communities and businesses we serve. We own an interest in or operate approximately 83,000 miles of pipelines and 147 terminals. Our pipelines transport natural gas, refined petroleum products, crude oil, condensate, CO2 and other products, and our terminals store and handle various commodities including gasoline, diesel fuel chemicals, ethanol, metals and petroleum coke.
#> 271                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   KLA develops industry-leading equipment and services that enable innovation throughout the electronics industry. We provide advanced process control and process-enabling solutions for manufacturing wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. In close collaboration with leading customers across the globe, our expert teams of physicists, engineers, data scientists and problem-solvers design solutions that move the world forward.
#> 272                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The Kraft Heinz Company is driving transformation, inspired by its Purpose, Let's Make Life Delicious. Consumers are at the center of everything the company does. With 2020 net sales of approximately $26 billion, Kraft Heinz is committed to growing its iconic and emerging food and beverage brands on a global scale. The company leverages its scale and agility to unleash the full power of Kraft Heinz across a portfolio of six consumer-driven product platforms. As global citizens, the company is dedicated to making a sustainable, ethical impact while helping feed the world in healthy, responsible ways.
#> 273                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The Kroger Co. is Fresh for Everyone™ and dedicated to its Purpose: To Feed the Human Spirit®. it is, across its family of companies, nearly half a million associates who serve over 60 million customers through a seamless shopping experience under a variety of banner names. It is committed to creating #ZeroHungerZeroWaste communities by 2025.
#> 274                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             L3Harris Technologies is an agile global aerospace and defense technology innovator, delivering end-to-end solutions that meet customers' mission-critical needs. The company provides advanced defense and commercial technologies across air, land, sea, space and cyber domains. L3Harris has approximately $18 billion in annual revenue and 48,000 employees, with customers in more than 100 countries.
#> 275                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Labcorp is a leading global life sciences company that provides vital information to help doctors, hospitals, pharmaceutical companies, researchers and patients make clear and confident decisions. Through its unparalleled diagnostics and drug development capabilities, company provides insights and accelerates innovations to improve health and improve lives. With more than 70,000 employees, Labcorp serves clients in more than 100 countries. Labcorp reported revenue of $14 billion in FY2020.
#> 276                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Lam Research Corporation is a global supplier of innovative wafer fabrication equipment and services to the semiconductor industry. As a trusted, collaborative partner to the world's leading semiconductor companies, the company combines superior systems engineering capability, technology leadership, and unwavering commitment to customer success to accelerate innovation through enhanced device performance. In fact, today, nearly every advanced chip is built with Lam technology. Lam Research is a FORTUNE 500® company headquartered in Fremont, Calif., with operations around the globe..
#> 277                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Lamb Weston is a leading supplier of frozen potato, sweet potato, appetizer and vegetable products to restaurants and retailers around the world. For 70 years, Lamb Weston has led the industry in innovation, introducing inventive products that simplify back-of-house management for its customers and make things more delicious for their customers. From the fields where Lamb Weston potatoes are grown to proactive customer partnerships, Lamb Weston always strives for more and never settles. Because, when it looks at a potato, it sees possibilities.
#> 278                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Las Vegas Sands is the world's preeminent developer and operator of world-class Integrated Resorts. The Company delivers unrivaled economic benefits to the communities in which it operates.
#> 279                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Leidos is a Fortune 500® information technology, engineering, and science solutions and services leader working to solve the world's toughest challenges in the defense, intelligence, homeland security, civil, and health markets. The company's 38,000 employees support vital missions for government and commercial customers. Headquartered in Reston, Virginia, Leidos reported annual revenues of approximately $11.09 billion for the fiscal year ended January 3, 2020.
#> 280                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Lennar Corporation, founded in 1954, is one of the nation's leading builders of quality homes for all generations. Lennar builds affordable, move-up and active adult homes primarily under the Lennar brand name. Lennar's Financial Services segment provides mortgage financing, title and closing services primarily for buyers of Lennar's homes and, through LMF Commercial, originates mortgage loans secured primarily by commercial real estate properties throughout the United States. Lennar's Multifamily segment is a nationwide developer of high-quality multifamily rental properties. LENX drives Lennar's technology, innovation and strategic investments.
#> 281                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Lincoln Financial Group provides advice and solutions that help people take charge of their financial lives with confidence and optimism. Today, more than 17 million customers trust our retirement, insurance and wealth protection expertise to help address their lifestyle, savings and income goals, and guard against long-term care expenses. Headquartered in Radnor, Pennsylvania, Lincoln Financial Group is the marketing name for Lincoln National Corporation and its affiliates. The company had $281 billion in end-of-period account values as of September 30, 2020. Lincoln Financial Group is a committed corporate citizen included on major sustainability indices including the Dow Jones Sustainability Index North America and FTSE4Good. Dedicated to diversity and inclusion, we earned perfect 100 percent scores on the Corporate Equality Index and the Disability Equality Index, and rank among Forbes' World's Best Employers, Best Large Employers, Best Employers for Diversity, and Best Employers for Women, and Newsweek's Most Responsible Companies.
#> 282                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Linde is a leading global industrial gases and engineering company with 2020 sales of $27 billion (€24 billion). The company lives its mission of making its world more productive every day by providing high-quality solutions, technologies and services which are making the customers more successful and helping to sustain and protect the planet.The company serves a variety of end markets including chemicals & refining, food & beverage, electronics, healthcare, manufacturing and primary metals. Linde's industrial gases are used in countless applications, from life-saving oxygen for hospitals to high-purity & specialty gases for electronics manufacturing, hydrogen for clean fuels and much more. Linde also delivers state-of-the-art gas processing solutions to support customer expansion, efficiency improvements and emissions reductions.
#> 283                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Live Nation Entertainment is the world's leading live entertainment company comprised of global market leaders: Ticketmaster, Live Nation Concerts and Live Nation Media & Sponsorship.
#> 284                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              LKQ Corporation (www.lkqcorp.com) is a leading provider of alternative and specialty parts to repair and accessorize automobiles and other vehicles. LKQ has operations in North America, Europe and Taiwan. LKQ offers its customers a broad range of OE recycled and aftermarket parts, replacement systems, components, equipment, and services to repair and accessorize automobiles, trucks, and recreational and performance vehicles.
#> 285                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Headquartered in Bethesda, Maryland, Lockheed Martin Corporation is a global security and aerospace company that employs approximately 114,000 people worldwide and is principally engaged in the research, design, development, manufacture, integration and sustainment of advanced technology systems, products and services.
#> 286                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Loews Corporation is a diversified company with businesses in the insurance, energy, hospitality, and packaging industries.
#> 287                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Lowe's Companies, Inc. (NYSE: LOW) is a FORTUNE® 50 home improvement company serving approximately 18 million customers a week in the United States and Canada. With fiscal year 2019 sales of $72.1 billion, Lowe's and its related businesses operate or service more than 2,200 home improvement and hardware stores and employ approximately 300,000 associates. Based in Mooresville, N.C., Lowe's supports the communities it serves through programs focused on creating safe, affordable housing and helping to develop the next generation of skilled trade experts.
#> 288                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Lumen is guided by its belief that humanity is at its best when technology advances the way we live and work. With approximately 450,000 route fiber miles and serving customers in more than 60 countries, it delivers the fastest, most secure platform for applications and data to help businesses, government and communities deliver amazing experiences.
#> 289                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                LyondellBasell (NYSE: LYB) is one of the largest plastics, chemicals and refining companies in the world. Driven by its employees around the globe, LyondellBasell produces materials and products that are key to advancing solutions to modern challenges?like?enhancing food safety through lightweight and flexible packaging, protecting the purity of water supplies through stronger and more versatile pipes, improving the safety, comfort and fuel efficiency of many of the cars and trucks on the road, and ensuring the safe and effective functionality in electronics and appliances. LyondellBasell sells products into more than 100 countries and is the world's largest producer of polypropylene compounds and the largest licensor of polyolefin technologies.?In 2021, LyondellBasell was named to FORTUNE Magazine's list of the 'World's Most Admired Companies' for the fourth consecutive year.?
#> 290                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          M&T Bank Corporation is a financial holding company headquartered in Buffalo, New York. M&T's principal banking subsidiary, M&T Bank, operates banking offices in New York, Maryland, New Jersey, Pennsylvania, Delaware, Connecticut, Virginia, West Virginia and the District of Columbia. Trust-related services are provided by M&T's Wilmington Trust-affiliated companies and by M&T Bank.
#> 291                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Marathon Oil Corporation is an American company engaged in hydrocarbon exploration. he company engages in the exploration, production, and marketing of crude oil and condensate, natural gas liquids, and natural gas; and the production and marketing of products manufactured from natural gas.
#> 292                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Marathon Petroleum Corporation (MPC) is a leading, integrated, downstream energy company headquartered in Findlay, Ohio. The company operates the nation's largest refining system. MPC's marketing system includes branded locations across the United States, including Marathon brand retail outlets. Speedway LLC, an MPC subsidiary, owns and operates retail convenience stores across the United States. MPC also owns the general partner and majority limited partner interest in MPLX LP, a midstream company that owns and operates gathering, processing, and fractionation assets, as well as crude oil and light product transportation and logistics infrastructure.
#> 293                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               MarketAxess operates a leading, institutional electronic trading platform delivering expanded liquidity opportunities, improved execution quality and significant cost savings across global fixed-income markets. A global network of over 1,800 firms, including the world's leading asset managers and institutional broker-dealers, leverages MarketAxess' patented trading technology to efficiently trade bonds. MarketAxess' award-winning Open Trading™ marketplace is regarded as the preferred all-to-all trading solution in the global credit markets, creating a unique liquidity pool for a broad range of credit market participants. Drawing on its deep data and analytical resources, MarketAxess provides automated trading solutions, market data products and a range of pre- and post-trade services.
#> 294                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Marriott International, Inc. is based in Bethesda, Maryland, USA, and encompasses a portfolio of more than 7,500 properties under 30 leading brands spanning 132 countries and territories. Marriott operates and franchises hotels and licenses vacation ownership resorts all around the world. The company offers Marriott Bonvoy™, its highly-awarded travel program.
#> 295                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Marsh McLennan is the world's leading professional services firm in the areas of risk, strategy and people. The Company's 76,000 colleagues advise clients in 130 countries.  With annual revenue over $17 billion, Marsh McLennan helps clients navigate an increasingly dynamic and complex environment through four market-leading businesses. Marsh provides data driven risk advisory services and insurance solutions to commercial and consumer clients. Guy Carpenter develops advanced risk, reinsurance and capital strategies that help clients grow profitably and pursue emerging opportunities. Mercer delivers advice and technology-driven solutions that help organizations redefine the world of work, reshape retirement and investment outcomes, and unlock health and wellbeing for a changing workforce. Oliver Wyman serves as a critical strategic, economic and brand advisor to private sector and governmental clients.
#> 296                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          An American-based company and a leading supplier of building materials, Martin Marietta teams supply the resources necessary for building the solid foundations on which our communities thrive.
#> 297                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Headquartered in Livonia, Michigan, Masco Corporation is a global leader in the design, manufacture and distribution of branded home improvement and building products. Our portfolio of industry-leading brands includes Behr® paint; Delta® and Hansgrohe® faucets, bath and shower fixtures; Kichler® decorative and outdoor lighting; and HotSpring® spas. We leverage our powerful brands across product categories, sales channels and geographies to create value for our customers and shareholders.
#> 298                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Mastercard is a global technology company in the payments industry. Its mission is to connect and power an inclusive, digital economy that benefits everyone, everywhere by making transactions safe, simple, smart and accessible. Using secure data and networks, partnerships and passion, its innovations and solutions help individuals, financial institutions, governments and businesses realize their greatest potential. The Company's decency quotient , or DQ, drives its culture and everything it do inside and outside itself. With connections across more than 210 countries and territories, Mastercard is building a sustainable world that unlocks priceless possibilities for all.
#> 299                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Match Group, through its portfolio companies, is a leading provider of dating products available in over 40 languages to our users all over the world. Its portfolio of brands includes Tinder, Match, PlentyOfFish, Meetic , OkCupid, OurTime, Pairs, and Hinge, as well as a number of other brands, each designed to increase users' likelihood of finding a meaningful connection.\r Through its portfolio companies and their trusted brands, they provide tailored products to meet the varying preferences of our users.
#> 300                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   McCormick & Company, Incorporated is a global leader in flavor. With over $5 billion in annual sales across 160 countries and territories, the company manufactures, markets and distributes spices, seasoning mixes, condiments and other flavorful products to the entire food industry including e-commerce channels, grocery, food manufacturers and foodservice businesses. Its most popular brands include McCormick, French's, Frank's RedHot, Stubb's, OLD BAY, Lawry's, Zatarain's, Ducros, Vahiné, Cholula, Schwartz, Kamis, DaQiao, Club House, Aeroplane and Gourmet Garden. Every day, no matter where or what you eat or drink, you can enjoy food flavored by McCormick.
#> 301                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        McDonald's is the world's leading global foodservice retailer with over 39,000 locations in over 100 countries. Approximately 93% of McDonald's restaurants worldwide are owned and operated by independent local business owners.
#> 302                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             McKesson Corporation is a global leader in healthcare supply chain management solutions, retail pharmacy, community oncology and specialty care, and healthcare information solutions. McKesson partners with pharmaceutical manufacturers, providers, pharmacies, governments and other organizations in healthcare to help provide the right medicines, medical products and healthcare services to the right patients at the right time, safely and cost-effectively. United by our ICARE shared principles, its employees work every day to innovate and deliver opportunities that make our customers and partners more successful - all for the better health of patients. McKesson has been named a 'Most Admired Company' in the healthcare wholesaler category by FORTUNE, a 'Best Place to Work' by the Human Rights Campaign Foundation, and a top military-friendly company by Military Friendly.
#> 303                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Medtronic plc, headquartered in Dublin, Ireland, is among the world's largest medical technology, services and solutions companies - alleviating pain, restoring health and extending life for millions of people around the world. Medtronic employs more than 90,000 people worldwide, serving physicians, hospitals and patients in more than 150 countries. The company is focused on collaborating with stakeholders around the world to take healthcare Further, Together.
#> 304                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   For 130 years, Merck, known as MSD outside of the United States and Canada, has been inventing for life, bringing forward medicines and vaccines for many of the world's most challenging diseases in pursuit of its mission to save and improve lives. It demonstrates its commitment to patients and population health by increasing access to health care through far-reaching policies, programs and partnerships. Today, Merck continues to be at the forefront of research to prevent and treat diseases that threaten people and animals - including cancer, infectious diseases such as HIV and Ebola, and emerging animal diseases - as we aspire to be the premier research-intensive biopharmaceutical company in the world.
#> 305                                                                                             Facebook's mission is to give people the power to build community and bring the world closer together.\r \r The company builds useful and engaging products that enable people to connect and share with friends and family through mobile devices, personal computers, virtual reality headsets, and in-home devices. Facebook also helps people discover and learn about what is going on in the world around them, enable people to share their opinions, ideas, photos and videos, and other activities with audiences ranging from their closest family members and friends to the public at large, and stay connected everywhere by accessing its products, including:\r \r Facebook enables people to connect, share, discover, and communicate with each other on mobile devices and personal computers. There are a number of different ways to engage with people on Facebook and build community, including Facebook News Feed, Stories, Groups, Shops, Marketplace, News, and Watch.\r \r Instagram brings people closer to the people and things they love. It is a place where people can express themselves through photos, videos, and private messaging, and connect with and shop from their favorite businesses and creators. They can do this through Instagram Feed, Stories, Reels, IGTV, Live, Shops, and messaging.\r \r Messenger is a simple yet powerful messaging application for people to connect with friends, family, groups, and businesses across platforms and devices through chat, video, and Rooms.\r \r WhatsApp is a simple, reliable, and secure messaging application that is used by people and businesses around the world to communicate and transact in a private way.\r \r Facebook Reality Labs' augmented and virtual reality products help people feel connected, anytime, anywhere. Oculus Quest lets people defy distance with cutting-edge virtual reality (VR) hardware, software, and content, while Portal helps friends and families stay connected and share the moments that matter in meaningful ways.\r \r Facebook generates substantially all of its revenue from selling advertising placements to marketers. Its ads enable marketers to reach people based on a variety of factors including age, gender, location, interests, and behaviors. Marketers purchase ads that can appear in multiple places including on Facebook, Instagram, Messenger, and third-party applications and websites.\r \r Founded in 2004 by Mark Zuckerberg, the company is headquartered in Menlo Park, CA.\r 
#> 306                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               MetLife, Inc., through its subsidiaries and affiliates ('MetLife'), is one of the world's leading financial services companies, providing insurance, annuities, employee benefits and asset management to help its individual and institutional customers navigate their changing world. Founded in 1868, MetLife has operations in more than 40 markets globally and holds leading positions in the United States, Japan, Latin America, Asia, Europe and the Middle East.
#> 307                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               METTLER TOLEDO is a leading international manufacturer of precision measuring instruments. The company is the world's largest manufacturer and supplier of weighing systems for laboratories, industry and food retail. METTLER TOLEDO is one of the three leading suppliers of various complementary measuring technologies and a leading supplier of automated pharmaceutical research and ingredient development systems. Moreover, the company is the world's biggest manufacturer and supplier of metal recognition systems for the production and packaging industry.
#> 308                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             MGM Resorts International is an S&P 500® global entertainment company with national and international locations featuring best-in-class hotels and casinos, state-of-the-art meetings and conference spaces, incredible live and theatrical entertainment experiences, and an extensive array of restaurant, nightlife and retail offerings. MGM Resorts creates immersive, iconic experiences through its suite of Las Vegas-inspired brands. The MGM Resorts portfolio encompasses 29 unique hotel and destination gaming offerings in the United States and Macau, including some of the most recognizable resort brands in the industry such as Bellagio, MGM Grand, ARIA and Park MGM. The Company's 50/50 venture, BetMGM, LLC, offers U.S. sports betting and online gaming through market-leading brands, including BetMGM and partypoker. The Company is currently pursuing targeted expansion in Asia through the integrated resort opportunity in Japan. Through its 'Focused on What Matters: Embracing Humanity and Protecting the Planet' initiative, MGM Resorts commits to creating a more sustainable future, while striving to make a bigger difference in the lives of its employees, guests, and in the communities where it operates. The global employees of MGM Resorts are proud of their company for being recognized as one of FORTUNE® Magazine's World's Most Admired Companies®.
#> 309                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Microchip Technology Incorporated is a leading provider of smart, connected and secure embedded control solutions. Its easy-to-use development tools and comprehensive product portfolio enable customers to create optimal designs, which reduce risk while lowering total system cost and time to market. The company's solutions serve more than 120,000 customers across the industrial, automotive, consumer, aerospace and defense, communications and computing markets. Headquartered in Chandler, Arizona, Microchip offers outstanding technical support along with dependable delivery and quality.
#> 310                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        It is an industry leader in innovative memory and storage solutions. Through its global brands - Micron® and Crucial® - its broad portfolio of high-performance memory and storage technologies, including DRAM, NAND, 3D XPoint™ memory, and NOR, is transforming how the world uses information to enrich life for all. Backed by more than 40 years of technology leadership, its memory and storage solutions enable disruptive trends, including artificial intelligence, 5G, machine learning, and autonomous vehicles, in key market segments like mobile, data center, client, consumer, industrial, graphics, automotive, and networking.
#> 311                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more.
#> 312                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           MAA is a self-administered real estate investment trust and member of the S&P 500. MAA owns and manages apartment communities throughout the Southeast, Southwest and Mid-Atlantic regions of the U.S. and is focused on delivering strong, full-cycle investment performance for shareholders.
#> 313                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Moderna, Inc is an American pharmaceutical and biotechnology company based in Cambridge, Massachusetts. It focuses on drug discovery, drug development, and vaccine technologies based on messenger RNA.
#> 314                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Mohawk Industries is the leading global flooring manufacturer that creates products to enhance residential and commercial spaces around the world. Mohawk's vertically integrated manufacturing and distribution processes provide competitive advantages in the production of carpet, rugs, ceramic tile, laminate, wood, stone and vinyl flooring. Our industry-leading innovation has yielded products and technologies that differentiate our brands in the marketplace and satisfy all remodeling and new construction requirements. Our brands are among the most recognized in the industry and include American Olean, Daltile, Durkan, Karastan, IVC, Marazzi, Mohawk, Pergo, Quick-Step and Unilin. During the past decade, Mohawk has transformed its business from an American carpet manufacturer into the world's largest flooring company with operations in Australia, Brazil, Canada, Europe, India, Malaysia, Mexico, New Zealand, Russia and the United States.
#> 315                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Molina Healthcare, Inc., a FORTUNE 500 company, provides managed healthcare services under the Medicaid and Medicare programs and through the state insurance marketplaces. Through its locally operated health plans, Molina Healthcare served approximately 4.0 million members as of December 31, 2020.
#> 316                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 For over two centuries Molson Coors has been brewing beverages that unite people for all of life’s moments. From Coors Light, Miller Lite, Molson Canadian, Carling, and Staropramen to Coors Banquet, Blue Moon Belgian White, Blue Moon LightSky, Vizzy, Leinenkugel’s Summer Shandy, Creemore Springs and more, Molson Coors produces some of the most beloved and iconic beer brands ever made. While the company’s history is rooted in beer, Molson Coors offers a modern portfolio that expands beyond the beer aisle as well. The company’s commitment to raising industry standards and leaving a positive imprint on its employees, consumers, communities and the environment is reflected in its Imprint and its 2025 sustainability targets.
#> 317                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Mondelēz International, Inc. empowers people to snack right in over 150 countries around the world. With 2020 net revenues of approximately $27 billion, MDLZ is leading the future of snacking with iconic global and local brands such as OREO, belVita and LU biscuits; Cadbury Dairy Milk, Milka and Toblerone chocolate; Sour Patch Kids candy and Trident gum. Mondelēz International is a proud member of the Standard and Poor's 500, Nasdaq 100 and Dow Jones Sustainability Index.
#> 318                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Monolithic Power Systems, Inc.  provides small, highly energy efficient, easy-to-use power solutions for systems found in industrial applications, telecom\r infrastructures, cloud computing, automotive, and consumer applications. MPS' mission is to reduce total energy consumption in its customers' systems with green, practical, compact solutions.
#> 319                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Based in Corona, California, Monster Beverage Corporation is a holding company and conducts no operating business except through its consolidated subsidiaries. The Company’s subsidiaries develop and market energy drinks, including Monster Energy® energy drinks, Monster Energy Ultra® energy drinks, Monster MAXX® maximum strength energy drinks, Java Monster® non-carbonated coffee + energy drinks, Espresso Monster® non-carbonated espresso + energy drinks, Monster Rehab® non-carbonated tea + energy drinks, Muscle Monster® non-carbonated energy shakes, Monster Hydro® non-carbonated refreshment + energy drinks, Monster HydroSport Super Fuel® non-carbonated advanced hydration + energy drinks, Monster Dragon Tea® non-carbonated energy teas, Reign Total Body Fuel® high performance energy drinks, Reign Inferno® thermogenic fuel high performance energy drinks, NOS® energy drinks, Full Throttle® energy drinks, Burn® energy drinks, Samurai® energy drinks, Relentless® energy drinks, Mother® energy drinks, Play® and Power Play® (stylized) energy drinks, BU® energy drinks, Nalu® energy drinks, BPM® energy drinks, Gladiator® energy drinks, Ultra Energy® energy drinks, Live+® energy drinks, Predator® energy drinks and Fury® energy drinks.
#> 320                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Moody's is a global risk assessment firm that empowers organizations to make better decisions. Its data, analytical solutions and insights help decision-makers identify opportunities and manage the risks of doing business with others. The Company believes that greater transparency, more informed decisions, and fair access to information open the door to shared progress. With over 11,400 employees in more than 40 countries, Moody's combines international presence with local expertise and over a century of experience in financial markets.
#> 321                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Morgan Stanley is a leading global financial services firm providing investment banking, securities, wealth management and investment management services. With offices in more than 41 countries, the Firm's employees serve clients worldwide including corporations, governments, institutions and individuals.
#> 322                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The Mosaic Company is one of the world's leading producers and marketers of concentrated phosphate and potash crop nutrients. Mosaic is a single-source provider of phosphate and potash fertilizers and feed ingredients for the global agriculture industry.
#> 323                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Motorola Solutions is a global leader in mission-critical communications and analytics. Our technologies in land mobile radio mission-critical communications, command center software and video security & analytics, bolstered by managed & support services, make cities safer and help businesses stay productive and secure. At Motorola Solutions, we are ushering in a new era in public safety and security.
#> 324                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           MSCI is a leading provider of critical decision support tools and services for the global investment community. With over 50 years of expertise in research, data and technology, MSCI powers better investment decisions by enabling clients to understand and analyze key drivers of risk and return and confidently build more effective portfolios. MSCI creates industry-leading research-enhanced solutions that clients use to gain insight into and improve transparency across the investment process.
#> 325                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Nasdaq is a leading provider of trading, clearing, exchange technology, listing, information and public company services across six continents. Through its diverse portfolio of solutions, Nasdaq enables customers to plan, optimize and execute their business vision with confidence, using proven technologies that provide transparency and insight for navigating today's global capital markets. As the creator of the world's first electronic stock market, its technology powers more than 70 marketplaces in 50 countries, and 1 in 10 of the world's securities transactions. Nasdaq is home to more than 3,500 listed companies with a market value of over $9.1 trillion and more than 10,000 corporate clients.
#> 326                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        NetApp, Inc. is an American hybrid cloud data services and data management company. NetApp offers cloud data services for management of applications and data both online and physically. n addition, the company offers application-aware data management service under the NetApp Astra name; and professional and support services, such as strategic consulting, professional, managed, and support services. Further, it provides assessment, design, implementation, and migration services.
#> 327                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Netflix is the world's leading streaming entertainment service with over 195 million paid memberships in over 190 countries enjoying TV series, documentaries and feature films across a wide variety of genres and languages. Members can watch as much as they want, anytime, anywhere, on any internet-connected screen. Members can play, pause and resume watching, all without commercials or commitments.
#> 328                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Newell Brands is a leading global consumer goods company with a strong portfolio of well-known brands, including Rubbermaid®, Paper Mate®, Sharpie®, Dymo®, EXPO®, Parker®, Elmer's®, Coleman®, Marmot®, Oster®, Sunbeam®, FoodSaver®, Mr. Coffee®, Rubbermaid Commercial Products®, Graco®, Baby Jogger®, NUK®, Calphalon®, Contigo®, First Alert®, Mapa®, Spontex® and Yankee Candle®.  Newell Brands is committed to enhancing the lives of consumers around the world with planet friendly, innovative and attractive products that create moments of joy and provide peace of mind.
#> 329                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Newmont is the world's leading gold company and a producer of copper, silver, zinc and lead. The Company's world-class portfolio of assets, prospects and talent is anchored in favorable mining jurisdictions in North America, South America, Australia and Africa. Newmont is the only gold producer listed in the S&P 500 Index and is widely recognized for its principled environmental, social and governance practices. The Company is an industry leader in value creation, supported by robust safety standards, superior execution and technical expertise. Newmont was founded in 1921 and has been publicly traded since 1925.
#> 330                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               News Corp is a global, diversified media and information services company focused on creating and distributing authoritative and engaging content and other products and services. The company comprises businesses across a range of media, including: digital real estate services, subscription video services in Australia, news and information services and book publishing. Headquartered in New York, News Corp operates primarily in the United States, Australia, and the United Kingdom, and its content and other products and services are distributed and consumed worldwide.
#> 331                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      NextEra Energy, Inc. is a leading clean energy company headquartered in Juno Beach, Florida. NextEra Energy owns Florida Power & Light Company, which is the largest rate-regulated electric utility in the United States as measured by retail electricity produced and sold, and serves more than 5.6 million customer accounts, supporting more than 11 million residents across Florida with clean, reliable and affordable electricity. NextEra Energy also owns a competitive clean energy business, NextEra Energy Resources, LLC, which, together with its affiliated entities, is the world's largest generator of renewable energy from the wind and sun and a world leader in battery storage. Through its subsidiaries, NextEra Energy generates clean, emissions-free electricity from seven commercial nuclear power units in Florida, New Hampshire and Wisconsin. A Fortune 200 company and included in the S&P 100 index, NextEra Energy has been recognized often by third parties for its efforts in sustainability, corporate responsibility, ethics and compliance, and diversity. NextEra Energy is ranked No. 1 in the electric and gas utilities industry on Fortune's 2020 list of 'World's Most Admired Companies' and received the S&P Global Platts 2020 Energy Transition Award for leadership in environmental, social and governance.
#> 332                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Nielsen Holdings plc is a leading global data and analytics company that provides a holistic and objective understanding of the media industry. With offerings spanning audience measurement, audience outcomes and content, Nielsen offers its clients and partners simple solutions to complex questions and optimizes the value of their investments and growth strategies. It is the only company that can offer de-duplicated cross-media audience measurement. Audience is Everything™to Nielsen and its clients, and Nielsen is committed to ensuring that every voice counts.
#> 333                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  NIKE, Inc., based near Beaverton, Oregon, is the world's leading designer, marketer and distributor of authentic athletic footwear, apparel, equipment and accessories for a wide variety of sports and fitness activities. Converse, a wholly-owned NIKE, Inc. subsidiary brand, designs, markets and distributes athletic lifestyle footwear, apparel and accessories.
#> 334                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      NiSource Inc. is one of the largest fully-regulated utility companies in the United States, serving approximately 3.2 million natural gas customers and 500,000 electric customers across six states through its local Columbia Gas and NIPSCO brands. Based in Merrillville, Indiana, NiSource's approximately 7,500 employees are focused on safely delivering reliable and affordable energy to our customers and communities we serve. NiSource is a member of the Dow Jones Sustainability - North America Index and the Bloomberg Gender Equality Index and has been named by Forbes magazine among America's Best Large Employers since 2016.
#> 335                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Nordson Corporation engineers, manufactures and markets differentiated products and systems used for the precision dispensing of adhesives, coatings, sealants, biomaterials, polymers, plastics and other materials, fluid management, test and inspection, UV curing and plasma surface treatment, all supported by application expertise and direct global sales and service. Nordson serves a wide variety of consumer non-durable, durable and technology end markets including packaging, nonwovens, electronics, medical, appliances, energy, transportation, construction, and general product assembly and finishing. Founded in 1954 and headquartered in Westlake, Ohio, the Company has operations and support offices in more than 35 countries.
#> 336                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Norfolk Southern Corporation is one of the nation's premier transportation companies. Its Norfolk Southern Railway Company subsidiary operates approximately 19,300 route miles in 22 states and the District of Columbia, serves every major container port in the eastern United States, and provides efficient connections to other rail carriers. Norfolk Southern is a major transporter of industrial products, including agriculture, forest and consumer products, chemicals, and metals and construction materials. In addition, the railroad operates the most extensive intermodal network in the East and is a principal carrier of coal, automobiles, and automotive parts.
#> 337                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Northern Trust Corporation is a leading provider of wealth management, asset servicing, asset management and banking to corporations, institutions, affluent families and individuals. Founded in Chicago in 1889, Northern Trust has a global presence with offices in 22 U.S. states and Washington, D.C., and across 22 locations in Canada, Europe, the Middle East and the Asia-Pacific region. As of September 30, 2020, Northern Trust had assets under custody/administration of US$13.1 trillion, and assets under management of US$1.3 trillion. For more than 130 years, Northern Trust has earned distinction as an industry leader for exceptional service, financial expertise, integrity and innovation.
#> 338                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Northrop Grumman solves the toughest problems in space, aeronautics, defense and cyberspace to meet the ever evolving needs of our customers worldwide. Its 90,000 employees define possible every day using science, technology and engineering to create and deliver advanced systems, products and services.
#> 339                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   NortonLifeLock Inc. is a global leader in consumer Cyber Safety, protecting and empowering people to live their digital lives safely. It is the consumer's trusted ally in an increasingly complex and connected world.
#> 340                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Norwegian Cruise Line Holdings Ltd. (NYSE: NCLH) is a leading global cruise company which operates the Norwegian Cruise Line, Oceania Cruises and Regent Seven Seas Cruises brands. With a combined fleet of 28 ships with approximately 59,150 berths, these brands offer itineraries to more than 490 destinations worldwide. The Company has nine additional ships scheduled for delivery through 2027.
#> 341                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            NRG is bringing the power of energy to people and organizations by putting customers at the center of everything it does. It generates electricity and provide energy solutions and natural gas to millions of customers through its diverse portfolio of retail brands. A Fortune 500 company, operating in the United States and Canada, NRG delivers innovative solutions while advocating for competitive energy markets and customer choice, working towards a sustainable energy future.
#> 342                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Nucor and its affiliates are manufacturers of steel and steel products, with operating facilities in the United States, Canada and Mexico. Products produced include: carbon and alloy steel -- in bars, beams, sheet and plate; hollow structural section tubing; electrical conduit; steel piling; steel joists and joist girders; steel deck; fabricated concrete reinforcing steel; cold finished steel; precision castings; steel fasteners; metal building systems; steel grating; and wire and wire mesh. Nucor, through The David J. Joseph Company, also brokers ferrous and nonferrous metals, pig iron and hot briquetted iron / direct reduced iron; supplies ferro-alloys; and processes ferrous and nonferrous scrap. Nucor is North America's largest recycler.
#> 343                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           NVIDIA is the pioneer of GPU-accelerated computing. The Company specializes in products and platforms for the large, growing markets of gaming, professional visualization, data center, and automotive.\r \r Its creations are loved by the most demanding computer users in the world – gamers, designers, and scientists. And its work is at the center of the most consequential mega-trends in technology.
#> 344                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    NVR, Inc. operates in two business segments: homebuilding and mortgage banking. The homebuilding segment sells and builds homes under the Ryan Homes, NVHomes and Heartland Homes trade names, and operates in thirty-three metropolitan areas in fourteen states and Washington, D.C.
#> 345                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          NXP Semiconductors N.V.  enables secure connections for a smarter world, advancing solutions that make lives easier, better, and safer. As the world leader in secure connectivity solutions for embedded applications, NXP is driving innovation in the automotive, industrial & IoT, mobile, and communication infrastructure markets. Built on more than 60 years of combined experience and expertise, the company has approximately 29,000 employees in more than 30 countries and posted revenue of $8.61 billion in 2020.
#> 346                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     O'Reilly Automotive, Inc. was founded in 1957 by the O'Reilly family and is one of the largest specialty retailers of automotive aftermarket parts, tools, supplies, equipment and accessories in the United States, serving both the do-it-yourself and professional service provider markets. As of December 31, 2020, the Company operated 5,594 stores in 47 U.S. states and 22 stores in Mexico.
#> 347                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Occidental is an international energy company with assets in the United States, Middle East, Africa and Latin America. It is one of the largest oil producers in the U.S., including a leading producer in the Permian and DJ basins, and offshore Gulf of Mexico. Its midstream and marketing segment provides flow assurance and maximizes the value of our oil and gas. Its chemical subsidiary OxyChem manufactures the building blocks for life-enhancing products. Its Oxy Low Carbon Ventures subsidiary is advancing leading-edge technologies and business solutions that economically grow its business while reducing emissions. It is committed to using its global leadership in carbon management to advance a lower-carbon world.
#> 348                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Old Dominion Freight Line, Inc. is a leading, less-than-truckload ('LTL'), union-free motor carrier providing regional, inter-regional and national LTL services through a single integrated organization. Its service offerings, which include expedited transportation, are provided through an expansive network of service centers located throughout the continental United States. Through strategic alliances, the Company also provides LTL services throughout North America. In addition to its core LTL services, the Company offers a range of value-added services including container drayage, truckload brokerage and supply chain consulting.
#> 349                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Omnicom Public Relations Group is a global collective of three of the top global public relations agencies worldwide and specialist agencies in areas including public affairs, marketing to women, global health strategy and corporate social responsibility. It encompasses more than 6,300 public relations professionals in more than 370 offices worldwide who provide their expertise to companies, government agencies, NGOs and nonprofits across a wide range of industries. Omnicom Public Relations Group delivers for clients through a relentless focus on talent, continuous pursuit of innovation and a culture steeped in collaboration. Omnicom Public Relations Group is part of the DAS Group of Companies, a division of Omnicom Group Inc. that includes more than 200 companies in a wide range of marketing disciplines including advertising, public relations, healthcare, customer relationship management, events, promotional marketing, branding and research.
#> 350                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       ON Semiconductor is driving energy efficient innovations, empowering customers to reduce global energy use. The company is a leading supplier of semiconductor-based solutions, offering a comprehensive portfolio of energy efficient, power management, analog, sensors, logic, timing, connectivity, discrete, SoC and custom devices. The company's products help engineers solve their unique design challenges in automotive, communications, computing, consumer, industrial, medical, aerospace and defense applications. ON Semiconductor operates a responsive, reliable, world-class supply chain and quality program, a robust compliance and ethics program, and a network of manufacturing facilities, sales offices and design centers in key markets throughout North America, Europe and the Asia Pacific regions.
#> 351                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             ONEOK, Inc. (pronounced ONE-OAK) is a leading midstream service provider and owner of one of the nation's premier natural gas liquids (NGL) systems, connecting NGL supply in the Rocky Mountain, Mid-Continent and Permian regions with key market centers and an extensive network of natural gas gathering, processing, storage and transportation assets.
#> 352                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      The Oracle Cloud offers a complete suite of integrated applications for Sales, Service, Marketing, Human Resources, Finance, Supply Chain and Manufacturing, plus Highly- Automated and Secure Generation 2 Infrastructure featuring the Oracle Autonomous Database.
#> 353                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Organon is a global healthcare company formed through a spinoff from Merck, known as MSD outside of the United States and Canada, to focus on improving the health of women throughout their lives. Here for her health, the company has a portfolio of more than 60 medicines and products across a range of therapeutic areas. Led by the reproductive health portfolio coupled with an expanding biosimilars business and stable franchise of established medicines, Organon’s products produce strong cash flows that will support investments in future growth opportunities in women’s health, including business development. In addition, Organon is pursuing opportunities to collaborate with biopharmaceutical innovators looking to commercialize their products by leveraging its scale and presence in fast growing international markets. Organon has a global footprint with significant scale and geographic reach, world-class commercial capabilities, and approximately 9,000 employees with headquarters located in Jersey City, New Jersey.
#> 354                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Otis Worldwide Corporation gives people freedom to connect and thrive in a taller, faster, smarter world. The global leader in the manufacture, installation and servicing of elevators and escalators, Otis moves 2 billion people a day and maintain more than 2 million customer units worldwide - the industry's largest Service portfolio. Otis is present in the world's most iconic structures, as well as residential and commercial buildings, transportation hubs and everywhere people are on the move. Headquartered in Connecticut, USA, Otis is 69,000 people strong, including 40,000 field professionals, all committed to meeting the diverse needs of its customers and passengers in more than 200 countries and territories.
#> 355                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            PACCAR is a global technology leader in the design, manufacture and customer support of high-quality light-, medium- and heavy-duty trucks under the Kenworth, Peterbilt and DAF nameplates. PACCAR also designs and manufactures advanced powertrains, provides financial services and information technology, and distributes truck parts related to its principal business.
#> 356                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Packaging Corporation of America (PCA) is the third largest producer of containerboard products and the third largest producer of uncoated freesheet paper in North America. PCA operates eight paper mills and 92 corrugated products plants and related facilities.
#> 357                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ViacomCBS is a leading global media and entertainment company that creates premium content and experiences for audiences worldwide. Driven by iconic consumer brands, its portfolio includes CBS, Showtime Networks, Paramount Pictures, Nickelodeon, MTV, Comedy Central, BET, Paramount+, Pluto TV and Simon & Schuster, among others. The company delivers the largest share of the U.S. television audience and boasts one of the industry's most important and extensive libraries of TV and film titles. In addition to offering innovative streaming services and digital video products, ViacomCBS provides powerful capabilities in production, distribution and advertising solutions for partners on five continents.
#> 358                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Parker Hannifin is a Fortune 250 global leader in motion and control technologies. For more than a century the company has been enabling engineering breakthroughs that lead to a better tomorrow. Parker has increased its annual dividend per share paid to shareholders for 64 consecutive fiscal years, among the top five longest-running dividend-increase records in the S&P 500 index.
#> 359                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Paychex, Inc. is a leading provider of integrated human capital management solutions for human resources, payroll, benefits, and insurance services. By combining its innovative software-as-a-service technology and mobility platform with dedicated, personal service, Paychex empowers small- and medium-sized business owners to focus on the growth and management of their business. Backed by more than 45 years of industry expertise, Paychex served more than 680,000 payroll clients as of May 31, 2020 across more than 100 locations in the U.S. and Europe, and pays one out of every 12 American private sector employees.
#> 360                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              As a leader in payroll and HR technology, Oklahoma City-based Paycom redefines the human capital management industry by allowing companies to effectively navigate a rapidly changing business environment. Its cloud-based software solution is based on a core system of record maintained in a single database for all human capital management functions, providing the functionality that businesses need to manage the complete employment lifecycle, from recruitment to retirement. Paycom has the ability to serve businesses of all sizes and in every industry. As one of the leading human capital management providers, Paycom serves clients in all 50 states from offices across the country.
#> 361                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 PayPal has remained at the forefront of the digital payment revolution for more than 20 years. By leveraging technology to make [nancial services and commerce more convenient, a ordable, and secure, the PayPal platform is empowering more than 375 million consumers and merchants in more than 200 markets to join and thrive in the global economy.
#> 362                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      With the nation's largest and most diversified regional gaming footprint, including 41 properties across 19 states, Penn National continues to evolve into a highly innovative omni-channel provider of retail and online gaming, live racing and sports betting entertainment. The Company's properties feature approximately 50,000 gaming machines, 1,300 table games and 8,800 hotel rooms, and operate under various well-known brands, including Hollywood, Ameristar, and L'Auberge. Its wholly-owned interactive division, Penn Interactive, operates retail sports betting across the Company's portfolio, as well online social casino, bingo, and iCasino products. In February 2020, Penn National entered into a strategic partnership with Barstool Sports, whereby Barstool is exclusively promoting the Company's land-based and online casinos and sports betting products, including the Barstool Sportsbook mobile app, to its national audience. The Company's omni-channel approach is bolstered by the mychoice loyalty program, which rewards and recognizes its over 20 million members for their loyalty to both retail and online gaming and sports betting products with the most dynamic set of offers, experiences, and service levels in the industry.
#> 363                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Pentair makes the most of life's essential resources, from great tasting water straight from the kitchen faucet, to industrial water management and everywhere in between. We deliver solutions that help people move, improve and enjoy water, and sustainable applications that help ensure the health of the world. Smart, Sustainable Solutions. For Life.\r Pentair had revenue in 2019 of $3 billion and has approximately 120 locations in 25 countries and 9,500 employees.
#> 364                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         PepsiCo products are enjoyed by consumers more than one billion times a day in more than 200 countries and territories around the world. PepsiCo generated more than $67 billion in net revenue in 2019, driven by a complementary food and beverage portfolio that includes Frito-Lay, Gatorade, Pepsi-Cola, Quaker and Tropicana. PepsiCo's product portfolio includes a wide range of enjoyable foods and beverages, including 23 brands that generate more than $1 billion each in estimated annual retail sales.\r \r Guiding PepsiCo is our vision to Be the Global Leader in Convenient Foods and Beverages by Winning with Purpose. "Winning with Purpose" reflects our ambition to win sustainably in the marketplace and embed purpose into all aspects of the business
#> 365                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     PerkinElmer enables scientists, researchers, and clinicians to address their most critical challenges across science and healthcare. With a mission focused on innovating for a healthier world, the company delivers unique solutions to serve the diagnostics, life sciences, food, and applied markets. IT strategically partners with customers to enable earlier and more accurate insights supported by deep market knowledge and technical expertise. Its dedicated team of about 14,000 employees worldwide is passionate about helping customers work to create healthier families, improve the quality of life, and sustain the wellbeing and longevity of people globally. The Company reported revenue of approximately $3.8 billion in 2020, serves customers in 190 countries, and is a component of the S&P 500 index.
#> 366                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pfizer applies science and its global resources to bring therapies to people that extend and significantly improve their lives. It strives to set the standard for quality, safety and value in the discovery, development and manufacture of health care products, including innovative medicines and vaccines. Every day, Pfizer colleagues work across developed and emerging markets to advance wellness, prevention, treatments and cures that challenge the most feared diseases of our time. Consistent with its  responsibility as one of the world's premier innovative biopharmaceutical companies, it collaborates with health care providers, governments and local communities to support and expand access to reliable, affordable health care around the world. For more than 150 years, it has worked to make a difference for all who rely on it. It routinely posts information that may be important to investors on its website at www.Pfizer.com.
#> 367                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Philip Morris International is a leading international tobacco company,\r with a diverse workforce of around 73,500 people who hail from every corner of the globe.\r \r Philip Morris International is committed to being a great employer. We strive to be environmentally and socially responsible. We are dedicated to fighting the illegal cigarette trade. We proudly support the communities where we source tobacco and where our employees live and work.\r \r Philip Morris International is dedicated to doing something very dramatic—we want to replace cigarettes with smoke-free products as fast as possible. \r \r That’s why Philip Morris International has more than 430 scientists, engineers, and technicians developing less-harmful alternatives to cigarettes at our two research facilities in Switzerland and Singapore.\r \r It’s the biggest shift in our history. And it’s the right one for our consumers, our company, our shareholders, and society.
#> 368                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Phillips 66 is a diversified energy manufacturing and logistics company. With a portfolio of Midstream, Chemicals, Refining, and Marketing and Specialties businesses, the company processes, transports, stores and markets fuels and products globally. Phillips 66 Partners, the company's master limited partnership, is integral to the portfolio. Headquartered in Houston, the company has 14,300 employees committed to safety and operating excellence. Phillips 66 had $55 billion of assets as of Dec. 31, 2020.
#> 369                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pinnacle West Capital Corp., an energy holding company based in Phoenix, has consolidated assets of about $19 billion, about 6,300 megawatts of generating capacity and 6,200 employees in Arizona and New Mexico. Through its principal subsidiary, Arizona Public Service, the company provides retail electricity service to nearly 1.3 million Arizona homes and businesses.
#> 370                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pioneer Natural Resources Company is an American energy company engaged in hydrocarbon exploration in the Cline Shale, which is part of the Spraberry Trend of the Permian Basin, where the company is the largest acreage holder. The company is organized in Delaware and headquartered in Irving, Texas.
#> 371                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      he PNC Financial Services Group, Inc. is one of the largest diversified financial services institutions in the United States, organized around its customers and communities for strong relationships and local delivery of retail and business banking including a full range of lending products; specialized services for corporations and government entities, including corporate banking, real estate finance and asset-based lending; wealth management and asset management.
#> 372                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pool Corporation is the world's largest wholesale distributor of swimming pool and related backyard products. POOLCORP operates approximately 375 sales centers in North America, Europe and Australia, through which it distributes more than 200,000 national brand and private label products to roughly 120,000 wholesale customers.
#> 373                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         PPG works every day to develop and deliver the paints, coatings and materials that its customers have trusted for more than 135 years. Through dedication and creativity, it solves its customers' biggest challenges, collaborating closely to find the right path forward. With headquarters in Pittsburgh, it operates and innovate in more than 70 countries and reported net sales of $13.8 billion in 2020. It serves customers in construction, consumer products, industrial and transportation markets and aftermarkets.
#> 374                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               PPL Electric Utilities Corporation, a subsidiary of PPL Corporation, provides electricity delivery services to about 1.4 million customers in Pennsylvania.
#> 375                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Principal helps people and companies around the world build, protect and advance their financial well-being through retirement, insurance and asset management solutions that fit their lives. Its employees are passionate about helping clients of all income and portfolio sizes achieve their goals - offering innovative ideas, investment expertise and real-life solutions to make financial progress possible.
#> 376                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 P&G serves consumers around the world with one of the strongest portfolios of trusted, quality, leadership brands, including Always®, Ambi Pur®, Ariel®, Bounty®, Charmin®, Crest®, Dawn®, Downy®, Fairy®, Febreze®, Gain®, Gillette®, Head & Shoulders®, Lenor®, Olay®, Oral-B®, Pampers®, Pantene®, SK-II®, Tide®, Vicks®, and Whisper®. The P&G community includes operations in approximately 70 countries worldwide.
#> 377                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Progressive provides insurance for personal and commercial autos and trucks, motorcycles, boats, recreational vehicles, and homes; it is the third largest auto insurer in the country, a leading seller of motorcycle and commercial auto insurance, and one of the top 15 homeowners insurance carriers.\r \r Founded in 1937, Progressive continues its long history of offering shopping tools and services that save customers time and money, like Name Your Price®, Snapshot®, and HomeQuote Explorer®.
#> 378                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Prologis, Inc. is the global leader in logistics real estate with a focus on high-barrier, high-growth markets. As of December 31, 2020, the company owned or had investments in, on a wholly owned basis or through co-investment ventures, properties and development projects expected to total approximately 984 million square feet (91 million square meters) in 19 countries. Prologis leases modern logistics facilities to a diverse base of approximately 5,500 customers principally across two major categories: business-to-business and retail/online fulfillment.
#> 379                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Prudential Financial, Inc., a financial wellness leader and premier active global investment manager with more than $1.5 trillion in assets under management as of June 30, 2020, has operations in the United States, Asia, Europe, and Latin America. Prudential's diverse and talented employees help to make lives better by creating financial opportunity for more people. Prudential's iconic Rock symbol has stood for strength, stability, expertise and innovation for more than a century.
#> 380                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Public Service Enterprise Group Inc. (PSEG)  is a publicly traded diversified energy company with approximately 13,000 employees. Headquartered in Newark, N.J., PSEG's principal operating subsidiaries are: Public Service Electric and Gas Co. (PSE&G), PSEG Power and PSEG Long Island. PSEG is a Fortune 500 company included in the S&P 500 Index and has been named to the Dow Jones Sustainability Index for North America for 13 consecutive years.
#> 381                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PTC enables global manufacturers to realize double-digit impact with software solutions that enable them to accelerate product and service innovation, improve operational efficiency, and increase workforce productivity. In combination with an extensive partner network, PTC provides customers flexibility in how its technology can be deployed to drive digital transformation - on premises, in the cloud, or via its pure SaaS platform.
#> 382                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Public Storage, a member of the S&P 500 and FT Global 500, is a REIT that primarily acquires, develops, owns and operates self-storage facilities. At December 31, 2020, The Company had: interests in 2,548 self-storage facilities located in 38 states with approximately 175 million net rentable square feet in the United States, an approximate 35% common equity interest in Shurgard Self Storage SA which owned 241 self-storage facilities located in seven Western European nations with approximately 13 million net rentable square feet operated under the 'Shurgard' brand and an approximate 42% common equity interest in PS Business Parks, Inc.  which owned and operated approximately 28 million rentable square feet of commercial space at December 31, 2020. Its headquarters are located in Glendale, California.
#> 383                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PulteGroup, Inc., based in Atlanta, Georgia, is one of America's largest homebuilding companies with operations in more than 40 markets throughout the country. Through its brand portfolio that includes Centex, Pulte Homes, Del Webb, DiVosta Homes, American West and John Wieland Homes and Neighborhoods, the company is one of the industry's most versatile homebuilders able to meet the needs of multiple buyer groups and respond to changing consumer demand. PulteGroup's purpose is building incredible places where people can live their dreams.
#> 384                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     PVH is one of the most admired fashion and lifestyle companies in the world. PVH powers brands that drive fashion forward – for good. Our brand portfolio includes the iconic Calvin Klein, TOMMY HILFIGER, Van Heusen, IZOD, ARROW, Warner’s, Olga and Geoffrey Beene brands, as well as the digital-centric True&Co. intimates brand. We market a variety of goods under these and other nationally and internationally known owned and licensed brands. PVH has 40,000 associates operating in over 40 countries. That's the Power of Us. That’s the Power of PVH.
#> 385                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Qorvo makes a better world possible by providing innovative Radio Frequency (RF) solutions at the center of connectivity. We combine product and technology leadership, systems-level expertise and global manufacturing scale to quickly solve our customers' most complex technical challenges. Qorvo serves diverse high-growth segments of large global markets, including advanced wireless devices, wired and wireless networks and defense radar and communications. Qorvo also leverages unique competitive strengths to advance 5G networks, cloud computing, the Internet of Things, and other emerging applications that expand the global framework interconnecting people, places and things.
#> 386                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Quanta Services is a leading specialized contracting services company, delivering comprehensive infrastructure solutions for the utility, communications, pipeline and energy industries. Quanta's comprehensive services include designing, installing, repairing and maintaining energy and communications infrastructure. With operations throughout the United States, Canada, Australia and select other international markets, Quanta has the manpower, resources and expertise to safely complete projects that are local, regional, national or international in scope.
#> 387                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Qualcomm is the world's leading wireless technology innovator and the driving force behind the development, launch, and expansion of 5G. When people connected the phone to the internet, the mobile revolution was born. Today, foundational technologies enable the mobile ecosystem and are found in every 3G, 4G and 5G smartphone. The company brings the benefits of mobile to new industries, including automotive, the internet of things, and computing, and are leading the way to a world where everything and everyone can communicate and interact seamlessly.\r Qualcomm Incorporated includes licensing business, QTL, and the vast majority of patent portfolio. Qualcomm Technologies, Inc., a subsidiary of Qualcomm Incorporated, operates, along with its subsidiaries, substantially all of our engineering, research and development functions, and substantially all of our products and services businesses, including our QCT semiconductor business.
#> 388                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Quest Diagnostics empowers people to take action to improve health outcomes. Derived from the world's largest database of clinical lab results, our diagnostic insights reveal new avenues to identify and treat disease, inspire healthy behaviors and improve health care management. Quest annually serves one in three adult Americans and half the physicians and hospitals in the United States, and our 47,000 employees understand that, in the right hands and with the right context, our diagnostic insights can inspire actions that transform lives.
#> 389                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Ralph Lauren Corporation is a global leader in the design, marketing and distribution of premium lifestyle products in five categories: apparel, footwear & accessories, home, fragrances and hospitality. For more than 50 years, Ralph Lauren's reputation and distinctive image have been consistently developed across an expanding number of products, brands and international markets. The Company's brand names, which include Ralph Lauren, Ralph Lauren Collection, Ralph Lauren Purple Label, Polo Ralph Lauren, Double RL, Lauren Ralph Lauren, Polo Ralph Lauren Children, Chaps and Club Monaco, among others, constitute one of the world's most widely recognized families of consumer brands.
#> 390                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Raymond James Financial, Inc. is a leading diversified financial services company providing private client group, capital markets, asset management, banking and other services to individuals, corporations and municipalities. The company has approximately 8,200 financial advisors. Total client assets are $923 billion. Public since 1983, the firm is headquartered in  St. Petersburg, Florida.
#> 391                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Raytheon Technologies Corporation is an aerospace and defense company that provides advanced systems and services for commercial, military and government customers worldwide. With four industry-leading businesses ― Collins Aerospace Systems, Pratt & Whitney, Raytheon Intelligence & Space and Raytheon Missiles & Defense ― the company delivers solutions that push the boundaries in avionics, cybersecurity, directed energy, electric propulsion, hypersonics, and quantum physics. The company, formed in 2020 through the combination of Raytheon Company and the United Technologies Corporation aerospace businesses, is headquartered in Waltham, Massachusetts.
#> 392                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Realty Income, The Monthly Dividend Company®, is an S&P 500 company dedicated to providing stockholders with dependable monthly income. The company is structured as a REIT, and its monthly dividends are supported by the cash flow from over 6,500 real estate properties owned under long-term lease agreements with commercial tenants. To date, the company has declared 606 consecutive common stock monthly dividends throughout its 51-year operating history and increased the dividend 109 times since Realty Income's public listing in 1994 (NYSE: O). The company is a member of the S&P 500 Dividend Aristocrats® index.
#> 393                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Regency Centers is the preeminent national owner, operator, and developer of shopping centers located in affluent, infill suburban trade areas. Its portfolio includes thriving properties merchandised with highly productive grocers, restaurants, service providers, and best-in-class retailers that connect to their neighborhoods, communities, and customers. Operating as a fully integrated real estate company, Regency Centers is a qualified real estate investment trust that is self-administered, self-managed, and an S&P 500 Index member.
#> 394                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Regeneron is a leading biotechnology company that invents life-transforming medicines for people with serious diseases. Founded and led for over 30 years by physician-scientists, its unique ability to repeatedly and consistently translate science into medicine has led to nine FDA-approved treatments and numerous product candidates in development, almost all of which were homegrown in its laboratories. Its medicines and pipeline are designed to help patients with eye diseases, allergic and inflammatory diseases, cancer, cardiovascular and metabolic diseases, pain, infectious diseases and rare diseases.
#> 395                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Regions Financial Corporation, with $147 billion in assets, is a member of the S&P 500 Index and is one of the nation's largest full-service providers of consumer and commercial banking, wealth management, and mortgage products and services. Regions serves customers across the South, Midwest and Texas, and through its subsidiary, Regions Bank, operates more than 1,300 banking offices and 2,000 ATMs. Regions Bank is an Equal Housing Lender and Member FDIC.
#> 396                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Republic Services, Inc. is an industry leader in U.S. recycling and non-hazardous solid waste disposal. Through its subsidiaries, Republic's collection companies, transfer stations, recycling centers, landfills and environmental services provide effective solutions to make responsible recycling and waste disposal effortless for its customers across the country. Its 36,000 employees are committed to providing a superior experience while fostering a sustainable Blue Planet® for future generations to enjoy a cleaner, safer and healthier world.
#> 397                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ResMed pioneers innovative solutions that treat and keep people out of the hospital, empowering them to live healthier, higher-quality lives. Its digital health technologies and cloud-connected medical devices transform care for people with sleep apnea, COPD, and other chronic diseases. Its comprehensive out-of-hospital software platforms support the professionals and caregivers who help people stay healthy in the home or care setting of their choice. By enabling better care, the company improves quality of life, reduces the impact of chronic disease, and lowers costs for consumers and healthcare systems in more than 140 countries.
#> 398                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Founded in 1948, Robert Half is the world's first and largest specialized staffing firm. The company has more than 300 staffing locations worldwide and offers hiring and job search services at roberthalf.com.
#> 399                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Rockwell Automation, Inc. is an American provider of industrial automation whose brands include Allen-Bradley, FactoryTalk software and LifecycleIQ Services. Its solutions include hardware and software products, and services.
#> 400                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Rollins, Inc. is a premier global consumer and commercial services company.  Through its family of leading brands, Orkin, HomeTeam Pest Defense, Clark Pest Control, Orkin Canada, Western Pest Services, Northwest Exterminating, Critter Control, The Industrial Fumigant Company, Trutech, Orkin Australia, Waltham Services, OPC Services, PermaTreat, Rollins UK, Aardwolf Pestkare, and Crane Pest Control, the Company provides essential pest control services and protection against termite damage, rodents and insects to more than two million customers in North America, South America, Europe, Asia, Africa, and Australia from more than 700 locations.
#> 401                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Roper Technologies is a constituent of the S&P 500, Fortune 1000, and the Russell 1000 indices. Roper operates businesses that design and develop software (both license and software-as-a-service) and engineered products and solutions for a variety of niche end markets.
#> 402                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Ross Stores, Inc. is an S&P 500, Fortune 500, and NASDAQ 100 (ROST) company headquartered in Dublin, California, with fiscal 2019 revenues of $16.0 billion. As of August 1, 2020, the Company operates Ross Dress for Less® ("Ross"), the largest off-price apparel and home fashion chain in the United States with 1,566 locations in 39 states, the District of Columbia, and Guam. Ross offers first-quality,in-season, name brand and designer apparel, accessories, footwear, and home fashions for the entire family at savings of 20% to 60% off department and specialty store regular prices every day.
#> 403                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Royal Caribbean Cruises Ltd., doing business as Royal Caribbean Group, is a cruise vacation company that owns four global brands: Royal Caribbean International, Celebrity Cruises, Azamara and Silversea. Royal Caribbean Group is also a 50% owner of a joint venture that operates TUI Cruises and Hapag-Lloyd Cruises. Together, our brands operate 61 ships with an additional 15 on order as of December 21, 2020.
#> 404                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                S&P Global is the world's foremost provider of credit ratings, benchmarks and analytics in the global capital and commodity markets, offering ESG solutions, deep data and insights on critical business factors.  The Company has been providing essential intelligence that unlocks opportunity, fosters growth and accelerates progress for more than 160 years. Its divisions include S&P Global Ratings, S&P Global Market Intelligence, S&P Dow Jones Indices and S&P Global Platts.
#> 405                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Salesforce, the global CRM leader, empowers companies of every size and industry to digitally transform and create a 360° view of their customers.
#> 406                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           SBA Communications Corporation is a leading independent owner and operator of wireless communications infrastructure including towers, buildings, rooftops, distributed antenna systems (DAS) and small cells. SBA is part of the S&P 500 and is one of the top Real Estate Investment Trusts (REITs) by market capitalization.
#> 407                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Schlumberger is the world's leading provider of technology and digital solutions for reservoir characterization, drilling, production, and processing to the energy industry. With product sales and services in more than 120 countries and employing approximately 82,000 people as of the end of third quarter of 2020 who represent over 170 nationalities, Schlumberger supplies the industry's most comprehensive range of products and services, from exploration through production, and integrated pore-to-pipeline solutions that optimize hydrocarbon recovery to deliver reservoir performance sustainably.\r \r Schlumberger Limited has executive offices in Paris, Houston, London, and The Hague, and reported revenues of $32.92 billion in 2019.
#> 408                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Seagate Technology crafts the datasphere, helping to maximize humanity's potential by innovating world-class, precision-engineered data storage and management solutions with a focus on sustainable partnerships.
#> 409                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Sealed Air is in business to protect, to solve critical packaging challenges, and to leave our world better than we found it. Its solutions and systems include CRYOVAC® brand food packaging, SEALED AIR® brand protective packaging, AUTOBAG® brand automated systems and BUBBLE WRAP® brand packaging. These brands collectively enable a more efficient, secure and less wasteful global food supply chain and enhance commerce through fulfillment and packaging solutions to protect the worldwide movement of goods.\r \r Sealed Air's industry-leading expertise in science, engineering, and innovation transforms businesses, industries, and consumers' lives. The company continues to expand its portfolio of next-generation sustainable solutions including packaging materials, automated systems, and smart services to deliver savings and create measurable long-term value.\r \r Sealed Air generated $4.9 billion in sales in 2020 and has approximately 16,500 employees who serve customers in 115 countries
#> 410                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Sempra Energy's mission is to be North America's premier energy infrastructure company. With more than $60 billion in total assets at the end of 2019, the San Diego-based company is the utility holding company with the largest U.S. customer base. The Sempra Energy companies' more than 18,000 employees deliver energy with purpose to over 35 million consumers. The company is focused on the most attractive markets in North America, including California, Texas, Mexico and the LNG export market. Sempra Energy has been consistently recognized for its leadership in sustainability, and diversity and inclusion, and is a member of the S&P 500 Utilities Index and the Dow Jones Utility Index. The company was also named one of the "World's Most Admired Companies" for 2020 by Fortune Magazine.
#> 411                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ServiceNow, Inc. provides enterprise information technology (IT) management software. The Company designs, develops, and produces prepackaged computer software, cloud services, and IT service management platform. ServiceNow serves customers throughout the United States.
#> 412                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Founded in 1866, The Sherwin-Williams Company is a global leader in the manufacture, development, distribution, and sale of paints, coatings and related products to professional, industrial, commercial, and retail customers.\r \r Sherwin-Williams manufactures products under well-known brands such as Sherwin-Williams®, Valspar®, HGTV HOME® by Sherwin-Williams, Dutch Boy®, Krylon®, Minwax®, Thompson's® Water Seal®, Cabot® and many more. With global headquarters in Cleveland, Ohio, Sherwin-Williams® branded products are sold exclusively through a chain of more than 4,900 company operated stores and facilities, while the company's other brands are sold through leading mass merchandisers, home centers, independent paint dealers, hardware stores, automotive retailers, and industrial distributors. The Sherwin-Williams Performance Coatings Group supplies a broad range of highly-engineered solutions for the construction, industrial, packaging and transportation markets in more than 120 countries around the world.
#> 413                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Signature Bank, member FDIC, is a New York-based, full-service commercial bank with 37 private client offices throughout the metropolitan New York area, including those in Connecticut as well as California and North Carolina. Through its single-point-of-contact approach, the Bank's private client banking teams primarily serve the needs of privately owned businesses, their owners and senior managers.
#> 414                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Simon Property Group, Inc. is a real estate investment trust engaged in the ownership of premier shopping, dining, entertainment and mixed-use destinations and an S&P 100 company  Its properties across North America, Europe and Asia provide community gathering places for millions of people every day and generate billions in annual sales.
#> 415                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Skyworks Solutions, Inc. is empowering the wireless networking revolution. Its highly innovative analog semiconductors are connecting people, places and things spanning a number of new and previously unimagined applications within the aerospace, automotive, broadband, cellular infrastructure, connected home, industrial, medical, military, smartphone, tablet and wearable markets.\r \r Skyworks is a global company with engineering, marketing, operations, sales and support facilities located throughout Asia, Europe and North America and is a member of the S&P 500® and Nasdaq-100® market indices.
#> 416                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Each generation of consumers leaves their mark on culture by establishing new expectations for food and the companies that make it. At The J.M. Smucker Co., it is our privilege to be at the heart of this dynamic with a diverse portfolio that appeals to each generation of people and pets and is found in nearly 90 percent of U.S. homes and countless restaurants. This includes a mix of iconic brands consumers have always loved such as Folgers®, Jif® and Milk-Bone® and new favorites like Café Bustelo®,Smucker's® Uncrustables® and Rachael Ray® Nutrish®. By continuing to immerse the company in consumer preferences and acting responsibly, it will continue growing our business and the positive impact the company has on society.
#> 417                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Snap-on Incorporated is a leading global innovator, manufacturer and marketer of tools, equipment, diagnostics, repair information and systems solutions for professional users performing critical tasks. Products and services include hand and power tools, tool storage, diagnostics software, information and management systems, shop equipment and other solutions for vehicle dealerships and repair centers, as well as for customers in industries, including aviation and aerospace, agriculture, construction, government and military, mining, natural resources, power generation and technical education. Snap-on also derives income from various financing programs to facilitate the sales of its products and support its franchise business. Products and services are sold through the company's franchisee, company-direct, distributor and internet channels. Founded in 1920, Snap-on is a $3.6 billion, S&P 500 company headquartered in Kenosha, Wisconsin.
#> 418                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        SolarEdge is a global leader in smart energy technology. By leveraging world-class engineering capabilities and with a relentless focus on innovation, SolarEdge creates smart energy solutions that power lives aof people and drive future progress. SolarEdge developed an intelligent inverter solution that changed the way power is harvested and managed in photovoltaic (PV) systems. The SolarEdge DC optimized inverter seeks to maximize power generation while lowering the cost of energy produced by the PV system. Continuing to advance smart energy, SolarEdge addresses a broad range of energy market segments through its PV, storage, EV charging, batteries, UPS, electric vehicle powertrains, and grid services solutions.
#> 419                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Southern Company brings energy to homes and businesses across the country. The company mades its name as a leading producer of clean, safe, reliable and affordable energy, and it approaches each day as a vital step in building the future of energy. It's always looking ahead, and innovations in the industry—from new nuclear to deployment of electric transportation and renewables —helps brighten the lives and businesses of millions of customers nationwide.
#> 420 In its 50th year of service, Dallas-based Southwest Airlines Co. continues to differentiate itself from other air carriers with exemplary Customer Service to a Customer base topping 130 million passengers in 2019. Southwest became the nation's largest domestic air carrier in 2003 and maintains that ranking based on the U.S. Department of Transportation's most recent reporting of domestic originating passengers boarded. In peak travel seasons during 2019, Southwest operated more than 4,000 weekday departures among a network of 101 destinations in the United States and 10 additional countries. In early 2020, the carrier added service to Hilo, Hawaii, and Cozumel, Mexico. Southwest began service to Palm Springs, Calif. and Miami on Nov. 15, and will begin service to two new seasonal destinations in Colorado, Steamboat Springs and Montrose (Telluride and Crested Butte) on Dec. 19, 2020. On Feb. 14, 2021, Southwest will begin service to Chicago (O'Hare) and Sarasota/Bradenton. Service from Savanah, Georgia and Colorado Springs will begin on March 11, 2021, and operations from Houston (George Bush Intercontinental) and Jackson, Miss. are anticipated to begin in the first half of 2021.\r \r The carrier issued its Southwest® Promise in May 2020 to highlight new and round-the-clock efforts to support its Customers and Employees wellbeing and comfort. Among the changes are enhanced cleaning efforts at airports and onboard aircraft, and face covering requirements for Customers and Employees. Additional details about the Southwest Promise are available at Southwest.com/Promise.\r \r Southwest coined Transfarency® to describe its purposed philosophy of treating Customers honestly and fairly, and low fares actually staying low. Southwest is the only major U.S. airline to offer bags fly free® to everyone (first and second checked pieces of luggage, size and weight limits apply, some carriers offer free checked bags on select routes or in qualified circumstances). Southwest does not charge change fees, though fare differences might apply.\r \r Southwest is one of the most honored airlines in the world, known for a triple bottom line approach that contributes to the carrier's performance and productivity, the importance of its People and the communities they serve, and an overall commitment to efficiency and the planet. Learn more about how the carrier gives back to communities across the world by visiting Southwest.com/citizenship.\r \r Book Southwest Airlines' low fares online at Southwest.com or by phone at 800-I-FLY-SWA.
#> 421                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Stanley Black & Decker is a purpose-driven, $14.5 billion revenue industrial organization. Stanley Black & Decker has 53,000 employees in more than 60 countries and operates the world's largest tools and storage business, the world's second-largest commercial electronic security services company, a leading engineered fastening business as well as Oil & Gas and Infrastructure businesses. The company's iconic brands include BLACK+DECKER, Bostitch, CRAFTSMAN, DEWALT, FACOM, IRWIN, LENOX, Porter Cable and STANLEY. Stanley Black & Decker is a company for the makers and innovators, the craftsmen and the caregivers, and those doing the hard work to make the world a better place.
#> 422                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Since 1971, Starbucks Coffee Company has been committed to ethically sourcing and roasting high-quality arabica coffee. Today, with nearly 33,000 stores worldwide, the company is the premier roaster and retailer of specialty coffee in the world. Through our unwavering commitment to excellence and our guiding principles, we bring the unique Starbucks Experience to life for every customer through every cup.
#> 423                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        State Street Corporation is one of the world's leading providers of financial services to institutional investors including investment servicing, investment management and investment research and trading. With $33.52 trillion in assets under custody and/or administration and $3.05 trillion* in assets under management as of June 30, 2020, State Street operates globally in more than 100 geographic markets and employs approximately 39,000 worldwide.
#> 424                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       STERIS’s MISSION IS TO HELP OUR CUSTOMERS CREATE A HEALTHIER AND SAFER WORLD by providing innovative healthcare and life science product and service solutions around the globe by providing innovative healthcare and life science product and service solutions around the globe.
#> 425                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Stryker is one of the world's leading medical technology companies and, together with its customers, is driven to make healthcare better. The company offers innovative products and services in Orthopaedics, Medical and Surgical, and Neurotechnology and Spine that help improve patient and hospital outcomes.
#> 426                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  For more than 35 years, SVB Financial Group and its subsidiaries have helped innovative companies and their investors move bold ideas forward, fast. SVB Financial Group's businesses, including Silicon Valley Bank, offer commercial and private banking, asset management, private wealth management, brokerage and investment services and funds management services to companies in the technology, life science and healthcare, private equity and venture capital, and premium wine industries. Headquartered in Santa Clara, California, SVB Financial Group operates in centers of innovation around the world.
#> 427                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Synchrony is a premier consumer financial services company. The Company delivers a wide range of specialized financing programs, as well as innovative consumer banking products, across key industries including digital, retail, home, auto, travel, health and pet. Synchrony enables its partners to grow sales and loyalty with consumers. It's one of the largest issuers of private label credit cards in the United States; it also offers co-branded products, installment loans and consumer financing products for small- and medium-sized businesses, as well as healthcare providers.
#> 428                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Synopsys, is the Silicon to Software™ partner for innovative companies developing the electronic products and software applications we rely on every day. As an S&P 500 company, Synopsys has a long history of being a global leader in electronic design automation (EDA) and semiconductor IP and offers the industry's broadest portfolio of application security testing tools and services. Whether you're a system-on-chip (SoC) designer creating advanced semiconductors, or a software developer writing more secure, high-quality code, Synopsys has the solutions needed to deliver innovative products.
#> 429                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ysco is the global leader in selling, marketing and distributing food products to restaurants, healthcare and educational facilities, lodging establishments and other customers who prepare meals away from home. Its family of products also includes equipment and supplies for the foodservice and hospitality industries. With more than 57,000 associates, the company operates 326 distribution facilities worldwide and serves more than 625,000 customer locations. For fiscal 2020 that ended June 27, 2020, the company generated sales of more than $52 billion.
#> 430                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               T-Mobile U.S. Inc. is America's supercharged Un-carrier, delivering an advanced 4G LTE and transformative nationwide 5G network that will offer reliable connectivity for all. T-Mobile's customers benefit from its unmatched combination of value and quality, unwavering obsession with offering them the best possible service experience and undisputable drive for disruption that creates competition and innovation in wireless and beyond. Based in Bellevue, Wash., T-Mobile provides services through its subsidiaries and operates its flagship brands, T-Mobile, Metro by T-Mobile and Sprint.
#> 431                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Headquartered in New York City, Take-Two Interactive Software, is a leading developer, publisher and marketer of interactive entertainment for consumers around the globe. Take-Two Interactive Software develops and publish products principally through Rockstar Games, 2K, Private Division, and Social Point. Our products are designed for console systems and personal computers, including smartphones and tablets, and are delivered through physical retail, digital download, online platforms and cloud streaming services.
#> 432                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Tapestry, Inc. is a New York-based house of modern luxury lifestyle brands. The Company's portfolio includes Coach, Kate Spade and Stuart Weitzman. The Company and its brands are founded upon a creative and consumer-led view of luxury that stands for inclusivity and approachability. Each of Tapestry's brands are unique and independent, while sharing a commitment to innovation and authenticity defined by distinctive products and differentiated customer experiences across channels and geographies.
#> 433                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Minneapolis-based Target Corporation serves guests at nearly 1,900 stores and at Target.com. Since 1946, Target has given 5% of its profit to communities, which today equals millions of dollars a week.
#> 434                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              TE Connectivity is a $12 billion global industrial technology leader creating a safer, sustainable, productive and connected future. Its broad range of connectivity and sensor solutions, proven in the harshest environments, enable advancements in transportation, industrial applications, medical technology, energy, data communications and the home. With approximately 80,000 employees, including more than 7,500 engineers, working alongside customers in approximately 140 countries, TE ensures that EVERY CONNECTION COUNTS.
#> 435                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Teledyne Technologies is a leading provider of sophisticated instrumentation, digital imaging products and software, aerospace and defense electronics, and engineered systems. Teledyne's operations are primarily located in the United States, Canada, the United Kingdom, and Western and Northern Europe.
#> 436                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Teleflex is a global provider of medical technologies designed to improve the health and quality of people’s lives. The Company applys purpose driven innovation – a relentless pursuit of identifying unmet clinical needs – to benefit patients and healthcare providers. Its portfolio is diverse, with solutions in the fields of vascular access, interventional cardiology and radiology, anesthesia, emergency medicine, surgical, urology and respiratory care. Teleflex employees worldwide are united in the understanding that what we do every day makes a difference.
#> 437                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Teradyne brings high-quality innovations such as smart devices, life-saving medical equipment and data storage systems to market, faster. Its advanced test solutions for semiconductors, electronic systems, wireless devices and more ensure that products perform as they were designed. Its Industrial Automation offerings include collaborative and mobile robots that help manufacturers of all sizes improve productivity and lower costs. In 2019, Teradyne had revenue of $2.3 billion and today employs 5,500 people worldwide.
#> 438                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Tesla’s mission is to accelerate the world’s transition to sustainable energy. Since its founding in 2003, Tesla has broken new barriers in developing high-performance automobiles that are not only the world’s best and highest-selling pure electric vehicles—with long range and absolutely no tailpipe emissions—but also the safest, highest-rated cars on the road in the world. Beyond the flagship Model S sedan and the falcon-winged door Model X sports utility vehicle, Tesla also offers a smaller, simpler and more affordable mid-sized sedan, Model 3, which it is expected will truly propel electric vehicles into the mainstream.\r \r In addition, with the opening of the Gigafactory and the acquisition of SolarCity, Tesla now offers a full suite of energy products that incorporates solar, storage, and grid services. As the world’s only fully integrated sustainable energy company, Tesla is at the vanguard of the world’s inevitable shift towards a sustainable energy platform.
#> 439                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Texas Instruments Incorporated is a global semiconductor company that designs, manufactures, tests and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, communications equipment and enterprise systems. Its passion to create a better world by making electronics more affordable through semiconductors is alive today, as each generation of innovation builds upon the last to make our technology smaller, more efficient, more reliable and more affordable - making it possible for semiconductors to go into electronics everywhere. It thinks of this as Engineering Progress. It's what it does and has been doing for decades.
#> 440                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Textron Inc. is a multi-industry company that leverages its global network of aircraft, defense, industrial and finance businesses to provide customers with innovative solutions and services. Textron is known around the world for its powerful brands such as Bell, Cessna, Beechcraft, Hawker, Jacobsen, Kautex, Lycoming, E-Z-GO, Arctic Cat, Textron Systems, and TRU Simulation + Training.
#> 441                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Thermo Fisher Scientific Inc. is the world leader in serving science, with annual revenue exceeding $25 billion. Its Mission is to enable our customers to make the world healthier, cleaner and safer. Whether the customers are accelerating life sciences research, solving complex analytical challenges, improving patient diagnostics and therapies or increasing productivity in their laboratories, the company is here to support them. Its global team of more than 75,000 colleagues delivers an unrivaled combination of innovative technologies, purchasing convenience and pharmaceutical services through our industry-leading brands, including Thermo Scientific, Applied Biosystems, Invitrogen, Fisher Scientific, Unity Lab Services and Patheon.
#> 442                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 The TJX Companies, Inc. is the leading off-price retailer of apparel and home fashions in the U.S. and worldwide. As of January 30, 2021, the end of the Company's fiscal year, the Company operated a total of 4,572 stores in nine countries, the United States, Canada, the United Kingdom, Ireland, Germany, Poland, Austria, the Netherlands, and Australia, and four e-commerce sites. These include 1,271 T.J. Maxx, 1,131 Marshalls, 821 HomeGoods, 48 Sierra, and 34 Homesense stores, as well as tjmaxx.com, marshalls.com, and sierra.com in the United States; 280 Winners, 143 HomeSense, and 102 Marshalls stores in Canada; 602 T.K. Maxx and 78 Homesense stores, as well as tkmaxx.com, in Europe; and 62 T.K. Maxx stores in Australia.
#> 443                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Tractor Supply Company, the largest rural lifestyle retailer in the United States, has been passionate about serving its unique niche, as a one-stop shop for recreational farmers, ranchers and all those who enjoy living the rural lifestyle, for more than 80 years. Tractor Supply offers an extensive mix of products necessary to care for home, land, pets and animals with a focus on product localization, exclusive brands and legendary customer service that addresses the needs of the Out Here lifestyle. With more than 40,000 Team Members, the Company leverages its physical store assets with digital capabilities to offer customers the convenience of purchasing products they need anytime, anywhere and any way they choose at the everyday low prices they deserve. At September 26, 2020, the Company operated 1,904 Tractor Supply stores in 49 states.
#> 444                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Trane Technologies is a global climate innovator. Through its strategic brands Trane and Thermo King, and its portfolio of environmentally responsible products and services, company brings efficient and sustainable climate solutions to buildings, homes and transportation.
#> 445                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  TransDigm Group, through its wholly-owned subsidiaries, is a leading global designer, producer and supplier of highly engineered aircraft components for use on nearly all commercial and military aircraft in service today. Major product offerings, substantially all of which are ultimately provided to end-users in the aerospace industry, include mechanical/electro-mechanical actuators and controls, ignition systems and engine technology, specialized pumps and valves, power conditioning devices, specialized AC/DC electric motors and generators, batteries and chargers, engineered latching and locking devices, engineered rods, engineered connectors and elastomer sealing solutions, databus and power controls, cockpit security components and systems, specialized and advanced cockpit displays, aircraft audio systems, specialized lavatory components, seat belts and safety restraints, engineered and customized interior surfaces and related components, advanced sensor products, switches and relay panels, thermal protection and insulation, lighting and control technology, parachutes, high performance hoists, winches and lifting devices, and cargo loading, handling and delivery systems.
#> 446                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                The Travelers Companies, Inc. is a leading provider of property casualty insurance for auto, home and business. A component of the Dow Jones Industrial Average, Travelers has approximately 30,000 employees and generated revenues of approximately $32 billion in 2020.
#> 447                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Trimble is transforming the way the world works by delivering products and services that connect the physical and digital worlds. Core technologies in positioning, modeling, connectivity and data analytics enable customers to improve productivity, quality, safety and sustainability. From purpose built products to enterprise lifecycle solutions, Trimble software, hardware and services are transforming industries such as agriculture, construction, geospatial and transportation.
#> 448                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Truist Financial Corporation is a purpose-driven financial services company committed to inspiring and building better lives and communities. Formed by the historic merger of equals of BB&T and SunTrust, Truist has leading market share in many high-growth markets in the country. The company offers a wide range of services including retail, small business and commercial banking; asset management; capital markets; commercial real estate; corporate and institutional banking; insurance; mortgage; payments; specialized lending; and wealth management. Headquartered in Charlotte, North Carolina, Truist is the sixth-largest commercial bank in the U.S. with total assets of $509 billion as of December 31, 2020. Truist Bank, Member FDIC.
#> 449                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Twitter, Inc. is the best and fastest place to see what's happening and what people are talking about all around the world. From breaking news and entertainment to sports and politics, from big events to everyday interests. If it's happening anywhere, it's happening first on Twitter. Twitter is where the full story unfolds with all the live commentary and where live events come to life unlike anywhere else. Twitter is available in more than 40 languages around the world. The service can be accessed at Twitter.com, on a variety of mobile devices and via SMS.
#> 450                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tyler Technologies provides integrated software and technology services to the public sector. Tyler's end-to-end solutions empower local, state, and federal government entities to operate more efficiently and connect more transparently with their constituents and with each other. By connecting data and processes across disparate systems, Tyler's solutions are transforming how clients gain actionable insights that solve problems in their communities. Tyler has more than 27,000 successful installations across more than 11,000 sites, with clients in all 50 states, Canada, the Caribbean, Australia, and other international locations. Tyler has been named to Government Technology's GovTech 100 list five times and has been recognized three times on Forbes' 'Most Innovative Growth Companies' list.
#> 451                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Tyson Foods, Inc. is one of the world's largest food companies and a recognized leader in protein. Founded in 1935 by John W. Tyson and grown under three generations of family leadership, the Company has a broad portfolio of products and brands like Tyson®, Jimmy Dean®, Hillshire Farm®, Ball Park®, Wright®, Aidells®, ibp® and State Fair®. Tyson Foods innovates continually to make protein more sustainable, tailor food for everywhere it's available and raise the world's expectations for how much good food can do. Headquartered in Springdale, Arkansas, the Company had 139,000 team members at October 3, 2020. Through its Core Values, Tyson Foods strives to operate with integrity, create value for its shareholders, customers, communities and team members and serve as a steward of the animals, land and environment entrusted to it.
#> 452                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         U.S. Bancorp, with nearly 70,000 employees and $554 billion in assets as of Dec. 31, 2020, is the parent company of U.S. Bank National Association, the fifth-largest commercial bank in the United States. The Minneapolis-based bank blends its relationship teams, branches and ATM network with mobile and online tools that allow customers to bank how, when and where they prefer. U.S. Bank is committed to serving its millions of retail, business, wealth management, payment, commercial and corporate, and investment services customers across the country and around the world as a trusted financial partner, a commitment recognized by the Ethisphere Institute naming the bank one of the 2020 World's Most Ethical Companies.
#> 453                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      UDR, Inc., an S&P 500 company, is a leading multifamily real estate investment trust with a demonstrated performance history of delivering superior and dependable returns by successfully managing, buying, selling, developing and redeveloping attractive real estate properties in targeted U.S. markets. As of September 30, 2020, UDR owned or had an ownership position in 51,649 apartment homes including 1,031 homes under development. For over 48 years, UDR has delivered long-term value to shareholders, the best standard of service to residents and the highest quality experience for associates.
#> 454                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Ulta Beauty is the largest U.S. beauty retailer and the premier beauty destination for cosmetics, fragrance, skin care products, hair care products and salon services. Since 1990, the Company has brought together all things beauty, all in one place with more than 25,000 products from approximately 500 well-established and emerging beauty brands across all categories and price points, including Ulta Beauty’s own private label. Ulta Beauty also offers a full-service salon in every store featuring hair, skin, brow, and make-up services. Ulta Beauty operates retail stores across 50 states and also distributes its products through its website, which includes a collection of tips, tutorials and social content.
#> 455                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Union Pacific delivers the goods families and businesses use every day with safe, reliable and efficient service. Operating in 23 western states, the company connects its customers and communities to the global economy. Trains are the most environmentally responsible way to move freight, helping Union Pacific protect future generations.
#> 456                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      United's shared purpose is 'Connecting People. Uniting the World.' The Company is more focused than ever on its commitment to customers through a series of innovations and improvements designed to help build a great experience: Every customer. Every flight. Every day. Together, United and United Express operate approximately 4,900 flights a day to 358 airports across five continents. In 2018, United and United Express operated more than 1.7 million flights carrying more than 158 million customers. United is proud to have the world's most comprehensive route network, including U.S. mainland hubs in Chicago, Denver, Houston, Los Angeles, New York/Newark, San Francisco and Washington, D.C. United operates 788 mainline aircraft and the airline's United Express partners operate 560 regional aircraft. United is a founding member of Star Alliance, which provides service to 195 countries via 26 member airlines.
#> 457                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  UPS, one of the world's largest package delivery companies with 2019 revenue of $74 billion, provides a broad range of integrated logistics solutions for customers in more than 220 countries and territories. The company's more than 500,000 employees embrace a strategy that is simply stated and powerfully executed: Customer First. People Led. Innovation Driven. UPS is committed to being a steward of the environment and positively contributing to the communities we serve around the world. UPS also takes a strong and unwavering stance in support of diversity, equity and inclusion.
#> 458                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   United Rentals, Inc. is the largest equipment rental company in the world. The company has an integrated network of 1,169 rental locations in North America and 11 in Europe. In North America, the company operates in 49 states and every Canadian province. The company's approximately 18,900 employees serve construction and industrial customers, utilities, municipalities, homeowners and others. The company offers approximately 4,000 classes of equipment for rent with a total original cost of $14.13 billion. United Rentals is a member of the Standard & Poor's 500 Index, the Barron's 400 Index and the Russell 3000 Index® and is headquartered in Stamford, Conn.
#> 459                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      UnitedHealth Group is a diversified health care company dedicated to helping people live healthier lives and helping make the health system work better for everyone. UnitedHealth Group offers a broad spectrum of products and services through two distinct platforms: UnitedHealthcare, which provides health care coverage and benefits services; and Optum, which provides information and technology-enabled health services.
#> 460                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Universal Health Services, Inc. is one of the nation's largest hospital companies, operating, through its subsidiaries, behavioral health facilities, acute care hospitals, and ambulatory centers throughout the United States, Puerto Rico and the United Kingdom.
#> 461                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Valero Energy Corporation, through its subsidiaries (collectively, "Valero"), is an international manufacturer and marketer of transportation fuels and petrochemical products. Valero is a Fortune 50 company based in San Antonio, Texas, and it operates 15 petroleum refineries with a combined throughput capacity of approximately 3.2 million barrels per day and 13 ethanol plants with a combined production capacity of approximately 1.68 billion gallons per year. The petroleum refineries are located in the United States (U.S.), Canada and the United Kingdom (U.K.), and the ethanol plants are located in the Mid-Continent region of the U.S. Valero is also a joint venture partner in Diamond Green Diesel, which owns and operates a renewable diesel plant in Norco, Louisiana. Diamond Green Diesel is North America's largest biomass-based diesel plant. Valero sells its products in the wholesale rack or bulk markets in the U.S., Canada, the U.K., Ireland and Latin America. Approximately 7,000 outlets carry Valero's brand names.
#> 462                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Ventas Inc., an S&P 500 company, operates at the intersection of two powerful and dynamic industries - healthcare and real estate. As one of the world's foremost Real Estate Investment Trusts (REIT), Ventas uses the power of capital to unlock the value of real estate, partnering with leading care providers, developers, research and medical institutions, innovators and healthcare organizations whose success is buoyed by the demographic tailwind of an aging population. For more than twenty years, Ventas has followed a successful strategy that endures: combining a high-quality diversified portfolio of properties and capital sources to manage through cycles, working with industry leading partners, and a collaborative and experienced team focused on producing consistent growing cash flows and superior returns on a strong balance sheet, ultimately rewarding Ventas stakeholders. As of December 31, 2020, Ventas owned or managed through unconsolidated real estate entities approximately 1,200 properties.
#> 463                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Verisign, a global provider of domain name registry services and internet infrastructure, enables internet navigation for many of the world's most recognized domain names. Verisign enables the security, stability and resiliency of key internet infrastructure and services, including providing root zone maintainer services, operating two of the 13 global internet root servers and providing registration services and authoritative resolution for the .com and .net top-level domains, which support the majority of global e-commerce.
#> 464                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Verisk provides predictive analytics and decision-support solutions to customers in the insurance, energy and specialized markets, and financial services industries. More than 70 percent of the FORTUNE 100 relies on the company's advanced technologies to manage risks, make better decisions and improve operating efficiency. The company's analytic solutions address insurance underwriting and claims, fraud, regulatory compliance, natural resources, catastrophes, economic forecasting, geopolitical risks, as well as environmental, social, and governance (ESG) matters.
#> 465                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Verizon is one of the largest communication technology companies in the world.\r \r Verizon Communications Inc. was formed on June 30, 2000 and is celebrating its 20th year as one of the world’s leading providers of technology, communications, information and entertainment products and services.\r \r Headquartered in New York City and with a presence around the world, Verizon generated revenues of $128.3 billion in 2020. The company offers voice, data and video services and solutions on its award winning networks and platforms, delivering on customers’ demand for mobility, reliable network connectivity, security and control.
#> 466                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Vertex is a global biotechnology company that invests in scientific innovation to create transformative medicines for people with serious diseases. The company has multiple approved medicines that treat the underlying cause of cystic fibrosis (CF) - a rare, life-threatening genetic disease - and has several ongoing clinical and research programs in CF. Beyond CF, Vertex has a robust pipeline of investigational small molecule medicines in other serious diseases where it has deep insight into causal human biology, including pain, alpha-1 antitrypsin deficiency and APOL1-mediated kidney diseases. In addition, Vertex has a rapidly expanding pipeline of cell and genetic therapies for diseases such as sickle cell disease, beta thalassemia, Duchenne muscular dystrophy and type 1 diabetes mellitus.
#> 467                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Founded in 1899, VF Corporation is one of the world's largest apparel, footwear and accessories companies connecting people to the lifestyles, activities and experiences they cherish most through a family of iconic outdoor, active and workwear brands including Vans®, The North Face®, Timberland® and Dickies®. The Company's purpose is to power movements of sustainable and active lifestyles for the betterment of people and our planet. The Company connects this purpose with a relentless drive to succeed to create value for all stakeholders and use our company as a force for good.
#> 468                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Viatris Inc. is a new kind of healthcare company, empowering people worldwide to live healthier at every stage of life. It provides access to medicines, advance sustainable operations, develop innovative solutions and leverage its collective expertise to connect more people to more products and services through its one-of-a-kind Global Healthcare GatewayTM. Formed in November 2020through the combination of Mylan and Pfizer's Upjohn business, Viatris brings together scientific, manufacturing and distribution expertise with proven regulatory, medical and commercial capabilities to deliver high-quality medicines to patients in more than 165 countries and territories. Viatris' portfolio comprises more than 1,400 approved molecules across a wide range of therapeutic areas, spanning both non-communicable and infectious diseases, including globally recognized brands, complex generic and branded medicines, a growing portfolio of biosimilars and a variety of over-the-counter consumer products. With a global workforce of approximately 45,000, Viatris is headquartered in the U.S., with global centers in Pittsburgh, Shanghaiand Hyderabad, India.
#> 469                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 VICI Properties Inc. is an experiential real estate investment trust that owns one of the largest portfolios of market-leading gaming, hospitality and entertainment destinations, including the world-renowned Caesars Palace. VICI Properties' national, geographically diverse portfolio consists of 28 gaming facilities comprising over 47 million square feet and features approximately 17,800 hotel rooms and more than 200 restaurants, bars, nightclubs and sportsbooks. Its properties are leased to industry leading gaming and hospitality operators, including Caesars Entertainment, Inc., Century Casinos, Inc., Hard Rock International Inc., JACK Entertainment LLC and Penn National Gaming, Inc. VICI Properties also has an investment in the Chelsea Piers, New York facility and owns four championship golf courses and 34 acres of undeveloped land adjacent to the Las Vegas Strip. VICI Properties' strategy is to create the nation's highest quality and most productive experiential real estate portfolio.
#> 470                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Visa Inc. (NYSE: V) is the world's leader in digital payments. Company's mission is to connect the world through the most innovative, reliable and secure payment network - enabling individuals, businesses and economies to thrive. Its advanced global processing network, VisaNet, provides secure and reliable payments around the world, and is capable of handling more than 65,000 transaction messages a second. The company's relentless focus on innovation is a catalyst for the rapid growth of digital commerce on any device for everyone, everywhere. As the world moves from analog to digital, Visa is applying our brand, products, people, network and scale to reshape the future of commerce.
#> 471                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Vornado Realty Trust is a fully integrated equity real estate investment trust.
#> 472                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Vulcan Materials Company, a member of the S&P 500 index with headquarters in Birmingham, Alabama, is the nation's largest producer of construction aggregates – primarily crushed stone, sand and gravel – and a major producer of aggregates-based construction materials, including asphalt and ready-mixed concrete.
#> 473                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Wabtec Corporation is a leading global provider of equipment, systems, digital solutions and value-added services for freight and transit rail. Drawing on nearly four centuries of collective experience across Wabtec, GE Transportation and Faiveley Transport, the company has unmatched digital expertise, technological innovation, and world-class manufacturing and services, enabling the digital-rail-and-transit ecosystems. Wabtec is focused on performance that drives progress, creating transportation solutions that move and improve the world. The freight portfolio features a comprehensive line of locomotives, software applications and a broad selection of mission-critical controls systems, including Positive Train Control. The transit portfolio provides highly engineered systems and services to virtually every major rail transit system around the world, supplying an integrated series of components for buses and all train-related market segments that deliver safety, efficiency and passenger comfort. Along with its industry-leading portfolio of products and solutions for the rail and transit industries, Wabtec is a leader in mining, marine, and industrial solutions. Based in Pittsburgh, PA.
#> 474                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Walgreens Boots Alliance is a global leader in retail and wholesale pharmacy, touching millions of lives every day through dispensing and distributing medicines, and through its convenient retail locations, digital platforms and health and beauty products. The company has more than 100 years of trusted health care heritage and innovation in community pharmacy and pharmaceutical wholesaling.\r \r Including equity method investments, WBA has a presence in more than 25 countries, employs more than 450,000 people and has more than 21,000 stores.\r \r WBA's purpose is to help people across the world lead healthier and happier lives. The company is proud of its contributions to healthy communities, a healthy planet, an inclusive workplace and a sustainable marketplace. WBA is a participant of the United Nations Global Compact and adheres to its principles-based approach to responsible business.\r \r WBA is included in FORTUNE's 2020 list of the World's Most Admired Companies*, ranked first in the food and drugstore category. This is the 27th consecutive year that WBA or its predecessor company, Walgreen Co., has been named to the list.
#> 475                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Walmart Inc. helps people around the world save money and live better - anytime and anywhere - in retail stores, online, and through their mobile devices. Each week, over 265 million customers and members visit approximately 11,400 stores under 55 banners in 26 countries and eCommerce websites. With fiscal year 2020 revenue of $524 billion, Walmart employs over 2.2 million associates worldwide. Walmart continues to be a leader in sustainability, corporate philanthropy and employment opportunity.
#> 476                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Discovery, Inc. is a global leader in real life entertainment, serving a passionate audience of superfans around the world with content that inspires, informs and entertains. Discovery delivers over 8,000 hours of original programming each year and has category leadership across deeply loved content genres around the world. Available in more than 220 countries and territories and in nearly 50 languages, Discovery is a platform innovator, reaching viewers on all screens, including TV Everywhere products such as the GO portfolio of apps; direct-to-consumer streaming services such as Eurosport Player, Food Network Kitchen and MotorTrend OnDemand; digital-first and social content from Group Nine Media; a landmark natural history and factual content partnership with the BBC; and a strategic alliance with PGA TOUR to create the international home of golf. Discovery's portfolio of premium brands includes Discovery Channel, HGTV, Food Network, TLC, Investigation Discovery, Travel Channel, MotorTrend, Animal Planet, Science Channel, and the forthcoming multi-platform JV with Chip and Joanna Gaines, Magnolia, as well as OWN: Oprah Winfrey Network in the U.S., Discovery Kids in Latin America, and Eurosport, the leading provider of locally relevant, premium sports and Home of the Olympic Games across Europe.
#> 477                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Waste Management, based in Houston, Texas, is the leading provider of comprehensive waste management environmental services in North America, providing services throughout the United States and Canada. Through its subsidiaries, the Company provides collection, transfer, disposal services, and recycling and resource recovery. It is also a leading developer, operator, and owner of landfill gas-to-energy facilities in the United States. The Company's customers include residential, commercial, industrial, and municipal customers throughout North America.
#> 478                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Waters Corporation, the world's leading specialty measurement company, has pioneered chromatography, mass spectrometry, and thermal analysis innovations serving the life, materials, and food sciences for more than 60 years. With more than 7,000 employees worldwide, Waters operates directly in 35 countries, including 15 manufacturing facilities, and with products available in more than 100 countries.
#> 479                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  WEC Energy Group, based in Milwaukee, is one of the nation's premier energy companies, serving 4.5 million customers in Wisconsin, Illinois, Michigan and Minnesota.\r \r The company's principal utilities are We Energies, Wisconsin Public Service, Peoples Gas, North Shore Gas, Michigan Gas Utilities, Minnesota Energy Resources and Upper Michigan Energy Resources. Another major subsidiary, We Power, designs, builds and owns electric generating plants. In addition, WEC Infrastructure LLC owns a growing fleet of renewable generation facilities in the Midwest.\r \r WEC Energy Group is a Fortune 500 company and a component of the S&P 500. The company has approximately 45,000 stockholders of record, 7,500 employees and $35 billion of assets.
#> 480                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Wells Fargo & Company is a leading financial services company that has approximately $1.9 trillion in assets and proudly serves one in three U.S. households and more than 10% of all middle market companies in the U.S. It provides a diversified set of banking, investment, and mortgage products and services, as well as consumer and commercial finance, through its four reportable operating segments: Consumer Banking and Lending, Commercial Banking, Corporate and Investment Banking, and Wealth and Investment Management. Wells Fargo ranked No. 30 on Fortune's 2020 rankings of America's largest corporations. In the communities it serves, the company focuses its social impact on building a sustainable, inclusive future for all by supporting housing affordability, small business growth, financial health, and a low-carbon economy.
#> 481                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Welltower Inc., an S&P 500 company headquartered in Toledo, Ohio, is driving the transformation of health care infrastructure. The Company invests with leading seniors housing operators, post-acute providers and health systems to fund the real estate infrastructure needed to scale innovative care delivery models and improve people's wellness and overall health care experience. Welltower®, a real estate investment trust ('REIT'), owns interests in properties concentrated in major, high-growth markets in the United States, Canada and the United Kingdom, consisting of seniors housing, post-acute communities and outpatient medical properties.
#> 482                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            West Pharmaceutical Services, Inc. is a leading provider of innovative, high-quality injectable solutions and services. As a trusted partner to established and emerging drug developers, West helps ensure the safe, effective containment and delivery of life-saving and life-enhancing medicines for patients. With almost 10,000 team members across 50 sites worldwide, West helps support its customers by delivering over 40 billion components and devices each year.
#> 483                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Western Digital creates environments for data to thrive. As a leader in data infrastructure, the company is driving the innovation needed to help customers capture, preserve, access and transform an ever-increasing diversity of data. Everywhere data lives, from advanced data centers to mobile sensors to personal devices, our industry-leading solutions deliver the possibilities of data.
#> 484                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WestRock (NYSE: WRK) partners with our customers to provide differentiated paper and packaging solutions that help them win in the marketplace. WestRock's team members support customers around the world from locations spanning North America, South America, Europe, Asia and Australia.
#> 485                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Weyerhaeuser Company, one of the world's largest private owners of timberlands, began operations in 1900. The company owns or controls approximately 11 million acres of timberlands in the U.S. and manages additional timberlands under long-term licenses in Canada. Weyerhaeuser Company manages these timberlands on a sustainable basis in compliance with internationally recognized forestry standards. The company is also one of the largest manufacturers of wood products in North America. The company is a real estate investment trust. In 2019, Weyerhaeuser Company generated $6.6 billion in net sales and employed approximately 9,400 people who serve customers worldwide. The company is listed on the Dow Jones Sustainability North America Index.
#> 486                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Whirlpool Corporation is the world's leading kitchen and laundry appliance company, with approximately $20 billion in annual sales, 77,000 employees and 59 manufacturing and technology research centers in 2019. The company markets Whirlpool, KitchenAid, Maytag, Consul, Brastemp, Amana, Bauknecht, JennAir, Indesit and other major brand names in nearly every country throughout the world.
#> 487                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Williams is committed to being the leader in providing infrastructure that safely delivers natural gas products to reliably fuel the clean energy economy. Headquartered in Tulsa, Oklahoma, Williams is an industry-leading, investment grade C-Corp with operations across the natural gas value chain including gathering, processing, interstate transportation and storage of natural gas and natural gas liquids. With major positions in top U.S. supply basins, Williams connects the best supplies with the growing demand for clean energy. Williams owns and operates more than 30,000 miles of pipelines system wide - including Transco, the nation's largest volume and fastest growing pipeline - and handles approximately 30 percent of the natural gas in the United States that is used every day for clean-power generation, heating and industrial use.
#> 488                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Willis Towers Watson is a leading global advisory, broking and solutions company that designs and delivers solutions that manage risk, optimize benefits, cultivate talent and expand the power of capital to protect and strengthen institutions and individuals. Willis Towers Watson has 45,000 employees serving clients in more than 140 countries and markets.
#> 489                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  W.W. Grainger, Inc., with 2020 sales of $11.8 billion, is North America's leading broad line supplier of maintenance, repair and operating (MRO) products, with operations primarily in North America, Japan and Europe.
#> 490                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Wynn Resorts, Limited owns and operates luxury hotels and destination casino resorts in Las Vegas, Nevada, Macau, and China. The Company offers amenities such as guest rooms and suites, restaurants, golf course, and an on-site luxury automotive dealership.
#> 491                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Xcel Energy provides the energy that powers millions of homes and businesses across eight Western and Midwestern states. Headquartered in Minneapolis, the company is an industry leader in responsibly reducing carbon emissions and producing and delivering clean energy solutions from a variety of renewable sources at competitive prices.
#> 492                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Xylem (XYL) is a leading global water technology company committed to solving critical water and infrastructure challenges with technological innovation. The Company has more than 16,000 diverse employees that delivered revenue of $5.25 billion in 2019. The Company is creating a more sustainable world by enabling its customers to optimize water and resource management, and helping communities in more than 150 countries become water-secure.
#> 493                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Yum! Brands, Inc., based in Louisville, Kentucky, has over 50,000 restaurants in more than 150 countries and territories primarily operating the Company's KFC, Pizza Hut, and Taco Bell brands - global leaders of the chicken, pizza, and Mexican-style food categories. The Company's family of brands also includes The Habit Burger Grill, a fast-casual restaurant concept specializing in made-to-order chargrilled burgers, sandwiches and more. In 2019, Yum! Brands was named to the Dow Jones Sustainability North America Index and in 2020, the company ranked among the top 100 Best Corporate Citizens by 3BL Media.
#> 494                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Zebra empowers the front line in retail/ecommerce, manufacturing, transportation and logistics, healthcare, public sector and other industries to achieve a performance edge. With more than 10,000 partners across 100 countries, Zebra delivers industry-tailored, end-to-end solutions to enable every asset and worker to be visible, connected and fully optimized. The company's market-leading solutions elevate the shopping experience, track and manage inventory as well as improve supply chain efficiency and patient care. In 2020, Zebra made Forbes Global 2000 list for the second consecutive year and was listed among Fast Company's Best Companies for Innovators.
#> 495                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Founded in 1927 and headquartered in Warsaw, Indiana, Zimmer Biomet is a global leader in musculoskeletal healthcare. It designs, manufactures and markets orthopedic reconstructive products; sports medicine, biologics, extremities and trauma products; office-based technologies; spine, craniomaxillofacial and thoracic products; dental implants; and related surgical products.
#> 496                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Zions Bancorporation, N.A. is one of the nation's premier financial services companies with annual net revenue of $2.8 billion in 2020 and more than $80 billion of total assets. Zions operates under local management teams and distinct brands in 11 western states: Arizona, California, Colorado, Idaho, Nevada, New Mexico, Oregon, Texas, Utah, Washington and Wyoming. The Bank is a consistent recipient of national and state-wide customer survey awards in small and middle-market banking, as well as a leader in public finance advisory services and Small Business Administration lending, recently ranking as the 9th largest provider in the U.S. of the SBA's Paycheck Protection Program loans. In addition, Zions is included in the S&P 500 and NASDAQ Financial 100 indices.
#> 497                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Zoetis is the leading animal health company, dedicated to supporting its customers and their businesses. Building on more than 65 years of experience in animal health, Zoetis discovers, develops, manufactures and commercializes medicines, vaccines and diagnostic products, which are complemented by biodevices, genetic tests and precision livestock farming. Zoetis serves veterinarians, livestock producers and people who raise and care for farm and companion animals with sales of its products in more than 100 countries. In 2019, the company generated annual revenue of $6.3 billion with approximately 10,600 employees.
#>                              ceo
#> 1                  Michael Roman
#> 2                  Kevin Wheeler
#> 3                    Robert Ford
#> 4               Richard Gonzalez
#> 5                Michael Minogue
#> 6                           <NA>
#> 7                  Robert Kotick
#> 8                   Juan Luciano
#> 9               Shantanu Narayen
#> 10              Carlos Rodriguez
#> 11                  Thomas Greco
#> 12                 Andres Gluski
#> 13                   Daniel Amos
#> 14              Michael McMullen
#> 15             Seifollah Ghasemi
#> 16           F. Thomson Leighton
#> 17                Bradley Tilden
#> 18                 Jerry Masters
#> 19                          <NA>
#> 20                  Joseph Hogan
#> 21                          <NA>
#> 22                   John Larsen
#> 23                 Thomas Wilson
#> 24                 Sundar Pichai
#> 25               William Gifford
#> 26                    Andy Jassy
#> 27                  Ronald Delia
#> 28                       Lisa Su
#> 29                 Warner Baxter
#> 30                 Thomas Horton
#> 31                Nicholas Akins
#> 32                Stephen Squeri
#> 33             Brian Duperreault
#> 34               Thomas Bartlett
#> 35                  Walter Lynch
#> 36              James Cracchiolo
#> 37                 Steven Collis
#> 38                  David Zapico
#> 39                Robert Bradway
#> 40               Richard Norwitt
#> 41                 Vincent Roche
#> 42                    Ajei Gopal
#> 43                          <NA>
#> 44                  Timothy Cook
#> 45                Gary Dickerson
#> 46                          <NA>
#> 47                Jayshree Ullal
#> 48          J. Patrick Gallagher
#> 49                  Alan Colberg
#> 50                  John Stankey
#> 51                    John Akers
#> 52               Andrew Anagnost
#> 53                William Rhodes
#> 54                          <NA>
#> 55               Mitchell Butier
#> 56              Martin Craighead
#> 57                    John Hayes
#> 58                Brian Moynihan
#> 59                 Andrew Meslow
#> 60                  Jose Almeida
#> 61                  Thomas Polen
#> 62             W. Robert Berkley
#> 63                   Corie Barry
#> 64               Norman Schwartz
#> 65               Charles Kummeth
#> 66                George Scangos
#> 67                 Laurence Fink
#> 68                Thomas Gibbons
#> 69                 David Calhoun
#> 70                   Glenn Fogel
#> 71             Frederic Lissalde
#> 72                   Owen Thomas
#> 73               Michael Mahoney
#> 74              Giovanni Caforio
#> 75                      Hock Tan
#> 76                          <NA>
#> 77               J. Powell Brown
#> 78                Lawson Whiting
#> 79            Robert Biesterfeld
#> 80                    Lip-Bu Tan
#> 81                          <NA>
#> 82                 Richard Campo
#> 83                   Mark Clouse
#> 84              Richard Fairbank
#> 85              Michael Kaufmann
#> 86                  William Nash
#> 87                 Arnold Donald
#> 88                          <NA>
#> 89                          <NA>
#> 90                donald Umpleby
#> 91                  Edward Tilly
#> 92               Robert Sulentic
#> 93                          <NA>
#> 94                 Lori Ryerkerk
#> 95              Michael Neidorff
#> 96              John Somerhalder
#> 97                   David Ossip
#> 98               W. Anthony Will
#> 99                  James Foster
#> 100             Walter Bettinger
#> 101              Thomas Rutledge
#> 102                         <NA>
#> 103                         <NA>
#> 104               Evan Greenberg
#> 105              Matthew Farrell
#> 106                David Cordani
#> 107              Steven Johnston
#> 108                         <NA>
#> 109                         <NA>
#> 110               Michael Corbat
#> 111                         <NA>
#> 112               David Henshall
#> 113                  Benno Dorer
#> 114               Terrence Duffy
#> 115               Patricia Poppe
#> 116                James Quincey
#> 117              Brian Humphries
#> 118                 Noel Wallace
#> 119                Brian Roberts
#> 120                         <NA>
#> 121                Sean Connolly
#> 122                         <NA>
#> 123                  John McAvoy
#> 124             William Newlands
#> 125                         <NA>
#> 126                 Albert White
#> 127              A. Jayson Adair
#> 128                Wendell Weeks
#> 129                James Collins
#> 130                         <NA>
#> 131                   Dan Dinges
#> 132                    Jay Brown
#> 133                  James Foote
#> 134            Norman Linebarger
#> 135                  Larry Merlo
#> 136                   David Auld
#> 137                 Rainer Blair
#> 138                   Eugene Lee
#> 139             Javier Rodriguez
#> 140                     John May
#> 141               Edward Bastian
#> 142                 Donald Casey
#> 143                  David Hager
#> 144                  Kevin Sayer
#> 145                 Travis Stice
#> 146             A. William Stein
#> 147             Roger Hochschild
#> 148              W. Erik Carlson
#> 149                         <NA>
#> 150                   Todd Vasos
#> 151                 Gary Philbin
#> 152               Thomas Farrell
#> 153                         <NA>
#> 154                Richard Tobin
#> 155             James Fitterling
#> 156                         <NA>
#> 157                    Lynn Good
#> 158                         <NA>
#> 159                 Edward Breen
#> 160                         <NA>
#> 161                   Mark Costa
#> 162                 Craig Arnold
#> 163                James Iannone
#> 164              Christophe Beck
#> 165                Pedro Pizarro
#> 166            Michael Mussallem
#> 167                Andrew Wilson
#> 168               Gail Boudreaux
#> 169                  David Ricks
#> 170                   David Farr
#> 171 Badrinarayanan Kothandaraman
#> 172                  Leo Denault
#> 173               William Thomas
#> 174               Arkadiy Dobkin
#> 175                   Mark Begor
#> 176                         <NA>
#> 177                 Mark Parrell
#> 178               Michael Schall
#> 179               Fabrizio Freda
#> 180               Josh Silverman
#> 181                 Juan Andrade
#> 182                Terry Bassham
#> 183                  James Judge
#> 184            Christopher Crane
#> 185                         <NA>
#> 186               Jeffrey Musser
#> 187                         <NA>
#> 188                 Darren Woods
#> 189                         <NA>
#> 190               F. Philip Snow
#> 191              Daniel Florness
#> 192                         <NA>
#> 193              Frederick Smith
#> 194           Gregory Carmichael
#> 195                James Herbert
#> 196                Charles Jones
#> 197                Gary Norcross
#> 198               Jeffery Yabuki
#> 199                Ronald Clarke
#> 200              Pierre Brondeau
#> 201                James Hackett
#> 202                      Ken Xie
#> 203                   James Lico
#> 204                Nicholas Fink
#> 205              Lachlan Murdoch
#> 206                         <NA>
#> 207                         <NA>
#> 208               Clifton Pemble
#> 209                  Eugene Hall
#> 210               Aaron Jagdfeld
#> 211              Phebe Novakovic
#> 212             H. Lawrence Culp
#> 213            Jeffrey Harmening
#> 214                   Mary Barra
#> 215                 Paul Donahue
#> 216                 Daniel O'Day
#> 217                         <NA>
#> 218                Jeffrey Sloan
#> 219                David Solomon
#> 220               Jeffrey Miller
#> 221            Christopher Swift
#> 222                Brian Goldner
#> 223                 Samuel Hazen
#> 224                Thomas Herzog
#> 225              Stanley Bergman
#> 226                 Michele Buck
#> 227                    John Hess
#> 228                 Antonio Neri
#> 229         Christopher Nassetta
#> 230            Stephen MacMillan
#> 231                 Craig Menear
#> 232              Darius Adamczyk
#> 233                   James Snee
#> 234                James Risoleo
#> 235                         <NA>
#> 236                Enrique Lores
#> 237              Bruce Broussard
#> 238             Stephen Steinour
#> 239           C. Michael Petters
#> 240             Virginia Rometty
#> 241            Andrew Silvernail
#> 242        Jonathan Jay Mazelsky
#> 243                 Ernest Santi
#> 244              Francis deSouza
#> 245               Herve Hoppenot
#> 246               Vicente Reynal
#> 247                  Robert Swan
#> 248             Jeffrey Sprecher
#> 249                  Mark Sutton
#> 250                 Michael Roth
#> 251                Andreas Fibig
#> 252               Sasan Goodarzi
#> 253                 Gary Guthart
#> 254              Martin Flanagan
#> 255                  Ari Bousbib
#> 256                         <NA>
#> 257                 John Roberts
#> 258                   David Foss
#> 259             Steven Demetriou
#> 260                  Alex Gorsky
#> 261                George Oliver
#> 262                  James Dimon
#> 263                   Rami Rahim
#> 264             Steven Cahillane
#> 265               Robert Gamgort
#> 266           Christopher Gorman
#> 267                         <NA>
#> 268                         <NA>
#> 269                  Conor Flynn
#> 270                  Steven Kean
#> 271              Richard Wallace
#> 272                         <NA>
#> 273             William McMullen
#> 274                William Brown
#> 275               Adam Schechter
#> 276               Timothy Archer
#> 277                Thomas Werner
#> 278              Sheldon Adelson
#> 279                  Roger Krone
#> 280             Richard Beckwitt
#> 281                 Dennis Glass
#> 282                Stephen Angel
#> 283               Michael Rapino
#> 284             Dominick Zarcone
#> 285                James Taiclet
#> 286                  James Tisch
#> 287               Marvin Ellison
#> 288               Jeffrey Storey
#> 289                Bhavesh Patel
#> 290                   Rene Jones
#> 291                         <NA>
#> 292             Michael Hennigan
#> 293                Richard McVey
#> 294                Arne Sorenson
#> 295                Daniel Glaser
#> 296                C. Howard Nye
#> 297                 Keith Allman
#> 298                Ajaypal Banga
#> 299                 Joseph Levin
#> 300             Lawrence Kurzius
#> 301      Christopher Kempczinski
#> 302                  Brian Tyler
#> 303              Geoffrey Martha
#> 304              Kenneth Frazier
#> 305              Mark Zuckerberg
#> 306                Michel Khalaf
#> 307               Oliver Filliol
#> 308           William Hornbuckle
#> 309                 Steve Sanghi
#> 310              Sanjay Mehrotra
#> 311                Satya Nadella
#> 312               H. Eric Bolton
#> 313              Stephane Bancel
#> 314           Jeffrey Lorberbaum
#> 315             Joseph Zubretsky
#> 316             Gavin Hattersley
#> 317                         <NA>
#> 318                Michael Hsing
#> 319                 Rodney Sacks
#> 320             Raymond McDaniel
#> 321                 James Gorman
#> 322               James O'Rourke
#> 323                Gregory Brown
#> 324              Henry Fernandez
#> 325              Robert Greifeld
#> 326                George Kurian
#> 327                Reed Hastings
#> 328         Ravichandra Saligram
#> 329                Thomas Palmer
#> 330               Robert Thomson
#> 331                         <NA>
#> 332                  David Kenny
#> 333                 John Donahoe
#> 334                         <NA>
#> 335           Sundaram Nagarajan
#> 336                James Squires
#> 337              Michael O'Grady
#> 338                 Kathy Warden
#> 339              Vincent Pilette
#> 340                         <NA>
#> 341           Mauricio Gutierrez
#> 342                Leon Topalian
#> 343               Jen-Hsun Huang
#> 344                 Paul Saville
#> 345                 Kurt Sievers
#> 346              Gregory Johnson
#> 347                 Vicki Hollub
#> 348                   Greg Gantt
#> 349                    John Wren
#> 350                Keith Jackson
#> 351                Terry Spencer
#> 352                   Safra Catz
#> 353                         <NA>
#> 354                         <NA>
#> 355            R. Preston Feight
#> 356                 Mark Kowlzan
#> 357                Robert Bakish
#> 358              Thomas Williams
#> 359                 Martin Mucci
#> 360                Chad Richison
#> 361              Daniel Schulman
#> 362                         <NA>
#> 363                  John Stauch
#> 364               Ramon Laguarta
#> 365                Prahlad Singh
#> 366                Albert Bourla
#> 367         Andre Calantzopoulos
#> 368              Gregory Garland
#> 369              Jeffrey Guldner
#> 370              Scott Sheffield
#> 371              William Demchak
#> 372                  Peter Arvan
#> 373              Michael McGarry
#> 374                         <NA>
#> 375               Daniel Houston
#> 376                 David Taylor
#> 377               Susan Griffith
#> 378               Hamid Moghadam
#> 379               Charles Lowrey
#> 380                   Ralph Izzo
#> 381             James Heppelmann
#> 382               Joseph Russell
#> 383                         <NA>
#> 384              Emanuel Chirico
#> 385           Robert Bruggeworth
#> 386                  Earl Austin
#> 387            Steven Mollenkopf
#> 388           Stephen Rusckowski
#> 389               Patrice Louvet
#> 390                  Paul Reilly
#> 391                Gregory Hayes
#> 392                    Sumit Roy
#> 393                  Lisa Palmer
#> 394            Leonard Schleifer
#> 395                  John Turner
#> 396                Donald Slager
#> 397              Michael Farrell
#> 398              Michael Waddell
#> 399                  Blake Moret
#> 400                 Gary Rollins
#> 401                 L. Neil Hunn
#> 402              Barbara Rentler
#> 403                 Richard Fain
#> 404             Douglas Peterson
#> 405                 Marc Benioff
#> 406               Jeffrey Stoops
#> 407               Paal Kibsgaard
#> 408                         <NA>
#> 409                Edward Doheny
#> 410                 J. Bret Lane
#> 411                 John Donahoe
#> 412                 John Morikis
#> 413               Joseph DePaolo
#> 414                  David Simon
#> 415                 Liam Griffin
#> 416                 Mark Smucker
#> 417             Nicholas Pinchuk
#> 418                    Zvi Lando
#> 419               Thomas Fanning
#> 420                   Gary Kelly
#> 421                  James Loree
#> 422                Kevin Johnson
#> 423              Ronald O'Hanley
#> 424            Walter Rosebrough
#> 425                   Kevin Lobo
#> 426               Gregory Becker
#> 427               Margaret Keane
#> 428                         <NA>
#> 429               Kevin Hourican
#> 430           G. Michael Sievert
#> 431              Strauss Zelnick
#> 432                 Jide Zeitlin
#> 433                Brian Cornell
#> 434              Terrence Curtin
#> 435                Aldo Pichelli
#> 436                   Liam Kelly
#> 437                 Mark Jagiela
#> 438                    Elon Musk
#> 439            Richard Templeton
#> 440               Scott Donnelly
#> 441                  Marc Casper
#> 442                Ernie Herrman
#> 443                 Harry Lawton
#> 444               Michael Lamach
#> 445                         <NA>
#> 446               Alan Schnitzer
#> 447               Robert Painter
#> 448                         <NA>
#> 449                Parag Agrawal
#> 450                         <NA>
#> 451                   Noel White
#> 452                Andrew Cecere
#> 453                Thomas Toomey
#> 454                  Mary Dillon
#> 455                  Lance Fritz
#> 456               J. Scott Kirby
#> 457                   Carol Tome
#> 458             Matthew Flannery
#> 459               David Wichmann
#> 460                  Alan Miller
#> 461                Joseph Gorder
#> 462                 Debra Cafaro
#> 463                    D. Bidzos
#> 464             Scott Stephenson
#> 465                Hans Vestberg
#> 466               Jeffrey Leiden
#> 467                Steven Rendle
#> 468                         <NA>
#> 469              Edward Pitoniak
#> 470                 Alfred Kelly
#> 471                         <NA>
#> 472               J. Thomas Hill
#> 473               Rafael Santana
#> 474              Stefano Pessina
#> 475          C. Douglas McMillon
#> 476                 David Zaslav
#> 477                   James Fish
#> 478                   Udit Batra
#> 479            J. Kevin Fletcher
#> 480               Charles Scharf
#> 481                         <NA>
#> 482                   Eric Green
#> 483              David Goeckeler
#> 484              Steven Voorhees
#> 485              Devin Stockfish
#> 486                  Marc Bitzer
#> 487               Alan Armstrong
#> 488                   John Haley
#> 489            Donald Macpherson
#> 490                         <NA>
#> 491               Benjamin Fowke
#> 492               Patrick Decker
#> 493                  David Gibbs
#> 494            Anders Gustafsson
#> 495                 Bryan Hanson
#> 496               Harris Simmons
#> 497                 Kristin Peck
#>                                              security_name
#> 1                                                   3M Co.
#> 2                                         A.O. Smith Corp.
#> 3                                      Abbott Laboratories
#> 4                                               Abbvie Inc
#> 5                                             Abiomed Inc.
#> 6                                  Accenture plc - Class A
#> 7                                  Activision Blizzard Inc
#> 8                               Archer Daniels Midland Co.
#> 9                                                Adobe Inc
#> 10                          Automatic Data Processing Inc.
#> 11                                  Advance Auto Parts Inc
#> 12                                               AES Corp.
#> 13                                              Aflac Inc.
#> 14                               Agilent Technologies Inc.
#> 15                           Air Products & Chemicals Inc.
#> 16                                 Akamai Technologies Inc
#> 17                                   Alaska Air Group Inc.
#> 18                                         Albemarle Corp.
#> 19                    Alexandria Real Estate Equities Inc.
#> 20                                  Align Technology, Inc.
#> 21                                            Allegion plc
#> 22                                    Alliant Energy Corp.
#> 23                                     Allstate Corp (The)
#> 24                                  Alphabet Inc - Class A
#> 25                                       Altria Group Inc.
#> 26                                         Amazon.com Inc.
#> 27                                               Amcor Plc
#> 28                             Advanced Micro Devices Inc.
#> 29                                            Ameren Corp.
#> 30                             American Airlines Group Inc
#> 31                    American Electric Power Company Inc.
#> 32                                    American Express Co.
#> 33                        American International Group Inc
#> 34                                    American Tower Corp.
#> 35                           American Water Works Co. Inc.
#> 36                                Ameriprise Financial Inc
#> 37                                Amerisource Bergen Corp.
#> 38                                              Ametek Inc
#> 39                                              AMGEN Inc.
#> 40                                Amphenol Corp. - Class A
#> 41                                     Analog Devices Inc.
#> 42                          Ansys Inc. - Registered Shares
#> 43                                         APA Corporation
#> 44                                               Apple Inc
#> 45                                  Applied Materials Inc.
#> 46                                               Aptiv PLC
#> 47                                     Arista Networks Inc
#> 48                               Arthur J. Gallagher & Co.
#> 49                                            Assurant Inc
#> 50                                              AT&T, Inc.
#> 51                                      Atmos Energy Corp.
#> 52                                           Autodesk Inc.
#> 53                                           Autozone Inc.
#> 54                              Avalonbay Communities Inc.
#> 55                                    Avery Dennison Corp.
#> 56                               Baker Hughes Co - Class A
#> 57                                              Ball Corp.
#> 58                                   Bank Of America Corp.
#> 59                                   Bath & Body Works Inc
#> 60                               Baxter International Inc.
#> 61                               Becton, Dickinson And Co.
#> 62                                      W.R. Berkley Corp.
#> 63                                       Best Buy Co. Inc.
#> 64                     Bio-Rad Laboratories Inc. - Class A
#> 65                                         Bio-Techne Corp
#> 66                                              Biogen Inc
#> 67                                          Blackrock Inc.
#> 68                            Bank Of New York Mellon Corp
#> 69                                              Boeing Co.
#> 70                                    Booking Holdings Inc
#> 71                                          BorgWarner Inc
#> 72                                 Boston Properties, Inc.
#> 73                                 Boston Scientific Corp.
#> 74                                Bristol-Myers Squibb Co.
#> 75                                            Broadcom Inc
#> 76                    Broadridge Financial Solutions, Inc.
#> 77                                     Brown & Brown, Inc.
#> 78                            Brown-Forman Corp. - Class B
#> 79                           C.H. Robinson Worldwide, Inc.
#> 80                            Cadence Design Systems, Inc.
#> 81                               Caesars Entertainment Inc
#> 82                                   Camden Property Trust
#> 83                                       Campbell Soup Co.
#> 84                             Capital One Financial Corp.
#> 85                                   Cardinal Health, Inc.
#> 86                                              Carmax Inc
#> 87                           Carnival Corp. (Paired Stock)
#> 88                                     Carrier Global Corp
#> 89                                           Catalent Inc.
#> 90                                        Caterpillar Inc.
#> 91                                Cboe Global Markets Inc.
#> 92                                CBRE Group Inc - Class A
#> 93                                                CDW Corp
#> 94                                Celanese Corp - Series A
#> 95                                           Centene Corp.
#> 96                                 Centerpoint Energy Inc.
#> 97                               Ceridian HCM Holding Inc.
#> 98                              CF Industries Holdings Inc
#> 99           Charles River Laboratories International Inc.
#> 100                                   Charles Schwab Corp.
#> 101                  Charter Communications Inc. - Class A
#> 102                                          Chevron Corp.
#> 103                                 Chipotle Mexican Grill
#> 104                                          Chubb Limited
#> 105                              Church & Dwight Co., Inc.
#> 106                                            Cigna Corp.
#> 107                             Cincinnati Financial Corp.
#> 108                                     Cintas Corporation
#> 109                                    Cisco Systems, Inc.
#> 110                                          Citigroup Inc
#> 111                           Citizens Financial Group Inc
#> 112                                   Citrix Systems, Inc.
#> 113                                             Clorox Co.
#> 114                                CME Group Inc - Class A
#> 115                                 CMS Energy Corporation
#> 116                                           Coca-Cola Co
#> 117         Cognizant Technology Solutions Corp. - Class A
#> 118                                  Colgate-Palmolive Co.
#> 119                                 Comcast Corp - Class A
#> 120                                         Comerica, Inc.
#> 121                                     Conagra Brands Inc
#> 122                                        Conoco Phillips
#> 123                              Consolidated Edison, Inc.
#> 124                     Constellation Brands Inc - Class A
#> 125                       Constellation Energy Corporation
#> 126                                 Cooper Companies, Inc.
#> 127                                           Copart, Inc.
#> 128                                          Corning, Inc.
#> 129                                            Corteva Inc
#> 130                                  Costco Wholesale Corp
#> 131                                     Coterra Energy Inc
#> 132                                       Crown Castle Inc
#> 133                                              CSX Corp.
#> 134                                           Cummins Inc.
#> 135                                        CVS Health Corp
#> 136                                       D.R. Horton Inc.
#> 137                                          Danaher Corp.
#> 138                               Darden Restaurants, Inc.
#> 139                                             DaVita Inc
#> 140                                            Deere & Co.
#> 141                                  Delta Air Lines, Inc.
#> 142                                    DENTSPLY Sirona Inc
#> 143                                     Devon Energy Corp.
#> 144                                             Dexcom Inc
#> 145                                 Diamondback Energy Inc
#> 146                               Digital Realty Trust Inc
#> 147                            Discover Financial Services
#> 148                            Dish Network Corp - Class A
#> 149                                   Walt Disney Co (The)
#> 150                                   Dollar General Corp.
#> 151                                        Dollar Tree Inc
#> 152                                    Dominion Energy Inc
#> 153                                      Dominos Pizza Inc
#> 154                                            Dover Corp.
#> 155                                                Dow Inc
#> 156                                         DTE Energy Co.
#> 157                                      Duke Energy Corp.
#> 158                                       Duke Realty Corp
#> 159                                  DuPont de Nemours Inc
#> 160                                      DXC Technology Co
#> 161                                    Eastman Chemical Co
#> 162                                  Eaton Corporation plc
#> 163                                              EBay Inc.
#> 164                                           Ecolab, Inc.
#> 165                                   Edison International
#> 166                              Edwards Lifesciences Corp
#> 167                                  Electronic Arts, Inc.
#> 168                                    Elevance Health Inc
#> 169                                        Lilly(Eli) & Co
#> 170                                   Emerson Electric Co.
#> 171                                     Enphase Energy Inc
#> 172                                          Entergy Corp.
#> 173                                    EOG Resources, Inc.
#> 174                                       EPAM Systems Inc
#> 175                                          Equifax, Inc.
#> 176                                            Equinix Inc
#> 177                    Equity Residential Properties Trust
#> 178                             Essex Property Trust, Inc.
#> 179                      Estee Lauder Cos., Inc. - Class A
#> 180                                               Etsy Inc
#> 181                                   Everest Re Group Ltd
#> 182                                             Evergy Inc
#> 183                                      Eversource Energy
#> 184                                           Exelon Corp.
#> 185                                      Expedia Group Inc
#> 186           Expeditors International Of Washington, Inc.
#> 187                               Extra Space Storage Inc.
#> 188                                      Exxon Mobil Corp.
#> 189                                                 F5 Inc
#> 190                          Factset Research Systems Inc.
#> 191                                           Fastenal Co.
#> 192                       Federal Realty Investment Trust.
#> 193                                             Fedex Corp
#> 194                                    Fifth Third Bancorp
#> 195                                    First Republic Bank
#> 196                                      Firstenergy Corp.
#> 197           Fidelity National Information Services, Inc.
#> 198                                           Fiserv, Inc.
#> 199                              Fleetcor Technologies Inc
#> 200                                              FMC Corp.
#> 201                                         Ford Motor Co.
#> 202                                           Fortinet Inc
#> 203                                           Fortive Corp
#> 204                     Fortune Brands Home & Security Inc
#> 205                              Fox Corporation - Class A
#> 206                               Franklin Resources, Inc.
#> 207                                   Freeport-McMoRan Inc
#> 208                                             Garmin Ltd
#> 209                                          Gartner, Inc.
#> 210                                   Generac Holdings Inc
#> 211                                 General Dynamics Corp.
#> 212                                   General Electric Co.
#> 213                                    General Mills, Inc.
#> 214                                 General Motors Company
#> 215                                      Genuine Parts Co.
#> 216                                  Gilead Sciences, Inc.
#> 217                                         Globe Life Inc
#> 218                                  Global Payments, Inc.
#> 219                              Goldman Sachs Group, Inc.
#> 220                                        Halliburton Co.
#> 221                 Hartford Financial Services Group Inc.
#> 222                                           Hasbro, Inc.
#> 223                                     HCA Healthcare Inc
#> 224                              Healthpeak Properties Inc
#> 225                                      Henry Schein Inc.
#> 226                                        Hershey Company
#> 227                                       Hess Corporation
#> 228                          Hewlett Packard Enterprise Co
#> 229                          Hilton Worldwide Holdings Inc
#> 230                                          Hologic, Inc.
#> 231                                       Home Depot, Inc.
#> 232                            Honeywell International Inc
#> 233                                     Hormel Foods Corp.
#> 234                              Host Hotels & Resorts Inc
#> 235                                   Howmet Aerospace Inc
#> 236                                                 HP Inc
#> 237                                            Humana Inc.
#> 238                            Huntington Bancshares, Inc.
#> 239                      Huntington Ingalls Industries Inc
#> 240                  International Business Machines Corp.
#> 241                                       Idex Corporation
#> 242                               Idexx Laboratories, Inc.
#> 243                              Illinois Tool Works, Inc.
#> 244                                           Illumina Inc
#> 245                                           Incyte Corp.
#> 246                                     Ingersoll-Rand Inc
#> 247                                            Intel Corp.
#> 248                          Intercontinental Exchange Inc
#> 249                                International Paper Co.
#> 250                        Interpublic Group Of Cos., Inc.
#> 251                International Flavors & Fragrances Inc.
#> 252                                             Intuit Inc
#> 253                                 Intuitive Surgical Inc
#> 254                                            Invesco Ltd
#> 255                                     IQVIA Holdings Inc
#> 256                                     Iron Mountain Inc.
#> 257                     J.B. Hunt Transport Services, Inc.
#> 258                          Jack Henry & Associates, Inc.
#> 259                         Jacobs Engineering Group, Inc.
#> 260                                      Johnson & Johnson
#> 261 Johnson Controls International plc - Registered Shares
#> 262                                   JPMorgan Chase & Co.
#> 263                                   Juniper Networks Inc
#> 264                                             Kellogg Co
#> 265                                   Keurig Dr Pepper Inc
#> 266                                                Keycorp
#> 267                              Keysight Technologies Inc
#> 268                                   Kimberly-Clark Corp.
#> 269                                     Kimco Realty Corp.
#> 270                            Kinder Morgan Inc - Class P
#> 271                                              KLA Corp.
#> 272                                         Kraft Heinz Co
#> 273                                             Kroger Co.
#> 274                              L3Harris Technologies Inc
#> 275                   Laboratory Corp. Of America Holdings
#> 276                                     Lam Research Corp.
#> 277                               Lamb Weston Holdings Inc
#> 278                                   Las Vegas Sands Corp
#> 279                                    Leidos Holdings Inc
#> 280                                 Lennar Corp. - Class A
#> 281                                 Lincoln National Corp.
#> 282                                              Linde Plc
#> 283                          Live Nation Entertainment Inc
#> 284                                               LKQ Corp
#> 285                                  Lockheed Martin Corp.
#> 286                                            Loews Corp.
#> 287                                      Lowe`s Cos., Inc.
#> 288                                 Lumen Technologies Inc
#> 289                 LyondellBasell Industries NV - Class A
#> 290                                        M & T Bank Corp
#> 291                               Marathon Oil Corporation
#> 292                                Marathon Petroleum Corp
#> 293                              MarketAxess Holdings Inc.
#> 294                 Marriott International, Inc. - Class A
#> 295                            Marsh & McLennan Cos., Inc.
#> 296                        Martin Marietta Materials, Inc.
#> 297                                            Masco Corp.
#> 298                      Mastercard Incorporated - Class A
#> 299                                 Match Group Inc. - New
#> 300                     McCormick & Co., Inc. (Non Voting)
#> 301                                        McDonald`s Corp
#> 302                                   Mckesson Corporation
#> 303                                          Medtronic Plc
#> 304                                         Merck & Co Inc
#> 305                           Meta Platforms Inc - Class A
#> 306                                            Metlife Inc
#> 307                     Mettler-Toledo International, Inc.
#> 308                              MGM Resorts International
#> 309                             Microchip Technology, Inc.
#> 310                                 Micron Technology Inc.
#> 311                                  Microsoft Corporation
#> 312                Mid-America Apartment Communities, Inc.
#> 313                                            Moderna Inc
#> 314                                Mohawk Industries, Inc.
#> 315                                  Molina Healthcare Inc
#> 316                Molson Coors Beverage Company - Class B
#> 317                  Mondelez International Inc. - Class A
#> 318                            Monolithic Power System Inc
#> 319                                 Monster Beverage Corp.
#> 320                                          Moody`s Corp.
#> 321                                         Morgan Stanley
#> 322                                         Mosaic Company
#> 323                                 Motorola Solutions Inc
#> 324                                               MSCI Inc
#> 325                                      Nasdaq Inc - 144A
#> 326                                             Netapp Inc
#> 327                                           Netflix Inc.
#> 328                                      Newell Brands Inc
#> 329                                           Newmont Corp
#> 330                                    News Corp - Class A
#> 331                                     NextEra Energy Inc
#> 332                                   Nielsen Holdings plc
#> 333                                   Nike, Inc. - Class B
#> 334                                           NiSource Inc
#> 335                                          Nordson Corp.
#> 336                                 Norfolk Southern Corp.
#> 337                                   Northern Trust Corp.
#> 338                                 Northrop Grumman Corp.
#> 339                                     NortonLifeLock Inc
#> 340                     Norwegian Cruise Line Holdings Ltd
#> 341                                        NRG Energy Inc.
#> 342                                            Nucor Corp.
#> 343                                            NVIDIA Corp
#> 344                                               NVR Inc.
#> 345                                  NXP Semiconductors NV
#> 346                              O`Reilly Automotive, Inc.
#> 347                             Occidental Petroleum Corp.
#> 348                        Old Dominion Freight Line, Inc.
#> 349                                    Omnicom Group, Inc.
#> 350                                 ON Semiconductor Corp.
#> 351                                             Oneok Inc.
#> 352                                           Oracle Corp.
#> 353                                          Organon & Co.
#> 354                                    Otis Worldwide Corp
#> 355                                            Paccar Inc.
#> 356                              Packaging Corp Of America
#> 357                             Paramount Global - Class B
#> 358                                  Parker-Hannifin Corp.
#> 359                                           Paychex Inc.
#> 360                                    Paycom Software Inc
#> 361                                    PayPal Holdings Inc
#> 362                                 PENN Entertainment Inc
#> 363                                            Pentair plc
#> 364                                            PepsiCo Inc
#> 365                                      Perkinelmer, Inc.
#> 366                                            Pfizer Inc.
#> 367                        Philip Morris International Inc
#> 368                                            Phillips 66
#> 369                            Pinnacle West Capital Corp.
#> 370                          Pioneer Natural Resources Co.
#> 371                       PNC Financial Services Group Inc
#> 372                                       Pool Corporation
#> 373                                   PPG Industries, Inc.
#> 374                                               PPL Corp
#> 375      Principal Financial Group Inc - Registered Shares
#> 376                                   Procter & Gamble Co.
#> 377                                      Progressive Corp.
#> 378                                           Prologis Inc
#> 379                              Prudential Financial Inc.
#> 380                   Public Service Enterprise Group Inc.
#> 381                                                PTC Inc
#> 382                                         Public Storage
#> 383                                         PulteGroup Inc
#> 384                                               PVH Corp
#> 385                                              Qorvo Inc
#> 386                                  Quanta Services, Inc.
#> 387                                         Qualcomm, Inc.
#> 388                                Quest Diagnostics, Inc.
#> 389                            Ralph Lauren Corp - Class A
#> 390                          Raymond James Financial, Inc.
#> 391                      Raytheon Technologies Corporation
#> 392                                    Realty Income Corp.
#> 393                            Regency Centers Corporation
#> 394                        Regeneron Pharmaceuticals, Inc.
#> 395                                Regions Financial Corp.
#> 396                                Republic Services, Inc.
#> 397                                            Resmed Inc.
#> 398                         Robert Half International Inc.
#> 399                                Rockwell Automation Inc
#> 400                                          Rollins, Inc.
#> 401                                 Roper Technologies Inc
#> 402                                      Ross Stores, Inc.
#> 403                                  Royal Caribbean Group
#> 404                                         S&P Global Inc
#> 405                                         Salesforce Inc
#> 406                      SBA Communications Corp - Class A
#> 407                                      Schlumberger Ltd.
#> 408                        Seagate Technology Holdings Plc
#> 409                                       Sealed Air Corp.
#> 410                                          Sempra Energy
#> 411                                         ServiceNow Inc
#> 412                                   Sherwin-Williams Co.
#> 413                                         Signature Bank
#> 414                             Simon Property Group, Inc.
#> 415                               Skyworks Solutions, Inc.
#> 416                                       J.M. Smucker Co.
#> 417                                          Snap-on, Inc.
#> 418                             Solaredge Technologies Inc
#> 419                                       Southern Company
#> 420                                  Southwest Airlines Co
#> 421                             Stanley Black & Decker Inc
#> 422                                        Starbucks Corp.
#> 423                                     State Street Corp.
#> 424                                             Steris Plc
#> 425                                          Stryker Corp.
#> 426                                    SVB Financial Group
#> 427                                    Synchrony Financial
#> 428                                         Synopsys, Inc.
#> 429                                            Sysco Corp.
#> 430                                        T-Mobile US Inc
#> 431                    Take-Two Interactive Software, Inc.
#> 432                                           Tapestry Inc
#> 433                                            Target Corp
#> 434                TE Connectivity Ltd - Registered Shares
#> 435                              Teledyne Technologies Inc
#> 436                                  Teleflex Incorporated
#> 437                                         Teradyne, Inc.
#> 438                                              Tesla Inc
#> 439                                 Texas Instruments Inc.
#> 440                                           Textron Inc.
#> 441                          Thermo Fisher Scientific Inc.
#> 442                                    TJX Companies, Inc.
#> 443                                     Tractor Supply Co.
#> 444                       Trane Technologies plc - Class A
#> 445                           Transdigm Group Incorporated
#> 446                               Travelers Companies Inc.
#> 447                                            Trimble Inc
#> 448                           Truist Financial Corporation
#> 449                                            Twitter Inc
#> 450                               Tyler Technologies, Inc.
#> 451                            Tyson Foods, Inc. - Class A
#> 452                                          U.S. Bancorp.
#> 453                                                UDR Inc
#> 454                                        Ulta Beauty Inc
#> 455                                    Union Pacific Corp.
#> 456                           United Airlines Holdings Inc
#> 457                  United Parcel Service, Inc. - Class B
#> 458                                   United Rentals, Inc.
#> 459                                 Unitedhealth Group Inc
#> 460              Universal Health Services, Inc. - Class B
#> 461                                    Valero Energy Corp.
#> 462                                             Ventas Inc
#> 463                                          Verisign Inc.
#> 464                                   Verisk Analytics Inc
#> 465                             Verizon Communications Inc
#> 466                           Vertex Pharmaceuticals, Inc.
#> 467                                               VF Corp.
#> 468                                            Viatris Inc
#> 469                                    VICI Properties Inc
#> 470                                     Visa Inc - Class A
#> 471                                   Vornado Realty Trust
#> 472                                    Vulcan Materials Co
#> 473               Westinghouse Air Brake Technologies Corp
#> 474                           Walgreens Boots Alliance Inc
#> 475                                            Walmart Inc
#> 476                   Warner Bros. Discovery Inc - Class A
#> 477                                 Waste Management, Inc.
#> 478                                           Waters Corp.
#> 479                                   WEC Energy Group Inc
#> 480                                      Wells Fargo & Co.
#> 481                                         Welltower Inc.
#> 482                     West Pharmaceutical Services, Inc.
#> 483                                  Western Digital Corp.
#> 484                                            WestRock Co
#> 485                                       Weyerhaeuser Co.
#> 486                                        Whirlpool Corp.
#> 487                                       Williams Cos Inc
#> 488                 Willis Towers Watson Public Limited Co
#> 489                                     W.W. Grainger Inc.
#> 490                                      Wynn Resorts Ltd.
#> 491                                      Xcel Energy, Inc.
#> 492                                              Xylem Inc
#> 493                                        Yum Brands Inc.
#> 494                     Zebra Technologies Corp. - Class A
#> 495                             Zimmer Biomet Holdings Inc
#> 496                               Zions Bancorporation N.A
#> 497                                   Zoetis Inc - Class A
#>                                                                       sector
#> 1                                    Management of Companies and Enterprises
#> 2                                                              Manufacturing
#> 3                                                              Manufacturing
#> 4                                                              Manufacturing
#> 5                                                              Manufacturing
#> 6                                                                Information
#> 7                                                                Information
#> 8                                                              Manufacturing
#> 9                                                                Information
#> 10                                                               Information
#> 11                                                              Retail Trade
#> 12                                                                 Utilities
#> 13                                                     Finance and Insurance
#> 14                          Professional, Scientific, and Technical Services
#> 15                                                             Manufacturing
#> 16                                                               Information
#> 17                                            Transportation and Warehousing
#> 18                                                             Manufacturing
#> 19                                                     Finance and Insurance
#> 20                                                             Manufacturing
#> 21  Administrative and Support and Waste Management and Remediation Services
#> 22                                                                 Utilities
#> 23                                                     Finance and Insurance
#> 24                                                               Information
#> 25                                                             Manufacturing
#> 26                                                              Retail Trade
#> 27                                                                      <NA>
#> 28                                                             Manufacturing
#> 29                                                                 Utilities
#> 30                                            Transportation and Warehousing
#> 31                                                                 Utilities
#> 32                                                     Finance and Insurance
#> 33                                                     Finance and Insurance
#> 34                                                     Finance and Insurance
#> 35                                                                 Utilities
#> 36                                                     Finance and Insurance
#> 37                                                           Wholesale Trade
#> 38                                                             Manufacturing
#> 39                                                             Manufacturing
#> 40                                                             Manufacturing
#> 41                                                             Manufacturing
#> 42                                                               Information
#> 43                             Mining, Quarrying, and Oil and Gas Extraction
#> 44                                                             Manufacturing
#> 45                                                             Manufacturing
#> 46                                                             Manufacturing
#> 47                          Professional, Scientific, and Technical Services
#> 48                                                     Finance and Insurance
#> 49                                                     Finance and Insurance
#> 50                                                               Information
#> 51                                                                 Utilities
#> 52                                                               Information
#> 53                                                              Retail Trade
#> 54                                                     Finance and Insurance
#> 55                                                             Manufacturing
#> 56                                                             Manufacturing
#> 57                                                             Manufacturing
#> 58                                                     Finance and Insurance
#> 59                                                              Retail Trade
#> 60                                                             Manufacturing
#> 61                                                             Manufacturing
#> 62                                                     Finance and Insurance
#> 63                                                              Retail Trade
#> 64                                                             Manufacturing
#> 65                                                             Manufacturing
#> 66                                                             Manufacturing
#> 67                                                     Finance and Insurance
#> 68                                                     Finance and Insurance
#> 69                                                             Manufacturing
#> 70                                                             Manufacturing
#> 71                                                             Manufacturing
#> 72                                                     Finance and Insurance
#> 73                                                             Manufacturing
#> 74                                                             Manufacturing
#> 75                                                             Manufacturing
#> 76                                                               Information
#> 77                                                     Finance and Insurance
#> 78                                                             Manufacturing
#> 79                                            Transportation and Warehousing
#> 80                                                               Information
#> 81                                       Arts, Entertainment, and Recreation
#> 82                                                     Finance and Insurance
#> 83                                                             Manufacturing
#> 84                                                     Finance and Insurance
#> 85                                                           Wholesale Trade
#> 86                                                              Retail Trade
#> 87  Administrative and Support and Waste Management and Remediation Services
#> 88                                                             Manufacturing
#> 89                                                             Manufacturing
#> 90                                                             Manufacturing
#> 91                                                     Finance and Insurance
#> 92                                        Real Estate and Rental and Leasing
#> 93                                                           Wholesale Trade
#> 94                                                             Manufacturing
#> 95                                                     Finance and Insurance
#> 96                                                                 Utilities
#> 97                          Professional, Scientific, and Technical Services
#> 98                                                             Manufacturing
#> 99                          Professional, Scientific, and Technical Services
#> 100                                                    Finance and Insurance
#> 101                                                              Information
#> 102                                                            Manufacturing
#> 103                                          Accommodation and Food Services
#> 104                                                    Finance and Insurance
#> 105                                                            Manufacturing
#> 106                                                    Finance and Insurance
#> 107                                                    Finance and Insurance
#> 108                                                    Public Administration
#> 109                                                            Manufacturing
#> 110                                                    Finance and Insurance
#> 111                                                    Finance and Insurance
#> 112                                                              Information
#> 113                                                            Manufacturing
#> 114                                                    Finance and Insurance
#> 115                                                                Utilities
#> 116                                                            Manufacturing
#> 117                                                              Information
#> 118                                                            Manufacturing
#> 119                                                              Information
#> 120                                                    Finance and Insurance
#> 121                                                            Manufacturing
#> 122                                                            Manufacturing
#> 123                                                                Utilities
#> 124                                                            Manufacturing
#> 125                                                                Utilities
#> 126                                                            Manufacturing
#> 127                                                             Retail Trade
#> 128                                                            Manufacturing
#> 129                                                            Manufacturing
#> 130                                                             Retail Trade
#> 131                            Mining, Quarrying, and Oil and Gas Extraction
#> 132                                                    Finance and Insurance
#> 133                                           Transportation and Warehousing
#> 134                                                            Manufacturing
#> 135                                                             Retail Trade
#> 136                                                             Construction
#> 137                                                            Manufacturing
#> 138                                          Accommodation and Food Services
#> 139                                        Health Care and Social Assistance
#> 140                                                            Manufacturing
#> 141                                           Transportation and Warehousing
#> 142                                                            Manufacturing
#> 143                            Mining, Quarrying, and Oil and Gas Extraction
#> 144                                                            Manufacturing
#> 145                            Mining, Quarrying, and Oil and Gas Extraction
#> 146                                                    Finance and Insurance
#> 147                                                    Finance and Insurance
#> 148                                                              Information
#> 149                                                                     <NA>
#> 150                                                             Retail Trade
#> 151                                                             Retail Trade
#> 152                                                                Utilities
#> 153                                          Accommodation and Food Services
#> 154                                                            Manufacturing
#> 155                            Mining, Quarrying, and Oil and Gas Extraction
#> 156                                                                Utilities
#> 157                                                                Utilities
#> 158                                                    Finance and Insurance
#> 159                                                            Manufacturing
#> 160                         Professional, Scientific, and Technical Services
#> 161                                                            Manufacturing
#> 162                                                            Manufacturing
#> 163                                                              Information
#> 164                                                            Manufacturing
#> 165                                                                Utilities
#> 166                                                            Manufacturing
#> 167                                                              Information
#> 168                                                    Finance and Insurance
#> 169                                                            Manufacturing
#> 170                                                            Manufacturing
#> 171                                                            Manufacturing
#> 172                                                                Utilities
#> 173                            Mining, Quarrying, and Oil and Gas Extraction
#> 174                         Professional, Scientific, and Technical Services
#> 175                                                              Information
#> 176                                                    Finance and Insurance
#> 177                                                    Finance and Insurance
#> 178                                                    Finance and Insurance
#> 179                                                            Manufacturing
#> 180                                                            Manufacturing
#> 181                                                    Finance and Insurance
#> 182                                                                Utilities
#> 183                                                                Utilities
#> 184                                                                Utilities
#> 185 Administrative and Support and Waste Management and Remediation Services
#> 186                                           Transportation and Warehousing
#> 187                                                    Finance and Insurance
#> 188                                                            Manufacturing
#> 189                         Professional, Scientific, and Technical Services
#> 190                                                              Information
#> 191                                                          Wholesale Trade
#> 192                                                                     <NA>
#> 193                                           Transportation and Warehousing
#> 194                                                    Finance and Insurance
#> 195                                                    Finance and Insurance
#> 196                                                                Utilities
#> 197                                                              Information
#> 198                                                              Information
#> 199                                                              Information
#> 200                                                            Manufacturing
#> 201                                                            Manufacturing
#> 202                                                              Information
#> 203                                                            Manufacturing
#> 204                                                            Manufacturing
#> 205                                                              Information
#> 206                                                    Finance and Insurance
#> 207                            Mining, Quarrying, and Oil and Gas Extraction
#> 208                                                            Manufacturing
#> 209                                                              Information
#> 210                                                            Manufacturing
#> 211                                                            Manufacturing
#> 212                                                            Manufacturing
#> 213                                                            Manufacturing
#> 214                                                            Manufacturing
#> 215                                                          Wholesale Trade
#> 216                                                            Manufacturing
#> 217                                                    Finance and Insurance
#> 218                                                              Information
#> 219                                                    Finance and Insurance
#> 220                            Mining, Quarrying, and Oil and Gas Extraction
#> 221                                                    Finance and Insurance
#> 222                                                            Manufacturing
#> 223                                        Health Care and Social Assistance
#> 224                                                    Finance and Insurance
#> 225                                                          Wholesale Trade
#> 226                                                            Manufacturing
#> 227                                                            Manufacturing
#> 228                                                            Manufacturing
#> 229                                          Accommodation and Food Services
#> 230                                                            Manufacturing
#> 231                                                             Retail Trade
#> 232                                                            Manufacturing
#> 233                                                            Manufacturing
#> 234                                                    Finance and Insurance
#> 235                                                            Manufacturing
#> 236                                                            Manufacturing
#> 237                                        Health Care and Social Assistance
#> 238                                                    Finance and Insurance
#> 239                                                            Manufacturing
#> 240                         Professional, Scientific, and Technical Services
#> 241                                                            Manufacturing
#> 242                                                            Manufacturing
#> 243                                                            Manufacturing
#> 244                                                            Manufacturing
#> 245                         Professional, Scientific, and Technical Services
#> 246                                                            Manufacturing
#> 247                                                            Manufacturing
#> 248                                                    Finance and Insurance
#> 249                                                            Manufacturing
#> 250                         Professional, Scientific, and Technical Services
#> 251                                                            Manufacturing
#> 252                                                              Information
#> 253                                                            Manufacturing
#> 254                                                    Finance and Insurance
#> 255                                        Health Care and Social Assistance
#> 256                         Professional, Scientific, and Technical Services
#> 257                                           Transportation and Warehousing
#> 258                         Professional, Scientific, and Technical Services
#> 259                         Professional, Scientific, and Technical Services
#> 260                                                            Manufacturing
#> 261                                                            Manufacturing
#> 262                                                    Finance and Insurance
#> 263                                                            Manufacturing
#> 264                                                            Manufacturing
#> 265                                                            Manufacturing
#> 266                                                    Finance and Insurance
#> 267                                                            Manufacturing
#> 268                                                            Manufacturing
#> 269                                                    Finance and Insurance
#> 270                                           Transportation and Warehousing
#> 271                                                            Manufacturing
#> 272                                                            Manufacturing
#> 273                                                             Retail Trade
#> 274                                                            Manufacturing
#> 275                                                            Manufacturing
#> 276                                                            Manufacturing
#> 277                                                            Manufacturing
#> 278                                      Arts, Entertainment, and Recreation
#> 279                         Professional, Scientific, and Technical Services
#> 280                                                             Construction
#> 281                                                    Finance and Insurance
#> 282                                                                     <NA>
#> 283                         Professional, Scientific, and Technical Services
#> 284                                                            Manufacturing
#> 285                                                            Manufacturing
#> 286                                                    Finance and Insurance
#> 287                                                             Retail Trade
#> 288                                                              Information
#> 289                                                            Manufacturing
#> 290                                                    Finance and Insurance
#> 291                            Mining, Quarrying, and Oil and Gas Extraction
#> 292                                                            Manufacturing
#> 293                                                    Finance and Insurance
#> 294 Administrative and Support and Waste Management and Remediation Services
#> 295                                                    Finance and Insurance
#> 296                            Mining, Quarrying, and Oil and Gas Extraction
#> 297                                                            Manufacturing
#> 298                                                              Information
#> 299                                                              Information
#> 300                                                            Manufacturing
#> 301                                          Accommodation and Food Services
#> 302                                                          Wholesale Trade
#> 303                                                            Manufacturing
#> 304                                                            Manufacturing
#> 305                                                              Information
#> 306                                                    Finance and Insurance
#> 307                                                            Manufacturing
#> 308                                      Arts, Entertainment, and Recreation
#> 309                                                            Manufacturing
#> 310                                                            Manufacturing
#> 311                                                              Information
#> 312                                                    Finance and Insurance
#> 313                                                            Manufacturing
#> 314                                                            Manufacturing
#> 315                                                    Finance and Insurance
#> 316                                                            Manufacturing
#> 317                                                            Manufacturing
#> 318                                                            Manufacturing
#> 319                                                            Manufacturing
#> 320 Administrative and Support and Waste Management and Remediation Services
#> 321                                                    Finance and Insurance
#> 322                                                            Manufacturing
#> 323                                                            Manufacturing
#> 324                                                    Finance and Insurance
#> 325                                                    Finance and Insurance
#> 326                                                            Manufacturing
#> 327                                                              Information
#> 328                                                            Manufacturing
#> 329                            Mining, Quarrying, and Oil and Gas Extraction
#> 330                                                              Information
#> 331                                                                Utilities
#> 332                         Professional, Scientific, and Technical Services
#> 333                                                            Manufacturing
#> 334                                                                Utilities
#> 335                                                            Manufacturing
#> 336                                           Transportation and Warehousing
#> 337                                                    Finance and Insurance
#> 338                                                            Manufacturing
#> 339                                                              Information
#> 340                                           Transportation and Warehousing
#> 341                                                                Utilities
#> 342                                                            Manufacturing
#> 343                                                            Manufacturing
#> 344                                                             Construction
#> 345                                                            Manufacturing
#> 346                                                             Retail Trade
#> 347                            Mining, Quarrying, and Oil and Gas Extraction
#> 348                                           Transportation and Warehousing
#> 349                         Professional, Scientific, and Technical Services
#> 350                                                            Manufacturing
#> 351                                           Transportation and Warehousing
#> 352                                                              Information
#> 353                                                            Manufacturing
#> 354                                                            Manufacturing
#> 355                                                            Manufacturing
#> 356                                                            Manufacturing
#> 357                                                              Information
#> 358                                                            Manufacturing
#> 359                         Professional, Scientific, and Technical Services
#> 360                                                              Information
#> 361                                                              Information
#> 362                                      Arts, Entertainment, and Recreation
#> 363                                                            Manufacturing
#> 364                                                            Manufacturing
#> 365                                                            Manufacturing
#> 366                                                            Manufacturing
#> 367                                                            Manufacturing
#> 368                                                            Manufacturing
#> 369                                                                Utilities
#> 370                            Mining, Quarrying, and Oil and Gas Extraction
#> 371                                                    Finance and Insurance
#> 372                                                          Wholesale Trade
#> 373                                                            Manufacturing
#> 374                                                                Utilities
#> 375                                                    Finance and Insurance
#> 376                                                            Manufacturing
#> 377                                                    Finance and Insurance
#> 378                                                    Finance and Insurance
#> 379                                                    Finance and Insurance
#> 380                                                                Utilities
#> 381                                                              Information
#> 382                                                    Finance and Insurance
#> 383                                                             Construction
#> 384                                                            Manufacturing
#> 385                                                            Manufacturing
#> 386                                                             Construction
#> 387                                                            Manufacturing
#> 388                                                            Manufacturing
#> 389                                                          Wholesale Trade
#> 390                                                    Finance and Insurance
#> 391                                                            Manufacturing
#> 392                                                    Finance and Insurance
#> 393                                                    Finance and Insurance
#> 394                                                            Manufacturing
#> 395                                                    Finance and Insurance
#> 396 Administrative and Support and Waste Management and Remediation Services
#> 397                                                            Manufacturing
#> 398                         Professional, Scientific, and Technical Services
#> 399                                                            Manufacturing
#> 400 Administrative and Support and Waste Management and Remediation Services
#> 401                                                            Manufacturing
#> 402                                                             Retail Trade
#> 403                                           Transportation and Warehousing
#> 404                                                    Finance and Insurance
#> 405                                                              Information
#> 406                                                              Information
#> 407                            Mining, Quarrying, and Oil and Gas Extraction
#> 408                                                            Manufacturing
#> 409                                                            Manufacturing
#> 410                                                                Utilities
#> 411                                                              Information
#> 412                                                            Manufacturing
#> 413                                                    Finance and Insurance
#> 414                                                    Finance and Insurance
#> 415                                                            Manufacturing
#> 416                                                            Manufacturing
#> 417                            Other Services (except Public Administration)
#> 418                                                            Manufacturing
#> 419                                                                Utilities
#> 420                                           Transportation and Warehousing
#> 421                                                            Manufacturing
#> 422                                                            Manufacturing
#> 423                                                    Finance and Insurance
#> 424                                                            Manufacturing
#> 425                                                            Manufacturing
#> 426                                                    Finance and Insurance
#> 427                                                    Finance and Insurance
#> 428                                                              Information
#> 429                                                             Retail Trade
#> 430                                                              Information
#> 431                                                              Information
#> 432                                                            Manufacturing
#> 433                                                             Retail Trade
#> 434                                                            Manufacturing
#> 435                                                            Manufacturing
#> 436                                                            Manufacturing
#> 437                                                            Manufacturing
#> 438                                                            Manufacturing
#> 439                                                            Manufacturing
#> 440                                                            Manufacturing
#> 441                         Professional, Scientific, and Technical Services
#> 442                                                             Retail Trade
#> 443                                                          Wholesale Trade
#> 444                                                            Manufacturing
#> 445                                                            Manufacturing
#> 446                                                    Finance and Insurance
#> 447                                                            Manufacturing
#> 448                                                    Finance and Insurance
#> 449                                                              Information
#> 450                                                              Information
#> 451                                                            Manufacturing
#> 452                                                    Finance and Insurance
#> 453                                                    Finance and Insurance
#> 454                            Other Services (except Public Administration)
#> 455                                           Transportation and Warehousing
#> 456                                           Transportation and Warehousing
#> 457                                           Transportation and Warehousing
#> 458                                       Real Estate and Rental and Leasing
#> 459                                                    Finance and Insurance
#> 460                                        Health Care and Social Assistance
#> 461                                                            Manufacturing
#> 462                                                    Finance and Insurance
#> 463                         Professional, Scientific, and Technical Services
#> 464                                                              Information
#> 465                                                              Information
#> 466                                                            Manufacturing
#> 467                                                            Manufacturing
#> 468                                                    Finance and Insurance
#> 469                                       Real Estate and Rental and Leasing
#> 470                                                              Information
#> 471                                                    Finance and Insurance
#> 472                            Mining, Quarrying, and Oil and Gas Extraction
#> 473                                                            Manufacturing
#> 474                                                             Retail Trade
#> 475                                                             Retail Trade
#> 476                                                              Information
#> 477 Administrative and Support and Waste Management and Remediation Services
#> 478                                                            Manufacturing
#> 479                                                                Utilities
#> 480                                                    Finance and Insurance
#> 481                                                                     <NA>
#> 482                                        Health Care and Social Assistance
#> 483                                                            Manufacturing
#> 484                                                            Manufacturing
#> 485                                                    Finance and Insurance
#> 486                                                            Manufacturing
#> 487                                           Transportation and Warehousing
#> 488                                                    Finance and Insurance
#> 489                                                          Wholesale Trade
#> 490                                      Arts, Entertainment, and Recreation
#> 491                                                                Utilities
#> 492                                                            Manufacturing
#> 493                                          Accommodation and Food Services
#> 494                                                            Manufacturing
#> 495                                                            Manufacturing
#> 496                                                    Finance and Insurance
#> 497                                                            Manufacturing
#>     primary_sic_code employees
#> 1               3841     95000
#> 2               3630     13900
#> 3               2834    109000
#> 4               2834      2022
#> 5               3841      1725
#> 6               7389    506000
#> 7               7372      9500
#> 8               2041      2020
#> 9               7372     22516
#> 10              7374      2022
#> 11              5531      2021
#> 12              4911      8200
#> 13              6321     12003
#> 14              3826     16400
#> 15              2813     19138
#> 16              7389      8368
#> 17              4512     20677
#> 18              2821      5900
#> 19              6798       470
#> 20              3842     18070
#> 21              7381     11500
#> 22              4931      2017
#> 23              6331      2020
#> 24              7375    135301
#> 25              2111      7100
#> 26              5961   1298000
#> 27              3990      2019
#> 28              3674     12600
#> 29              4931      9183
#> 30              4512      2021
#> 31              4911      2021
#> 32              6099      2021
#> 33              6331      2020
#> 34              6798      5618
#> 35              4941      7000
#> 36              6282     12300
#> 37              5122      2021
#> 38              3621     16500
#> 39              2836     24300
#> 40              3678     80000
#> 41              3674     15900
#> 42              7372      4800
#> 43              1311      2021
#> 44              3571    147000
#> 45              3674      2021
#> 46              3714    151000
#> 47              7371      2613
#> 48              6411      2021
#> 49              6321     13850
#> 50              4813      2020
#> 51              4924      4694
#> 52              7372     11500
#> 53              5531     80000
#> 54              6798      3028
#> 55              2672      2021
#> 56              3533      2020
#> 57              3411     21500
#> 58              6021    213000
#> 59              5621     57350
#> 60              3841      2021
#> 61              3841     72000
#> 62              6331      7495
#> 63              5731     79050
#> 64              3826      8000
#> 65              2836      2300
#> 66              2836      9100
#> 67              6211     16500
#> 68              6022      2019
#> 69              3721    141000
#> 70              7389     20300
#> 71              3714     50000
#> 72              6798       750
#> 73              3841      2021
#> 74              2834     30250
#> 75              3674      2020
#> 76              7389     12000
#> 77              6411     10786
#> 78              2084      4800
#> 79              4731     14888
#> 80              7372      8800
#> 81              7011      2020
#> 82              6798      1700
#> 83              2033     14500
#> 84              6021     51985
#> 85              5122      2020
#> 86              5521     26889
#> 87              4400     11500
#> 88              3585      2021
#> 89              2834     13900
#> 90              3531     97300
#> 91              6200      1010
#> 92              6531    100000
#> 93              5961     10000
#> 94              2869      7658
#> 95              6324     71300
#> 96              4911      2021
#> 97              7372      5974
#> 98              2873      3000
#> 99              8731     18400
#> 100             6211      2020
#> 101             4841     96100
#> 102             2911     47736
#> 103             5812     88000
#> 104             6331      2021
#> 105             2841      5100
#> 106             6324     73700
#> 107             6331      5266
#> 108             9224      2022
#> 109             3661     77500
#> 110             6021    210153
#> 111             6022     17496
#> 112             7372      9000
#> 113             2842      8800
#> 114             6231      4370
#> 115             4931      2021
#> 116             2086     80300
#> 117             7371      2021
#> 118             2844     34200
#> 119             4841    168000
#> 120             6021      7650
#> 121             2000     16500
#> 122             2911      9700
#> 123             4931     14071
#> 124             2084      9300
#> 125             4911      2021
#> 126             3851     12000
#> 127             5521      7600
#> 128             3357      2020
#> 129              100      2021
#> 130             5331    214500
#> 131             1311       503
#> 132             6798      4900
#> 133             4011     19300
#> 134             3519     57825
#> 135             5912      2020
#> 136             1531      9716
#> 137             3823     79000
#> 138             5812    177000
#> 139             8092      2021
#> 140             3523     69600
#> 141             4512      2019
#> 142             3843     15000
#> 143             1311      1400
#> 144             3841      5500
#> 145             1311       732
#> 146             6798      2878
#> 147             6141     17600
#> 148             4841     13500
#> 149             7990    182700
#> 150             5331    158000
#> 151             5331    129772
#> 152             4911      2021
#> 153             5812     10650
#> 154             3533      2021
#> 155             2821     35700
#> 156             4911      2021
#> 157             4931      2018
#> 158             6798      2021
#> 159             2821      2020
#> 160             7374    134000
#> 161             2821     14500
#> 162             3699     92000
#> 163             7389     10800
#> 164             2841      2021
#> 165             4911      2021
#> 166             3842     14900
#> 167             7372     11000
#> 168             6324     83400
#> 169             2834      2021
#> 170             3823     83500
#> 171             3674       850
#> 172             4911      2021
#> 173             1311      2900
#> 174             7371     41168
#> 175             7389     11400
#> 176             6798     10013
#> 177             6798      2600
#> 178             6798      2021
#> 179             2844      2021
#> 180             7389      1414
#> 181             6331      1746
#> 182             4931      5133
#> 183             4911      2021
#> 184             4931     64281
#> 185             4724     19100
#> 186             4731     17500
#> 187             6798      4013
#> 188             2911      2021
#> 189             7371      6109
#> 190             7374     10484
#> 191             5085     20365
#> 192               NA      2021
#> 193             4513      2021
#> 194             6022     19872
#> 195             6021        NA
#> 196             4911     12153
#> 197             7389      2021
#> 198             7374      2021
#> 199             7389      8400
#> 200             2879      6400
#> 201             3711    186000
#> 202             3577      8238
#> 203             3823     17000
#> 204             2511      2021
#> 205             4833      9000
#> 206             6282     11800
#> 207             1021     24500
#> 208             3812     16000
#> 209             8741     15600
#> 210             3621      6625
#> 211             3812    100700
#> 212             3724    174000
#> 213             2043      2021
#> 214             3711    155000
#> 215             5013      2021
#> 216             2836     13600
#> 217             6311      3261
#> 218             7389      2021
#> 219             6211     40500
#> 220             1389      2021
#> 221             6331     18500
#> 222             3944      6822
#> 223             8062    235000
#> 224             6798       217
#> 225             5047     19000
#> 226             2066     16040
#> 227             2911      1621
#> 228             3572     59400
#> 229             7011    141000
#> 230             3844      5814
#> 231             5211      2022
#> 232             3724    103000
#> 233             2011     19100
#> 234             6798      2022
#> 235             3350      2018
#> 236             3577      2020
#> 237             6324     48700
#> 238             6021     15578
#> 239             3731      2021
#> 240             7373    282100
#> 241             3561      7075
#> 242             2835      9300
#> 243             3569      2021
#> 244             3826      7825
#> 245             8731      1773
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#> 476             4841      9800
#> 477             4953     48250
#> 478             3826      7400
#> 479             4931      7273
#> 480             6021    268531
#> 481               NA       423
#> 482             3060      9200
#> 483             3572     63800
#> 484             2653     49300
#> 485             6798      9372
#> 486             3639      2021
#> 487             4922      4739
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#> 490             7011     27500
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#> 493             5812      2020
#> 494             3577      8800
#> 495             3842     20000
#> 496             6021      9678
#> 497             2834     11300
#>                                                     address            state
#> 1                               3M Center Bldg. 220-13E-26A        Minnesota
#> 2                                           11270 W Park Pl        Wisconsin
#> 3                                        100 Abbott Park Rd         Illinois
#> 4                                           1 N Waukegan Rd         Illinois
#> 5                                         22 Cherry Hill Dr    Massachusetts
#> 6                                                      <NA>             <NA>
#> 7                                      3100 Ocean Park Blvd       California
#> 8                                            77 W Wacker Dr         Illinois
#> 9                                              345 Park Ave       California
#> 10                                               1 Adp Blvd       New Jersey
#> 11                                      2635 E Millbrook Rd   North Carolina
#> 12                                         4300 Wilson Blvd         Virginia
#> 13                                          1932 Wynnton Rd          Georgia
#> 14                                  5301 Stevens Creek Blvd       California
#> 15                                       7201 Hamilton Blvd     Pennsylvania
#> 16                                             145 Broadway    Massachusetts
#> 17                                 19300 International Blvd       Washington
#> 18                                 4250 Congress St Ste 900   North Carolina
#> 19                                          26 N Euclid Ave       California
#> 20                                        2820 Orchard Pkwy       California
#> 21                                                     <NA>             <NA>
#> 22                              4902 N Biltmore Ln Ste 1000        Wisconsin
#> 23                                          2775 Sanders Rd         Illinois
#> 24                                   1600 Amphitheatre Pkwy       California
#> 25                                          6601 W Broad St         Virginia
#> 26                                          410 Terry Ave N       Washington
#> 27                                      83 Tower Road North          Bristol
#> 28                                        2485 Augustine Dr       California
#> 29                                        1901 Chouteau Ave         Missouri
#> 30                                             1 Skyview Dr            Texas
#> 31                                          1 Riverside Plz             Ohio
#> 32                                       200 Vesey St Fl 50         New York
#> 33                                             175 Water St         New York
#> 34                                       116 Huntington Ave    Massachusetts
#> 35                                               1 Water St       New Jersey
#> 36                            1099 Ameriprise Financial Ctr        Minnesota
#> 37                                           1300 Morris Dr     Pennsylvania
#> 38                              1100 Cassatt Rd PO Box 1764     Pennsylvania
#> 39                                        1 Amgen Center Dr       California
#> 40                                             358 Hall Ave      Connecticut
#> 41                                         1 Technology Way    Massachusetts
#> 42                                            2600 Ansys Dr     Pennsylvania
#> 43                                                     <NA>             <NA>
#> 44                                         1 Apple Park Way       California
#> 45                                          3050 Bowers Ave       California
#> 46                                                     <NA>             <NA>
#> 47                                  5453 Great America Pkwy       California
#> 48                             250 Park Avenue, Fifth Floor         New York
#> 49                             28 Liberty Street 41St Floor         New York
#> 50                                           208 S Akard St            Texas
#> 51                  1800 Three Lincoln Ctr 5430 Lbj Freeway            Texas
#> 52                                         111 McInnis Pkwy       California
#> 53                                           123 S Front St        Tennessee
#> 54                           4040 Wilson Boulevard Ste 1000         Virginia
#> 55                                          207 N Goode Ave       California
#> 56                                17021 Aldine Westfield Rd            Texas
#> 57                                     9200 W. 108Th Circle         Colorado
#> 58          Bank of America Corporate Center 100 N Tryon St   North Carolina
#> 59                              PO Box 16000 3 Limited Pkwy             Ohio
#> 60                                            1 Baxter Pkwy         Illinois
#> 61                                              1 Becton Dr       New Jersey
#> 62                                         475 Steamboat Rd      Connecticut
#> 63                                          7601 Penn Ave S        Minnesota
#> 64                                     1000 Alfred Nobel Dr       California
#> 65                                       614 McKinley Pl NE        Minnesota
#> 66                                            225 Binney St    Massachusetts
#> 67                                             55 E 52nd St         New York
#> 68                                         240 Greenwich St         New York
#> 69                                      100 N Riverside Plz         Illinois
#> 70                                      800 Connecticut Ave      Connecticut
#> 71                                           3850 Hamlin Rd         Michigan
#> 72                                 800 Boylston St Ste 1900    Massachusetts
#> 73                                300 Boston Scientific Way    Massachusetts
#> 74                                      430 E 29th St Fl 14         New York
#> 75                                      1320 Ridder Park Dr       California
#> 76                                                     <NA>             <NA>
#> 77                                      220 S Ridgewood Ave          Florida
#> 78                                            850 Dixie Hwy         Kentucky
#> 79                                        14701 Charlson Rd        Minnesota
#> 80                                           2655 Seely Ave       California
#> 81                                                     <NA>             <NA>
#> 82                                 11 Greenway Plz Ste 2400            Texas
#> 83                                              Campbell Pl       New Jersey
#> 84                             1680 Capital One Dr Ste 1400         Virginia
#> 85                                         7000 Cardinal Pl             Ohio
#> 86                                12800 Tuckahoe Creek Pkwy         Virginia
#> 87                             3655 NW 87th Ave PO Box 1347          Florida
#> 88                                  13995 Pasteur Boulevard          Florida
#> 89                                                     <NA>             <NA>
#> 90                                 510 Lake Cook Rd Ste 100         Illinois
#> 91                                        400 S La Salle St         Illinois
#> 92                                     400 S Hope St Ste 25       California
#> 93                                                     <NA>             <NA>
#> 94                          222 Las Colinas Blvd W Ste 900N            Texas
#> 95                                        7700 Forsyth Blvd         Missouri
#> 96                                        1111 Louisiana St            Texas
#> 97                                   3311 E Old Shakopee Rd        Minnesota
#> 98                                      4 Parkway N Ste 400         Illinois
#> 99                                       251 Ballardvale St    Massachusetts
#> 100                                             211 Main St       California
#> 101                                         400 Atlantic St      Connecticut
#> 102                                                    <NA>             <NA>
#> 103                                                    <NA>        Suite 400
#> 104                                          Baerengasse 32          Zuerich
#> 105                                  500 Charles Ewing Blvd       New Jersey
#> 106                                    900 Cottage Grove Rd      Connecticut
#> 107                                       6200 S Gilmore Rd             Ohio
#> 108                                                    <NA>             <NA>
#> 109                                                    <NA>             <NA>
#> 110                                        388 Greenwich St         New York
#> 111                                                    <NA>             <NA>
#> 112                                  851 W Cypress Creek Rd          Florida
#> 113                                           1221 Broadway       California
#> 114                                          20 S Wacker Dr         Illinois
#> 115                                       1 Energy Plaza Dr         Michigan
#> 116                                      1 Coca Cola Plz NW          Georgia
#> 117                                   500 Frank W Burr Blvd       New Jersey
#> 118                                            300 Park Ave         New York
#> 119                                           1 Comcast Ctr     Pennsylvania
#> 120                                   1717 Main St # MC6404            Texas
#> 121                       222 Merchandise Mart Plz Ste 1300         Illinois
#> 122                                     925 N Eldridge Pkwy            Texas
#> 123                                          4 Irving Place         New York
#> 124                              207 High Point Dr Bldg 100         New York
#> 125                                                    <NA>             <NA>
#> 126                        6101 Bollinger Canyon Rd Ste 500       California
#> 127                               14185 Dallas Pkwy Ste 300            Texas
#> 128                                        1 Riverfront Plz         New York
#> 129                                  974 Centre Rd Bldg 735         Delaware
#> 130                                             999 Lake Dr       Washington
#> 131                                 840 Gessner Rd Ste 1400            Texas
#> 132                                 1220 Augusta Dr Ste 600            Texas
#> 133                                      500 Water St Fl 15          Florida
#> 134                              PO Box 3005 500 Jackson St          Indiana
#> 135                                                1 Cvs Dr     Rhode Island
#> 136                                         1341 Horton Cir            Texas
#> 137                       2200 Pennsylvania Ave NW Ste 800W    Washington Dc
#> 138                                   1000 Darden Center Dr          Florida
#> 139                                            2000 16th St         Colorado
#> 140                                         1 John Deere Pl         Illinois
#> 141                                         1030 Delta Blvd          Georgia
#> 142                  Suite 60W 221 West Philadelphia Street     Pennsylvania
#> 143                                      333 W Sheridan Ave         Oklahoma
#> 144                                        6340 Sequence Dr       California
#> 145                               500 West Texas Suite 1200            Texas
#> 146                              4 Embarcadero Ctr Ste 3200       California
#> 147                                       2500 Lake Cook Rd         Illinois
#> 148                                    9601 S Meridian Blvd         Colorado
#> 149                                                    <NA>             <NA>
#> 150                                         100 Mission Rdg        Tennessee
#> 151                                          500 Volvo Pkwy         Virginia
#> 152                                         120 Tredegar St         Virginia
#> 153                                                    <NA>             <NA>
#> 154                              3005 Highland Pkwy Ste 200         Illinois
#> 155                                        2211 H H Dow Way         Michigan
#> 156                                            1 Energy Plz         Michigan
#> 157                           550 South Tryon Street Dec45a   North Carolina
#> 158                                                    <NA>             <NA>
#> 159                                  974 Centre Rd Bldg 730         Delaware
#> 160                                         3000 Hanover St       California
#> 161                       Po Box 511 200 South Wilcox Drive        Tennessee
#> 162                                                    <NA> 30 Pembroke Road
#> 163                                       2025 Hamilton Ave       California
#> 164                                          1 Ecolab Place        Minnesota
#> 165                        PO Box 800 2244 Walnut Grove Ave       California
#> 166                                           1 Edwards Way       California
#> 167                                 209 Redwood Shores Pkwy       California
#> 168                                     220 Virginia Avenue          Indiana
#> 169                                     Lilly Corporate Ctr          Indiana
#> 170                       PO Box 4100 8000 W Florissant Ave         Missouri
#> 171                                      47281 Bayside Pkwy       California
#> 172                                          639 Loyola Ave        Louisiana
#> 173                                    1111 Bagby St Lbby 2            Texas
#> 174                                41 University Dr Ste 202     Pennsylvania
#> 175                                    1550 Peachtree St NW          Georgia
#> 176                                                    <NA>             <NA>
#> 177 Equity Residential Two North Riverside Plaza, Suite 400         Illinois
#> 178                                    1100 Park Pl Ste 200       California
#> 179                                             767 5th Ave         New York
#> 180                                            117 Adams St         New York
#> 181                  Seon Place, 4Th Floor 141 Front Street         Hamilton
#> 182                                            1200 Main St         Missouri
#> 183                                          300 Cadwell Dr    Massachusetts
#> 184                                           Po Box 805398         Illinois
#> 185                           13810 SE Eastgate Way Ste 400       Washington
#> 186                                            1015 3rd Ave       Washington
#> 187                          2795 E Cottonwood Pkwy Ste 300             Utah
#> 188                                   5959 Las Colinas Blvd            Texas
#> 189                                                    <NA>             <NA>
#> 190                                        45 Glover Avenue      Connecticut
#> 191                                       2001 Theurer Blvd        Minnesota
#> 192                                                    <NA>             <NA>
#> 193                                    942 Shady Grove Rd S        Tennessee
#> 194                                  38 Fountain Square Plz             Ohio
#> 195                                             111 Pine St       California
#> 196                                            76 S Main St             Ohio
#> 197                                       601 Riverside Ave          Florida
#> 198                                255 Fiserv Dr PO Box 979        Wisconsin
#> 199                          3280 Peachtree Road Suite 2400          Georgia
#> 200                                          2929 Walnut St     Pennsylvania
#> 201                                           1 American Rd         Michigan
#> 202                                            899 Kifer Rd       California
#> 203                                        6920 Seaway Blvd       Washington
#> 204                                        520 Lake Cook Rd         Illinois
#> 205                             1211 Avenue of the Americas         New York
#> 206                                1 Franklin Pkwy Bldg 920       California
#> 207                                       333 N Central Ave          Arizona
#> 208                                     Muehlentalstrasse 2     Schaffhausen
#> 209                          PO Box 10212 56 Top Gallant Rd      Connecticut
#> 210                                   S45 W29290 Highway 59        Wisconsin
#> 211                                   11011 Sunset Hills Rd         Virginia
#> 212                                          5 Necco Street    Massachusetts
#> 213                           Number One General Mills Blvd        Minnesota
#> 214                                  300 Renaissance Center         Michigan
#> 215                                      2999 Wildwood Pkwy          Georgia
#> 216                                         333 Lakeside Dr       California
#> 217                                   3700 S Stonebridge Dr            Texas
#> 218                                        3550 Lenox Rd NE          Georgia
#> 219                                             200 West St         New York
#> 220                               3000 N Sam Houston Pkwy E            Texas
#> 221                                          1 Hartford Plz      Connecticut
#> 222                            1027 Newport Ave PO Box 1059     Rhode Island
#> 223                                              1 Park Plz        Tennessee
#> 224                                   1920 Main St Ste 1200       California
#> 225                                           135 Duryea Rd         New York
#> 226     19 East Chocolate Avenue External Rptg & Compliance     Pennsylvania
#> 227                             1185 Avenue of the Americas         New York
#> 228                                  6280 America Center Dr       California
#> 229                           7930 Jones Branch Dr Ste 1100         Virginia
#> 230                                           250 Campus Dr    Massachusetts
#> 231                                  2455 Paces Ferry Rd SE          Georgia
#> 232                                          300 S Tryon St   North Carolina
#> 233                                             1 Hormel Pl        Minnesota
#> 234                         4747 Bethesda Avenue Suite 1300         Maryland
#> 235                                 201 Isabella St Ste 200     Pennsylvania
#> 236                                       1501 Page Mill Rd       California
#> 237                                           500 W Main St         Kentucky
#> 238                      41 S High St Hc0917 Huntington Ctr             Ohio
#> 239                          4101 Washington Ave 909-7, 7J2         Virginia
#> 240                                        1 New Orchard Rd         New York
#> 241                               1925 W Field Ct Suite 200         Illinois
#> 242                                              1 Idexx Dr            Maine
#> 243                                          155 Harlem Ave         Illinois
#> 244                                       5200 Illumina Way       California
#> 245                                  1801 Augustine Cut off         Delaware
#> 246                                      800-A Beaty Street   North Carolina
#> 247                               2200 Mission College Blvd       California
#> 248                                   5660 New Northside Dr          Georgia
#> 249                                         6400 Poplar Ave        Tennessee
#> 250                                             909 3rd Ave         New York
#> 251                                           521 W 57th St         New York
#> 252                                          2700 Coast Ave       California
#> 253                                           1020 Kifer Rd       California
#> 254                           1555 Peachtree St NE Ste 1800          Georgia
#> 255                                       4820 Emperor Blvd   North Carolina
#> 256                                                    <NA>             <NA>
#> 257                     PO Box 130 615 Jb Hunt Corporate Dr         Arkansas
#> 258                                   PO Box 807 663 Hwy 60         Missouri
#> 259                                  1999 Bryan St Ste 1200            Texas
#> 260                               1 Johnson And Johnson Plz       New Jersey
#> 261                             One Albert Quay Albert Quay             Cork
#> 262                                         383 Madison Ave         New York
#> 263                                     1133 Innovation Way       California
#> 264                                PO Box 3599 1 Kellogg Sq         Michigan
#> 265                                            53 South Ave    Massachusetts
#> 266                                           127 Public Sq             Ohio
#> 267                                 1400 Fountaingrove Pkwy       California
#> 268                                           351 Phelps Dr            Texas
#> 269             500 North Broadway Suite 201, P.O. Box 9010         New York
#> 270                              1001 Louisiana St Ste 1000            Texas
#> 271                                         1 Technology Dr       California
#> 272                                                    <NA>             <NA>
#> 273                                            1014 Vine St             Ohio
#> 274                                        1025 W Nasa Blvd          Florida
#> 275                                           358 S Main St   North Carolina
#> 276                                       4650 Cushing Pkwy       California
#> 277                                     599 S Rivershore Ln            Idaho
#> 278                             3355 Las Vegas Blvd S Rm 1A           Nevada
#> 279                                  1750 Presidents Street         Virginia
#> 280                                700 NW 107th Ave Ste 400          Florida
#> 281                                 150 N Radnor Chester Rd     Pennsylvania
#> 282                  The Priestley Centre 10 Priestley Road           Surrey
#> 283                                    9348 Civic Center Dr       California
#> 284                               500 W Madison St Ste 2800         Illinois
#> 285                                       6801 Rockledge Dr         Maryland
#> 286                                         667 Madison Ave         New York
#> 287                                         1000 Lowes Blvd   North Carolina
#> 288                          100 Centurylink Dr PO Box 4065        Louisiana
#> 289                                                    <NA>           London
#> 290                                      1 M And T Plz Fl 5         New York
#> 291                                                    <NA>             <NA>
#> 292                                           539 S Main St             Ohio
#> 293                                   55 Hudson Yards Fl 15         New York
#> 294                                       10400 Fernwood Rd         Maryland
#> 295                             1166 Avenue of the Americas         New York
#> 296                                         2710 Wycliff Rd   North Carolina
#> 297                                      17450 College Pkwy         Michigan
#> 298                                        2000 Purchase St         New York
#> 299                8750 North Central Expressway Suite 1400            Texas
#> 300                                       24 Schilling Road         Maryland
#> 301                                      110 N Carpenter St         Illinois
#> 302                                  6555 State Highway 161            Texas
#> 303                                             20 On Hatch           Dublin
#> 304                                  2000 Galloping Hill Rd       New Jersey
#> 305                                          1601 Willow Rd       California
#> 306                                            200 Park Ave         New York
#> 307                                       1900 Polaris Pkwy             Ohio
#> 308                                   3600 Las Vegas Blvd S           Nevada
#> 309                                    2355 W Chandler Blvd          Arizona
#> 310                             8000 S Federal Way Po Box 6            Idaho
#> 311                                         1 Microsoft Way       Washington
#> 312                                 6815 Poplar Ave Ste 500        Tennessee
#> 313                                       200 Technology Sq    Massachusetts
#> 314                      160 S Industrial Blvd PO Box 12069          Georgia
#> 315                                   200 Oceangate Ste 100       California
#> 316                                     P.O. Box 4030 Nh353         Colorado
#> 317                       905 West Fulton Market, Suite 200         Illinois
#> 318                            5808 Lake Washington Blvd NE       Washington
#> 319                                           1 Monster Way       California
#> 320                                       7 World Trade Ctr         New York
#> 321                                           1585 Broadway         New York
#> 322                             101 E Kennedy Blvd Ste 2500          Florida
#> 323                                         500 W Monroe St         Illinois
#> 324   7 World Trade Center 250 Greenwich Street, 49Th Floor         New York
#> 325                                      151 W. 42Nd Street         New York
#> 326                                       1395 Crossman Ave       California
#> 327                                      100 Winchester Cir       California
#> 328                              6655 Peachtree Dunwoody Rd          Georgia
#> 329                               6363 S Fiddlers Green Cir         Colorado
#> 330                             1211 Avenue of the Americas         New York
#> 331                                                    <NA>             <NA>
#> 332                                             85 Broad St         New York
#> 333                                        1 SW Bowerman Dr           Oregon
#> 334                                                    <NA>             <NA>
#> 335                                        28601 Clemens Rd             Ohio
#> 336                                         3 Commercial Pl         Virginia
#> 337                                        50 S La Salle St         Illinois
#> 338                                   2980 Fairview Park Dr         Virginia
#> 339                           60 E Rio Salado Pkwy Ste 1000          Arizona
#> 340                                                    <NA>             <NA>
#> 341                                        804 Carnegie Ctr       New Jersey
#> 342                                         1915 Rexford Rd   North Carolina
#> 343                                     2788 San Tomas Expy       California
#> 344                          11700 Plaza America Dr Ste 500         Virginia
#> 345                                     High Tech Campus 60    Noord Brabant
#> 346                                     233 S Patterson Ave         Missouri
#> 347                                  5 Greenway Plz Ste 110            Texas
#> 348                                    500 Old Dominion Way   North Carolina
#> 349                                         437 Madison Ave         New York
#> 350                                      5005 E McDowell Rd          Arizona
#> 351                                            100 W 5th St         Oklahoma
#> 352                                         500 Oracle Pkwy       California
#> 353                                2000 Galloping Hill Road       New Jersey
#> 354                                       One Carrier Place      Connecticut
#> 355                     Paccar Building 777 106Th Avenue Ne       Washington
#> 356                                         1955 W Field Ct         Illinois
#> 357                                           1515 Broadway         New York
#> 358                                      6035 Parkland Blvd             Ohio
#> 359                                      911 Panorama Trl S         New York
#> 360                                      7501 W Memorial Rd         Oklahoma
#> 361                                           2211 N 1st St       California
#> 362                                                    <NA>             <NA>
#> 363                              Regal House 70 London Road           London
#> 364                                    700 Anderson Hill Rd         New York
#> 365                                  155 Federal St Ste 700    Massachusetts
#> 366                                           235 E 42nd St         New York
#> 367                                            120 Park Ave         New York
#> 368                                      2331 Citywest Blvd            Texas
#> 369                                            400 N 5th St          Arizona
#> 370                    777 Hidden Ridge 5205 N Oconnor Blvd            Texas
#> 371                                             300 5th Ave     Pennsylvania
#> 372                                 109 Northpark Blvd Fl 4        Louisiana
#> 373                                                1 Ppg Pl     Pennsylvania
#> 374                                              2 N 9th St     Pennsylvania
#> 375                                             711 High St             Iowa
#> 376                                1 Procter and Gamble Plz             Ohio
#> 377                                    6300 Wilson Mills Rd             Ohio
#> 378                                            Pier 1 Bay 1       California
#> 379                                            751 Broad St       New Jersey
#> 380  Corporate Accounting Services 80 Park Plaza, 9Th Floor       New Jersey
#> 381                                        121 Seaport Blvd    Massachusetts
#> 382                                         701 Western Ave       California
#> 383                                                    <NA>             <NA>
#> 384                                         200 Madison Ave         New York
#> 385                                       7628 Thorndike Rd   North Carolina
#> 386                             2800 Post Oak Blvd Ste 2600            Texas
#> 387                                       5775 Morehouse Dr       California
#> 388                                            500 Plaza Dr       New Jersey
#> 389                                         650 Madison Ave         New York
#> 390                                       880 Carillon Pkwy          Florida
#> 391                                       870 Winter Street    Massachusetts
#> 392                                    11995 El Camino Real       California
#> 393                                1 Independent Dr Ste 114          Florida
#> 394                               777 Old Saw Mill River Rd         New York
#> 395                                          1900 5th Ave N          Alabama
#> 396                                      18500 N Allied Way          Arizona
#> 397                               9001 Spectrum Center Blvd       California
#> 398                               2884 Sand Hill Rd Ste 200       California
#> 399                                           1201 S 2nd St        Wisconsin
#> 400                                     2170 Piedmont Rd NE          Georgia
#> 401                   6901 Professional Pkwy East Suite 200          Florida
#> 402                                        5130 Hacienda Dr       California
#> 403                                      1050 Caribbean Way          Florida
#> 404                                             55 Water St         New York
#> 405                                     415 Mission St Fl 3       California
#> 406                                       8051 Congress Ave          Florida
#> 407                                5599 San Felipe St Fl 17            Texas
#> 408                                                    <NA>             <NA>
#> 409                                2415 Cascade Pointe Blvd   North Carolina
#> 410                               488 8th Ave PO Box 129400       California
#> 411                                          2225 Lawson Ln       California
#> 412                                      101 W Prospect Ave             Ohio
#> 413                                        565 Fifth Avenue         New York
#> 414                                     225 W Washington St          Indiana
#> 415                                  5260 California Avenue       California
#> 416                                         1 Strawberry Ln             Ohio
#> 417                                            2801 80th St        Wisconsin
#> 418                                                    <NA>         Herzliya
#> 419                                30 Ivan Allen Jr Blvd NW          Georgia
#> 420                         PO Box 36611 2702 Love Field Dr            Texas
#> 421                             1000 Stanley Dr PO Box 7000      Connecticut
#> 422                                         2401 Utah Ave S       Washington
#> 423                                  155 Federal St Ste 700    Massachusetts
#> 424                        Rutherford House Stephensons Way   Leicestershire
#> 425                                       2825 Airview Blvd         Michigan
#> 426                                          3003 Tasman Dr       California
#> 427                                       777 Long Ridge Rd      Connecticut
#> 428                                    690 E Middlefield Rd       California
#> 429                                       1390 Enclave Pkwy            Texas
#> 430                                        12920 SE 38th St       Washington
#> 431                                           110 W 44th St         New York
#> 432                                         10 Hudson Yards         New York
#> 433                                      1000 Nicollet Mall        Minnesota
#> 434                                       Muehlenstrasse 26     Schaffhausen
#> 435                                    1049 Camino dos Rios       California
#> 436                             550 E Swedesford Rd Ste 400     Pennsylvania
#> 437                                        600 Riverpark Dr    Massachusetts
#> 438                                      3500 Deer Creek Rd       California
#> 439                                          12500 T I Blvd            Texas
#> 440                                       40 Westminster St     Rhode Island
#> 441                                             168 3rd Ave    Massachusetts
#> 442                                       770 Cochituate Rd    Massachusetts
#> 443                                       5401 Virginia Way        Tennessee
#> 444                                  170/175 Lakeview Drive           Swords
#> 445                                                    <NA>             <NA>
#> 446                                       385 Washington St        Minnesota
#> 447                                          935 Stewart Dr       California
#> 448                                        214 N. Tryon St.   North Carolina
#> 449                                  1355 Market St Ste 900       California
#> 450                                                    <NA>             <NA>
#> 451                                   2200 W Don Tyson Pkwy         Arkansas
#> 452                                       800 Nicollet Mall        Minnesota
#> 453                             1745 Shea Center Dr Ste 200         Colorado
#> 454                             1000 Remington Blvd Ste 120         Illinois
#> 455                                1400 Douglas St Stop 310         Nebraska
#> 456        Jennifer L. Kraft - Whqld 233 South Wacker Drive         Illinois
#> 457                                  55 Glenlake Parkway Ne          Georgia
#> 458                                    100 Stamford Pl Fl 7      Connecticut
#> 459                                          9900 Bren Rd E        Minnesota
#> 460                                          367 S Gulph Rd     Pennsylvania
#> 461                                           PO Box 696000            Texas
#> 462                                 353 N Clark St Ste 3300         Illinois
#> 463                                      12061 Bluemont Way         Virginia
#> 464                                     545 Washington Blvd       New Jersey
#> 465                             1095 Avenue of the Americas         New York
#> 466                                         50 Northern Ave    Massachusetts
#> 467                                     1551 Wewatta Street         Colorado
#> 468                                                    <NA>             <NA>
#> 469                          535 Madison Avenue, 20Th Floor         New York
#> 470                                             PO Box 8999       California
#> 471                                                    <NA>             <NA>
#> 472                                    1200 Urban Center Dr          Alabama
#> 473                                          30 Isabella St     Pennsylvania
#> 474                                           108 Wilmot Rd         Illinois
#> 475                                           702 SW 8th St         Arkansas
#> 476                                    8403 Colesville Road         Maryland
#> 477                                          1001 Fannin St            Texas
#> 478                                             34 Maple St    Massachusetts
#> 479                           PO Box 1331 231 W Michigan St        Wisconsin
#> 480                                       420 Montgomery St       California
#> 481                                                    <NA>             <NA>
#> 482                                    530 Herman O West Dr     Pennsylvania
#> 483                                    5601 Great Oaks Pkwy       California
#> 484                                       1000 Abernathy Rd          Georgia
#> 485                                    220 Occidental Ave S       Washington
#> 486                                             2000 N M 63         Michigan
#> 487                                        One Williams Ctr         Oklahoma
#> 488                                                    <NA>           London
#> 489                                       100 Grainger Pkwy         Illinois
#> 490                                                    <NA>             <NA>
#> 491                                       414 Nicollet Mall        Minnesota
#> 492                                      1 International Dr         New York
#> 493                                        1441 Gardiner Ln         Kentucky
#> 494                                           3 Overlook Pt         Illinois
#> 495                                           345 E Main St          Indiana
#> 496                               One South Main St 17Th Fl             Utah
#> 497                                           10 Sylvan Way       New Jersey
#>                             city        ZIP        country        phone
#> 1                     Saint Paul 55144-1000             US 1.651733e+10
#> 2                      Milwaukee 53224-3623  United States 1.414359e+10
#> 3                    Abbott Park 60064-3500             US 1.224668e+10
#> 4                  North Chicago 60064-1802             US 1.847933e+10
#> 5                        Danvers 01923-2575             US 1.978778e+10
#> 6                           <NA>       <NA>      Gibraltar           NA
#> 7                   Santa Monica 90405-3032             US 1.310255e+10
#> 8                        Chicago 60601-1604  United States 1.312635e+10
#> 9                       San Jose 95110-2704             US 1.408537e+10
#> 10                      Roseland 07068-1728  United States 1.973974e+10
#> 11                       Raleigh 27604-2988             US 1.540362e+10
#> 12                     Arlington 22203-4167             US 1.703522e+10
#> 13                      Columbus 31999-0001             US 1.706323e+10
#> 14                   Santa Clara 95051-7201  United States 1.408346e+10
#> 15                     Allentown 18195-1501             US 1.610481e+10
#> 16                     Cambridge      02142             US 1.617444e+10
#> 17                        Seatac 98188-5304             US 1.206393e+10
#> 18                     Charlotte 28209-4615             US 1.980300e+10
#> 19                      Pasadena      91101             US 1.626578e+10
#> 20                      San Jose 95134-2019             US 1.408470e+10
#> 21                          <NA>       <NA>           <NA>           NA
#> 22                       Madison 53718-2148  United States 1.608458e+10
#> 23                    Northbrook 60062-6110             US 1.847402e+10
#> 24                 Mountain View 94043-1351             US 1.650253e+10
#> 25                      Richmond 23230-1723             US 1.804274e+10
#> 26                       Seattle 98109-5210             US 1.206266e+10
#> 27                       Bristol   BS30 8XP United Kingdom 4.411798e+11
#> 28                   Santa Clara 95054-3002             US 1.408749e+10
#> 29                      St Louis 63103-3003             US 1.314621e+10
#> 30                    Fort Worth 76155-1801             US 1.817963e+10
#> 31                      Columbus 43215-2355             US 1.614716e+10
#> 32                      New York 10285-1000             US 1.212640e+10
#> 33                      New York 10038-4918             US 1.212771e+10
#> 34                        Boston 02116-5749             US 1.617376e+10
#> 35                        Camden 08102-1658             US 1.856955e+10
#> 36                   Minneapolis 55474-0010             US 1.612672e+10
#> 37                  Chesterbrook 19087-5594             US 1.610728e+10
#> 38                        Berwyn 19312-1177             US 1.610647e+10
#> 39                 Thousand Oaks 91320-1799             US 1.805447e+10
#> 40                   Wallingford 06492-3574  United States 1.203266e+10
#> 41                       Norwood 02062-2634             US 1.781329e+10
#> 42                    Canonsburg 15317-0404             US 1.844463e+10
#> 43                          <NA>       <NA>           <NA>           NA
#> 44                     Cupertino 95014-0642  United States 1.408996e+10
#> 45                   Santa Clara 95054-3299             US 1.408564e+10
#> 46                          <NA>       <NA>           <NA>           NA
#> 47                   Santa Clara 95054-3645             US 1.408548e+10
#> 48                      New York      10177             US 1.212919e+10
#> 49                      New York      10005             US 1.212860e+10
#> 50                        Dallas 75202-4206             US 1.210821e+10
#> 51                        Dallas      75240             US 1.972935e+10
#> 52                    San Rafael 94903-2773             US 1.415508e+10
#> 53                       Memphis 38103-3607             US 1.901496e+10
#> 54                     Arlington      22203             US 1.703330e+10
#> 55                      Glendale 91203-1301             US 1.626304e+10
#> 56                       Houston 77073-5101             US 1.713440e+10
#> 57                   Westminster      80021             US 1.303470e+10
#> 58                     Charlotte 28255-0001  United States 1.704387e+10
#> 59                      Columbus 43216-6000  United States 1.614416e+10
#> 60                     Deerfield 60015-4625             US 1.847948e+10
#> 61                Franklin Lakes 07417-1815             US 1.201848e+10
#> 62                     Greenwich 06830-7144             US 1.203629e+10
#> 63                     Richfield 55423-8500             US 1.612291e+10
#> 64                      Hercules 94547-1811             US 1.510725e+10
#> 65                   Minneapolis 55413-2610             US 1.612380e+10
#> 66                     Cambridge 02142-1031             US 1.781464e+10
#> 67                      New York 10055-0002             US 1.212811e+10
#> 68                      New York 10007-2163  United States 1.212495e+10
#> 69                       Chicago 60606-1596             US 1.312544e+10
#> 70                       Norwalk 06854-1631             US 1.203300e+10
#> 71                  Auburn Hills 48326-2872             US 1.248755e+10
#> 72                        Boston 02199-8101             US 1.617236e+10
#> 73                   Marlborough 01752-1291             US 1.508683e+10
#> 74                      New York 10016-8367             US 1.212546e+10
#> 75                      San Jose 95131-2313             US 1.408434e+10
#> 76                          <NA>       <NA>           <NA>           NA
#> 77                 Daytona Beach 32114-4318             US 1.386253e+10
#> 78                    Louisville 40210-1038             US 1.502585e+10
#> 79                  Eden Prairie 55347-5076             US 1.952938e+10
#> 80                      San Jose 95134-1931  United States 1.408943e+10
#> 81                          <NA>       <NA>           <NA>           NA
#> 82                       Houston 77046-1124             US 1.713354e+10
#> 83                        Camden      08103             US 1.856342e+10
#> 84                       Mc Lean 22102-3407             US 1.703720e+10
#> 85                        Dublin 43017-1091             US 1.614757e+10
#> 86                      Richmond 23238-1115             US 1.804747e+10
#> 87                         Miami 33178-2428  United States 1.305599e+10
#> 88            Palm Beach Gardens      33418             US 1.860729e+10
#> 89                          <NA>       <NA>           <NA>           NA
#> 90                     Deerfield 60015-4971             US 1.224551e+10
#> 91                       Chicago 60605-1023             US 1.312787e+10
#> 92                   Los Angeles 90071-2800             US 1.213613e+10
#> 93                          <NA>       <NA>           <NA>           NA
#> 94                        Irving 75039-5467             US 1.972443e+10
#> 95                      St Louis 63105-1807             US 1.314725e+10
#> 96                       Houston 77002-5230  United States 1.713207e+10
#> 97                   Minneapolis 55425-1361             US 1.952854e+10
#> 98                     Deerfield 60015-2542             US 1.847405e+10
#> 99                    Wilmington 01887-1096             US 1.781223e+10
#> 100                San Francisco 94105-1905             US 1.415668e+10
#> 101                     Stamford 06901-3512             US 1.203906e+10
#> 102                         <NA>       <NA>           <NA>           NA
#> 103          1430 Wynkoop Street     DENVER       COLORADO           NA
#> 104                      Zuerich       8001    Switzerland 4.143457e+10
#> 105                        Ewing 08628-3448  United States 1.609806e+10
#> 106                   Bloomfield 06002-2920             US 1.860227e+10
#> 107                    Fairfield 45014-5141             US 1.513870e+10
#> 108                         <NA>       <NA>           <NA>           NA
#> 109                         <NA>       <NA>           <NA>           NA
#> 110                     New York 10013-2375  United States 1.212559e+10
#> 111                         <NA>       <NA>           <NA>           NA
#> 112              Fort Lauderdale 33309-2009             US 1.954267e+10
#> 113                      Oakland 94612-1888             US 1.510272e+10
#> 114                      Chicago 60606-7431             US 1.312930e+10
#> 115                      Jackson 49201-2357             US 1.517788e+10
#> 116                      Atlanta 30313-2420             US 1.404676e+10
#> 117                      Teaneck 07666-6804             US 1.201801e+10
#> 118                     New York 10022-7402  United States 1.212310e+10
#> 119                 Philadelphia 19103-2838             US 1.215286e+10
#> 120                       Dallas 75201-4612             US 1.214463e+10
#> 121                      Chicago 60654-1103  United States 1.312550e+10
#> 122                      Houston 77079-2703             US 1.918662e+10
#> 123                     New York 10003-3502             US 1.800523e+10
#> 124                       Victor 14564-1061             US 1.585679e+10
#> 125                         <NA>       <NA>           <NA>           NA
#> 126                    San Ramon      94583  United States 1.925460e+10
#> 127                       Dallas 75254-1327             US 1.972392e+10
#> 128                      Corning 14831-0001             US 1.607975e+10
#> 129                   Wilmington 19805-1269             US 1.302485e+10
#> 130                     Issaquah 98027-8990  United States 1.425314e+10
#> 131                      Houston 77024-4152             US 1.281589e+10
#> 132                      Houston 77057-6801             US 1.713570e+10
#> 133                 Jacksonville 32202-4423             US 1.904359e+10
#> 134                     Columbus 47202-3005             US 1.812377e+10
#> 135                   Woonsocket 02895-6146             US 1.401765e+10
#> 136                    Arlington 76011-4310             US 1.817391e+10
#> 137                   Washington 20037-1731             US 1.202828e+10
#> 138                      Orlando 32837-4032             US 1.407245e+10
#> 139                       Denver 80202-5117             US 1.310536e+10
#> 140                       Moline 61265-8098             US 1.309766e+10
#> 141                      Atlanta 30354-1989             US 1.404715e+10
#> 142                         York 28277-3607  United States 1.844546e+10
#> 143                Oklahoma City 73102-5010             US 1.405553e+10
#> 144                    San Diego 92121-4356             US 1.858200e+10
#> 145                      Midland      79701             US 1.405464e+10
#> 146                San Francisco 94111-4188             US 1.415739e+10
#> 147                   Riverwoods 60015-3851             US 1.224405e+10
#> 148                    Englewood 80112-5905             US 1.303723e+10
#> 149                         <NA>       <NA>           <NA>           NA
#> 150               Goodlettsville 37072-2171             US 1.615855e+10
#> 151                   Chesapeake 23320-1604             US 1.757322e+10
#> 152                     Richmond 23219-4306             US 1.804819e+10
#> 153                         <NA>       <NA>           <NA>           NA
#> 154                Downers Grove 60515-5655             US 1.630541e+10
#> 155                      Midland 48642-4815             US 1.989636e+10
#> 156                      Detroit 48226-1221             US 1.313235e+10
#> 157                    Charlotte      28202             US 1.980374e+10
#> 158                         <NA>       <NA>           <NA>           NA
#> 159                   Wilmington 19805-1269             US 1.302774e+10
#> 160                    Palo Alto 94304-1112             US 1.650688e+10
#> 161                    Kingsport      37660  United States 1.423229e+10
#> 162                    Eaton Hse     DUBLIN        Ireland 3.531637e+10
#> 163                     San Jose 95125-5904             US 1.408377e+10
#> 164                   Saint Paul      55102             US 1.800233e+10
#> 165                     Rosemead 91770-0800             US 1.626302e+10
#> 166                       Irvine 92614-5688             US 1.949250e+10
#> 167                 Redwood City 94065-1175  United States 1.650628e+10
#> 168                 Indianapolis      46204             US 1.317489e+10
#> 169                 Indianapolis 46285-0001             US 1.317276e+10
#> 170                     St Louis 63136-8506             US 1.314553e+10
#> 171                      Fremont 94538-6517  United States 1.707763e+10
#> 172                  New Orleans 70113-3125             US 1.504576e+10
#> 173                      Houston 77002-2589             US 1.713652e+10
#> 174                      Newtown 18940-1873             US 1.267760e+10
#> 175                      Atlanta 30309-2402             US 1.404886e+10
#> 176                         <NA>       <NA>           <NA>           NA
#> 177                      Chicago      60606             US 1.312928e+10
#> 178                    San Mateo 94403-7107             US 1.650656e+10
#> 179                     New York 10153-0023  United States 1.212572e+10
#> 180                     Brooklyn 11201-1401             US 1.718856e+10
#> 181               P O Box Hm 845      HM 19        Bermuda 1.441295e+10
#> 182                  Kansas City 64105-2122  United States 1.816556e+10
#> 183                  Springfield 01104-1742  United States 1.860666e+10
#> 184                      Chicago 60680-5398  United States 1.312395e+10
#> 185                     Bellevue 98005-4425             US 1.425705e+10
#> 186                      Seattle 98104-1184             US 1.206674e+10
#> 187               Salt Lake City 84121-6928             US           NA
#> 188                       Irving 75039-2298             US 1.972941e+10
#> 189                         <NA>       <NA>           <NA>           NA
#> 190                      Norwalk      06850             US 1.203810e+10
#> 191                       Winona 55987-1500             US 1.507455e+10
#> 192                         <NA>       <NA>           <NA>           NA
#> 193                      Memphis 38120-4117             US 1.901819e+10
#> 194                   Cincinnati 45202-3102             US 1.513580e+10
#> 195                San Francisco 94111-5602             US           NA
#> 196                        Akron 44308-1890             US 1.330762e+10
#> 197                 Jacksonville 32204-2901  United States 1.904439e+10
#> 198                   Brookfield 53045-5815  United States 1.414880e+10
#> 199                      Atlanta      30305             US 1.800878e+10
#> 200                 Philadelphia 19104-5054  United States 1.215300e+10
#> 201                     Dearborn 48126-2701             US 1.313322e+10
#> 202                    Sunnyvale 94086-5205             US 1.408236e+10
#> 203                      Everett 98203-5829  United States 1.425446e+10
#> 204                    Deerfield 60015-5611             US 1.847484e+10
#> 205                     New York 10036-8701             US 1.212853e+10
#> 206                    San Mateo 94403-1906             US 1.650312e+10
#> 207                      Phoenix 85004-2121             US 1.602367e+10
#> 208                 Schaffhausen       8200    Switzerland 4.152630e+10
#> 209                     Stamford 06904-2212             US 1.203964e+10
#> 210                     Waukesha      53187             US 1.888436e+10
#> 211                       Reston 20190-5311             US 1.703876e+10
#> 212                       Boston      02210             US 1.617443e+10
#> 213                  Minneapolis      55426  United States 1.763765e+10
#> 214                      Detroit 48265-0001             US 1.313667e+10
#> 215                      Atlanta 30339-8580             US 1.678934e+10
#> 216                  Foster City 94404-1147             US 1.650574e+10
#> 217                     Mckinney 75070-5934  United States 1.972569e+10
#> 218                      Atlanta 30326-4334             US 1.770830e+10
#> 219                     New York 10282-2102  United States 1.212902e+10
#> 220                      Houston 77032-3219             US 1.281871e+10
#> 221                     Hartford 06155-0001             US 1.860548e+10
#> 222                    Pawtucket 02861-2539             US 1.401432e+10
#> 223                    Nashville 37203-6527             US 1.615345e+10
#> 224                       Irvine 92614-7230             US 1.949407e+10
#> 225                     Melville 11747-3834             US 1.631844e+10
#> 226                      Hershey      17033             US 1.717534e+10
#> 227                     New York 10036-2601             US 1.212998e+10
#> 228                     San Jose 95002-2563             US 1.650857e+10
#> 229                      Mc Lean 22102-3313             US 1.703883e+10
#> 230                  Marlborough 01752-3020             US 1.508263e+10
#> 231                      Atlanta 30339-6444             US 1.770434e+10
#> 232                    Charlotte 28202-1040  United States 1.704628e+10
#> 233                       Austin 55912-3680             US 1.507438e+10
#> 234                     Bethesda      20814             US 1.240744e+10
#> 235                   Pittsburgh 15212-5872             US 1.412553e+10
#> 236                    Palo Alto 94304-1126             US 1.650857e+10
#> 237                   Louisville 40202-2946  United States 1.502580e+10
#> 238                     Columbus 43287-0001             US 1.614480e+10
#> 239                 Newport News 23607-2734             US 1.757380e+10
#> 240                       Armonk 10504-1722             US 1.914499e+10
#> 241                  Lake Forest 60045-4862             US 1.847499e+10
#> 242                    Westbrook 04092-2041             US 1.207556e+10
#> 243                     Glenview 60025-4075             US 1.847725e+10
#> 244                    San Diego 92122-4616             US 1.858202e+10
#> 245                   Wilmington 19803-4404             US 1.302499e+10
#> 246                     Davidson      28036             US 1.414212e+10
#> 247                  Santa Clara 95054-1537             US 1.408766e+10
#> 248                      Atlanta 30328-5800             US 1.770857e+10
#> 249                      Memphis 38197-0100             US 1.901420e+10
#> 250                     New York 10022-4731             US 1.212704e+10
#> 251                     New York 10019-2929             US 1.212766e+10
#> 252                Mountain View 94043-1140             US 1.650945e+10
#> 253                    Sunnyvale 94086-5301             US 1.408523e+10
#> 254                      Atlanta 30309-2499  United States 1.404892e+10
#> 255                       Durham 27703-8426             US 1.919998e+10
#> 256                         <NA>       <NA>           <NA>           NA
#> 257                       Lowell 72745-0130             US 1.479820e+10
#> 258                       Monett 65708-0807             US 1.417236e+10
#> 259                       Dallas 75201-6823             US 1.214584e+10
#> 260                New Brunswick 08933-0001             US 1.732524e+10
#> 261                         Cork   T12 X8N6        Ireland 3.532142e+11
#> 262                     New York 10017-3217  United States 1.212271e+10
#> 263                    Sunnyvale 94089-1228             US 1.408745e+10
#> 264                 Battle Creek 49016-3599  United States 1.269961e+10
#> 265                   Burlington 01803-4903  United States 1.781419e+10
#> 266                    Cleveland 44114-1306             US 1.216690e+10
#> 267                   Santa Rosa 95403-1738             US 1.877424e+10
#> 268                       Irving 75038-6507  United States 1.972281e+10
#> 269                      Jericho      11753             US 1.516870e+10
#> 270                      Houston 77002-5089  United States 1.713370e+10
#> 271                     Milpitas 95035-7916             US 1.408875e+10
#> 272                         <NA>       <NA>           <NA>           NA
#> 273                   Cincinnati 45202-1141             US 1.513762e+10
#> 274                    Melbourne 32919-0001             US 1.321728e+10
#> 275                   Burlington 27215-5837             US 1.336229e+10
#> 276                      Fremont 94538-6401             US 1.510659e+10
#> 277                        Eagle 83616-4979             US 1.208938e+10
#> 278                    Las Vegas 89109-8941             US 1.702414e+10
#> 279                       Reston      20190             US 1.571527e+10
#> 280                        Miami 33172-3139             US 1.305559e+10
#> 281                       Radnor 19087-5252  United States 1.484583e+10
#> 282                    Guildford    GU2 7XY United Kingdom 4.414832e+11
#> 283                Beverly Hills 90210-3624             US 1.310868e+10
#> 284                      Chicago 60661-2506             US 1.312621e+10
#> 285                     Bethesda 20817-1803             US 1.301898e+10
#> 286                     New York 10065-8087  United States 1.212521e+10
#> 287                  Mooresville 28117-8520             US 1.704758e+10
#> 288                       Monroe 71203-2041             US 1.318389e+10
#> 289    4th Floor One Vine Street     W1J0AH United Kingdom 4.420722e+11
#> 290                      Buffalo 14203-2309             US 1.716843e+10
#> 291                         <NA>       <NA>           <NA>           NA
#> 292                      Findlay 45840-3229  United States 1.419421e+10
#> 293                     New York 10001-2163             US 1.212832e+10
#> 294                     Bethesda 20817-1102             US 1.301380e+10
#> 295                     New York 10036-2708             US 1.212346e+10
#> 296                      Raleigh 27607-3033  United States 1.919781e+10
#> 297                      Livonia      48152             US 1.313275e+10
#> 298                     Purchase 10577-2405             US 1.914249e+10
#> 299                       Dallas      75231             US 1.214577e+10
#> 300                  Hunt Valley      21031             US 1.410772e+10
#> 301                      Chicago 60607-2104             US 1.630623e+10
#> 302                       Irving 75039-2402             US 1.972446e+10
#> 303           Hatch Street Lower     DUBLIN        Ireland 1.135314e+12
#> 304                   Kenilworth 07033-1310             US 1.908740e+10
#> 305                   Menlo Park 94025-1452  United States 1.650619e+10
#> 306                     New York 10166-0005             US 1.212579e+10
#> 307                     Columbus 43240-4035             US 1.614438e+10
#> 308                    Las Vegas 89109-4303             US 1.702694e+10
#> 309                     Chandler 85224-6199             US 1.480793e+10
#> 310                        Boise 83716-9632             US 1.208368e+10
#> 311                      Redmond 98052-6399             US 1.425883e+10
#> 312                   Germantown 38138-0612             US 1.866620e+10
#> 313                    Cambridge 02139-3578             US 1.617715e+10
#> 314                      Calhoun 30701-3030             US 1.706624e+10
#> 315                   Long Beach 90802-4317             US 1.562435e+10
#> 316                       Golden      80401             US 1.303280e+10
#> 317                      Chicago      60607             US 1.847943e+10
#> 318                     Kirkland 98033-7350             US 1.425297e+10
#> 319                       Corona 92879-7101             US 1.951740e+10
#> 320                     New York 10007-2140             US 1.212553e+10
#> 321                     New York 10036-8200  United States 1.212761e+10
#> 322                        Tampa 33602-3650             US 1.813775e+10
#> 323                      Chicago 60661-3671             US 1.847576e+10
#> 324                     New York      10007  United States 1.212804e+10
#> 325                     New York      10036  United States 1.212402e+10
#> 326                    Sunnyvale 94089-1114             US 1.408823e+10
#> 327                    Los Gatos 95032-1815             US 1.408540e+10
#> 328                      Atlanta 30328-1606             US 1.800424e+10
#> 329            Greenwood Village      80111             US 1.303864e+10
#> 330                     New York 10036-8701  United States 1.212416e+10
#> 331                         <NA>       <NA>           <NA>           NA
#> 332                     New York 10004-2434             US 1.646654e+10
#> 333                    Beaverton 97005-6453             US 1.503671e+10
#> 334                         <NA>       <NA>  United States           NA
#> 335                     Westlake 44145-1148             US 1.440892e+10
#> 336                      Norfolk 23510-2108             US 1.757629e+10
#> 337                      Chicago 60603-1008             US 1.312631e+10
#> 338                 Falls Church 22042-4511             US 1.703280e+10
#> 339                        Tempe 85281-9124             US 1.650527e+10
#> 340                         <NA>       <NA>           <NA>           NA
#> 341                    Princeton 08540-6023             US 1.609524e+10
#> 342                    Charlotte 28211-3465             US 1.704367e+10
#> 343                  Santa Clara 95051-0952             US 1.408486e+10
#> 344                       Reston 20190-4792             US 1.703956e+10
#> 345                    Eindhoven    5656 AG    Netherlands 3.140273e+10
#> 346                  Springfield 65802-2210             US 1.417830e+10
#> 347                      Houston 77046-0521             US 1.713216e+10
#> 348                  Thomasville 27360-8923             US 1.336890e+10
#> 349                     New York 10022-7001             US 1.212415e+10
#> 350                      Phoenix 85008-4229             US 1.602245e+10
#> 351                        Tulsa 74103-4279             US 1.918589e+10
#> 352                 Redwood City 94065-1677             US 1.650507e+10
#> 353                   Kenilworth      07033  United States 1.908740e+10
#> 354                   Farmington      06032             US 1.860218e+10
#> 355                     Bellevue      98004             US 1.425469e+10
#> 356                  Lake Forest 60045-4824             US 1.847482e+10
#> 357                     New York      10036  United States 1.212259e+10
#> 358                    Cleveland 44124-4186             US 1.216896e+10
#> 359                    Rochester 14625-0397             US 1.585386e+10
#> 360                Oklahoma City 73142-1404  United States 1.405723e+10
#> 361                     San Jose 95131-2021             US 1.408967e+10
#> 362                         <NA>       <NA>           <NA>           NA
#> 363                   Twickenham    TW1 3QS United Kingdom 4.476355e+11
#> 364                     Purchase 10577-1401             US 1.914253e+10
#> 365                       Boston 02110-1727             US 1.781664e+10
#> 366                     New York 10017-5703             US 1.212573e+10
#> 367                     New York 10017-5577             US 1.917663e+10
#> 368                      Houston 77042-2862             US 1.281294e+10
#> 369                      Phoenix 85004-3902  United States 1.602250e+10
#> 370                       Irving      75038             US 1.972445e+10
#> 371                   Pittsburgh 15222-2401             US 1.888762e+10
#> 372                    Covington 70433-5005             US 1.985893e+10
#> 373                   Pittsburgh 15272-0001             US 1.412434e+10
#> 374                    Allentown 18101-1139             US 1.610775e+10
#> 375                   Des Moines 50392-0001             US 1.515248e+10
#> 376                   Cincinnati 45202-3315             US 1.513983e+10
#> 377             Mayfield Village 44143-2109             US 1.440462e+10
#> 378                San Francisco      94111             US 1.415395e+10
#> 379                       Newark 07102-3714  United States 1.973803e+10
#> 380                       Newark 07102-4194             US 1.973431e+10
#> 381                       Boston 02210-2050             US 1.781370e+10
#> 382                     Glendale 91201-2349             US 1.818245e+10
#> 383                         <NA>       <NA>           <NA>           NA
#> 384                     New York 10016-3903             US 1.212381e+10
#> 385                   Greensboro 27409-9421  United States 1.336664e+10
#> 386                      Houston 77056-6175             US 1.713630e+10
#> 387                    San Diego 92121-1714             US 1.858587e+10
#> 388                     Secaucus 07094-3619             US 1.973520e+10
#> 389                     New York 10022-1029             US 1.212319e+10
#> 390                St Petersburg 33716-1102             US 1.727567e+10
#> 391                      Waltham      02451             US 1.860729e+10
#> 392                    San Diego 92130-2544             US 1.858284e+10
#> 393                 Jacksonville 32202-5005             US 1.904599e+10
#> 394                    Tarrytown 10591-6717  United States 1.914848e+10
#> 395                   Birmingham 35203-2610  United States 1.800734e+10
#> 396                      Phoenix 85054-6164             US 1.480627e+10
#> 397                    San Diego 92123-1438             US 1.858746e+10
#> 398                   Menlo Park 94025-7072             US 1.650235e+10
#> 399                    Milwaukee 53204-2410             US 1.414382e+10
#> 400                      Atlanta 30324-4135             US 1.404888e+10
#> 401                     Sarasota 34240-8473             US 1.941556e+10
#> 402                       Dublin 94568-7579             US 1.925965e+10
#> 403                        Miami 33132-2028  United States 1.305540e+10
#> 404                     New York 10041-0004             US 1.212438e+10
#> 405                San Francisco 94105-2533             US 1.415902e+10
#> 406                   Boca Raton 33487-1310             US 1.561227e+10
#> 407                      Houston 77056-2790             US 1.713513e+10
#> 408                         <NA>       <NA>           <NA>           NA
#> 409                    Charlotte 28208-6899             US 1.980221e+10
#> 410                    San Diego 92101-7123  United States 1.619696e+10
#> 411                  Santa Clara 95054-3311             US 1.408502e+10
#> 412                    Cleveland 44115-1093             US 1.216566e+10
#> 413                     New York 10017-2413             US 1.646822e+10
#> 414                 Indianapolis 46204-3438             US 1.317636e+10
#> 415                       Irvine      92617  United States 1.949231e+10
#> 416                     Orrville 44667-1241             US 1.330682e+10
#> 417                      Kenosha 53143-5656             US 1.262657e+10
#> 418        1 Hamada St Pob 12001    4672505         Israel 9.729958e+10
#> 419                      Atlanta 30308-3003  United States 1.404506e+10
#> 420                       Dallas 75235-1611             US 1.214792e+10
#> 421                  New Britain 06053-1675  United States 1.860226e+10
#> 422                      Seattle 98134-1436             US 1.206447e+10
#> 423                       Boston 02110-1727             US 1.617786e+10
#> 424                    Leicester   DE21 6LY United Kingdom 4.403543e+09
#> 425                      Portage 49002-1802             US 1.269389e+10
#> 426                  Santa Clara      95054  United States 1.408655e+10
#> 427                     Stamford 06902-1250             US 1.203586e+10
#> 428                Mountain View 94043-4010             US 1.650584e+10
#> 429                      Houston 77077-2025             US 1.281584e+10
#> 430                     Bellevue 98006-1350             US 1.800319e+10
#> 431                     New York 10036-4011             US 1.646536e+10
#> 432                     New York      10001             US 1.212947e+10
#> 433                  Minneapolis 55403-2542             US 1.612305e+10
#> 434                 Schaffhausen       8200    Switzerland 4.152634e+10
#> 435                Thousand Oaks 91360-2362             US 1.805373e+10
#> 436                        Wayne 19087-1601             US 1.610226e+10
#> 437                North Reading 01864-2634             US 1.978370e+10
#> 438                    Palo Alto 94304-1317             US 1.650682e+10
#> 439                       Dallas 75243-0592             US 1.972995e+10
#> 440                   Providence 02903-2525             US 1.401421e+10
#> 441                      Waltham 02451-7551             US 1.781622e+10
#> 442                   Framingham 01701-4666             US 1.508390e+10
#> 443                    Brentwood 37027-7536             US 1.615440e+10
#> 444 Airside Business Park Swords     DUBLIN        Ireland 1.732653e+10
#> 445                         <NA>       <NA>           <NA>           NA
#> 446                   Saint Paul 55102-1309             US 1.651311e+10
#> 447                    Sunnyvale 94085-3913             US 1.408482e+10
#> 448                    Charlotte      28202             US 1.336733e+10
#> 449                San Francisco 94103-1337             US 1.415223e+10
#> 450                         <NA>       <NA>           <NA>           NA
#> 451                   Springdale 72762-6901  United States 1.479290e+10
#> 452                  Minneapolis 55402-7000             US 1.651466e+10
#> 453              Highlands Ranch 80129-1540             US 1.720284e+10
#> 454                  Bolingbrook 60440-4708             US 1.630410e+10
#> 455                        Omaha 68179-1001  United States 1.402545e+10
#> 456                      Chicago      60606             US 1.872825e+10
#> 457                      Atlanta      30328             US 1.404829e+10
#> 458                     Stamford 06902-6740             US 1.203622e+10
#> 459                      Hopkins 55343-9664             US 1.952936e+10
#> 460              King Of Prussia 19406-3121             US 1.610768e+10
#> 461                  San Antonio 78269-6000             US 1.210345e+10
#> 462                      Chicago 60654-4708             US 1.312660e+10
#> 463                       Reston 20190-5684             US 1.703948e+10
#> 464                  Jersey City 07310-1607             US 1.201469e+10
#> 465                     New York 10036-6797             US 1.212395e+10
#> 466                       Boston 02210-1862             US 1.617342e+10
#> 467                       Denver      80202             US 1.720778e+10
#> 468                         <NA>       <NA>           <NA>           NA
#> 469                     New York      10022             US 1.646949e+10
#> 470                San Francisco 94128-8999             US 1.650432e+10
#> 471                         <NA>       <NA>           <NA>           NA
#> 472                   Birmingham 35242-2545             US 1.205298e+10
#> 473                   Pittsburgh 15212-5862             US 1.412825e+10
#> 474                    Deerfield 60015-5145  United States 1.847315e+10
#> 475                  Bentonville 72716-6209             US 1.479273e+10
#> 476                Silver Spring      20910             US 1.240662e+10
#> 477                      Houston 77002-6706             US 1.713513e+10
#> 478                      Milford 01757-3604             US 1.508478e+10
#> 479                    Milwaukee 53201-1331             US 1.414221e+10
#> 480                San Francisco 94104-1207             US 1.612667e+10
#> 481                         <NA>       <NA>           <NA>           NA
#> 482                        Exton 19341-1147             US 1.610594e+10
#> 483                     San Jose 95119-1003             US 1.949673e+10
#> 484                      Atlanta 30328-5606             US 1.770448e+10
#> 485                      Seattle 98104-3120             US 1.206539e+10
#> 486                Benton Harbor 49022-2692             US 1.269924e+10
#> 487                        Tulsa      74172             US 1.918573e+10
#> 488               51 Lime Street   EC3M 7DQ United Kingdom 4.420312e+11
#> 489                  Lake Forest 60045-5202             US 1.847535e+10
#> 490                         <NA>       <NA>           <NA>           NA
#> 491                  Minneapolis 55401-1927  United States 1.612331e+10
#> 492                    Rye Brook 10573-1058             US 1.914304e+10
#> 493                   Louisville 40213-1914             US 1.502875e+10
#> 494                 Lincolnshire 60069-4302             US 1.847635e+10
#> 495                       Warsaw 46580-2746             US 1.574268e+10
#> 496               Salt Lake City      84133             US 1.801845e+10
#> 497                   Parsippany 07054-3825             US 1.973823e+10
#>     capital_expenditures  cash_change   cash_flow cash_flow_financing
#> 1             -384000000   2984000000  1127000000         -1048000000
#> 2              -17800000    459400000    37900000          -123100000
#> 3             -379000000   9290000000  2410000000          -813000000
#> 4             -143000000   9961000000  5005000000         -2679000000
#> 5               -6783000    844321000    68103000           -23936000
#> 6             -194616000   6707890000  3064655000         -1103439000
#> 7              -37000000  10483000000   198000000          -370000000
#> 8             -283000000    906000000   531000000         -1827000000
#> 9             -126000000   5299000000  2040000000         -1250000000
#> 10            -144300000   1436300000   912900000         -8725300000
#> 11             -96358000    240551000   363483000          -191825000
#> 12            -893000000   1670000000   408000000          1106000000
#> 13                     0   5173000000   510000000          -907000000
#> 14             -64000000   1207000000   283000000          -123000000
#> 15            -705500000   3315000000   908200000           -26500000
#> 16            -118167000    690689000   341431000          -165908000
#> 17            -344000000   3425000000   948000000           -38000000
#> 18            -270909000    930596000  -145865000           918910000
#> 19            -711225000    420258000   339034000           -83670000
#> 20             -76020000    899639000   127045000          -200654000
#> 21             -15900000    919600000    88600000           553300000
#> 22            -263000000     19000000    49000000            47000000
#> 23             -98000000    766000000  1673000000          -918000000
#> 24           -6828000000 124997000000 19422000000        -17817000000
#> 25             -38000000   2567000000  -514000000         -2141000000
#> 26          -18593000000  60710000000  1962000000         10092000000
#> 27            -154000000    775000000   937000000          -943000000
#> 28            -132000000   5992000000  1038000000           114000000
#> 29            -770000000      7000000   484000000           295000000
#> 30            -598000000  12522000000  1739000000          -785000000
#> 31           -1488100000    767300000  1368500000          -167000000
#> 32            -452000000   3304000000  4259000000          6685000000
#> 33                     0   2378000000   574000000         -2198000000
#> 34            -370100000   2066700000   915300000          -504500000
#> 35            -571000000     71000000    42000000           794000000
#> 36             -40000000   7561000000  1409000000          2089000000
#> 37            -113389000   3034233000   408622000          -694732000
#> 38             -26151000    348653000   235896000          -182950000
#> 39            -246000000   7183000000  1930000000         -1062000000
#> 40             -91100000   1334400000   542500000          -287900000
#> 41            -164884000   1524960000  1247846000         -1318406000
#> 42              -4997000    517635000   118944000            -2956000
#> 43            -382000000    282000000  1535000000         -1037000000
#> 44           -2102000000  48231000000 22892000000        -27445000000
#> 45            -210000000   3548000000  1469000000         -1228000000
#> 46            -247000000   4670000000    95000000           -17000000
#> 47              -8868000   2901902000   101097000          -485890000
#> 48             -53400000    523600000   333700000           199800000
#> 49             -46200000   1182000000   173000000          -347400000
#> 50           -4728000000   4018000000  9638000000        -73715000000
#> 51            -536010000    328075000   288832000           -10652000
#> 52             -16000000   1585000000   434000000          -460000000
#> 53            -161207000    320971000   843368000          -670923000
#> 54             -38077000    152522000   296368000          -227280000
#> 55             -61400000    164800000   268200000          -182600000
#> 56            -226000000   2928000000   321000000          -399000000
#> 57            -457000000    480000000   406000000           119000000
#> 58                     0  29497000000 -5049000000        -84651000000
#> 59             -88000000    651000000    66000000         -1306000000
#> 60            -171000000   1852000000   274000000          -469000000
#> 61            -243000000   2572000000   381000000          -991000000
#> 62             -12914000   1316603000   527971000              636000
#> 63            -215000000    640000000 -1384000000          -650000000
#> 64             -14263000   1967659000    50200000          -121326000
#> 65             -13570000    247029000   102717000           -65728000
#> 66             -38800000   4797900000   736500000          -471500000
#> 67            -116000000   6481000000  1645000000         -1921000000
#> 68            -600000000   5185000000  4990000000        -14538000000
#> 69            -263000000  11448000000    81000000          -602000000
#> 70             -86000000  11841000000  2684000000         -1238000000
#> 71            -154000000   1390000000   216000000          -153000000
#> 72            -216012000    456491000   397149000           452193000
#> 73            -105000000    276000000   306000000          -342000000
#> 74            -272000000  13266000000  2261000000         -3520000000
#> 75             -85000000   9005000000  4243000000         -5147000000
#> 76             -18700000    224700000   457300000          -474500000
#> 77              -8300000   2398400000   242600000           767500000
#> 78             -73000000    868000000   253000000          -108000000
#> 79             -43174000    238925000   265257000          -278947000
#> 80             -24072000   1029544000   324541000          -352683000
#> 81            -261000000    997000000   362000000          -114000000
#> 82            -160457000     72095000   208347000           -59589000
#> 83             -50000000    196000000   335000000          -453000000
#> 84            -193000000   4825000000  2954000000          6486000000
#> 85            -164000000   4717000000  2992000000          -415000000
#> 86             -94808000     95313000   530952000          -454957000
#> 87            -491000000   7205000000     5000000           733000000
#> 88             -66000000   3017000000    32000000          -414000000
#> 89            -148000000    880000000   138000000            -3000000
#> 90            -595000000   6014000000  2233000000         -2176000000
#> 91             -11400000    464200000  -634400000           289300000
#> 92             -54666000   1192783000   454423000          -551487000
#> 93             -22300000    541600000   380300000          -166800000
#> 94            -124000000    790000000   495000000          -159000000
#> 95            -282000000  13435000000  3354000000          -486000000
#> 96           -1034000000   1213000000   398000000          1024000000
#> 97             -22300000    371200000    33200000         -1891200000
#> 98             -66000000   2370000000   889000000         -1065000000
#> 99             -82852000    201333000   149474000           271436000
#> 100           -241000000  64550000000 -7943000000        -27979000000
#> 101          -2193000000    483000000  3734000000         -3387000000
#> 102          -3184000000  12370000000 13782000000         -8138000000
#> 103           -100333000    761617000   286786000          -264925000
#> 104                    0   7122000000  2720000000           583000000
#> 105            -23200000    639700000   157600000           334800000
#> 106           -324000000   4421000000  1244000000          -916000000
#> 107             -4000000   1098000000   557000000          -284000000
#> 108            -74821000     90471000   550570000          -459369000
#> 109           -106000000  20108000000  3661000000         -4097000000
#> 110          -1236000000  24902000000 10275000000         12091000000
#> 111             -5000000   1456000000 -1876000000          7902000000
#> 112            -16682000    872799000   171482000           -34370000
#> 113            -79000000    183000000   335000000          -326000000
#> 114            -17900000   1974600000   617600000        -29672700000
#> 115           -568000000     77000000   352000000          -130000000
#> 116           -270000000  11619000000  3923000000          -975000000
#> 117            -43000000   2320000000   528000000          -450000000
#> 118           -178000000    858000000   528000000          -181000000
#> 119          -3177000000   6822000000  6326000000         -4147000000
#> 120            -24000000   1631000000   358000000         -1333000000
#> 121           -100200000     83300000   424700000          -331000000
#> 122          -1968000000   8181000000  7914000000         -5078000000
#> 123          -1089000000   1127000000  1484000000           725000000
#> 124           -196600000    101800000   758200000          -627200000
#> 125           -390000000    806000000   -88000000          -985000000
#> 126            -43400000    399200000   131800000             2900000
#> 127            -78610000   1454818000   417306000             2484000
#> 128           -353000000   1629000000   758000000          -803000000
#> 129           -139000000   2655000000  1109000000          -608000000
#> 130           -854000000  11831000000  1227000000          -676000000
#> 131           -474000000   1059000000   879000000          -795000000
#> 132           -303000000    281000000   779000000          -495000000
#> 133           -480000000    812000000  1231000000         -1792000000
#> 134           -160000000   2998000000   599000000           106000000
#> 135           -408000000  14993000000  5443000000         -2461000000
#> 136            -35500000   1655700000   271800000            27600000
#> 137           -296000000   3984000000  2000000000         -1160000000
#> 138           -108600000    287500000   348100000          -374300000
#> 139           -142353000    363094000   188121000          -103394000
#> 140           -766000000   4560000000   791000000          1191000000
#> 141           -958000000  10770000000  2535000000          -966000000
#> 142            -41000000    339000000   222000000          -122000000
#> 143           -673000000   3457000000  2678000000         -1171000000
#> 144            -91500000   2754800000   172800000            -4300000
#> 145           -468000000     43000000  1707000000         -1299000000
#> 146           -548293000     99226000   505893000           154795000
#> 147            -48000000  11439000000  1612000000          6010000000
#> 148           -656807000   2754159000   760953000          -344478000
#> 149          -1735000000  12959000000  1922000000          -150000000
#> 150           -377204000    326263000   498500000          -132076000
#> 151           -276200000    688900000   -17900000          -234200000
#> 152          -1597000000    272000000   236000000          3151000000
#> 153            -20210000    114353000    74626000          -104624000
#> 154            -50196000    515371000   178773000           120469000
#> 155           -501000000   2367000000  1854000000         -2079000000
#> 156           -767000000     67000000   328000000           384000000
#> 157          -2566000000    428000000  2240000000           172000000
#> 158           -210644000     44195000   185778000           211651000
#> 159           -135000000   1439000000    86000000          -416000000
#> 160           -175000000   2209000000   163000000          -394000000
#> 161           -139000000    456000000   245000000         -1139000000
#> 162           -139000000    623000000   339000000          -160000000
#> 163           -111000000   3225000000   228000000         -2230000000
#> 164           -168800000    124900000   322400000          -122900000
#> 165          -1501000000    122000000   446000000           914000000
#> 166            -43100000   1515800000   332200000          -308100000
#> 167            -59000000   2416000000   -78000000          -476000000
#> 168           -295000000   6456000000  2452000000          -127000000
#> 169           -371000000   2736700000   820700000          -123700000
#> 170           -110000000   2529000000   740000000            58000000
#> 171             -8691000   1247801000   200650000            -1280000
#> 172          -1324167000    579889000   277997000          1273064000
#> 173          -1424000000   3073000000  2048000000         -1497000000
#> 174            -18152000   1353616000    77515000            -1030000
#> 175           -158900000    223600000   275300000          -179300000
#> 176           -484830000   1891311000   801581000           862293000
#> 177            -79265000     45010000   322818000          -467569000
#> 178            -43801000    192269000   194402000          -250425000
#> 179           -382000000   3957000000  1071000000          -520000000
#> 180             -7983000   1006690000   125754000           -94362000
#> 181                    0   2116049000   715467000           -66027000
#> 182           -591700000     22400000   323800000           274000000
#> 183           -784487000     29540000   469879000           463016000
#> 184          -1585000000    816000000  1458000000         -1093000000
#> 185           -159000000   5594000000  1628000000         -1024000000
#> 186            -38158000   1976971000   558646000          -636491000
#> 187            -16067000     58729000   352922000            93234000
#> 188          -3837000000  18861000000 19963000000         -8671000000
#> 189             -9325000    738341000    71401000          -222038000
#> 190            -15404000    560546000   191972000          1514973000
#> 191            -47500000    247900000   151200000           -85900000
#> 192           -113899000    177591000   118827000           -95990000
#> 193          -2384000000   6897000000  3502000000          -211000000
#> 194            -80000000   3437000000   958000000         -2814000000
#> 195            -49000000   6237000000   106000000         10241000000
#> 196           -627000000    478000000   928000000           -17000000
#> 197           -340000000   1688000000  1024000000          -517000000
#> 198           -387000000    883000000   990000000           323000000
#> 199            -35242000   1423060000   154106000           172213000
#> 200            -23400000    591500000   195900000            70200000
#> 201          -1699000000  34514000000  2947000000         -4579000000
#> 202            -39900000   1754900000   323400000          -830300000
#> 203            -18300000    682900000   294400000          -250300000
#> 204            -54800000    360600000   225000000          -176100000
#> 205           -116000000   5200000000   933000000          -240000000
#> 206            -13100000   4478700000   819800000           213300000
#> 207           -863000000   9492000000  1621000000           352000000
#> 208            -75423000   1614020000    79842000          -133718000
#> 209            -21092000    360473000   415607000          -475096000
#> 210            -18303000    467140000    23835000           270766000
#> 211           -224000000   2223000000   659000000         -1146000000
#> 212           -345000000  19935000000   546000000         -1681000000
#> 213           -218100000    819200000  1088000000         -1105700000
#> 214          -5381000000  26834000000  3125000000          1090000000
#> 215            -74931000    519131000   392177000          -329453000
#> 216           -143000000   5663000000  1802000000         -1003000000
#> 217             -6646000    172257000   296257000          -122804000
#> 218           -167925000   1933309000   568133000          -366316000
#> 219          -1051000000 288606000000 38474000000         14456000000
#> 220           -221000000   2226000000   376000000           -75000000
#> 221            -46000000    258000000   974000000         -1187000000
#> 222            -46600000    628200000    13100000          -242400000
#> 223          -1080000000    858000000  1630000000         -1926000000
#> 224           -216025000     73013000   255485000           -53571000
#> 225            -24000000    108000000   157000000          -133000000
#> 226            -99897000    339722000   457306000          -291951000
#> 227           -663000000   2159000000  1509000000           -61000000
#> 228           -725000000   3027000000   379000000          -615000000
#> 229            -22000000   1175000000   333000000          -512000000
#> 230            -14700000   2375300000   330700000          -240200000
#> 231           -743000000   1259000000  3393000000         -4219000000
#> 232           -158000000   8659000000   789000000         -2113000000
#> 233            -78466000    885197000   193355000           -79982000
#> 234           -118000000    699000000   447000000           -22000000
#> 235            -44000000    537000000   158000000          -137000000
#> 236           -179000000   4477000000   508000000           757000000
#> 237           -279000000   5153000000   959000000           419000000
#> 238            -50000000   1793000000   975000000          2259000000
#> 239            -59000000    375000000   267000000          -164000000
#> 240           -511000000  14177000000  1321000000         -4196000000
#> 241            -15600000    557800000   112300000          -125800000
#> 242            -30086000    114362000    65850000           -91907000
#> 243            -81000000    879000000   501000000          -795000000
#> 244            -71000000   1327000000   125000000            -5000000
#> 245            -11743000   2722425000   174157000            15901000
#> 246            -21400000   1309200000   186100000          -798700000
#> 247          -7242000000  27044000000   809000000         -2802000000
#> 248           -101000000    830000000   969000000          5560000000
#> 249           -186000000    977000000   390000000          -643000000
#> 250            -41600000   1983400000   -90800000          -233000000
#> 251           -104000000    569000000   -96000000           282000000
#> 252            -61000000   3904000000  3320000000          -443000000
#> 253           -130500000   4446000000   446700000          -482100000
#> 254            -33200000    936800000   123100000          -477700000
#> 255           -161000000   1428000000   329000000           -29000000
#> 256           -169318000    144746000   291418000          -229553000
#> 257           -358404000    123841000   492742000          -204462000
#> 258            -46327000     48787000   203234000          -142924000
#> 259            -31830000   1102284000  -249087000           226684000
#> 260           -863000000  32568000000  5581000000         -2261000000
#> 261           -170000000   1506000000   487000000          -415000000
#> 262                    0  27215000000 66018000000        -83802000000
#> 263            -24500000   1016100000  -266900000          -166800000
#> 264           -129000000    323000000   478000000          -212000000
#> 265            -77000000    552000000   676000000          -577000000
#> 266            -24000000    678000000   -78000000          6223000000
#> 267            -53000000   1886000000   298000000          -280000000
#> 268           -217000000    311000000   740000000          -753000000
#> 269            -60134000   1370504000   247782000          -201782000
#> 270           -372000000    100000000  1564000000         -1194000000
#> 271            -73160000   2708008000   819229000          -603726000
#> 272           -221000000   1518000000   302000000         -1237000000
#> 273           -745000000   1382000000  1102000000          -818000000
#> 274            -62000000    420000000   749000000          -661000000
#> 275           -143300000   1068800000   572500000          -479700000
#> 276           -125746000   3657732000   443934000         -1023534000
#> 277            -79400000    525000000   244100000           -61200000
#> 278           -289000000   6452000000  -190000000           514000000
#> 279            -21000000    339000000    40000000             6000000
#> 280             -5086000   1516744000   124841000          -132230000
#> 281                    0   1567000000  1955000000          2260000000
#> 282           -826000000   3655000000  2133000000         -2003000000
#> 283            -73882000   5860435000   349138000           -62594000
#> 284            -40000000    265000000   328000000          -707000000
#> 285           -304000000   1775000000  1331000000         -1107000000
#> 286           -191000000    951000000  1023000000          -262000000
#> 287           -344000000   1932000000  3035000000         -4568000000
#> 288           -761000000    360000000  1396000000          -713000000
#> 289           -532000000   1057000000  1599000000         -1679000000
#> 290            -59832000   1688274000  1187369000        -10753539000
#> 291           -355000000   1162000000  1678000000          -846000000
#> 292           -498000000  13319000000  6952000000         -3932000000
#> 293            -10421000    290544000    93637000          -100581000
#> 294            -70000000    546000000   650000000         -1082000000
#> 295           -117000000    909000000  1282000000          -357000000
#> 296            -80900000    772100000   116300000           -90300000
#> 297            -43000000    440000000   401000000          -381000000
#> 298           -187000000   6359000000  2457000000         -2821000000
#> 299             -9648000    472926000  -212553000          -218755000
#> 300            -57900000    325800000   136500000           -86100000
#> 301           -437900000   1872500000   618100000          -686700000
#> 302           -100000000   2233000000  -941000000         -1181000000
#> 303           -389000000  10573000000  2057000000         -1949000000
#> 304          -1129000000  10128000000  4302000000         -1777000000
#> 305          -7572000000  40489000000 12196000000         -6563000000
#> 306                    0  20548000000  4438000000         -9133000000
#> 307            -43240000    109449000   219156000          -188844000
#> 308           -135261000   5784173000   512231000          -373844000
#> 309           -121900000    379100000   840400000          -626900000
#> 310          -2578000000  10227000000  3838000000         -1161000000
#> 311          -6871000000 104757000000 24629000000        -13269000000
#> 312           -106643000     60568000   284284000          -160943000
#> 313            -87000000   7897000000   304000000         -1327000000
#> 314           -150571000    488986000   147707000           -51805000
#> 315            -27000000   4312000000   368000000          -191000000
#> 316           -144900000    442100000   786100000          -542300000
#> 317           -218000000   1924000000   836000000         -1236000000
#> 318            -11844000    811879000   105237000           -36118000
#> 319            -79410000   2469831000   131014000          -264730000
#> 320            -74000000   1703000000   291000000          -360000000
#> 321           -799000000 131286000000 14913000000         -7985000000
#> 322           -262600000    839100000  1585100000         -1331200000
#> 323            -59000000    717000000    10000000            13000000
#> 324            -19098000    842300000   212689000           -16819000
#> 325            -42000000    454000000   375000000          2335000000
#> 326            -68000000   4140000000   411000000          -366000000
#> 327            -90018000   5819449000   102750000            11250000
#> 328            -70000000    323000000  -178000000           208000000
#> 329           -519000000   4358000000  1043000000          -522000000
#> 330           -184000000   1822000000   324000000           230000000
#> 331          -2225000000   2861000000  2831000000          3542000000
#> 332            -73000000    621000000   265000000           -38000000
#> 333           -242000000  12997000000  1151000000         -1380000000
#> 334           -466900000     77800000   327400000           222400000
#> 335            -12285000    120892000    96414000          -131033000
#> 336           -448000000   1259000000  1017000000          -950000000
#> 337           -168200000   5119800000 -1610800000        -11743800000
#> 338           -263000000   1169000000  -197000000          -589000000
#> 339             -2000000   1291000000   215000000          -807000000
#> 340           -161019000   1903238000   262186000          -335066000
#> 341            -90000000    580000000  1513000000           127000000
#> 342           -521113000   2365995000  2261573000          -425033000
#> 343           -361000000  20338000000  1731000000         -2446000000
#> 344             -4695000   1499603000   137880000          -787701000
#> 345           -297000000   3545000000   819000000           342000000
#> 346           -124931000    253904000   702087000          -519870000
#> 347           -972000000   1362000000  5329000000         -4586000000
#> 348           -229350000    420525000   427328000          -327522000
#> 349            -19300000   3325000000  -195400000          -305500000
#> 350           -218100000   1791600000   420800000          -103100000
#> 351           -302332000    135774000   787373000          -367127000
#> 352          -1423000000  21902000000  3985000000         -4026000000
#> 353            -45000000    545000000   151000000          -183000000
#> 354            -27000000   1218000000   353000000         -2114000000
#> 355           -370700000   4790500000   638200000          -189600000
#> 356           -184500000    749600000   319000000          -103400000
#> 357            -99000000   4037000000   194000000         -1227000000
#> 358            -71180000    563661000   893292000          3116378000
#> 359            -33600000   1223900000   337200000          -945900000
#> 360            -33247000    279039000    51727000          -620897000
#> 361           -175000000   9306000000  1466000000          1445000000
#> 362            -60000000   1708300000   211500000          -238100000
#> 363            -22400000    135100000   307800000          -267600000
#> 364           -977000000   5692000000  2055000000         -2352000000
#> 365            -23154000    360860000    97485000          -354608000
#> 366           -751000000  33304000000  8168000000          2521000000
#> 367           -249000000   5036000000  3524000000         -3099000000
#> 368           -376000000   2809000000  1783000000         -1977000000
#> 369           -451636000     29189000   247678000           187452000
#> 370           -937000000   3085000000  3221000000         -2272000000
#> 371                    0   8582000000  2632000000            68000000
#> 372            -10643000     91481000   236840000          -164074000
#> 373            -70000000    992000000   168000000          -230000000
#> 374           -582000000    336000000   477000000          -134000000
#> 375            -55900000   3173100000   807200000          -150600000
#> 376           -692000000   7214000000  3713000000         -4158000000
#> 377            -63700000    226100000  1389600000           -59300000
#> 378          -2368449000    437515000   803950000           -13520000
#> 379                    0  14359000000  1501000000          1038000000
#> 380           -605000000   2207000000  -116000000          1372000000
#> 381             -5468000    322326000   116766000           146739000
#> 382           -192682000   1013886000   797532000          -416606000
#> 383            -31871000    662780000  -105323000          -299269000
#> 384            -52400000    748700000  -303400000          -112000000
#> 385            -43452000    858791000   273006000          -345943000
#> 386           -121636000    150653000   118731000           -87466000
#> 387           -554000000   6848000000  2895000000         -1960000000
#> 388            -76000000    790000000   402000000          -242000000
#> 389            -39400000   1776900000    45300000          -788600000
#> 390            -26000000   5958000000  5740000000          2573000000
#> 391           -479000000   4767000000  1286000000         -1882000000
#> 392          -1656410000    172849000   743082000           809112000
#> 393            -45865000    121190000   184865000          -118789000
#> 394           -153600000   7566400000   564400000          -101100000
#> 395           -174000000   2301000000   921000000         -2978000000
#> 396           -313200000    119400000   857900000          2113400000
#> 397            -49844000    273710000    79486000            57499000
#> 398            -20288000    590909000   232916000          -147279000
#> 399            -18300000    482900000   344900000          -336000000
#> 400             -7886000    220964000   127285000          -112733000
#> 401            -14100000   2879100000   -64200000           -42700000
#> 402           -109848000   4015567000  -416267000          -380669000
#> 403           -954661000   2102205000   478640000           742032000
#> 404            -24000000   3571000000   454000000         -2063000000
#> 405           -203000000  13533000000   334000000           136000000
#> 406            -52963000    223865000   372115000          -224254000
#> 407           -384000000   2816000000   408000000          -188000000
#> 408            -72000000    615000000   180000000          -644000000
#> 409            -51900000    281200000   164500000           -95200000
#> 410          -1157000000   1931000000   757000000            47000000
#> 411           -151000000   3834000000   433000000          -178000000
#> 412           -129500000    312600000   613400000          -423700000
#> 413            -11135000  14497512000   405212000         -5955257000
#> 414           -154696000    541240000  1100942000          -947899000
#> 415           -127500000    659200000   213800000          -210000000
#> 416            -88300000    151600000   -39000000            91900000
#> 417            -21300000    812900000   140800000          -112200000
#> 418            -48674000    895793000    77415000            -3929000
#> 419          -1794000000   1724000000  1987000000           -20000000
#> 420           -987000000  16431000000  1906000000          -216000000
#> 421           -145700000    282300000  -443900000           608200000
#> 422           -423500000   3254400000  1264800000         -1364400000
#> 423           -182000000   3515000000 -4135000000        -12908000000
#> 424           -115933000    316327000   231746000          -141414000
#> 425           -143000000   1127000000   529000000          -753000000
#> 426            -33000000  15398000000  1052000000         -5832000000
#> 427                    0  10682000000  1817000000          -899000000
#> 428            -36472000   1531158000   439694000          -266168000
#> 429           -146161000    876139000   368824000          -213367000
#> 430          -3688000000   3151000000  4209000000         -1744000000
#> 431            -42500000   1306600000   100800000          2017000000
#> 432            -18800000    953200000   236800000          -309800000
#> 433           -952000000   1112000000 -1394000000         -2457000000
#> 434           -205000000    820000000   579000000          -318000000
#> 435            -20800000    278800000   196900000          -153200000
#> 436            -19367000    308121000    39757000          -153810000
#> 437            -45744000    781869000   115455000          -372150000
#> 438          -1730000000  18915000000  2351000000          -406000000
#> 439           -597000000   8387000000  1768000000         -2696000000
#> 440            -66000000   1841000000   372000000          -400000000
#> 441           -506000000   1888000000  1528000000         -1905000000
#> 442           -314351000   4295068000  -634476000          -931090000
#> 443           -152921000    530822000   566539000          -288307000
#> 444            -69100000   1090200000   421700000          -467000000
#> 445            -29000000   3808000000   309000000          -244000000
#> 446                    0    710000000  1375000000          -688000000
#> 447            -14000000    350100000    48800000          -225600000
#> 448                    0   5511000000  3965000000           797000000
#> 449           -154496000   6120743000    29696000            40707000
#> 450            -16694000    287528000    76679000           -67674000
#> 451           -476000000   1056000000   666000000          -361000000
#> 452                    0  39124000000  2249000000          4724000000
#> 453           -104986000       921000   237067000           252967000
#> 454            -49424000    434226000   114364000          -284748000
#> 455           -797000000    834000000  1931000000         -1343000000
#> 456           -550000000  20075000000  2691000000          -798000000
#> 457           -840000000  12071000000  3813000000         -3316000000
#> 458           -940000000     68000000  1154000000          -187000000
#> 459           -657000000  24612000000  6871000000           946000000
#> 460           -207960000    132658000    32614000           154006000
#> 461           -417000000   5392000000  5845000000         -2414000000
#> 462           -143066000    127073000   278079000          -178328000
#> 463             -6200000    996900000   144900000          -351500000
#> 464            -69200000    480700000   130200000          -467400000
#> 465          -5107000000   1857000000 10844000000         -4082000000
#> 466            -53300000   9253400000  1139800000            47700000
#> 467            -79564000    528029000  -358320000          -261221000
#> 468            -83900000    741900000   802500000          -779600000
#> 469              -232000    614001000   652961000          4006449000
#> 470           -235000000  14047000000  5252000000          -289000000
#> 471           -209010000    988398000   259611000          -363321000
#> 472           -130200000    120700000   149900000             7000000
#> 473            -30000000    501000000   263000000          -123000000
#> 474           -371000000   4458000000  1627000000           -15000000
#> 475          -3539000000  11817000000 -3758000000          5315000000
#> 476           -222000000   2575000000  1011000000         -3570000000
#> 477           -550000000    894000000  1047000000           228000000
#> 478            -46995000    419794000    56903000           -82770000
#> 479           -645300000     30300000   685800000          -101200000
#> 480                    0  29716000000  7588000000        -49835000000
#> 481           -258126000    363339000   394811000           968511000
#> 482            -66100000    718500000   173100000           -36200000
#> 483           -280000000   2327000000   295000000           -95000000
#> 484           -215400000    305400000   837400000          -678000000
#> 485            -81000000   1723000000  1146000000          -274000000
#> 486           -130000000   1642000000   148000000          -391000000
#> 487           -315000000    133000000  1098000000          -277000000
#> 488            -47000000   1920000000   237000000          -110000000
#> 489           -106000000    262000000   250000000          -229000000
#> 490            -98169000   2014898000   -40066000          -161778000
#> 491          -1098000000    335000000   848000000           500000000
#> 492            -46000000   1113000000   113000000           -52000000
#> 493            -55000000    412000000   269000000          -209000000
#> 494            -17000000     98000000   100000000           738000000
#> 495           -105100000    386400000   345500000          -146000000
#> 496            -49000000    559000000   516000000         -3023000000
#> 497           -146000000   2652000000   336000000          -610000000
#>     changes_in_inventories changes_in_receivables currency depreciation
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#> 463                      0               10600000      USD     11900000
#> 464                      0              553600000      USD     89600000
#> 465             3646000000            23909000000      USD   4321000000
#> 466              367700000             1332900000      USD     37300000
#> 467             2341395000             1249713000      USD     66754000
#> 468             3612500000             3736200000      USD    722300000
#> 469                      0               19173000      USD       779000
#> 470                      0             3881000000      USD    230000000
#> 471                      0              764551000      USD    124261000
#> 472              524200000             1111600000      USD    143000000
#> 473             1918000000             1422000000      USD    118000000
#> 474             8520000000             5034000000      USD    478000000
#> 475            61229000000             7674000000      USD   2680000000
#> 476                      0             7049000000      USD   2266000000
#> 477              159000000             2665000000      USD    508000000
#> 478              409922000              639451000      USD     34227000
#> 479              572200000             1581900000      USD    279600000
#> 480                      0            34748000000      USD   1772000000
#> 481                      0              408575000      USD    316136000
#> 482              411600000              528400000      USD     30100000
#> 483             3638000000             2804000000      USD    221000000
#> 484             2300500000             2824900000      USD    377300000
#> 485              571000000              553000000      USD    119000000
#> 486             3218000000             2723000000      USD    114000000
#> 487              371000000             2784000000      USD    506000000
#> 488                      0             2033000000      USD    148000000
#> 489             1990000000             2099000000      USD     55000000
#> 490               69075000              186380000      USD    162968000
#> 491              645000000             1876000000      USD    674000000
#> 492              852000000             1024000000      USD     60000000
#> 493                      0              598000000      USD     34000000
#> 494              632000000              945000000      USD     51000000
#> 495             2122700000             1282100000      USD    232700000
#> 496                      0                      0      USD     26000000
#> 497             2205000000             1291000000      USD    117000000
#>     filing_type fiscal_date net_borrowings  net_income report_date
#> 1          10-Q       19173   1.232100e+10    78000000       19200
#> 2          10-Q       19173  -2.183000e+08   126200000       19202
#> 3          10-Q       19173   4.902000e+09  2018000000       19206
#> 4          10-Q       19173   5.846500e+10   913000000       19208
#> 5          10-Q       19173  -8.738840e+08    54554000       19208
#> 6          10-Q       19143  -2.094743e+10  1786075000       19166
#> 7          10-Q       19173  -8.326000e+09   280000000       19205
#> 8          10-Q       19173   6.191000e+09  1236000000       19199
#> 9          10-Q       19146  -2.194000e+09  1178000000       19172
#> 10         10-K       19173  -4.864720e+10   625500000       19207
#> 11         10-Q       19189   8.650270e+08   144402000       19228
#> 12         10-Q       19173   1.825500e+10  -179000000       19208
#> 13         10-Q       19173  -1.095400e+11  1388000000       19206
#> 14         10-Q       19112   1.436000e+09   274000000       19143
#> 15         10-Q       19173   3.501500e+09   582100000       19208
#> 16         10-Q       19173   1.460305e+09   119537000       19213
#> 17         10-Q       19173  -1.435000e+09   139000000       19206
#> 18         10-Q       19173   2.409767e+09   406773000       19207
#> 19         10-Q       19173   9.795408e+09   269280000       19198
#> 20         10-Q       19173  -1.023916e+09   112800000       19208
#> 21         10-Q       19173   1.039400e+09   115100000       19201
#> 22         10-Q       19173   7.535000e+09   159000000       19209
#> 23         10-Q       19173  -5.344400e+10 -1042000000       19207
#> 24         10-Q       19173  -1.185840e+11 16002000000       19200
#> 25         10-Q       19173   2.478100e+10   889000000       19201
#> 26         10-Q       19173   9.968000e+09 -2028000000       19202
#> 27         10-K       19173   5.203000e+09   109000000       19222
#> 28         10-Q       19168  -3.984000e+09   447000000       19207
#> 29         10-Q       19173   1.381500e+10   207000000       19212
#> 30         10-Q       19173   2.364900e+10   476000000       19194
#> 31         10-Q       19173   3.466160e+10   524500000       19200
#> 32         10-Q       19173  -8.098200e+10  1934000000       19195
#> 33         10-Q       19173  -3.633330e+11  3028000000       19213
#> 34         10-Q       19173   3.833070e+10   898200000       19201
#> 35         10-Q       19173   1.138400e+10   218000000       19200
#> 36         10-Q       19173  -3.795700e+10   756000000       19205
#> 37         10-Q       19173   8.926110e+08   406964000       19207
#> 38         10-Q       19173   1.942228e+09   282373000       19206
#> 39         10-Q       19173   2.708100e+10  1317000000       19209
#> 40         10-Q       19173   3.166600e+09   472500000       19202
#> 41         10-Q       19203   4.509171e+09   748985000       19221
#> 42         10-Q       19173   1.697810e+08    98800000       19207
#> 43         10-Q       19173   4.569000e+09   926000000       19208
#> 44         10-Q       19168   5.507400e+10 19442000000       19202
#> 45         10-Q       19204   4.840000e+08  1606000000       19229
#> 46         10-Q       19173   1.558000e+09   -61000000       19208
#> 47         10-Q       19173  -3.290599e+09   299099000       19206
#> 48         10-Q       19173   4.946000e+09   284200000       19207
#> 49         10-Q       19173  -5.573200e+09    52200000       19208
#> 50         10-Q       19173   1.167940e+11  4105000000       19208
#> 51         10-Q       19173   5.277993e+09   128468000       19207
#> 52         10-Q       19112   6.550000e+08   146000000       19145
#> 53         10-Q       19119   5.555657e+09   592571000       19153
#> 54         10-Q       19173   7.559580e+09   138444000       19207
#> 55         10-Q       19175   2.838400e+09   214500000       19206
#> 56         10-Q       19173   2.084000e+09  -839000000       19194
#> 57         10-Q       19173   8.217000e+09  -174000000       19208
#> 58         10-Q       19173  -2.458624e+12  5932000000       19202
#> 59         10-Q       19112   4.091000e+09   155000000       19145
#> 60         10-Q       19173   1.394000e+10   252000000       19201
#> 61         10-Q       19173   1.240100e+10   338000000       19208
#> 62         10-Q       19173  -1.855404e+10   179322000       19206
#> 63         10-Q       19112  -6.800000e+07   341000000       19145
#> 64         10-Q       19173  -9.392740e+08  -927184000       19202
#> 65         10-K       19173  -1.397500e+07    61498000       19228
#> 66         10-Q       19173   8.340000e+08  1058000000       19193
#> 67         10-Q       19173  -6.830000e+09  1077000000       19209
#> 68         10-Q       19173  -3.819210e+11   835000000       19209
#> 69         10-Q       19173   4.350700e+10   193000000       19200
#> 70         10-Q       19173  -3.202000e+09   857000000       19207
#> 71         10-Q       19173   2.523000e+09   216000000       19207
#> 72         10-Q       19173   1.338788e+10   222989000       19209
#> 73         10-Q       19173   7.690000e+09   246000000       19208
#> 74         10-Q       19173   2.322300e+10  1421000000       19200
#> 75         10-Q       19113   2.940700e+10  2515000000       19152
#> 76         10-K       19173   3.411500e+09   248000000       19216
#> 77         10-Q       19173   3.135000e+08   142500000       19199
#> 78         10-K       19112   1.124000e+09   151000000       19160
#> 79         10-Q       19173   1.402120e+09   348185000       19202
#> 80         10-Q       19175  -8.115110e+08   186920000       19198
#> 81         10-Q       19173   2.497300e+10  -123000000       19208
#> 82         10-Q       19173   3.664855e+09   496575000       19202
#> 83         10-Q       19113   4.451000e+09   188000000       19151
#> 84         10-Q       19173  -3.270200e+11  1949000000       19202
#> 85         10-K       19173  -1.423000e+09   138000000       19215
#> 86         10-Q       19143   2.462885e+09   252265000       19170
#> 87         10-Q       19143   2.736300e+10 -1834000000       19172
#> 88         10-Q       19173   4.464000e+09   573000000       19201
#> 89         10-Q       19082   2.769000e+09   141000000       19115
#> 90         10-Q       19173   2.005500e+10  1673000000       19207
#> 91         10-Q       19173   4.688000e+08  -184500000       19202
#> 92         10-Q       19173   3.123640e+08   487322000       19209
#> 93         10-Q       19173   5.505700e+09   279300000       19207
#> 94         10-Q       19173   2.912000e+09   434000000       19202
#> 95         10-Q       19173   1.393800e+10  -172000000       19199
#> 96         10-Q       19173   1.304300e+10   179000000       19206
#> 97         10-Q       19173   7.350000e+08   -19800000       19207
#> 98         10-Q       19173   4.470000e+08  1165000000       19206
#> 99         10-Q       19168   2.624404e+09   109321000       19207
#> 100        10-Q       19173  -3.915710e+11  1652000000       19212
#> 101        10-Q       19173   9.504200e+10  1471000000       19202
#> 102        10-Q       19173   9.622000e+09 11622000000       19208
#> 103        10-Q       19173  -8.353330e+08   259942000       19200
#> 104        10-Q       19173  -9.959900e+10  1215000000       19202
#> 105        10-Q       19173   2.125200e+09   187100000       19202
#> 106        10-Q       19173   3.150300e+10  1559000000       19208
#> 107        10-Q       19173  -2.106200e+10  -808000000       19200
#> 108        10-K       19143   1.663601e+09   293170000       19200
#> 109        10-Q       19112  -1.854900e+10  3044000000       19137
#> 110        10-Q       19173  -1.819117e+12  4274000000       19208
#> 111        10-Q       19173  -1.811840e+11   332000000       19207
#> 112        10-Q       19173   2.152495e+09   115457000       19199
#> 113        10-K       19173   2.422000e+09   101000000       19214
#> 114        10-Q       19173  -1.374320e+11   654100000       19207
#> 115        10-Q       19173   1.190500e+10   145000000       19201
#> 116        10-Q       19174   2.687500e+10  1905000000       19200
#> 117        10-Q       19173  -2.592000e+09   577000000       19201
#> 118        10-Q       19173   6.328000e+09   603000000       19202
#> 119        10-Q       19173   8.130500e+10  3396000000       19201
#> 120        10-Q       19173  -8.220600e+10   255000000       19201
#> 121        10-K       19141   8.780200e+09   158900000       19194
#> 122        10-Q       19173   7.498000e+09  5145000000       19208
#> 123        10-Q       19173   2.315500e+10   255000000       19208
#> 124        10-Q       19143   1.021140e+10   389500000       19173
#> 125        10-Q       19173   4.230000e+08  -111000000       19208
#> 126        10-Q       19112   2.650000e+09   126600000       19146
#> 127        10-Q       19112  -1.287913e+09   278620000       19137
#> 128        10-Q       19173   3.536000e+09   563000000       19202
#> 129        10-Q       19173  -1.638000e+09   969000000       19209
#> 130        10-Q       19120  -6.810000e+09  1353000000       19145
#> 131        10-Q       19173   2.044000e+09  1229000000       19207
#> 132        10-Q       19173   2.066800e+10   421000000       19209
#> 133        10-Q       19173   1.529400e+10  1178000000       19194
#> 134        10-Q       19173   5.840000e+08   702000000       19207
#> 135        10-Q       19173   3.728200e+10  2951000000       19207
#> 136        10-Q       19173   2.256400e+09  1647800000       19195
#> 137        10-Q       19174   1.461700e+10  1658000000       19194
#> 138        10-K       19141   2.139000e+08   281700000       19195
#> 139        10-Q       19173   1.022161e+10   224809000       19205
#> 140        10-Q       19113   6.148000e+09  2098000000       19138
#> 141        10-Q       19173   1.235300e+10   735000000       19186
#> 142        10-K       18992   1.509000e+09   102000000       19052
#> 143        10-Q       19173   2.706000e+09  1915000000       19206
#> 144        10-Q       19173  -8.286000e+08    50900000       19201
#> 145        10-Q       19173   5.373000e+09  1416000000       19207
#> 146        10-Q       19173   1.111968e+10    53246000       19209
#> 147        10-Q       19173  -7.809500e+10  1105000000       19200
#> 148        10-Q       19173   1.789487e+10   522832000       19207
#> 149        10-Q       19175   3.545500e+10  1409000000       19214
#> 150        10-Q       19202   4.537582e+09   678030000       19229
#> 151        10-Q       19203   2.464200e+09   359900000       19229
#> 152        10-Q       19173   3.761100e+10  -476000000       19212
#> 153        10-Q       19162   4.885234e+09   102493000       19194
#> 154        10-Q       19173   2.634844e+09   289618000       19194
#> 155        10-Q       19173   9.894000e+09  1661000000       19195
#> 156        10-Q       19173   1.802800e+10    37000000       19201
#> 157        10-Q       19173   6.576800e+10   881000000       19208
#> 158        10-Q       19173   3.844485e+09   102470000       19212
#> 159        10-Q       19173   9.660000e+09   787000000       19208
#> 160        10-Q       19173   1.633000e+09   102000000       19208
#> 161        10-Q       19173   4.449000e+09   256000000       19205
#> 162        10-Q       19173   8.295000e+09   601000000       19206
#> 163        10-Q       19173   2.661000e+09  -531000000       19208
#> 164        10-Q       19173   8.428500e+09   308300000       19208
#> 165        10-Q       19173   2.673100e+10   241000000       19201
#> 166        10-Q       19173  -1.247900e+09   406400000       19202
#> 167        10-Q       19173  -1.060000e+09   311000000       19213
#> 168        10-Q       19173  -9.410000e+09  1653000000       19193
#> 169        10-Q       19173   1.127040e+10   952500000       19208
#> 170        10-Q       19173   7.495000e+09   921000000       19213
#> 171        10-Q       19173  -7.060000e+06    76976000       19199
#> 172        10-Q       19173   2.507004e+10   159703000       19208
#> 173        10-Q       19173   1.412000e+09  2238000000       19208
#> 174        10-Q       19173  -1.393539e+09    18604000       19209
#> 175        10-Q       19173   5.224800e+09   200600000       19194
#> 176        10-Q       19173   1.249115e+10   216322000       19202
#> 177        10-Q       19173   7.923033e+09   223328000       19202
#> 178        10-Q       19173   5.750230e+09    57054000       19200
#> 179        10-K       19173   6.630000e+08    52000000       19228
#> 180        10-Q       19173   1.088426e+09    73123000       19201
#> 181        10-Q       19173  -2.211270e+10   122630000       19208
#> 182        10-Q       19173   1.102050e+10   194500000       19208
#> 183        10-Q       19173   1.994109e+10   291862000       19208
#> 184        10-Q       19173   3.611700e+10   465000000       19207
#> 185        10-Q       19173  -2.500000e+07  -185000000       19209
#> 186        10-Q       19173  -2.860316e+09   377805000       19208
#> 187        10-Q       19173   5.590201e+09   231817000       19209
#> 188        10-Q       19173   2.536800e+10 17850000000       19207
#> 189        10-Q       19173  -8.347850e+08    83019000       19209
#> 190        10-Q       19143   1.458160e+09    74910000       19174
#> 191        10-Q       19173   1.214000e+08   287100000       19191
#> 192        10-Q       18900   3.806953e+09    49803000       18935
#> 193        10-K       19143   1.239900e+10   558000000       19191
#> 194        10-Q       19173  -1.637660e+11   525000000       19209
#> 195        10-Q       19173  -1.696830e+11   392000000       19213
#> 196        10-Q       19173   2.032300e+10   192000000       19199
#> 197        10-Q       19173   1.594400e+10   277000000       19208
#> 198        10-Q       19173   4.428000e+09   598000000       19200
#> 199        10-Q       19173   5.034142e+09   262171000       19213
#> 200        10-Q       19173   2.844900e+09   133900000       19207
#> 201        10-Q       19173   1.463100e+10   667000000       19201
#> 202        10-Q       19173  -8.488000e+08   173500000       19209
#> 203        10-Q       19174   2.725400e+09   173000000       19201
#> 204        10-Q       19173   2.739300e+09   192000000       19201
#> 205        10-K       19173   1.844000e+09   306000000       19216
#> 206        10-Q       19173  -3.989300e+09   245200000       19201
#> 207        10-Q       19173   9.920000e+08   836000000       19209
#> 208        10-Q       19168  -1.968890e+09   257873000       19200
#> 209        10-Q       19173   1.653088e+09   204925000       19206
#> 210        10-Q       19173   8.091910e+08   142714000       19212
#> 211        10-Q       19176   8.106000e+09   766000000       19200
#> 212        10-Q       19173   6.463000e+09  -857000000       19199
#> 213        10-K       19141   1.051780e+10   822800000       19173
#> 214        10-Q       19173   1.285200e+10  1666000000       19199
#> 215        10-Q       19173   1.323717e+09   372529000       19200
#> 216        10-Q       19173   1.865300e+10  1144000000       19212
#> 217        10-Q       19173  -1.692821e+10   177004000       19209
#> 218        10-Q       19173   8.471178e+09  -672999000       19205
#> 219        10-Q       19173  -7.898440e+11  2786000000       19208
#> 220        10-Q       19173   5.307000e+09   109000000       19195
#> 221        10-Q       19173  -4.803700e+10   437000000       19201
#> 222        10-Q       19169   2.626600e+09   142000000       19199
#> 223        10-Q       19173   3.563700e+10  1155000000       19205
#> 224        10-Q       19173   6.039788e+09    68057000       19207
#> 225        10-Q       19168   3.010000e+08   160000000       19206
#> 226        10-Q       19176   4.442134e+09   315556000       19201
#> 227        10-Q       19173   6.390000e+09   667000000       19208
#> 228        10-Q       19112   3.773000e+09   250000000       19146
#> 229        10-Q       19173   7.271000e+09   368000000       19200
#> 230        10-Q       19168   2.196000e+08   228400000       19200
#> 231        10-Q       19204   3.790000e+10  5173000000       19227
#> 232        10-Q       19173   8.544000e+09  1261000000       19201
#> 233        10-Q       19113   2.328684e+09   261617000       19145
#> 234        10-Q       19173   3.513000e+09   256000000       19209
#> 235        10-Q       19173   3.446000e+09   147000000       19208
#> 236        10-Q       19112   2.682000e+09  1000000000       19146
#> 237        10-Q       19173  -5.473000e+09   696000000       19200
#> 238        10-Q       19173  -1.490420e+11   511000000       19202
#> 239        10-Q       19173   1.091000e+09   178000000       19208
#> 240        10-Q       19173   3.170800e+10  1392000000       19198
#> 241        10-Q       19173   5.227000e+08   138200000       19200
#> 242        10-Q       19173   1.101487e+09   131979000       19206
#> 243        10-Q       19173   6.456000e+09   738000000       19209
#> 244        10-Q       19176   9.000000e+06  -535000000       19215
#> 245        10-Q       19173  -2.854182e+09   161432000       19206
#> 246        10-Q       19173   1.243500e+09   138500000       19209
#> 247        10-Q       19175   3.111000e+09  -454000000       19202
#> 248        10-Q       19173  -1.508460e+11   555000000       19208
#> 249        10-Q       19173   5.984000e+09   511000000       19202
#> 250        10-Q       19173   4.572000e+08   229600000       19200
#> 251        10-Q       19173   1.106700e+10   107000000       19212
#> 252        10-Q       19112   2.278000e+09  1794000000       19136
#> 253        10-Q       19173  -4.730000e+09   307800000       19195
#> 254        10-Q       19173  -3.494700e+09   121000000       19207
#> 255        10-Q       19173   1.057900e+10   256000000       19195
#> 256        10-Q       19173   9.654226e+09   200081000       19208
#> 257        10-Q       19173   7.908090e+08   255342000       19202
#> 258        10-K       19173  -1.163620e+08    80425000       19229
#> 259        10-Q       19174   1.818966e+09   195983000       19205
#> 260        10-Q       19176  -3.674000e+09  4814000000       19202
#> 261        10-Q       19173   6.751000e+09   379000000       19208
#> 262        10-Q       19173  -3.035660e+12  8195000000       19207
#> 263        10-Q       19173   1.290000e+07   113400000       19202
#> 264        10-Q       19175   6.313000e+09   326000000       19208
#> 265        10-Q       19173   1.122000e+10   218000000       19201
#> 266        10-Q       19173  -1.585570e+11   507000000       19206
#> 267        10-Q       19112  -4.810000e+08   258000000       19144
#> 268        10-Q       19173   7.814000e+09   437000000       19199
#> 269        10-Q       19173   6.032601e+09  -126284000       19202
#> 270        10-Q       19173   3.098400e+10   633000000       19195
#> 271        10-K       19173   3.450573e+09   805374000       19209
#> 272        10-Q       19168   1.844900e+10   265000000       19201
#> 273        10-Q       19133   1.060800e+10   664000000       19167
#> 274        10-Q       19174   3.337000e+09   471000000       19202
#> 275        10-Q       19173   3.903600e+09   358600000       19205
#> 276        10-K       19169   1.000707e+09  1208934000       19228
#> 277        10-K       19141   2.090100e+09    32000000       19200
#> 278        10-Q       19173   8.807000e+09  -290000000       19195
#> 279        10-Q       19174   4.359000e+09   171000000       19206
#> 280        10-Q       19143   2.540823e+09  1303381000       19174
#> 281        10-Q       19173  -1.423510e+11   238000000       19208
#> 282        10-Q       19173   1.136000e+10   372000000       19201
#> 283        10-Q       19173  -1.341518e+09   155240000       19208
#> 284        10-Q       19173   1.840000e+09   420000000       19206
#> 285        10-Q       19169  -2.497000e+09   309000000       19192
#> 286        10-Q       19173  -3.879300e+10   180000000       19205
#> 287        10-Q       19202   2.554600e+10  2983000000       19229
#> 288        10-Q       19173   2.703100e+10   344000000       19207
#> 289        10-Q       19173   9.143000e+09  1637000000       19202
#> 290        10-Q       19173  -1.878610e+11   192236000       19209
#> 291        10-Q       19173   2.779000e+09   966000000       19208
#> 292        10-Q       19173   1.271400e+10  5870000000       19206
#> 293        10-Q       19173  -9.934500e+07    66922000       19200
#> 294        10-Q       19173   7.964000e+09   678000000       19206
#> 295        10-Q       19173   9.915000e+09   967000000       19194
#> 296        10-Q       19173   4.203300e+09   366500000       19201
#> 297        10-Q       19173   2.883000e+09   276000000       19201
#> 298        10-Q       19173   5.713000e+09  2275000000       19201
#> 299        10-Q       19173   3.268823e+09   -31858000       19209
#> 300        10-Q       19143   4.871100e+09   118500000       19172
#> 301        10-Q       19173   3.153720e+10  1188000000       19208
#> 302        10-Q       19173   2.952000e+09   768000000       19208
#> 303        10-K       19111   1.122300e+10  1487000000       19166
#> 304        10-Q       19173   1.472500e+10  3944000000       19209
#> 305        10-Q       19173  -4.446200e+10  6687000000       19201
#> 306        10-Q       19173  -4.214080e+11   103000000       19208
#> 307        10-Q       19173   1.693245e+09   212070000       19202
#> 308        10-Q       19173   2.235281e+09  1771525000       19207
#> 309        10-Q       19173   6.977500e+09   507200000       19206
#> 310        10-Q       19145  -3.872000e+09  2626000000       19174
#> 311        10-K       19173  -7.190000e+10 16740000000       19201
#> 312        10-Q       19173   4.457746e+09   209631000       19201
#> 313        10-Q       19173  -7.562000e+09  2197000000       19207
#> 314        10-Q       19175   1.545727e+09   280431000       19202
#> 315        10-Q       19173  -1.389000e+09   248000000       19201
#> 316        10-Q       19173   5.897000e+09    47300000       19206
#> 317        10-Q       19173   1.622200e+10   747000000       19199
#> 318        10-Q       19173  -8.398610e+08   114679000       19209
#> 319        10-Q       19173  -2.635085e+09   273360000       19209
#> 320        10-Q       19173   5.439000e+09   327000000       19200
#> 321        10-Q       19173  -6.766400e+11  2391000000       19209
#> 322        10-Q       19173   2.875800e+09  1035900000       19206
#> 323        10-Q       19175   3.957000e+09   228000000       19208
#> 324        10-Q       19173   3.609604e+09   210587000       19199
#> 325        10-Q       19173  -3.820000e+09   307000000       19207
#> 326        10-K       19111  -1.875000e+09   259000000       19159
#> 327        10-Q       19173   7.157911e+09  1440951000       19194
#> 328        10-Q       19173   4.581000e+09   204000000       19202
#> 329        10-Q       19173   5.520000e+08   387000000       19198
#> 330        10-K       19173   7.890000e+08   110000000       19216
#> 331        10-Q       19173   5.602400e+10  1380000000       19200
#> 332        10-Q       19173   4.739000e+09   111000000       19200
#> 333        10-K       19143  -5.696000e+09  1439000000       19194
#> 334        10-Q       19173   9.563300e+09    53200000       19207
#> 335        10-Q       19112   6.322530e+08   109634000       19139
#> 336        10-Q       19173   1.369400e+10   819000000       19200
#> 337        10-Q       19173  -1.299109e+11   388300000       19199
#> 338        10-Q       19173   1.070400e+10   946000000       19201
#> 339        10-Q       19174   1.876000e+09   200000000       19209
#> 340        10-Q       19173   1.086547e+10  -509321000       19213
#> 341        10-Q       19173  -8.606000e+09   513000000       19208
#> 342        10-Q       19175   4.646296e+09  2550192000       19214
#> 343        10-Q       19113  -1.002700e+10  1618000000       19139
#> 344        10-Q       19173  -9.032680e+08   433314000       19207
#> 345        10-Q       19176   7.298000e+09   670000000       19199
#> 346        10-Q       19173   4.329129e+09   576760000       19212
#> 347        10-Q       19173   1.970800e+10  3527000000       19206
#> 348        10-Q       19173  -4.077680e+08   376078000       19207
#> 349        10-Q       19173   1.344000e+09   348400000       19193
#> 350        10-Q       19174   1.128600e+09   455800000       19205
#> 351        10-Q       19173   1.267472e+10   414103000       19213
#> 352        10-K       19143   5.017900e+10  3188000000       19164
#> 353        10-Q       19173   7.559000e+09   234000000       19209
#> 354        10-Q       19173   4.330000e+09   321000000       19201
#> 355        10-Q       19173   5.177900e+09   720400000       19206
#> 356        10-Q       19173   1.661900e+09   298900000       19208
#> 357        10-Q       19173   1.055000e+10   419000000       19208
#> 358        10-K       19173   4.533305e+09   128831000       19228
#> 359        10-K       19143  -4.406700e+09   296400000       19188
#> 360        10-Q       19173  -3.797047e+09    57355000       19208
#> 361        10-Q       19173  -4.418700e+10  -341000000       19207
#> 362        10-Q       19173   1.002390e+10    26100000       19208
#> 363        10-Q       19173   6.801000e+08   152900000       19199
#> 364        10-Q       19154   3.243100e+10  1429000000       19185
#> 365        10-Q       19176   3.937150e+09   179212000       19213
#> 366        10-Q       19176  -1.573000e+09  9906000000       19214
#> 367        10-Q       19173   2.182000e+10  2226000000       19202
#> 368        10-Q       19173   8.450000e+09  3164000000       19202
#> 369        10-Q       19173   7.017293e+09   164312000       19207
#> 370        10-Q       19173   2.328000e+09  2365000000       19206
#> 371        10-Q       19173  -4.411220e+11  1402000000       19206
#> 372        10-Q       19173   1.460600e+09   305603000       19201
#> 373        10-Q       19173   5.634000e+09   441000000       19195
#> 374        10-Q       19173   1.288400e+10   119000000       19207
#> 375        10-Q       19173  -1.178076e+11  3059400000       19213
#> 376        10-K       19173   2.190700e+10  2979000000       19209
#> 377        10-Q       19173  -4.622400e+10  -549600000       19206
#> 378        10-Q       19173   1.414331e+10   609855000       19212
#> 379        10-Q       19173  -4.014880e+11  -571000000       19209
#> 380        10-Q       19173   1.777400e+10   131000000       19206
#> 381        10-Q       19173   9.499500e+08    70476000       19209
#> 382        10-Q       19173   6.327018e+09   603381000       19208
#> 383        10-Q       19173   1.256359e+09   648546000       19199
#> 384        10-Q       19113   1.165400e+09   133100000       19152
#> 385        10-Q       19175   1.078179e+09    68884000       19208
#> 386        10-Q       19173   2.492478e+09    88020000       19208
#> 387        10-Q       19169   6.718000e+09  3730000000       19200
#> 388        10-Q       19173   3.039000e+09   233000000       19195
#> 389        10-Q       19175  -4.327000e+08   123400000       19213
#> 390        10-Q       19173  -5.321000e+10   301000000       19212
#> 391        10-Q       19173   1.048700e+10  1304000000       19199
#> 392        10-Q       19173   1.580032e+10   223207000       19208
#> 393        10-Q       19173   3.583869e+09   104796000       19209
#> 394        10-Q       19173  -5.449300e+09   852100000       19207
#> 395        10-Q       19173  -1.398410e+11   558000000       19209
#> 396        10-Q       19173   1.166790e+10   371900000       19209
#> 397        10-K       19173   1.636230e+08   195061000       19216
#> 398        10-Q       19173  -7.524660e+08   175821000       19207
#> 399        10-Q       19173   3.264600e+09   296900000       19200
#> 400        10-Q       19173  -5.004800e+07   100299000       19201
#> 401        10-Q       19173   4.423900e+09   268800000       19207
#> 402        10-Q       19112  -1.757013e+09   338445000       19151
#> 403        10-Q       19173   2.044644e+10  -521582000       19202
#> 404        10-Q       19173   6.682000e+09   972000000       19207
#> 405        10-Q       19204  -5.902000e+09    68000000       19229
#> 406        10-Q       19173   1.221974e+10    69516000       19208
#> 407        10-Q       19173   9.746000e+09   959000000       19200
#> 408        10-K       19174   4.710000e+09   276000000       19209
#> 409        10-Q       19173   3.320500e+09   113900000       19207
#> 410        10-Q       19173   2.337800e+10   559000000       19208
#> 411        10-Q       19173  -2.671000e+09    20000000       19201
#> 412        10-Q       19173   9.740800e+09   577900000       19200
#> 413        10-Q       19173  -9.710215e+10   330077000       19214
#> 414        10-Q       19173   2.351585e+10   496743000       19208
#> 415        10-Q       19174   1.167800e+09   267300000       19209
#> 416        10-Q       19204   4.329600e+09   109600000       19227
#> 417        10-Q       19175   2.392000e+08   231500000       19194
#> 418        10-Q       19173  -4.747650e+08    15084000       19208
#> 419        10-Q       19173   5.079000e+10  1107000000       19201
#> 420        10-Q       19173  -6.717000e+09   760000000       19206
#> 421        10-Q       19175   1.029180e+10    87600000       19201
#> 422        10-Q       19176   1.149570e+10   912900000       19206
#> 423        10-Q       19173  -2.614870e+11   712000000       19201
#> 424        10-Q       19173   2.533691e+09   111262000       19212
#> 425        10-Q       19173   1.145000e+10   656000000       19200
#> 426        10-Q       19173  -1.892660e+11   333000000       19212
#> 427        10-Q       19173  -2.393000e+09   793000000       19194
#> 428        10-Q       19204  -1.974685e+09   222626000       19223
#> 429        10-Q       19084   9.936172e+09   303325000       19123
#> 430        10-Q       19173   7.217400e+10  -108000000       19202
#> 431        10-Q       19173   1.558100e+09  -104000000       19213
#> 432        10-K       19175   3.631000e+08   188800000       19222
#> 433        10-Q       19112   1.159800e+10  1009000000       19139
#> 434        10-Q       19167   2.779000e+09   594000000       19202
#> 435        10-Q       19176   3.559100e+09   171300000       19205
#> 436        10-Q       19169   1.256437e+09   105514000       19201
#> 437        10-Q       19176  -1.216643e+09   197787000       19209
#> 438        10-Q       19173  -1.660300e+10  2259000000       19198
#> 439        10-Q       19173  -1.410000e+09  2281000000       19200
#> 440        10-Q       19175   2.690000e+08   217000000       19201
#> 441        10-Q       19175   2.557300e+10  1664000000       19209
#> 442        10-Q       19112  -1.504604e+09   587473000       19139
#> 443        10-Q       19168   2.815140e+08   396478000       19208
#> 444        10-Q       19173   3.356400e+09   509300000       19207
#> 445        10-Q       19175   1.570400e+10   238000000       19213
#> 446        10-Q       19173  -7.497600e+10   547000000       19194
#> 447        10-Q       19174   7.801000e+08   168000000       19209
#> 448        10-Q       19173  -4.399980e+11  1454000000       19205
#> 449        10-Q       19173  -1.054141e+09  -270007000       19199
#> 450        10-Q       19173   9.059130e+08    39946000       19202
#> 451        10-Q       19175   6.875000e+09   750000000       19212
#> 452        10-Q       19173  -4.364180e+11  1464000000       19208
#> 453        10-Q       19173  -4.312052e+09     3975000       19200
#> 454        10-Q       19203  -5.962690e+08   295677000       19229
#> 455        10-Q       19173   3.087300e+10  1835000000       19194
#> 456        10-Q       19173   1.151200e+10   329000000       19194
#> 457        10-Q       19173   6.401000e+09  2849000000       19207
#> 458        10-Q       19173   9.600000e+09   493000000       19200
#> 459        10-Q       19173   3.880400e+10  5070000000       19207
#> 460        10-Q       19173   4.273991e+09   163898000       19212
#> 461        10-Q       19173   7.057000e+09  4676000000       19201
#> 462        10-Q       19173   1.177432e+10   -42416000       19209
#> 463        10-Q       19173   7.352000e+08   167300000       19201
#> 464        10-Q       19173   2.846200e+09   197700000       19206
#> 465        10-Q       19173   1.391130e+11  5199000000       19201
#> 466        10-Q       19173  -9.320600e+09   810500000       19209
#> 467        10-Q       19175   4.276239e+09   -55960000       19209
#> 468        10-Q       19173   1.863190e+10   313900000       19212
#> 469        10-Q       19173  -3.142278e+09   -57706000       19200
#> 470        10-Q       19173   2.449000e+09  3411000000       19201
#> 471        10-Q       19173   7.025849e+09    50413000       19205
#> 472        10-Q       19173   3.789500e+09   187300000       19209
#> 473        10-Q       19173   3.507000e+09   166000000       19209
#> 474        10-Q       19143   8.140000e+09   289000000       19173
#> 475        10-Q       19112   3.778900e+10  2054000000       19146
#> 476        10-Q       19173   4.408500e+10 -3418000000       19209
#> 477        10-Q       19173   1.311400e+10   587000000       19200
#> 478        10-Q       19175   9.694200e+08   164864000       19208
#> 479        10-Q       19173   1.483850e+10   287500000       19208
#> 480        10-Q       19173  -1.513772e+12  2839000000       19205
#> 481        10-Q       19173   1.313882e+10    89784000       19213
#> 482        10-Q       19173  -5.791000e+08   188500000       19201
#> 483        10-K       19174   4.011000e+09   301000000       19229
#> 484        10-Q       19173   7.147800e+09   377900000       19209
#> 485        10-Q       19173   3.165000e+09   788000000       19202
#> 486        10-Q       19173   2.579000e+09  -371000000       19199
#> 487        10-Q       19173   2.208300e+10   400000000       19205
#> 488        10-Q       19173   2.403000e+09   109000000       19201
#> 489        10-Q       19173   1.902000e+09   371000000       19202
#> 490        10-Q       19173   9.802339e+09  -130051000       19213
#> 491        10-Q       19173   2.167100e+10   328000000       19201
#> 492        10-Q       19173   1.102000e+09   112000000       19206
#> 493        10-Q       19173   1.078100e+10   224000000       19212
#> 494        10-Q       19175   1.932000e+09   -98000000       19206
#> 495        10-Q       19173   4.965800e+09   153700000       19206
#> 496        10-Q       19173  -8.079200e+10   195000000       19208
#> 497        10-Q       19173   3.418000e+09   529000000       19208
#>     total_investing_cash_flows cash_flow_updated accounts_payable common_stock
#> 1                   -551000000        1659627817       3273000000    571000000
#> 2                     38800000        1659886403        624500000    155692240
#> 3                   -264000000        1660146088       4493000000   1753865000
#> 4                    130000000        1660318682                0   1770000000
#> 5                      8114000        1660318691         34797000     45575000
#> 6                   -666954000        1661699036       2384352000    632749442
#> 7                   -260000000        1660059821        197000000    782000000
#> 8                   -305000000        1659539520       5601000000    566000000
#> 9                   -138000000        1657206074        366000000    472000000
#> 10                 -1050700000        1661699040        110200000    415900000
#> 11                   -96356000        1661699021       4086826000     60452000
#> 12                 -1430000000        1660318767       1685000000    668000000
#> 13                  1293000000        1660146171                0    640707000
#> 14                   -76000000        1654700441        503000000    299000000
#> 15                  -208300000        1660318966                0    222000000
#> 16                  -115226000        1660749226        131649000    160038000
#> 17                  -760000000        1661699076        286000000    126543000
#> 18                  -271879000        1660232903       1091583000    117116000
#> 19                  -607401000        1659442185                0    161412000
#> 20                    18120000        1660318849        145607000     78395000
#> 21                   -17600000        1659713240        278400000     87900000
#> 22                  -147000000        1660492197        584000000    250900000
#> 23                 -1119000000        1660232934                0    273800000
#> 24                 -4187000000        1659627347       4409000000  13133000000
#> 25                  -116000000        1659714805        396000000   1809000000
#> 26                 -2506000000        1661699100      71219000000  10175000000
#> 27                  -144000000        1661526290       3073000000   1483000000
#> 28                  -928000000        1660232976       1879000000   1618000000
#> 29                  -772000000        1661699049                0    258200000
#> 30                  -929000000        1661699019       2733000000    650346000
#> 31                 -1305800000        1659626523       2198200000    513623431
#> 32                -12615000000        1659367000      11371000000    752000000
#> 33                  1681000000        1660749205                0    790897301
#> 34                  -390400000        1659713289        867000000    458776000
#> 35                  -835000000        1659626664        196000000    182000000
#> 36                 -2927000000        1660059685                0    112300000
#> 37                   143457000        1661699029      39305668000    208885000
#> 38                   -26152000        1660146306        540667000    230100000
#> 39                 -2193000000        1660490740       1256000000    535000000
#> 40                  -233200000        1659886423       1372900000    596200000
#> 41                  -134133000        1661439817        545068000    517011000
#> 42                  -241640000        1660233045         17304000     87001000
#> 43                  -450000000        1660318954        925000000    341000000
#> 44                  4234000000        1661699023      48343000000  16162945000
#> 45                  -616000000        1661699083       1686000000    864000000
#> 46                  -240000000        1660318996       2749000000    270930000
#> 47                   245574000        1660146355        275093000    306754000
#> 48                  -275600000        1660232882                0    210200000
#> 49                   120300000        1660318829                0     54607321
#> 50                 -4660000000        1660322911                0   7169000000
#> 51                  -532600000        1660233209                0    139881000
#> 52                    31000000        1661699043        135000000    217000000
#> 53                  -149406000        1655737278       6793205000     19798000
#> 54                  -266308000        1660233243                0    139630291
#> 55                   -63000000        1660146537       1410900000     81700000
#> 56                  -164000000        1659107247       3764000000   1001000000
#> 57                  -450000000        1660319163       4991000000    317006000
#> 58                 16738000000        1659886541                0   8121600000
#> 59                   -88000000        1654873299        470000000    240000000
#> 60                  -187000000        1659713411       1282000000    504000000
#> 61                  -226000000        1660319214                0    285441000
#> 62                 -1308472000        1660135777                0    276815000
#> 63                  -213000000        1654873300       5492000000    226800000
#> 64                  -141410000        1659886628        158259000     29794000
#> 65                   -18570000        1661699418         33865000     39200000
#> 66                   693500000        1659020660        434800000    145900000
#> 67                  -302000000        1660490990                0    151292580
#> 68                  9306000000        1660490981                0    810903000
#> 69                  3266000000        1661699119       9575000000    594000000
#> 70                  -122000000        1660233456       2240000000     40512000
#> 71                  -134000000        1660233577       2298000000    236900000
#> 72                  -828835000        1660491054                0    156720000
#> 73                   -30000000        1660319392        732000000   1429700000
#> 74                  -289000000        1659626755       2882000000   2133000000
#> 75                  -310000000        1655478097       1069000000    408000000
#> 76                   -29500000        1661181072        244900000    117200000
#> 77                   -21700000        1659539702        279300000    277200000
#> 78                   -64000000        1656428425        218000000    478979000
#> 79                    17784000        1659886872       1872497000    128405000
#> 80                   -49072000        1659442253                0    271520000
#> 81                  -154000000        1660319895        323000000    214000000
#> 82                 -1205594000        1659887024                0    108106000
#> 83                   -43000000        1655391714                0    301000000
#> 84                -14275000000        1659886965                0    391200000
#> 85                  -204000000        1660922302      27128000000    275000000
#> 86                   -99038000        1658847994       1066922000    160298000
#> 87                   -74000000        1657206092        912000000   1140000000
#> 88                  -175000000        1659713547       2403000000    845700000
#> 89                  -191000000        1652531939        401000000    180000000
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#> 453                 -488272000        1659628527                0    318351000
#> 454                  -49876000        1661699423        586851000     51607000
#> 455                 -704000000        1659107843        896000000    625600000
#> 456                -3484000000        1659107836       3755000000    326700000
#> 457                 -927000000        1661526595       7168000000    874000000
#> 458                 -998000000        1659628547       1065000000     71221000
#> 459                -8587000000        1660238113                0    937000000
#> 460                 -156620000        1660652299                0     73682000
#> 461                 -619000000        1659715836      16643000000    404000000
#> 462                 -121934000        1660493413                0    399592000
#> 463                   54900000        1659715860                0    108800000
#> 464                  424800000        1660135668                0    157972755
#> 465                -6661000000        1661699452                0   4201000000
#> 466                  -61500000        1660493395        198000000    255900000
#> 467                  -69519000        1660493363       1022755000    387563000
#> 468                  -82100000        1661699448       1670100000   1212300000
#> 469                -4614111000        1659628586                0    896545880
#> 470                -2063000000        1661699427        228000000   2078711500
#> 471                   78773000        1660064038                0    205259000
#> 472                 -166200000        1660493384                0    133000000
#> 473                  -99000000        1660493432       1178000000    181900000
#> 474                  918000000        1657292588      11794000000    864000000
#> 475                -4558000000        1655132637      52926000000   2754000000
#> 476                 2351000000        1661699462       1397000000   2286000000
#> 477                 -528000000        1659628656       1382000000    414400000
#> 478                  -26395000        1660323383         97980000     60206000
#> 479                 -599300000        1660323402       1078200000    315400000
#> 480                -4508000000        1660064143                0   3793800000
#> 481                -1276714000        1660750657                0    454327000
#> 482                  -66000000        1659715934        220000000     74400000
#> 483                 -370000000        1661699471       1902000000    313000000
#> 484                 -207600000        1660493496       2259700000    255600000
#> 485                 -346000000        1659889735        283000000    744542000
#> 486                 -130000000        1659540930       5063000000     56000000
#> 487                -1292000000        1660064154       2496000000   1218678000
#> 488                  -55000000        1659715944                0    112000000
#> 489                 -115000000        1659887640       1054000000     51000000
#> 490                  -98169000        1660750696        153816000    114471000
#> 491                -1103000000        1659715961       1590000000    546000000
#> 492                  -41000000        1660135863        648000000    180200000
#> 493                  -35000000        1660652358                0    286000000
#> 494                 -893000000        1660135891        827000000     52138470
#> 495                 -243200000        1660135887        307100000    209600000
#> 496                 2366000000        1660323580                0    150635000
#> 497                 -203000000        1660323584        430000000    470000000
#>     current_assets current_cash current_long_term_debt    goodwill
#> 1     1.451400e+10   2984000000             2257000000 13064000000
#> 2     1.631200e+09    459400000                6800000   627400000
#> 3     2.495600e+10   9290000000                5000000 22744000000
#> 4     2.910000e+10   9961000000            11930000000 32028000000
#> 5     1.060359e+09    844321000                      0    74855000
#> 6     2.100774e+10   6707890000                8768000 12499443000
#> 7     1.250700e+10  10483000000                      0  9931000000
#> 8     3.764700e+10    906000000             3456000000           0
#> 9     7.908000e+09   5299000000              499000000 12801000000
#> 10    5.480490e+10   1436300000                      0  2300500000
#> 11    6.183165e+09    240551000              100056000   992401000
#> 12    6.923000e+09   1670000000             2202000000  1179000000
#> 13    1.228160e+11            0             7416000000           0
#> 14    3.643000e+09   1207000000              175000000  3956000000
#> 15    6.367300e+09   3315000000              754600000   866800000
#> 16    1.566157e+09    690689000               75000000  2763828000
#> 17    4.232000e+09   3425000000              342000000  2041000000
#> 18    3.350104e+09    930596000              251304000  1542767000
#> 19    4.989350e+08    420258000                      0           0
#> 20    2.376804e+09    899639000                      0   390100000
#> 21    1.753000e+09    919600000               12600000   781000000
#> 22    1.308000e+09     19000000             1132000000           0
#> 23    8.038000e+10            0             7970000000  3496000000
#> 24    1.723710e+11 124997000000                      0 23949000000
#> 25    4.086000e+09   2567000000             2634000000  5177000000
#> 26    1.336670e+11  60710000000                      0 20195000000
#> 27    5.853000e+09    775000000              150000000  5285000000
#> 28    1.346200e+10   5992000000              312000000 24193000000
#> 29    2.396000e+09      7000000             1626000000   411000000
#> 30    1.852500e+10  12522000000             2106000000  4091000000
#> 31    9.371000e+09    767300000             4606700000    52500000
#> 32    1.826650e+11            0            42479000000           0
#> 33    4.958840e+11            0            28438000000           0
#> 34    3.725600e+09   2066700000             3603900000 12969500000
#> 35    1.018000e+09     71000000              598000000  1143000000
#> 36    1.447630e+11            0             5102000000           0
#> 37    3.974453e+10   3034233000             1421566000  8632124000
#> 38    2.411614e+09    348653000              354791000  5173411000
#> 39    1.932200e+10   7183000000              817000000 14865000000
#> 40    6.311000e+09   1334400000               28100000  6275000000
#> 41    4.689708e+09   1524960000                      0 26920335000
#> 42    1.327225e+09    517635000                      0  3566968000
#> 43    3.083000e+09    282000000              125000000           0
#> 44    1.122920e+11  48231000000            24991000000           0
#> 45    1.543400e+10   3548000000                      0  3713000000
#> 46    1.055800e+10   4670000000               17000000  2392000000
#> 47    4.729195e+09   2901902000                      0   273494000
#> 48    2.474440e+10            0             6448700000  9036400000
#> 49    1.735570e+10            0             2128800000  2558200000
#> 50    3.448500e+10   4018000000             6829000000 92746000000
#> 51    3.281851e+09    328075000             2201430000   731257000
#> 52    2.358000e+09   1585000000              350000000  3642000000
#> 53    6.254721e+09    320971000                      0   302645000
#> 54    5.492820e+08    152522000                      0           0
#> 55    2.948800e+09    164800000              738600000  1856000000
#> 56    1.419900e+10   2928000000               34000000  5741000000
#> 57    6.493000e+09    480000000              251000000  4350000000
#> 58    2.871597e+12            0           303583000000 69022000000
#> 59    1.752000e+09    651000000                      0   628000000
#> 60    7.882000e+09   1852000000              408000000  9644000000
#> 61    9.547000e+09   2572000000             1682000000 23968000000
#> 62    2.856742e+10            0             2840284000   169652000
#> 63    8.315000e+09    640000000               15000000  1385000000
#> 64    3.249697e+09   1967659000                 466000   347323000
#> 65    6.055560e+08    247029000               12500000   822101000
#> 66    9.740900e+09   4797900000              999800000  5749600000
#> 67    8.580200e+10   6163000000                      0 15346000000
#> 68    4.205600e+11            0            28130000000 17271000000
#> 69    1.060000e+11  11448000000             5406000000  8055000000
#> 70    1.492400e+10  11841000000             1283000000  2842000000
#> 71    6.480000e+09   1390000000               60000000  3284000000
#> 72    1.951843e+09    456491000                      0           0
#> 73    5.083000e+09    276000000              170000000 12883000000
#> 74    3.018600e+10  13266000000             4953000000 20446000000
#> 75    1.481000e+10   9005000000              302000000 43603000000
#> 76    1.328400e+09    224700000                      0  3484900000
#> 77    5.330400e+09   2398400000               67500000  5149000000
#> 78    3.776000e+09    868000000              250000000   761000000
#> 79    5.168256e+09    238925000              674000000  1472855000
#> 80    1.657620e+09   1029544000                      0   924460000
#> 81    4.900000e+09    997000000               70000000 11082000000
#> 82    9.191600e+07     72095000                      0           0
#> 83    1.852000e+09    196000000              750000000  3978000000
#> 84    3.926510e+11            0            58498000000 14778000000
#> 85    3.293500e+10   4717000000              580000000           0
#> 86    2.179057e+10     95313000            15850690000   141258000
#> 87    8.555000e+09   7205000000             5871000000   579000000
#> 88    9.276000e+09   3017000000              269000000  9067000000
#> 89    3.025000e+09    880000000               29000000  3012000000
#> 90    4.198200e+10   5213000000            27373000000  6195000000
#> 91    1.932800e+09    464200000                      0  3132000000
#> 92    8.872216e+09   1192783000             1365582000  4794847000
#> 93    7.039800e+09    541600000              105500000  4369600000
#> 94    4.459000e+09    790000000              809000000  1348000000
#> 95    3.240600e+10            0              300000000 20310000000
#> 96    4.443000e+09   1213000000             2511000000  4294000000
#> 97    6.037500e+09    371200000                8300000  2302200000
#> 98    3.738000e+09   2370000000                      0  2090000000
#> 99    1.393086e+09    201333000                2364000  2860258000
#> 100   6.081790e+11            0            22462000000 11951000000
#> 101   3.738000e+09    483000000             1533000000 29563000000
#> 102   5.118800e+10  12370000000             3230000000  4663000000
#> 103   1.046299e+09    761617000                      0    21939000
#> 104   1.536710e+11            0            16093000000 15045000000
#> 105   1.750700e+09    639700000              703200000  2270700000
#> 106   4.979100e+10            0             2397000000 45810000000
#> 107   2.714800e+10            0              885000000           0
#> 108   2.631983e+09     90471000              311574000  3042976000
#> 109   3.598100e+10  20108000000             1000000000 38452000000
#> 110   2.221984e+12            0           297479000000 19597000000
#> 111   2.008430e+11            0            18203000000  8081000000
#> 112   1.897835e+09    872799000               99966000  3404214000
#> 113   1.725000e+09    183000000              237000000  1558000000
#> 114   1.414510e+11   1974600000                      0 10484100000
#> 115   2.393000e+09     77000000              719000000           0
#> 116   2.314100e+10  11619000000             5146000000 18910000000
#> 117   7.023000e+09   2320000000               38000000  5517000000
#> 118   5.160000e+09    858000000               29000000  3238000000
#> 119   2.419300e+10   6822000000             2083000000 66486000000
#> 120   8.646700e+10            0             2630000000           0
#> 121   3.033700e+09     83300000              891600000 11329200000
#> 122   1.886000e+10   8181000000              676000000           0
#> 123   6.016000e+09   1127000000             2966000000   439000000
#> 124   3.302200e+09    101800000              699100000  7915100000
#> 125   8.090000e+09    806000000              384000000           0
#> 126   1.738200e+09    399200000              905700000  3719400000
#> 127   2.457426e+09   1454818000               22687000   348000000
#> 128   7.883000e+09   1629000000              121000000  2389000000
#> 129   1.476400e+10   2655000000              712000000  9987000000
#> 130   3.300800e+10  11831000000               77000000           0
#> 131   2.832000e+09   1059000000              130000000           0
#> 132   1.290000e+09    281000000               70000000 10087000000
#> 133   2.784000e+09    812000000              236000000           0
#> 134   1.276200e+10   2998000000              935000000  1391000000
#> 135   6.214200e+10  14993000000             4019000000 78560000000
#> 136   2.586750e+10   1529400000             1405700000   163500000
#> 137   1.322900e+10   3984000000               10000000 39276000000
#> 138   1.179400e+09    287500000               16600000  1037400000
#> 139   3.264108e+09    363094000              197510000  7019778000
#> 140   6.031200e+10   4560000000            48866000000  3812000000
#> 141   1.731300e+10  10770000000             1936000000  9753000000
#> 142   1.837000e+09    339000000              182000000  3976000000
#> 143   6.351000e+09   3457000000                      0   753000000
#> 144   3.808700e+09   2754800000                      0    25600000
#> 145   1.201000e+09     43000000               55000000           0
#> 146   3.971840e+09     99226000                      0  7545107000
#> 147   1.095190e+11            0            19985000000   255000000
#> 148   4.840444e+09   2754159000             3232992000           0
#> 149   3.142200e+10  12959000000             5580000000 77945000000
#> 150   7.682892e+09    326263000              900635000  4338589000
#> 151   6.377300e+09    688900000                      0  1984300000
#> 152   1.138800e+10    272000000             5625000000  7297000000
#> 153   8.458700e+08    114353000               55654000    16153000
#> 154   3.590996e+09    515371000              393654000  4481451000
#> 155   2.176900e+10   2367000000              656000000  8605000000
#> 156   4.093000e+09     67000000             3485000000  1993000000
#> 157   1.156100e+10    428000000             7046000000 19303000000
#> 158   2.875280e+08     44195000                      0           0
#> 159   1.400600e+10   1439000000              661000000 16610000000
#> 160   6.848000e+09   2209000000              904000000   582000000
#> 161   4.003000e+09    456000000              979000000  3663000000
#> 162   8.686000e+09    623000000             3422000000 14805000000
#> 163   5.067000e+09   3225000000             1149000000  4113000000
#> 164   4.905000e+09    124900000              618300000  7935900000
#> 165   5.653000e+09    122000000             4160000000           0
#> 166   3.263100e+09   1515800000                      0  1164100000
#> 167   3.517000e+09   2416000000                      0  5382000000
#> 168   5.365500e+10            0             2423000000 24367000000
#> 169   1.711520e+10   2736700000             2121800000  3891800000
#> 170   9.375000e+09   2529000000             3227000000 14748000000
#> 171   1.735992e+09   1247801000               88429000   197004000
#> 172   4.795411e+09    579889000             2306901000   377172000
#> 173   8.153000e+09   3073000000             1282000000           0
#> 174   2.359678e+09   1353616000                6701000   521267000
#> 175   1.353300e+09    223600000             1611700000  6238700000
#> 176   3.289947e+09   1891311000              178186000  5585330000
#> 177   1.186510e+08     45010000                      0           0
#> 178   4.460720e+08    192269000                      0           0
#> 179   9.298000e+09   3957000000              268000000  2521000000
#> 180   1.320222e+09   1006690000                3709000  1269155000
#> 181   3.282160e+10            0             3089319000           0
#> 182   1.922100e+09     22400000             2725000000  2336600000
#> 183   3.268043e+09     29540000             1407473000  4477756000
#> 184   7.342000e+09    816000000             2508000000  6630000000
#> 185   1.178600e+10   5594000000                      0  7135000000
#> 186   6.330149e+09   1976971000                      0     7927000
#> 187   8.714220e+08     58729000                      0   170811000
#> 188   9.316300e+10  18861000000             7367000000           0
#> 189   1.688925e+09    738341000              354591000  2259951000
#> 190   8.734700e+08    560546000                      0   978860000
#> 191   3.152700e+09    247900000              195000000           0
#> 192   5.892740e+08    177591000                      0           0
#> 193   2.036500e+10   6897000000               82000000  6544000000
#> 194   1.852500e+11            0            17893000000  4926000000
#> 195   1.881980e+11            0            12278000000           0
#> 196   2.539000e+09    478000000              353000000  5618000000
#> 197   1.070600e+10   1688000000             6790000000 52004000000
#> 198   2.028100e+10    883000000              600000000 36829000000
#> 199   6.823469e+09   1423060000             2108108000  5076364000
#> 200   5.517400e+09    591500000             1155100000  1455800000
#> 201   1.502120e+11  28216000000           110994000000           0
#> 202   2.952900e+09   1754900000                      0   121300000
#> 203   2.445300e+09    682900000              999900000  9058200000
#> 204   3.063800e+09    360600000                      0  2479600000
#> 205   8.281000e+09   5200000000                      0  3554000000
#> 206   1.428280e+10   4478700000             5496500000  5807100000
#> 207   1.618200e+10   9492000000             1038000000           0
#> 208   4.122617e+09   1614020000                      0   561395000
#> 209   1.981282e+09    360473000                6868000  2943257000
#> 210   2.491311e+09    467140000               81188000  1388051000
#> 211   2.057900e+10   2223000000             1754000000 20002000000
#> 212   6.065700e+10  19935000000             4947000000 25790000000
#> 213   5.089800e+09    819200000             2485600000 14378500000
#> 214   1.293200e+11  26834000000            94266000000           0
#> 215   8.526268e+09    519131000               14118000  2538240000
#> 216   1.317500e+10   5663000000             1021000000  8314000000
#> 217   1.970131e+10            0             2122269000   481791000
#> 218   5.216996e+09   1933309000             1749283000 23496495000
#> 219   1.566931e+12            0           325230000000  6196000000
#> 220   1.026200e+10   2226000000                      0  2828000000
#> 221   6.446200e+10            0             4355000000  1911000000
#> 222   3.085400e+09    628200000              235000000  3483200000
#> 223   1.393700e+10    858000000              246000000           0
#> 224   5.891300e+08            0             6453750000           0
#> 225   3.789000e+09    108000000               89000000  2833000000
#> 226   2.428465e+09    339722000             1667489000  2616497000
#> 227   3.969000e+09   2159000000              114000000   360000000
#> 228   1.817200e+10   3027000000             4596000000 18306000000
#> 229   2.840000e+09   1175000000               41000000  5030000000
#> 230   3.909000e+09   2375300000               11000000  3285900000
#> 231   3.294100e+10   1259000000             1757000000  7451000000
#> 232   2.384700e+10   8659000000             6586000000 17528000000
#> 233   3.373557e+09    885197000                8084000  4935832000
#> 234   1.276000e+09    699000000                      0           0
#> 235   2.837000e+09    537000000                1000000  4012000000
#> 236   2.351500e+10   4477000000              694000000  6801000000
#> 237   2.721700e+10            0             1932000000  8911000000
#> 238   1.639180e+11            0            10914000000  5571000000
#> 239   2.820000e+09    375000000                      0  2634000000
#> 240   2.789500e+10  14177000000             5981000000 55039000000
#> 241   1.551300e+09    557800000                      0  2238600000
#> 242   1.042825e+09    114362000              611000000   355528000
#> 243   6.371000e+09    879000000             1525000000  4870000000
#> 244   2.891000e+09   1327000000             1245000000  7158000000
#> 245   3.625845e+09   2722425000                3036000   155593000
#> 246   3.554900e+09   1309200000               31600000  5872200000
#> 247   5.058800e+10  27044000000             2882000000 27587000000
#> 248   1.763750e+11    830000000                4000000 21106000000
#> 249   7.046000e+09    977000000              293000000  3124000000
#> 250   8.760800e+09   1983400000               46300000  4855200000
#> 251   7.730000e+09    569000000             1755000000 16071000000
#> 252   5.858000e+09   3904000000                      0 13731000000
#> 253   6.292500e+09   4446000000                      0   349100000
#> 254   1.284040e+10    936800000             1671200000  8646200000
#> 255   4.911000e+09   1428000000              152000000 13104000000
#> 256   1.542019e+09    144746000               86790000  4923691000
#> 257   2.281918e+09    123841000              349955000           0
#> 258   6.135240e+08     48787000                  67000   687458000
#> 259   4.554155e+09   1102284000               51630000  7328384000
#> 260   6.384700e+10  32568000000             4305000000 34166000000
#> 261   1.155900e+10   1506000000             2298000000 17725000000
#> 262   3.554951e+12            0           346634000000           0
#> 263   3.072000e+09   1016100000                      0  3733800000
#> 264   4.261000e+09    323000000             1174000000  5744000000
#> 265   3.771000e+09    552000000               92000000 20163000000
#> 266   1.791570e+11            0            19426000000  2752000000
#> 267   3.886000e+09   1886000000                      0  1605000000
#> 268   5.662000e+09    311000000             1031000000  2102000000
#> 269   1.630644e+09   1370504000                      0           0
#> 270   3.608000e+09    100000000             2970000000 19914000000
#> 271   7.168911e+09   2708008000                      0  2320049000
#> 272   8.138000e+09   1518000000             1194000000 31176000000
#> 273   1.227600e+10   1382000000              587000000  3076000000
#> 274   6.188000e+09    420000000              264000000 18143000000
#> 275   5.030800e+09   1068800000               12100000  8114000000
#> 276   1.228524e+10   3657732000                7381000  1515113000
#> 277   1.659600e+09    525000000               32200000   318000000
#> 278   6.770000e+09   6452000000               73000000           0
#> 279   3.526000e+09    339000000             1153000000  6673000000
#> 280   2.722298e+10   1375931000             1321965000  3632058000
#> 281   3.167720e+11            0             6498000000  1778000000
#> 282   1.127200e+10   3655000000             4866000000 25678000000
#> 283   8.550782e+09   5860435000              607190000  2563119000
#> 284   4.331000e+09    265000000               47000000  4290000000
#> 285   2.097300e+10   1775000000                      0 10794000000
#> 286   5.872700e+10            0             9282000000   346000000
#> 287   2.266700e+10   1932000000              121000000           0
#> 288   1.179000e+10    360000000              156000000 15947000000
#> 289   1.284500e+10   1057000000              413000000  1793000000
#> 290   1.936860e+11            0             4136684000  8501357000
#> 291   2.808000e+09   1162000000              273000000           0
#> 292   4.241300e+10  13319000000             1087000000  8244000000
#> 293   1.145457e+09            0                      0   154789000
#> 294   3.106000e+09    546000000              558000000  8920000000
#> 295   8.169000e+09    909000000             1311000000 15963000000
#> 296   2.760300e+09    772100000                      0  3400500000
#> 297   3.359000e+09    440000000              508000000   554000000
#> 298   1.521100e+10   6359000000              735000000  7519000000
#> 299   8.048130e+08    472926000               58782000  2281606000
#> 300   2.324700e+09    325800000             1437800000  5300200000
#> 301   4.919300e+09   1872500000                      0  2722400000
#> 302   4.538300e+10   2233000000              799000000  9368000000
#> 303   2.305800e+10  10573000000             3742000000 40502000000
#> 304   3.211600e+10  10128000000             2979000000 21213000000
#> 305   5.598700e+10  40489000000                      0 20229000000
#> 306   6.215990e+11            0            17771000000  9151000000
#> 307   1.324701e+09    109449000              106574000   643449000
#> 308   9.166781e+09   5784173000             1250000000  4705842000
#> 309   2.643200e+09    379100000                      0  6673600000
#> 310   2.270800e+10  10227000000              107000000  1228000000
#> 311   1.696840e+11 104757000000             2749000000 67524000000
#> 312   2.217020e+08     60568000                      0           0
#> 313   1.356300e+10   7897000000              121000000           0
#> 314   5.940734e+09    488986000             1502544000  2536314000
#> 315   1.033200e+10            0                      0           0
#> 316   2.871900e+09    442100000              247000000  6148500000
#> 317   9.210000e+09   1924000000             1351000000 22103000000
#> 318   1.332089e+09    811879000                      0     6571000
#> 319   4.696620e+09   2469831000                      0  1412941000
#> 320   3.820000e+09   1703000000              499000000  5841000000
#> 321   1.124099e+12            0           233414000000 16757000000
#> 322   7.298700e+09    839100000              624700000  1162100000
#> 323   4.411000e+09    717000000                2000000  2873000000
#> 324   1.489081e+09    842300000                6532000  2231154000
#> 325   1.021800e+10    454000000             1020000000  8151000000
#> 326   5.945000e+09   4140000000              250000000  2346000000
#> 327   7.840778e+09   5819449000                      0           0
#> 328   4.757000e+09    323000000             1461000000  3450000000
#> 329   6.907000e+09   4358000000               98000000  2771000000
#> 330   4.093000e+09   1822000000              293000000  5169000000
#> 331   1.433200e+10   2861000000            10201000000  4843000000
#> 332   1.392000e+09    621000000               31000000  5577000000
#> 333   2.821300e+10  12997000000              510000000   284000000
#> 334   1.911700e+09     77800000              592300000  1485900000
#> 335   1.059839e+09    120892000              316181000  1821091000
#> 336   2.857000e+09   1259000000              605000000           0
#> 337   1.452302e+11            0             7914800000   690000000
#> 338   1.163700e+10   1169000000                      0 17518000000
#> 339   1.629000e+09   1291000000              614000000  2861000000
#> 340   3.131747e+09   1903238000             1005198000    98134000
#> 341   2.114800e+10    580000000               62000000  1657000000
#> 342   1.403381e+10   2365995000              729680000  3929503000
#> 343   2.957500e+10  20338000000                      0  4365000000
#> 344   4.303674e+09   1483445000              915801000           0
#> 345   6.320000e+09   3545000000                      0  9930000000
#> 346   4.799872e+09    253904000                      0   881299000
#> 347   1.040800e+10   1362000000              459000000           0
#> 348   1.209090e+09    420525000               20000000           0
#> 349   1.249640e+10   3325000000               12300000  9701800000
#> 350   4.785300e+09   1791600000              165200000  1815400000
#> 351   3.026499e+09    135774000              895814000           0
#> 352   3.163300e+10  21902000000             3749000000 43811000000
#> 353   3.774000e+09    545000000                9000000  4603000000
#> 354   6.150000e+09   1218000000               81000000  1550000000
#> 355   2.232370e+10   4694300000            10564300000           0
#> 356   2.990400e+09    749600000                1800000   922500000
#> 357   1.418200e+10   4037000000               37000000 16498000000
#> 358   1.204664e+10    563661000             1724310000  7740082000
#> 359   6.581600e+09   1223900000                8700000  1831500000
#> 360   3.847992e+09    279039000                      0    51889000
#> 361   5.525200e+10   9306000000                      0 11146000000
#> 362   2.058900e+09   1708300000              235100000  2799600000
#> 363   1.462600e+09    135100000                      0  2454800000
#> 364   2.263300e+10   5692000000             6032000000 18547000000
#> 365   2.107772e+09    360860000                4180000  7243492000
#> 366   6.746600e+10  33304000000             5990000000 49891000000
#> 367   1.837600e+10   5036000000             5707000000  6318000000
#> 368   2.249200e+10   2809000000              526000000  1486000000
#> 369   1.798148e+09     29189000              541000000           0
#> 370   6.321000e+09   3085000000             1117000000   243000000
#> 371   4.856880e+11            0            35984000000 10916000000
#> 372   2.470484e+09     91481000               19731000   692972000
#> 373   7.756000e+09    992000000              325000000  6119000000
#> 374   2.301000e+09    336000000             1489000000  2297000000
#> 375   2.838315e+11            0             4347600000  1588500000
#> 376   2.165300e+10   7214000000             8645000000 39700000000
#> 377   6.837400e+10            0             6386500000   227900000
#> 378   3.897521e+09    437515000                      0           0
#> 379   6.418620e+11            0            20402000000           0
#> 380   6.167000e+09   2207000000             4513000000           0
#> 381   9.484320e+08    322326000                      0  2382680000
#> 382   1.013886e+09   1013886000                      0           0
#> 383   1.201534e+10    662780000              442816000           0
#> 384   3.365000e+09    748700000               51700000  2745900000
#> 385   2.372489e+09    858791000                      0  2766877000
#> 386   5.020860e+09    150653000               27162000  3587220000
#> 387   1.899900e+10   6848000000             1945000000 10719000000
#> 388   2.426000e+09    790000000                2000000  7195000000
#> 389   3.577500e+09   1776900000               18600000   886500000
#> 390   8.160200e+10            0             3828000000           0
#> 391   4.146200e+10   4767000000              139000000 53806000000
#> 392   1.372904e+09    172849000             1169121000  3731478000
#> 393   3.131540e+08    121190000                      0   167095000
#> 394   1.552990e+10   7566400000                      0           0
#> 395   1.448260e+11            0             2319000000  5749000000
#> 396   2.140600e+09    119400000              313800000 14166300000
#> 397   1.931478e+09    273710000                9916000  1936442000
#> 398   2.260742e+09    590909000                      0   222268000
#> 399   3.492300e+09    482900000              601500000  3582200000
#> 400   5.069980e+08    220964000               15000000   742019000
#> 401   4.992000e+09   2879100000              799900000 13566600000
#> 402   7.048002e+09   4015567000                      0           0
#> 403   3.560888e+09   2102205000             5466486000   809298000
#> 404   6.235000e+09   3571000000               14000000 34444000000
#> 405   2.124600e+10  13533000000             1183000000 48568000000
#> 406   4.948990e+08    223865000              662720000           0
#> 407   1.431600e+10   2816000000              901000000 13009000000
#> 408   4.033000e+09    615000000              584000000  1237000000
#> 409   2.011100e+09    281200000               10700000  2173900000
#> 410   5.902000e+09   1931000000             1258000000  1602000000
#> 411   5.332000e+09   3834000000                      0   803000000
#> 412   6.259500e+09    312600000             2012600000  7106100000
#> 413   1.137451e+11            0             2145443000           0
#> 414   1.370116e+09    541240000                      0           0
#> 415   2.908000e+09    659200000              498800000  2176700000
#> 416   2.287700e+09    151600000              388000000  6016700000
#> 417   3.230700e+09    812900000               18800000  1046000000
#> 418   2.283808e+09    895793000                      0   116173000
#> 419   9.781000e+09   1724000000             3562000000  5280000000
#> 420   1.939600e+10  16431000000             1662000000   970000000
#> 421   9.972800e+09    282300000             5834200000  8459100000
#> 422   7.067500e+09   3254400000             1199100000  3451200000
#> 423   2.793950e+11            0            13603000000  7465000000
#> 424   1.847947e+09    316327000              151000000  4321176000
#> 425   8.825000e+09   1127000000                7000000 15115000000
#> 426   2.117940e+11            0             7070000000   375000000
#> 427   8.956000e+10            0            76485000000  1105000000
#> 428   2.899028e+09   1531158000                      0  3854889000
#> 429   1.041328e+10    876139000              506683000  4703777000
#> 430   1.747600e+10   3151000000             4162000000 12234000000
#> 431   3.036000e+09   1306600000              350000000  7227200000
#> 432   2.573800e+09    953200000               31200000  1241500000
#> 433   1.795300e+10   1112000000             1089000000           0
#> 434   7.583000e+09    820000000              822000000  5352000000
#> 435   2.337400e+09    278800000              300000000  7894600000
#> 436   1.385345e+09    308121000              110000000  2461083000
#> 437   2.270435e+09    781869000                9632000   397733000
#> 438   3.122200e+10  18915000000             1532000000   196000000
#> 439   1.304300e+10   8387000000              499000000  4362000000
#> 440   7.989000e+09   1764000000              389000000  2278000000
#> 441   1.810000e+10   1888000000             1010000000 41066000000
#> 442   1.248022e+10   4295068000                      0    96910000
#> 443   3.230396e+09    530822000                3502000           0
#> 444   6.125200e+09   1090200000             1049800000  5456600000
#> 445   6.308000e+09   3808000000              427000000  8728000000
#> 446   1.043530e+11            0             7291000000  3967000000
#> 447   1.475000e+09    350100000              300000000  3886000000
#> 448   4.927150e+11            0            44030000000 26299000000
#> 449   7.273581e+09   6120743000                      0  1303438000
#> 450   9.572870e+08    287528000               30000000  2449638000
#> 451   9.303000e+09   1056000000               67000000 10531000000
#> 452   5.299130e+11            0            54371000000 10157000000
#> 453   9.894602e+09       921000                      0           0
#> 454   2.442913e+09    434226000                      0    10870000
#> 455   3.976000e+09    834000000             2334000000           0
#> 456   2.437100e+10  20075000000             3090000000  4527000000
#> 457   2.557100e+10  12071000000             2579000000  3675000000
#> 458   2.164000e+09     68000000               60000000  5610000000
#> 459   6.835600e+10            0             5592000000 84159000000
#> 460   2.436225e+09    132658000               66205000  3912382000
#> 461   2.740900e+10   5392000000             1022000000           0
#> 462   8.625550e+08            0            12328140000  1044509000
#> 463   1.062200e+09    996900000                      0    52500000
#> 464   1.186600e+09    480700000             1136300000  3820400000
#> 465   3.749900e+10   1857000000            12873000000 28638000000
#> 466   1.150350e+10   9253400000                      0  1002200000
#> 467   4.611706e+09    528029000              828438000  2359548000
#> 468   1.117650e+10    741900000             1787900000 10523000000
#> 469   1.767152e+10    614001000                      0           0
#> 470   2.897100e+10  14047000000             3249000000 17977000000
#> 471   2.131433e+09    988398000              575000000           0
#> 472   1.899500e+09    120700000              176500000  3742400000
#> 473   4.046000e+09    501000000              226000000  8459000000
#> 474   1.887100e+10   4458000000             2787000000 21901000000
#> 475   8.322000e+10  11817000000            15523000000 29438000000
#> 476   1.544900e+10   2575000000             1097000000 34273000000
#> 477   3.987000e+09    894000000              231000000  9022000000
#> 478   1.564327e+09    419794000               50000000   428005000
#> 479   2.642500e+09     30300000             1803500000  3052800000
#> 480   1.765602e+12            0           187366000000 25178000000
#> 481   2.667635e+09            0            15034544000    68321000
#> 482   1.771100e+09    718500000               44200000   106600000
#> 483   9.453000e+09   2327000000                      0 10041000000
#> 484   6.004700e+09    305400000              387800000  5928800000
#> 485   3.012000e+09   1723000000                      0           0
#> 486   8.460000e+09   1642000000              267000000  2183000000
#> 487   3.787000e+09    133000000             1915000000           0
#> 488   1.637000e+10   1920000000                      0 10158000000
#> 489   4.513000e+09    262000000               17000000   374000000
#> 490   2.371214e+09   2014898000              544632000           0
#> 491   4.842000e+09    335000000              787000000           0
#> 492   3.174000e+09   1113000000              521000000  2714000000
#> 493   1.429000e+09    412000000               72000000   649000000
#> 494   1.806000e+09     98000000              144000000  3929000000
#> 495   4.462900e+09    386400000              851900000  8868900000
#> 496   8.304000e+10            0             1689000000           0
#> 497   6.651000e+09   2652000000             1352000000  2720000000
#>     intangible_assets   inventory long_term_debt long_term_investments
#> 1          4993000000  5645000000    14019000000           31120000000
#> 2           357500000   493000000      291600000            1690200000
#> 3         11592000000  5899000000    16755000000           49246000000
#> 4         71823000000  3396000000    61002000000          114086000000
#> 5            38168000    95373000              0             643277000
#> 6                   0           0       51546000           25087458000
#> 7           577000000           0     3609000000           12487000000
#> 8          6547000000 14485000000     8062000000           24181000000
#> 9          1650000000           0     3627000000           18418000000
#> 10         1333100000           0     2987100000            8263300000
#> 11          634262000  4830101000     1187583000            5954798000
#> 12         1646000000   871000000    19174000000           29147000000
#> 13                  0           0              0           12813000000
#> 14          898000000   937000000     2730000000            6812000000
#> 15          376800000   514000000     6831600000           21121700000
#> 16          476707000           0     2283037000            6644897000
#> 17                  0    93000000     1961000000           10568000000
#> 18          285303000  1216213000     3205730000            9170301000
#> 19                  0           0    10271406000           32745118000
#> 20           93817000   310046000              0            3433315000
#> 21          412100000   428400000     2018100000            1900700000
#> 22                  0   240000000     6981000000           18083000000
#> 23                  0           0              0           15970000000
#> 24         1377000000  1980000000    14734000000          182814000000
#> 25        12372000000  1144000000    25046000000           32660000000
#> 26                  0 38153000000    70678000000          286061000000
#> 27         1657000000  2439000000     6340000000           11573000000
#> 28        26159000000  2648000000     2465000000           54040000000
#> 29                  0   600000000    12985000000           34712000000
#> 30         2079000000  2273000000    34963000000           49438000000
#> 31                  0  1102300000    32982700000           81490300000
#> 32                  0           0              0           22633000000
#> 33                  0           0              0           43054000000
#> 34        19225600000           0    37240100000           64391200000
#> 35                  0    85000000    11026000000           25556000000
#> 36                  0           0              0           13734000000
#> 37         4607974000 15823360000     4640131000           17429104000
#> 38         3234443000   966609000     2147362000            9573357000
#> 39        13927000000  4554000000    35705000000           39972000000
#> 40          751200000  2043700000     4834200000            8675100000
#> 41        13764444000  1203394000     6252839000           45656462000
#> 42          771257000           0      753402000            4791355000
#> 43                  0   473000000     5160000000            9841000000
#> 44                  0  5433000000    94700000000          224017000000
#> 45          337000000  5506000000     5456000000           10727000000
#> 46          876000000  2362000000     6433000000            9350000000
#> 47          140836000   852810000              0            1095350000
#> 48         3190900000           0              0           15246000000
#> 49          676200000           0              0           14373000000
#> 50       128928000000  3241000000   129747000000          391948000000
#> 51                  0   223993000     5759164000           18373633000
#> 52          479000000           0     2279000000            5903000000
#> 53                  0  5313114000     6057444000            8265844000
#> 54                  0           0     8001193000           19219495000
#> 55          882600000   990100000     2493400000            5143600000
#> 56         4049000000  4052000000     6625000000           19554000000
#> 57         1474000000  2473000000     8847000000           14433000000
#> 58                  0           0              0          240009000000
#> 59          165000000   820000000     4856000000            3108000000
#> 60         7459000000  2663000000    16278000000           23949000000
#> 61        11887000000  3163000000    14683000000           43653000000
#> 62                  0           0              0            4125026000
#> 63                  0  6258000000     1170000000            6936000000
#> 64          239747000   657130000     1196943000            9432429000
#> 65          531522000   141123000      243410000            1689249000
#> 66         2075300000  1294200000     6277400000           15340500000
#> 67        18377000000           0     6635000000           40164000000
#> 68         2934000000           0              0           32061000000
#> 69         2431000000 79917000000    51794000000           29479000000
#> 70         1925000000           0     8190000000            9569000000
#> 71         1083000000  1653000000     4156000000            9664000000
#> 72                  0           0    13899605000           21314590000
#> 73         6349000000  1752000000     8802000000           27104000000
#> 74        37690000000  2142000000    37107000000           70171000000
#> 75         9241000000  1668000000    39164000000           56909000000
#> 76         1077100000           0     3793000000            6840500000
#> 77         1145700000           0     4156300000            6949500000
#> 78          586000000  1818000000     2019000000            2597000000
#> 79           75789000           0     1594055000            2289183000
#> 80          215781000   106372000      347999000            2703654000
#> 81         4812000000    47000000    26191000000           31770000000
#> 82                  0           0     3736950000            9394100000
#> 83         3208000000  1044000000     3998000000            9995000000
#> 84                  0           0              0           47637000000
#> 85         7629000000 15636000000     4735000000           10943000000
#> 86                  0  4691085000     2569751000            4548122000
#> 87         1167000000   425000000    29263000000           44434000000
#> 88          458000000  2350000000     8298000000           14386000000
#> 89         1097000000   676000000     4157000000            7297000000
#> 90          889000000 15881000000     9589000000           39125000000
#> 91         1832500000           0     1959200000            5543300000
#> 92         2256613000           0     1503494000           11566456000
#> 93         1556600000  1020100000     6481400000            6613300000
#> 94          675000000  1713000000     3022000000            8254000000
#> 95         7671000000           0    18456000000           48654000000
#> 96                  0   636000000    13237000000           31773000000
#> 97          312500000           0     1214700000            3044800000
#> 98                  0   497000000     2964000000            9685000000
#> 99         1032372000   256765000     2997221000            6136275000
#> 100                 0           0              0           29378000000
#> 101       70727000000           0    94468000000          139520000000
#> 102                 0  7715000000    23005000000          206748000000
#> 103                 0    29456000              0            5499037000
#> 104        5272000000           0              0           41980000000
#> 105        3434600000   663000000     2103900000            6694100000
#> 106       33276000000  3781000000    30984000000          102839000000
#> 107                 0           0              0            2044000000
#> 108         391638000   472150000     2483932000            5515273000
#> 109        2811000000  2231000000     8418000000           56816000000
#> 110        4526000000           0              0          158920000000
#> 111                 0           0              0           25869000000
#> 112         691254000    24911000     3228617000            5113264000
#> 113         884000000   755000000     2474000000            4433000000
#> 114       20557400000           0     3436700000           35220300000
#> 115                 0   845000000    11711000000           26647000000
#> 116       14978000000  3621000000    36755000000           70028000000
#> 117        1101000000           0      608000000           10235000000
#> 118        2314000000  2012000000     7957000000           10551000000
#> 119       90093000000           0    91459000000          242842000000
#> 120                 0           0              0             422000000
#> 121        3853100000  1939700000     8088200000           19401400000
#> 122                 0  1234000000    16295000000           74833000000
#> 123        1244000000   449000000    22361000000           59056000000
#> 124        2765700000  1656400000    10278200000           22538900000
#> 125                 0  1383000000     4507000000           37243000000
#> 126        1907400000   603800000     2346700000           10039800000
#> 127          40854000    56988000      502343000            2986448000
#> 128        1088000000  2835000000     6677000000           21835000000
#> 129        9673000000  4184000000     1283000000           26142000000
#> 130                 0 17623000000     6507000000           30844000000
#> 131                 0    46000000     2995000000           17815000000
#> 132        3822000000           0    21212000000           37723000000
#> 133         557000000   379000000    15974000000           37582000000
#> 134        1054000000  4765000000     3490000000           11715000000
#> 135       28135000000 17375000000    50797000000          168137000000
#> 136                 0 21698900000     4569500000            3002400000
#> 137       20907000000  3257000000    20052000000           68577000000
#> 138         806300000   270600000      901000000            8956400000
#> 139         184740000   109522000    10450737000           13836467000
#> 140        1352000000  9030000000              0           23787000000
#> 141        5997000000  1734000000    22903000000           57492000000
#> 142        2319000000   504000000     1913000000            7383000000
#> 143                 0           0     6709000000           16843000000
#> 144          28000000   339500000     2028600000            1408700000
#> 145                 0    65000000     5401000000           22247000000
#> 146                 0           0    14294307000           31984217000
#> 147                 0           0              0            5081000000
#> 148       37063534000   585758000    17864825000           45017336000
#> 149       15334000000  1590000000    46022000000          172652000000
#> 150        1199700000  6935856000     4290700000           20556364000
#> 151        3100000000  5422200000     3419300000           16299000000
#> 152                 0  1584000000    38259000000           92290000000
#> 153         103137000    70201000     4989578000             824760000
#> 154        1294626000  1381607000     2936124000            7216425000
#> 155        2616000000  8225000000    13065000000           40374000000
#> 156         171000000   855000000    15608000000           37221000000
#> 157                 0  3208000000    63147000000          160822000000
#> 158                 0           0     3888680000           10670754000
#> 159        5805000000  2356000000    10625000000           30434000000
#> 160        3117000000           0     3874000000           11799000000
#> 161        1248000000  1826000000     4012000000           10872000000
#> 162        5689000000  3445000000     6277000000           26466000000
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#> 2                   0           807600000     81500000             57300000
#> 3           226000000          2154000000   5358000000           2568000000
#> 4            35000000        -89198000000   5033000000           4506000000
#> 5                   0          1423173000     10073000             29563000
#> 6           622629000          8889651000   3399309000          14299850000
#> 7                   0          7740000000    545000000           1452000000
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#> 10                  0          -408300000   3404100000          50198000000
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#> 15          571800000         12400300000   2406900000            769700000
#> 16                  0          1039943000    131689000            207043000
#> 17                  0          1758000000    387000000            313000000
#> 18          215684000          4257221000    230346000            116671000
#> 19         3322801000         17139335000   2220055000             55740000
#> 20                  0          3115164000     52843000            124277000
#> 21            2800000          -416200000    429600000             71700000
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#> 24                  0        230093000000   5712000000           8321000000
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#> 29          129000000          9469000000   3258000000            789000000
#> 30                  0        -14592000000   1906000000            898000000
#> 31          241000000         24003500000   8818200000           2160500000
#> 32                  0         23235000000  17540000000                    0
#> 33         1480000000         44859000000  28701000000          76709000000
#> 34         3767500000        -25236400000   3188300000            446600000
#> 35                  0          6427000000   2220000000            169000000
#> 36                  0          4304000000  11240000000           2969000000
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#> 47                  0          3591462000     46610000            388697000
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#> 50        17561000000       -103928000000  18808000000          15764000000
#> 51                  0          8536914000   1085773000           2354526000
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#> 54            3480000         10917461000     51227000            289091000
#> 55                  0          -801700000    834100000            228800000
#> 56          204000000          5092000000   4460000000           1647000000
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#> 58                  0        170962000000 159971000000          62047000000
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#> 63                  0          1382000000    596000000            613000000
#> 64                  0          8335527000    100886000            169024000
#> 65            -759000           348147000     46828000             22856000
#> 66           -9100000          4047600000   1500800000           1645300000
#> 67         1216000000          3366000000   3998000000                    0
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#> 476        1564000000        -61734000000   8077000000           5825000000
#> 477           2000000         -2666000000    899000000            269000000
#> 478                 0          -260982000    191222000             95160000
#> 479         169600000          8237800000   4448400000            458100000
#> 480        2261000000        121730000000  67386000000                    0
#> 481        1317733000         18487859000            0            939436000
#> 482                 0          2297800000     67000000            112600000
#> 483                 0          1967000000   2882000000            684000000
#> 484          23500000          2497800000   2607600000            569700000
#> 485                 0         10816000000    370000000            165000000
#> 486         173000000            26000000    601000000            877000000
#> 487        2610000000          3558000000   1359000000            499000000
#> 488          80000000         -2229000000   2208000000            411000000
#> 489         264000000          1600000000    160000000            162000000
#> 490        -764892000          -865881000    204084000             95256000
#> 491                 0         15971000000   3509000000           1986000000
#> 492           8000000          -494000000    718000000            185000000
#> 493                 0         -9578000000    577000000            419000000
#> 494                 0         -2075000000    241000000            131000000
#> 495           6200000         -2054900000   1019900000            671700000
#> 496                 0          4177000000   2357000000                    0
#> 497                 0           470000000    147000000            503000000
#>     other_current_liabilities other_liabilities property_plant_equipment
#> 1                4.366000e+09        7319000000               9319000000
#> 2                2.970000e+08         286000000                592700000
#> 3                7.894000e+09        8339000000               8818000000
#> 4                2.254300e+10       30768000000               4958000000
#> 5                1.059650e+08          25943000                198478000
#> 6                1.416947e+10        4409897000               1665478000
#> 7                1.827000e+09         862000000                175000000
#> 8                1.660300e+10        1102000000               9680000000
#> 9                6.520000e+09         883000000               1790000000
#> 10               5.504850e+10        1259200000                652600000
#> 11               1.154936e+09          98698000               1611119000
#> 12               2.102000e+09        3117000000              20753000000
#> 13               9.615400e+10        5672000000                512000000
#> 14               1.135000e+09         790000000               1010000000
#> 15               2.652300e+09        1726200000              14131700000
#> 16               6.104350e+08         112057000               1541875000
#> 17               4.274000e+09        2081000000               6471000000
#> 18               4.388750e+08         839990000               6208024000
#> 19               1.531542e+09         566434000              28128027000
#> 20               1.658807e+09         308292000               1182444000
#> 21               3.194000e+08         245500000                278000000
#> 22               5.600000e+08        1997000000              15453000000
#> 23               6.835600e+10                 0                975000000
#> 24               5.694500e+10       11057000000             106223000000
#> 25               5.281000e+09        1894000000               1557000000
#> 26               6.907200e+10       23458000000             173706000000
#> 27               1.880000e+09         672000000               3646000000
#> 28               3.332000e+09        1118000000               1441000000
#> 29               1.962000e+09        6912000000              30086000000
#> 30               1.793100e+10       12339000000              29994000000
#> 31               5.643100e+09       12039400000              68708200000
#> 32               9.641100e+10       31802000000               5093000000
#> 33               4.356320e+11       28044000000                        0
#> 34               2.990800e+09        3221900000              19716000000
#> 35               9.340000e+08        3741000000              22102000000
#> 36               1.394840e+11        9607000000                        0
#> 37               2.427076e+09        7249000000               2104765000
#> 38               7.375710e+08         542948000                597153000
#> 39               1.054500e+10        8552000000               5158000000
#> 40               1.179700e+09         597200000               1155100000
#> 41               1.896133e+09        1249169000               2180048000
#> 42               6.073950e+08         103280000                 81154000
#> 43               1.763000e+09        3357000000               8231000000
#> 44               5.653900e+10       53629000000              40335000000
#> 45               5.147000e+09        1500000000               2194000000
#> 46               1.253000e+09         696000000               3211000000
#> 47               1.002933e+09         475487000                 91823000
#> 48               2.261750e+10        1749100000                569600000
#> 49               2.514020e+10                 0                608800000
#> 50               4.236000e+10       38140000000             125135000000
#> 51               1.057687e+09        1006414000              16556603000
#> 52               3.316000e+09        1119000000                162000000
#> 53               1.270871e+09         707871000               4971626000
#> 54               6.788970e+08                 0              18798656000
#> 55               8.510000e+08         661600000               1451000000
#> 56               5.577000e+09        2476000000               4531000000
#> 57               1.241000e+09        1462000000               6629000000
#> 58               2.538905e+12                 0              11016000000
#> 59               7.700000e+08         246000000               1059000000
#> 60               2.226000e+09        2264000000               4976000000
#> 61               5.398000e+09        5943000000               6005000000
#> 62               2.193712e+10        1378169000                415446000
#> 63               3.128000e+09         558000000               2251000000
#> 64               4.549890e+08         176815000                471321000
#> 65               1.296530e+08          17239000                223242000
#> 66               3.583400e+09        1167800000               3355100000
#> 67               7.128000e+10        5130000000                900000000
#> 68               3.736220e+11        9724000000               3354000000
#> 69               6.981800e+10       13639000000              10617000000
#> 70               6.759000e+09         891000000                858000000
#> 71               1.293000e+09         788000000               4151000000
#> 72               6.102250e+08         401360000              18860789000
#> 73               2.980000e+09        1631000000               2246000000
#> 74               1.308000e+10        5471000000               5970000000
#> 75               5.539000e+09        4655000000               2262000000
#> 76               1.068400e+09         469500000                150900000
#> 77               2.553100e+09         311300000                214600000
#> 78               5.660000e+08         364000000                875000000
#> 79               9.392530e+08          27379000                155829000
#> 80               1.042491e+09         345555000                316741000
#> 81               4.504000e+09         891000000              14606000000
#> 82               3.856430e+08         186143000               9144235000
#> 83               1.949000e+09         661000000               2313000000
#> 84               3.086580e+11       19722000000               4238000000
#> 85               2.842000e+09        9299000000               2361000000
#> 86               5.523680e+08         378508000               3258614000
#> 87               6.597000e+09         965000000              39262000000
#> 88               2.874000e+09        2001000000               1805000000
#> 89               6.160000e+08         276000000               2820000000
#> 90               1.012800e+10       10166000000              11744000000
#> 91               1.564400e+09         263400000                109800000
#> 92               6.258211e+09        1051637000                778535000
#> 93               1.541400e+09         255700000                194700000
#> 94               5.360000e+08        1062000000               4158000000
#> 95               2.878600e+10        6209000000               2557000000
#> 96               7.740000e+08        4682000000              25015000000
#> 97               5.639900e+09          43200000                141400000
#> 98               1.097000e+09         676000000               6622000000
#> 99               8.343900e+08         195075000               1383422000
#> 100              5.705820e+11                 0               3670000000
#> 101              9.144000e+09        4759000000              34472000000
#> 102              1.098500e+10       25306000000             144410000000
#> 103              6.730420e+08          39852000               1813348000
#> 104              1.244800e+11        3411000000                        0
#> 105              3.564000e+08         312800000                660600000
#> 106              4.317400e+10       14952000000               3659000000
#> 107              1.543700e+10        1248000000                201000000
#> 108              8.698120e+08         319397000               1323673000
#> 109              2.086100e+10       19829000000               2046000000
#> 110              1.797247e+12       86552000000                        0
#> 111              1.799290e+11        4252000000                885000000
#> 112              2.060561e+09         512565000                207082000
#> 113              5.870000e+08         791000000               1334000000
#> 114              1.389192e+11         869800000                481600000
#> 115              7.560000e+08        5143000000              21627000000
#> 116              1.538500e+10        8046000000               9462000000
#> 117              2.758000e+09         593000000               1121000000
#> 118              2.859000e+09        2375000000               3765000000
#> 119              2.550300e+10       25425000000              53508000000
#> 120              7.782400e+10                 0                422000000
#> 121              7.626000e+08        1766500000               2713900000
#> 122              5.667000e+09        8286000000              64008000000
#> 123              2.310000e+09        7337000000              49660000000
#> 124              7.921000e+08                 0               6163300000
#> 125              3.334000e+09       23559000000              19739000000
#> 126              5.586000e+08         411500000               1365600000
#> 127              4.264080e+08          61359000               2402809000
#> 128              3.475000e+09        4645000000              15350000000
#> 129              3.577000e+09        4531000000               4300000000
#> 130              1.411700e+10        2535000000              24143000000
#> 131              5.770000e+08         401000000              17407000000
#> 132              1.571000e+09        2052000000              15219000000
#> 133              1.102000e+09         793000000              33644000000
#> 134              3.331000e+09        2951000000               4389000000
#> 135              5.120000e+10       12567000000              12764000000
#> 136              2.790400e+09         117500000                481300000
#> 137              5.127000e+09        7597000000               3794000000
#> 138              1.463900e+09        1232200000               3356000000
#> 139              1.710929e+09         105137000               3304596000
#> 140              1.267900e+10        2964000000              12180000000
#> 141              1.903500e+10       14761000000              30519000000
#> 142              7.360000e+08         525000000                773000000
#> 143              3.426000e+09        1401000000              15113000000
#> 144              5.874000e+08          32600000                942900000
#> 145              1.523000e+09         417000000              21456000000
#> 146              1.960362e+09                 0              22742938000
#> 147              8.085100e+10                 0                984000000
#> 148              3.571516e+09         665254000               4470138000
#> 149              2.512400e+10       13456000000              33583000000
#> 150              2.307763e+09         216105000               4648187000
#> 151              2.369200e+09         276900000               4652900000
#> 152              6.411000e+09       17112000000              61264000000
#> 153              4.203300e+08          84937000                313812000
#> 154              9.533690e+08         568641000                963780000
#> 155              4.136000e+09       14467000000              20160000000
#> 156              1.665000e+09        7918000000              27735000000
#> 157              5.527000e+09       30121000000             113851000000
#> 158              2.961690e+08         365680000               9991647000
#> 159              2.698000e+09        1594000000               5564000000
#> 160              4.558000e+09        2725000000               2212000000
#> 161              7.740000e+08        1570000000               4959000000
#> 162              2.539000e+09        2471000000               3043000000
#> 163              2.574000e+09        1011000000               1173000000
#> 164              1.662900e+09        1149200000               3264000000
#> 165              3.022000e+09       21821000000              51695000000
#> 166              8.066000e+08         852900000               1559900000
#> 167              2.763000e+09         839000000                545000000
#> 168              3.688500e+10        2516000000               4090000000
#> 169              1.183950e+10        7229300000               9128200000
#> 170              3.545000e+09        3576000000               3359000000
#> 171              3.011830e+08         308313000                 86778000
#> 172              1.299428e+09       11016791000              42017487000
#> 173              1.590000e+09        2067000000              28847000000
#> 174              6.555140e+08          94143000                211119000
#> 175              8.311000e+08         298100000               1433900000
#> 176              1.430758e+09         789644000              15455180000
#> 177              5.007150e+08         292205000              19560653000
#> 178              3.970120e+08          42027000              10951359000
#> 179              3.725000e+09        1651000000               2650000000
#> 180              4.282640e+08         122458000                261697000
#> 181              2.537522e+10         590244000                        0
#> 182              6.604000e+08        4908100000              21612900000
#> 183              1.499566e+09        5656980000              34407210000
#> 184              3.067000e+09       13189000000              66456000000
#> 185              1.111100e+10         420000000               2163000000
#> 186              1.496087e+09                 0                495328000
#> 187              2.372950e+08         282200000               9170246000
#> 188              7.274300e+10       42833000000             209159000000
#> 189              1.340689e+09         661767000                172060000
#> 190              4.127150e+08          40965000                 85625000
#> 191              3.622000e+08                 0               1008700000
#> 192              5.653140e+08                 0               6891100000
#> 193              1.016200e+10        8019000000              38091000000
#> 194              1.635680e+11        6197000000               2118000000
#> 195              1.656470e+11        3557000000                474000000
#> 196              1.835000e+09        6050000000              35367000000
#> 197              8.738000e+09        1861000000                881000000
#> 198              1.820600e+10        1179000000               1804000000
#> 199              2.308825e+09         256672000                260588000
#> 200              1.708400e+09         865500000                797400000
#> 201              1.925500e+10       27166000000              36162000000
#> 202              2.441800e+09        2049800000                814600000
#> 203              1.029700e+09        1328000000                407600000
#> 204              6.852000e+08         248300000               1082800000
#> 205              2.296000e+09         715000000               1682000000
#> 206              4.092300e+09                 0                759100000
#> 207              4.894000e+09        5783000000              31200000000
#> 208              1.304154e+09          98863000               1113562000
#> 209              3.171514e+09         452896000                250315000
#> 210              4.769790e+08         360041000                446007000
#> 211              9.844000e+09        7259000000               5479000000
#> 212              4.893700e+10       65194000000              12400000000
#> 213              1.552000e+09         680800000               3393800000
#> 214              2.120300e+10       27664000000              41943000000
#> 215              1.870155e+09         778106000               1236859000
#> 216              7.634000e+09        4876000000               5299000000
#> 217              1.786025e+10         737538000                        0
#> 218              4.232522e+09         703005000               1689292000
#> 219              1.155119e+12                 0              18537000000
#> 220              1.972000e+09        1220000000               4165000000
#> 221              4.911000e+10        4711000000                970000000
#> 222              1.379400e+09         570000000                409900000
#> 223              5.011000e+09        3274000000              24587000000
#> 224              1.521573e+09         169622000              12873628000
#> 225              1.086000e+09         357000000                356000000
#> 226              7.572280e+08         461087000               2590826000
#> 227              1.882000e+09        1544000000              14818000000
#> 228              9.923000e+09        6647000000               5508000000
#> 229              3.154000e+09        2794000000                271000000
#> 230              7.733000e+08         316800000                490100000
#> 231              1.172900e+10        3052000000              25247000000
#> 232              7.116000e+09        9202000000               5342000000
#> 233              1.472576e+09         710448000               2123595000
#> 234              1.480000e+08         167000000               9717000000
#> 235              5.070000e+08        1140000000               2340000000
#> 236              1.120800e+10        3677000000               2613000000
#> 237              1.590700e+10        2181000000               3121000000
#> 238              1.454350e+11        4454000000               1175000000
#> 239              1.919000e+09        1611000000               3102000000
#> 240              2.215700e+10       29673000000               5275000000
#> 241              2.994000e+08         136300000                323300000
#> 242              4.282850e+08         106742000                594224000
#> 243              2.090000e+09        1246000000               1736000000
#> 244              1.354000e+09         853000000               1055000000
#> 245              7.288680e+08         276143000                697270000
#> 246              7.323000e+08         508600000                608300000
#> 247              1.639100e+10        8862000000              71660000000
#> 248              1.694180e+11         603000000               1703000000
#> 249              1.381000e+09        1650000000              10234000000
#> 250              1.555100e+09         625100000                641600000
#> 251              1.389000e+09         462000000               4177000000
#> 252              2.691000e+09          86000000                858000000
#> 253              1.025300e+09         447800000               2109300000
#> 254              2.978600e+09         443000000                491400000
#> 255              4.952000e+09         563000000                529000000
#> 256              1.260001e+09         404703000               4618169000
#> 257              6.334930e+08         301003000               4447695000
#> 258              5.227290e+08         122481000                211709000
#> 259              2.192281e+09         473486000                327906000
#> 260              3.075100e+10       23239000000              18354000000
#> 261              5.460000e+09        6055000000               2962000000
#> 262              3.208537e+12                 0              26770000000
#> 263              1.589300e+09         911500000                675700000
#> 264              2.011000e+09        1122000000               3656000000
#> 265              1.719000e+09         297000000               2446000000
#> 266              1.531550e+11                 0                638000000
#> 267              1.047000e+09         657000000                664000000
#> 268              2.477000e+09        1502000000               7931000000
#> 269              5.326000e+06         682697000              14945037000
#> 270              2.231000e+09        2125000000              35530000000
#> 271              2.427745e+09         925891000                849929000
#> 272              3.147000e+09        3366000000               6568000000
#> 273              8.095000e+09        2416000000              24209000000
#> 274              2.899000e+09        1494000000               2042000000
#> 275              1.876100e+09        1227900000               2870200000
#> 276              3.546170e+09        1354058000               1647587000
#> 277              2.643000e+08         211900000               1579200000
#> 278              1.874000e+09         358000000              11498000000
#> 279              2.753000e+09         198000000                669000000
#> 280              1.414663e+09        3562095000                        0
#> 281              3.099770e+11       10106000000                        0
#> 282              7.069000e+09       10373000000              23993000000
#> 283              6.189322e+09         398756000               1089421000
#> 284              9.810000e+08         324000000               1217000000
#> 285              1.417000e+10       12203000000               7569000000
#> 286              4.209400e+10        9124000000               9962000000
#> 287              7.614000e+09        1969000000              18713000000
#> 288              4.572000e+09        7456000000              20720000000
#> 289              2.434000e+09        1939000000              14741000000
#> 290              1.741017e+11                 0               1600172000
#> 291              5.810000e+08         522000000              14357000000
#> 292              4.848000e+09        2523000000              37062000000
#> 293              1.061420e+08                 0                 93255000
#> 294              5.522000e+09        6489000000               1532000000
#> 295              5.705000e+09        3268000000                863000000
#> 296              4.017000e+08         726800000               6164300000
#> 297              8.310000e+08         410000000                884000000
#> 298              1.071700e+10        3767000000               1950000000
#> 299              5.537040e+08         122087000                168761000
#> 300              5.688000e+08         478500000               1136100000
#> 301              2.740700e+09        2991900000              23334500000
#> 302              4.640200e+10        8685000000               2083000000
#> 303              6.376000e+09        4610000000               5413000000
#> 304              1.670700e+10        8951000000              20059000000
#> 305              1.820900e+10        7003000000              67588000000
#> 306              5.814430e+11       25011000000                        0
#> 307              7.444840e+08         320551000                760856000
#> 308              3.935322e+09         320407000               5027668000
#> 309              1.180700e+09        1140500000                994900000
#> 310              4.883000e+09        1521000000              36665000000
#> 311              7.333300e+10       44465000000              74398000000
#> 312              5.715680e+08                 0              10804333000
#> 313              6.510000e+09         518000000               1324000000
#> 314              1.062621e+09         325803000               4582075000
#> 315              7.225000e+09         126000000                401000000
#> 316              3.267300e+09         930300000               4169700000
#> 317              5.440000e+09        2953000000               8753000000
#> 318              1.765620e+08          58179000                356687000
#> 319              6.007500e+08         272226000                464541000
#> 320              2.225000e+09         930000000                433000000
#> 321              8.377000e+11                 0                        0
#> 322              2.723900e+09        1916300000              12569400000
#> 323              2.726000e+09        1842000000               1039000000
#> 324              1.104453e+09          97845000                 59390000
#> 325              9.851000e+09         244000000                514000000
#> 326              3.096000e+09        2592000000                602000000
#> 327              6.995744e+09        5541636000               1361920000
#> 328              1.469000e+09         864000000               1138000000
#> 329              1.770000e+09        7589000000              24131000000
#> 330              2.815000e+09         638000000               2103000000
#> 331              9.028000e+09       18764000000             105393000000
#> 332              6.500000e+08         358000000                248000000
#> 333              6.862000e+09        2613000000               4791000000
#> 334              1.772400e+09        2907300000              18511700000
#> 335              3.093690e+08         199280000                357561000
#> 336              6.960000e+08        1843000000              31787000000
#> 337              1.348632e+11        3938600000                476600000
#> 338              6.878000e+09        4668000000               8125000000
#> 339              1.939000e+09        1076000000                 56000000
#> 340              3.927928e+09         938561000              13641345000
#> 341              1.344200e+10        4356000000               1598000000
#> 342              2.313725e+09        1834763000               9213600000
#> 343              3.563000e+09        1374000000               2916000000
#> 344              8.751660e+08                 0                 60693000
#> 345              1.479000e+09        1171000000               2914000000
#> 346              1.154477e+09         205137000               4282413000
#> 347              4.074000e+09        9309000000              58573000000
#> 348              4.716980e+08         281187000               3378732000
#> 349              3.648000e+09         933200000                909600000
#> 350              7.543000e+08         581100000               2709800000
#> 351              8.352580e+08         387620000              19601219000
#> 352              1.444500e+10       17413000000               9716000000
#> 353              1.257000e+09         448000000                952000000
#> 354              4.641000e+09        1115000000                724000000
#> 355              5.234000e+09        2272400000               6323200000
#> 356              4.429000e+08         212900000               3762900000
#> 357              8.746000e+09        5405000000               1705000000
#> 358              2.403083e+09        1161836000               2122758000
#> 359              5.154800e+09         242800000                401300000
#> 360              3.554997e+09         164810000                374940000
#> 361              4.493900e+10        2750000000               1832000000
#> 362              8.119000e+08         127600000               4539700000
#> 363              6.836000e+08         196800000                318400000
#> 364              2.119100e+10        9121000000              22694000000
#> 365              7.059220e+08        1311435000                533645000
#> 366              3.521200e+10       25558000000              15244000000
#> 367              1.156100e+10        4472000000               5965000000
#> 368              3.430000e+09        2744000000              22229000000
#> 369              1.045140e+09        4148234000              15885614000
#> 370              1.083000e+09         875000000              30227000000
#> 371              4.571140e+11                 0                        0
#> 372              2.670790e+08          32109000                183480000
#> 373              4.840000e+09        2136000000               3214000000
#> 374              1.252000e+09        4084000000              29910000000
#> 375              2.775255e+11                 0                993300000
#> 376              9.554000e+09        7021000000              21195000000
#> 377              5.101800e+10                 0               1124700000
#> 378              1.042086e+09        1806961000              47019035000
#> 379              6.270640e+11       19215000000                        0
#> 380              2.207000e+09        6122000000              35159000000
#> 381              7.532090e+08          56487000                 90815000
#> 382              4.735990e+08                 0              15545495000
#> 383              2.563839e+09                 0                        0
#> 384              1.314800e+09         803900000                863300000
#> 385              3.905710e+08         264283000               1234334000
#> 386              1.854579e+09         462158000               2024238000
#> 387              6.132000e+09        5415000000               5038000000
#> 388              1.575000e+09         728000000               1664000000
#> 389              1.164700e+09         283300000                931400000
#> 390              7.279100e+10                 0                507000000
#> 391              2.791700e+10       16334000000              14741000000
#> 392              3.917360e+08        1589750000              33319240000
#> 393              3.859190e+08         357581000               9467218000
#> 394              2.499700e+09         783400000               3637700000
#> 395              1.382630e+11        3819000000               1768000000
#> 396              1.576200e+09        4099400000              10395800000
#> 397              5.201380e+08         150311000                498181000
#> 398              1.266873e+09          33097000                103616000
#> 399              1.690500e+09        1089100000                568500000
#> 400              4.520420e+08         106292000                130424000
#> 401              2.237400e+09         392500000                 77300000
#> 402              1.580712e+09         236211000               2887926000
#> 403              5.492032e+09         517884000              27556323000
#> 404              4.559000e+09         708000000                332000000
#> 405              1.889700e+10        1974000000               3375000000
#> 406              6.140250e+08         227578000               2677983000
#> 407              9.682000e+09        2574000000               6386000000
#> 408              9.130000e+08         218000000               2239000000
#> 409              5.069000e+08         654000000               1245900000
#> 410              4.473000e+09       10106000000              45402000000
#> 411              4.478000e+09         108000000                876000000
#> 412              2.192700e+09        1799300000               1961900000
#> 413              1.055003e+11                 0                104218000
#> 414              3.049690e+09         543936000              21907692000
#> 415              4.074000e+08         295000000               1607400000
#> 416              5.466000e+08         248500000               2138800000
#> 417              6.588000e+08         206100000                503500000
#> 418              6.121740e+08         420552000                489109000
#> 419              5.017000e+09       18421000000              92822000000
#> 420              8.459000e+09        3000000000              15594000000
#> 421              2.787700e+09        2404000000               2310600000
#> 422              5.713500e+09        6927500000               6408200000
#> 423              2.608530e+11                 0               2240000000
#> 424              5.283360e+08          73075000               1573337000
#> 425              3.237000e+09        2580000000               2803000000
#> 426              1.890370e+11        1629000000                294000000
#> 427              5.322000e+09                 0                        0
#> 428              2.473865e+09         221739000                486872000
#> 429              2.143799e+09        1090386000               4345098000
#> 430              1.016800e+10        3808000000              40245000000
#> 431              2.736800e+09         426100000                300200000
#> 432              9.169000e+08         347800000                544400000
#> 433              5.582000e+09        1632000000              28670000000
#> 434              2.319000e+09        2187000000               3712000000
#> 435              6.200000e+08         429100000                774200000
#> 436              3.790280e+08         178083000                429372000
#> 437              6.121470e+08         266906000                411263000
#> 438              9.077000e+09        4292000000              21093000000
#> 439              1.349000e+09        1236000000               5931000000
#> 440              2.660000e+09        2045000000               2469000000
#> 441              7.401000e+09        4534000000               8529000000
#> 442              5.647956e+09         908907000               5289164000
#> 443              9.581580e+08         110490000               1744556000
#> 444              2.580300e+09        2524500000               1425900000
#> 445              6.690000e+08         473000000                814000000
#> 446              8.016700e+10        6255000000                        0
#> 447              9.578000e+08         268600000                228500000
#> 448              4.247590e+11       13310000000               3682000000
#> 449              8.641710e+08         100301000               2175290000
#> 450              6.728610e+08           8807000                177907000
#> 451              2.309000e+09        1474000000               8393000000
#> 452              4.671020e+11       20839000000               3177000000
#> 453              4.060720e+08                 0                        0
#> 454              9.152030e+08          52840000                912017000
#> 455              2.772000e+09        1983000000              55315000000
#> 456              1.659900e+10        8596000000              31853000000
#> 457              7.590000e+09       11906000000              33487000000
#> 458              8.980000e+08         153000000              11670000000
#> 459              8.310600e+10       11967000000               9421000000
#> 460              1.925493e+09         496639000               5970719000
#> 461              4.304000e+09        2993000000              30754000000
#> 462              1.167354e+09                 0              21409887000
#> 463              1.067200e+09         361300000                240100000
#> 464              9.762000e+08          42400000                646900000
#> 465              3.635100e+10       32631000000             101310000000
#> 466              2.358200e+09         245200000               1100100000
#> 467              1.612804e+09         920590000               1007853000
#> 468              4.223200e+09        1622000000               3083900000
#> 469              5.383690e+08          73600000                221222000
#> 470              1.683200e+10        3387000000               3146000000
#> 471              5.072370e+08         271788000               9848977000
#> 472              8.528000e+08         853100000               5743200000
#> 473              1.786000e+09         920000000               1428000000
#> 474              9.486000e+09        3737000000              11789000000
#> 475              2.808100e+10       13943000000              94741000000
#> 476              1.194200e+10        9803000000               5597000000
#> 477              2.109000e+09        3536000000              14382000000
#> 478              5.985830e+08         406930000                545813000
#> 479              9.361000e+08        6282200000              27626200000
#> 480              1.513983e+12                 0               8444000000
#> 481              1.254497e+09                 0              32133108000
#> 482              3.009000e+08          71600000               1077400000
#> 483              3.335000e+09        1779000000               3670000000
#> 484              1.463900e+09        2843600000              10058400000
#> 485              6.580000e+08         687000000              14187000000
#> 486              2.262000e+09         965000000               2614000000
#> 487              1.427000e+09        4534000000              29660000000
#> 488              1.469200e+10        1137000000                744000000
#> 489              6.790000e+08         243000000               1438000000
#> 490              9.188210e+08          68014000               8596653000
#> 491              2.488000e+09        9521000000              46535000000
#> 492              7.820000e+08         864000000                608000000
#> 493              1.111000e+09        1635000000               1192000000
#> 494              1.142000e+09         516000000                265000000
#> 495              1.304600e+09        1166300000               1796600000
#> 496              7.909900e+10        1364000000               1372000000
#> 497              1.269000e+09         483000000               2559000000
#>      receivables retained_earnings shareholder_equity short_term_investments
#> 1     4914000000       45269000000        13742000000           9.710000e+08
#> 2      621500000        2984600000         1792500000           5.730000e+07
#> 3     7199000000       34487000000        36490000000           2.568000e+09
#> 4    11237000000        3516000000        14653000000           4.506000e+09
#> 5       91102000        1019066000         1536196000           2.956300e+07
#> 6              0       17177358000        21389094000           1.429985e+10
#> 7      572000000       12333000000        18248000000           1.452000e+09
#> 8     7861000000       23292000000        24393000000           4.421000e+09
#> 9     1588000000       26022000000        13985000000           1.021000e+09
#> 10    3170600000       20696300000         3225300000           5.019800e+10
#> 11     930452000        4706547000         2794809000           1.820610e+08
#> 12    1675000000       -1153000000         2995000000           1.451000e+09
#> 13     687000000       43547000000        26387000000           1.039030e+11
#> 14    1237000000         160000000         5122000000           2.620000e+08
#> 15    1768600000       16297900000        13643900000           7.697000e+08
#> 16     668425000        1635379000         4280478000           2.070430e+08
#> 17     401000000        4238000000         3799000000           3.130000e+08
#> 18    1086624000        3664172000         6085291000           1.166710e+08
#> 19      22937000                 0        17139335000           5.574000e+07
#> 20    1042842000        2601961000         3599081000           1.242770e+08
#> 21     333300000        1035200000          776900000           7.170000e+07
#> 22     490000000        3387000000         6137000000           5.590000e+08
#> 23   18200000000       52412000000        20024000000           6.056600e+10
#> 24   37073000000      196845000000       255419000000           8.321000e+09
#> 25      43000000       30252000000        -2403000000           3.320000e+08
#> 26   34804000000       80043000000       131402000000           0.000000e+00
#> 27    1935000000         534000000         4082000000           5.120000e+08
#> 28    4053000000        -218000000        55169000000           7.690000e+08
#> 29    1000000000        3336000000         9880000000           7.890000e+08
#> 30    1835000000       -9797000000        -8422000000           8.980000e+08
#> 31    2349300000       12108600000        24119600000           2.160500e+09
#> 32   55900000000       14751000000        23235000000           2.703800e+10
#> 33   15000000000       30550000000        45344000000           3.424570e+11
#> 34    1075900000        -842300000         6958700000           4.466000e+08
#> 35     667000000        1181000000         7570000000           1.690000e+08
#> 36   16385000000       18767000000         4304000000           4.023000e+10
#> 37   18752080000        2779357000          224299000           2.134853e+09
#> 38     885080000        8353735000         6950091000           2.112720e+08
#> 39    5327000000      -28252000000         2419000000           2.258000e+09
#> 40    2571600000        4553800000         6464300000           3.613000e+08
#> 41    1742646000        8175444000        36638591000           2.187080e+08
#> 42     743604000        4429008000         4452755000           6.598600e+07
#> 43    1894000000       -6679000000          584000000           4.340000e+08
#> 44   42242000000        5289000000        58107000000           1.638600e+10
#> 45    4956000000       36520000000        12070000000           1.424000e+09
#> 46    3304000000        5089000000         8099000000           2.220000e+08
#> 47     585786000        2408294000         4005792000           3.886970e+08
#> 48   18452000000        3388700000         8808700000           1.502700e+09
#> 49    8471700000        3774200000         4459700000           7.408500e+09
#> 50   11377000000        2128000000       117746000000           1.576400e+10
#> 51     375257000        3236172000         9268171000           2.354526e+09
#> 52     384000000       -2143000000          681000000           3.890000e+08
#> 53     439820000       -2138160000        -3387230000           1.808160e+08
#> 54             0         195035000        10917461000           2.890910e+08
#> 55    1565100000        4182000000         1936900000           2.288000e+08
#> 56    5572000000      -10927000000        14882000000           1.647000e+09
#> 57    3139000000        6987000000         3465000000           4.010000e+08
#> 58   79893000000      197159000000       269118000000           1.743414e+12
#> 59     167000000       -2661000000        -2659000000           1.140000e+08
#> 60    2473000000       17099000000         8859000000           8.940000e+08
#> 61    2218000000       15088000000        25494000000           1.392000e+09
#> 62    5856496000        9602948000         6514485000           2.128084e+10
#> 63     804000000        2417000000         2767000000           6.130000e+08
#> 64     450324000        9210457000         8922597000           1.690240e+08
#> 65     194548000        1122921000         1701770000           2.285600e+07
#> 66    2003500000       14959900000        11872500000           1.645300e+09
#> 67    3471000000       28678000000        37089000000           7.302000e+09
#> 68    5324000000       37644000000        40984000000           3.408850e+11
#> 69   12390000000       33382000000       -14888000000           2.245000e+09
#> 70    2249000000       24640000000         4002000000           8.340000e+08
#> 71    3134000000        7005000000         6889000000           3.030000e+08
#> 72    1408663000        -567016000         5937680000           5.523200e+07
#> 73    1917000000       -1050000000        17252000000           1.006000e+09
#> 74    9054000000       24217000000        32600000000           5.571000e+09
#> 75    3083000000                 0        20990000000           1.054000e+09
#> 76     946900000        2824000000         1919200000           1.568000e+08
#> 77    1420100000        4308300000         4283400000           1.511900e+09
#> 78     813000000        3242000000         2737000000           2.770000e+08
#> 79    4302321000        5411346000         2052415000           6.270100e+08
#> 80     391738000        3468543000         2625229000           1.299660e+08
#> 81     494000000       -3213000000         3649000000           2.910000e+08
#> 82      13258000        -452865000         5107107000           0.000000e+00
#> 83     511000000        4059000000         3393000000           1.010000e+08
#> 84    1611000000       54836000000        53410000000           1.006250e+11
#> 85   10561000000        -280000000         -709000000           2.021000e+09
#> 86     610587000        3636766000         5400637000           1.896380e+08
#> 87     359000000        2649000000         8260000000           5.660000e+08
#> 88    2823000000        4564000000         6696000000           1.086000e+09
#> 89     932000000         350000000         4632000000           5.370000e+08
#> 90    8393000000       41263000000        15727000000           2.772000e+09
#> 91     442400000        1968000000         3261900000           1.026200e+09
#> 92    6177571000        9084358000         8136010000           1.363929e+09
#> 93    4938500000       -2197700000         1106200000           5.396000e+08
#> 94    1827000000       10466000000         4880000000           1.290000e+08
#> 95   14153000000        8816000000        26289000000           4.818000e+09
#> 96    1102000000         768000000        10025000000           1.492000e+09
#> 97     151500000        -346400000         2094300000           1.168000e+08
#> 98     724000000        3729000000         4589000000           1.470000e+08
#> 99     755343000        1183094000         2647706000           1.738480e+08
#> 100  76130000000       28174000000        44513000000           3.744690e+11
#> 101   2779000000      -10001000000         9879000000           4.760000e+08
#> 102  26860000000      177909000000       153554000000           4.243000e+09
#> 103    181510000        4347383000         2154199000           7.371600e+07
#> 104  30740000000       48363000000        51667000000           1.156920e+11
#> 105    405800000        5630100000         3554400000           4.220000e+07
#> 106  23164000000       34626000000        45892000000           1.878000e+09
#> 107   3243000000       11324000000        10553000000           2.194700e+10
#> 108   1027928000        8719163000         3308196000           1.041434e+09
#> 109   5783000000        -724000000        40400000000           4.055000e+09
#> 110  80486000000      191261000000       199014000000           1.475215e+12
#> 111            0        8346000000        24328000000           4.517900e+10
#> 112    696836000        5276925000          824356000           3.032890e+08
#> 113    681000000        1048000000          556000000           1.060000e+08
#> 114    582300000        5797500000        28001700000           1.388941e+11
#> 115   1004000000        1286000000         6878000000           4.480000e+08
#> 116   4494000000       69970000000        23005000000           3.407000e+09
#> 117   3785000000       12193000000        11950000000           9.180000e+08
#> 118   1490000000       24342000000          168000000           8.000000e+08
#> 119  11956000000       61209000000        91427000000           5.415000e+09
#> 120            0       10752000000         6435000000           3.394500e+10
#> 121    867400000        6550700000         8787700000           1.163000e+08
#> 122   8153000000       49093000000        50202000000           1.292000e+09
#> 123   3282000000       11742000000        20387000000           1.045000e+09
#> 124    879900000       14746200000        11231400000           6.641000e+08
#> 125   2119000000        -249000000        11000000000           3.662000e+09
#> 126    532000000        6422500000         7013600000           2.032000e+08
#> 127    587495000        3693726000         4353054000           3.581250e+08
#> 128   1786000000       16837000000        11734000000           1.633000e+09
#> 129   6947000000        1252000000        25831000000           9.780000e+08
#> 130   1991000000       14294000000        19968000000           1.563000e+09
#> 131   1695000000        3460000000        12202000000           2.200000e+07
#> 132    516000000      -10188000000         7861000000           3.330000e+08
#> 133   1489000000       10794000000        13131000000           1.040000e+08
#> 134   4156000000       17450000000         8738000000           8.430000e+08
#> 135  27233000000       58710000000        75184000000           2.541000e+09
#> 136    294900000       17631600000        18062500000           2.189400e+09
#> 137   4527000000       35808000000        46594000000           1.461000e+09
#> 138    205100000         -25900000         2198200000           4.162000e+08
#> 139   2634821000         741268000          604784000           6.353900e+07
#> 140   8564000000       38805000000        18904000000           0.000000e+00
#> 141   3093000000        -353000000         3811000000           1.716000e+09
#> 142    747000000        1560000000         5042000000           2.470000e+08
#> 143   2348000000        3107000000        10090000000           5.460000e+08
#> 144    612000000         286900000         2255900000           1.024000e+08
#> 145   1037000000        -458000000        13316000000           4.000000e+07
#> 146    797208000       -4211685000        17138632000           3.075406e+09
#> 147            0       26776000000        13764000000           5.536000e+09
#> 148   1051737000       11741100000        16547955000           4.487900e+08
#> 149  13685000000       43462000000        92500000000           3.188000e+09
#> 150     93283000        2364098000         6188491000           3.274900e+08
#> 151            0        7403900000         8396500000           2.662000e+08
#> 152   2522000000        4483000000        28297000000           6.001000e+09
#> 153    274957000       -4180367000        -4180309000           4.564500e+07
#> 154   1514455000        9816960000         4388523000           1.795630e+08
#> 155   9717000000       22827000000        18973000000           1.460000e+09
#> 156   2158000000        3355000000         8574000000           9.980000e+08
#> 157   3928000000        3457000000        49720000000           3.997000e+09
#> 158    243333000          60571000         6300820000           0.000000e+00
#> 159   2267000000      -22808000000        25528000000           1.870000e+08
#> 160   3693000000       -4239000000         4725000000           9.360000e+08
#> 161   1635000000        8857000000         5323000000           8.600000e+07
#> 162   3837000000        7886000000        16380000000           7.810000e+08
#> 163            0       33960000000         5243000000           1.842000e+09
#> 164   2826700000        9003300000         7093400000           2.327000e+08
#> 165   2643000000        7716000000        15774000000           2.450000e+09
#> 166    679200000        6848100000         5943600000           3.281000e+08
#> 167    579000000        7567000000         7641000000           5.220000e+08
#> 168  14201000000       28825000000        35812000000           3.299800e+10
#> 169   7672400000        8556000000         8544700000           2.806700e+09
#> 170   2957000000       27618000000        10315000000           1.570000e+09
#> 171    312451000        -251230000          450999000           4.547400e+07
#> 172   1562488000       10266189000        11711079000           1.420276e+09
#> 173   3735000000       16028000000        22312000000           6.060000e+08
#> 174    929217000        1937855000         2622353000           7.684500e+07
#> 175    892900000        5078100000         3805000000           2.368000e+08
#> 176    812769000       -4112070000        10629784000           5.143130e+08
#> 177            0        1649960000        10890089000           0.000000e+00
#> 178    175345000       -1073577000         5827847000           6.775100e+07
#> 179   1629000000       13912000000         5590000000           7.920000e+08
#> 180     20133000         106241000          581295000           2.933990e+08
#> 181   5503532000       11994137000         8852866000           2.520202e+10
#> 182    384400000        2136000000         9307300000           8.788000e+08
#> 183   1523376000        5301054000        15057215000           1.452706e+09
#> 184   3187000000        4161000000        23656000000           1.754000e+09
#> 185   2278000000       -2068000000         1910000000           1.158000e+09
#> 186   3469833000        3717316000         3525248000           8.833450e+08
#> 187     73983000        -159091000         3202120000           7.387100e+08
#> 188  48063000000      407902000000       177316000000           2.654000e+09
#> 189    455762000        2314760000         2322985000           4.510350e+08
#> 190    226488000        1109177000         1267722000           8.643600e+07
#> 191   1103900000        3171600000         3178700000           1.357000e+08
#> 192    159840000       -1095741000         2461163000           2.423220e+08
#> 193  11863000000       32782000000        24939000000           9.680000e+08
#> 194            0       20818000000        18970000000           6.500400e+10
#> 195            0        7236000000        16426000000           3.117100e+10
#> 196   1388000000       -1130000000        10858000000           3.150000e+08
#> 197   8105000000        2709000000        46506000000           9.130000e+08
#> 198   3194000000       16113000000        31109000000           1.620400e+10
#> 199   4048585000        6736565000         2687669000           4.184510e+08
#> 200   2885100000        5199100000         3108500000           4.504000e+08
#> 201  15037000000       32511000000        44169000000           5.521000e+09
#> 202    919500000       -1607600000         -392900000           8.330000e+07
#> 203    940900000        6374500000         9444300000           2.738000e+08
#> 204    998500000        3145000000         2952400000           2.580000e+08
#> 205   2128000000        2461000000        11339000000           1.620000e+08
#> 206   1414800000       11997500000        11543700000           8.389300e+09
#> 207   1412000000       -5008000000        14889000000           6.080000e+08
#> 208    698859000        4225521000         5865933000           3.548700e+08
#> 209   1171996000        3426467000         -142867000           4.488130e+08
#> 210    692291000        2210582000         2418879000           9.135600e+07
#> 211  11032000000       36218000000        17381000000           1.166000e+09
#> 212  16283000000       82981000000        34649000000           6.120000e+09
#> 213   1961000000       18532600000        10542400000           2.834000e+08
#> 214  12417000000       45554000000        63954000000           3.995000e+09
#> 215   2235453000        4329115000         3640556000           1.475493e+09
#> 216   4118000000       15117000000        20236000000           1.900000e+09
#> 217    478571000        6469956000         5323110000           1.845329e+10
#> 218    989172000        2326259000        23755655000           2.228517e+09
#> 219 163251000000      136998000000       117871000000           9.391360e+11
#> 220   4390000000        9617000000         7130000000           9.920000e+08
#> 221  11722000000       16388000000        14226000000           4.654000e+10
#> 222    870500000        4265900000         2983600000           7.192000e+08
#> 223   8628000000       -3168000000        -3680000000           2.408000e+09
#> 224     47340000       -4306762000         6305212000           0.000000e+00
#> 225   1409000000        3834000000         3594000000           4.490000e+08
#> 226    654399000        3208598000         2891740000           2.261050e+08
#> 227   1406000000        1075000000         7136000000           8.700000e+07
#> 228   3122000000       -5145000000        20532000000           3.046000e+09
#> 229   1289000000       -5783000000         -789000000           2.970000e+08
#> 230    702900000        1481600000         4997900000           2.496000e+08
#> 231   3725000000       73074000000          237000000           1.869000e+09
#> 232   7738000000       43883000000        17541000000           1.874000e+09
#> 233    803055000        7100730000         7339402000           8.830400e+07
#> 234    577000000        -885000000         6777000000           0.000000e+00
#> 235    550000000         863000000         3421000000           1.870000e+08
#> 236   8255000000       -3336000000        -1898000000           1.839000e+09
#> 237   3369000000       24511000000        15490000000           1.869500e+10
#> 238   2169000000        2691000000        17950000000           4.580900e+10
#> 239    809000000        4113000000         2952000000           1.636000e+09
#> 240   6776000000      153298000000        19409000000           4.424000e+09
#> 241    425700000        3313800000         2788200000           1.104000e+08
#> 242    432752000        3246384000          457008000           1.631460e+08
#> 243   3109000000       24967000000         3378000000           3.050000e+08
#> 244    642000000        5097000000        10444000000           4.040000e+08
#> 245    682968000        -578450000         4085061000           1.659500e+08
#> 246   1018500000         604600000         8776900000           2.046000e+08
#> 247   6063000000       72985000000       101218000000           5.275000e+09
#> 248   1371000000       15135000000        22814000000           1.681290e+11
#> 249   3462000000        9557000000         9043000000           7.100000e+08
#> 250   6247900000        3311800000         3436700000           5.118000e+08
#> 251   2476000000        3589000000        20260000000           4.820000e+08
#> 252    744000000       13832000000        16961000000           6.710000e+08
#> 253    838500000        4682800000        12023000000           2.840000e+08
#> 254    747400000        7323200000        15113700000           1.096020e+10
#> 255   2723000000        2824000000         5352000000           7.600000e+08
#> 256   1116329000       -3340992000          646949000           2.809440e+08
#> 257   1776773000        6036095000         3324864000           3.813040e+08
#> 258    361894000        2636342000         1381623000           1.826420e+08
#> 259   2800997000        4082070000         5933293000           6.508740e+08
#> 260  16139000000      126216000000        76357000000           3.703000e+09
#> 261   5850000000         645000000        15988000000           1.235000e+09
#> 262 145442000000      282445000000       286143000000           2.295889e+12
#> 263   1048400000       -2625400000         4248700000           5.968000e+08
#> 264   1884000000        9387000000         4082000000           3.760000e+08
#> 265   1471000000        3471000000        25391000000           5.070000e+08
#> 266            0       15118000000        14427000000           6.669200e+10
#> 267    803000000        3917000000         3779000000           3.870000e+08
#> 268   2469000000        8022000000          593000000           6.040000e+08
#> 269    260140000         163210000         9781053000           0.000000e+00
#> 270   2063000000      -10540000000        30545000000           4.380000e+08
#> 271   1811877000         366882000         1401351000           5.021370e+08
#> 272   2145000000        -640000000        48796000000           9.510000e+08
#> 273   1887000000       24583000000         9411000000           1.649000e+09
#> 274   1238000000        3312000000        19086000000           3.289000e+09
#> 275   3043800000       10897900000        10400700000           4.819000e+08
#> 276   4313818000       18454724000         6278366000           3.473910e+08
#> 277    447300000        1305500000          360500000           1.129000e+08
#> 278    158000000        2092000000         4191000000           1.200000e+08
#> 279   2423000000        2128000000         4004000000           4.780000e+08
#> 280   1112015000       16288698000        21598255000           2.039402e+09
#> 281  20565000000        8985000000         9188000000           1.285590e+11
#> 282   4803000000       19159000000        39674000000           1.028000e+09
#> 283   1456198000       -3129597000         -410164000           1.228428e+09
#> 284   1161000000        6344000000         5590000000           2.550000e+08
#> 285   3401000000       19336000000        11432000000           1.236600e+10
#> 286   9701000000       15261000000        15236000000           4.807500e+10
#> 287            0       -8895000000        -8442000000           1.406000e+09
#> 288   1460000000       -5055000000        12219000000           7.300000e+08
#> 289   5407000000        9050000000        12230000000           1.275000e+09
#> 290            0       14808637000        25794531000           6.533540e+10
#> 291   1512000000        9433000000        11532000000           4.100000e+07
#> 292  17305000000       18983000000        26306000000           7.410000e+08
#> 293    705292000        1035723000         1000802000           9.934500e+07
#> 294   2282000000       11262000000         1772000000           2.780000e+08
#> 295   6286000000       19880000000        10693000000           9.740000e+08
#> 296   1026600000        3423100000         6770000000           6.890000e+07
#> 297   1434000000       -1154000000         -742000000           1.310000e+08
#> 298   4238000000       49599000000         6171000000           2.409000e+09
#> 299    182320000       -7995839000         -452945000           1.495670e+08
#> 300    493100000        2933600000         4598200000           1.612000e+08
#> 301   1836700000       57785100000        -6369800000           1.166800e+09
#> 302  19900000000        9732000000        -2004000000           5.900000e+08
#> 303   5551000000       30250000000        52551000000           2.318000e+09
#> 304   9643000000       58437000000        43243000000           6.810000e+09
#> 305  11525000000       69249000000       125767000000           3.973000e+09
#> 306  18043000000       41101000000        37101000000           3.482480e+11
#> 307    626593000        6242943000            7262000           1.253380e+08
#> 308    901540000        5746532000         5733574000           3.377010e+08
#> 309   1145000000        4575900000         5977900000           2.073000e+08
#> 310   6229000000       45916000000        49281000000           6.080000e+08
#> 311  44261000000       84281000000       166542000000           1.692400e+10
#> 312            0       -1199216000         5983274000           0.000000e+00
#> 313   2844000000       15812000000        17985000000           4.270000e+08
#> 314   2105809000        7910657000         8600618000           5.198950e+08
#> 315   2240000000        2707000000         2830000000           3.780000e+09
#> 316   1091700000        7433800000        13372800000           4.657000e+08
#> 317   3182000000       31431000000        27511000000           1.066000e+09
#> 318    132581000         545920000         1423122000           2.798200e+07
#> 319   1175587000        8377112000         6809178000           1.652540e+08
#> 320   1602000000       13328000000         2294000000           5.150000e+08
#> 321  82759000000       92889000000       101596000000           7.166010e+11
#> 322   2557000000       13634900000        11751300000           2.617000e+08
#> 323   1284000000         936000000         -443000000           1.339000e+09
#> 324    586815000        3243654000        -1026446000           5.996600e+07
#> 325    652000000        6869000000         5842000000           9.082000e+09
#> 326   1230000000         122000000          838000000           3.710000e+08
#> 327    765386000       15727770000        19075974000           1.255943e+09
#> 328   1562000000       -2164000000         3947000000           3.500000e+08
#> 329    364000000        3056000000        21421000000           1.263000e+09
#> 330   1502000000       -2293000000         8222000000           4.580000e+08
#> 331   5131000000       25169000000        36439000000           4.698000e+09
#> 332    517000000         -37000000         3474000000           2.540000e+08
#> 333   4667000000        3476000000        15281000000           2.129000e+09
#> 334    849200000       -1408900000         7224600000           4.714000e+08
#> 335    499535000        3435769000         2190616000           5.619700e+07
#> 336   1208000000       11116000000        13154000000           1.010000e+08
#> 337   2284700000       13586100000        11069700000           9.677260e+10
#> 338   8598000000       13655000000        13651000000           9.610000e+08
#> 339    121000000       -1734000000         -299000000           1.610000e+08
#> 340    598256000       -6288441000          901815000           4.758560e+08
#> 341   3862000000        2600000000         5300000000           1.605800e+10
#> 342   4749600000       22064383000        16808644000           3.390740e+08
#> 343   5438000000       15758000000        26320000000           6.360000e+08
#> 344     29007000       10907253000         2991666000           3.356240e+08
#> 345    996000000       -4522000000         6962000000           3.170000e+08
#> 346    453784000       -2391108000        -1107430000           8.680000e+07
#> 347   6350000000       12462000000        27830000000           1.132000e+09
#> 348    701367000        3307614000         3555829000           8.719800e+07
#> 349   7043700000        9230700000         2833200000           8.918000e+08
#> 350   1138100000        3448200000         5389500000           2.924000e+08
#> 351   1778687000                 0         6114629000           9.580140e+08
#> 352   5953000000      -31336000000        -6220000000           3.778000e+09
#> 353   1490000000        -551000000        -1137000000           7.890000e+08
#> 354   3189000000       -3245000000        -4997000000           1.135000e+09
#> 355  14608900000       13109900000        12518000000           6.921000e+08
#> 356   1212000000        3437000000         3964500000           7.460000e+07
#> 357   6959000000       14829000000        22776000000           1.223000e+09
#> 358   2885261000       15661808000         8848011000           6.383169e+09
#> 359   1318200000        1669600000         3085200000           3.989200e+09
#> 360     20298000        1064864000          994139000           3.547008e+09
#> 361    867000000       16703000000        19767000000           3.933000e+10
#> 362    169400000          10200000         3766800000           1.812000e+08
#> 363    536200000        1250900000         2563000000           9.630000e+07
#> 364  10498000000       67763000000        18553000000           1.156000e+09
#> 365    932131000        4756566000         7167155000           1.904840e+08
#> 366  15155000000      116608000000        87209000000           8.553000e+09
#> 367   4593000000       33755000000        -9044000000           1.196000e+09
#> 368  13393000000       19087000000        24276000000           1.710000e+09
#> 369    631664000        3253772000         5908279000           7.358130e+08
#> 370   2344000000        5630000000        23790000000           2.800000e+08
#> 371            0       51841000000        47652000000           1.707680e+11
#> 372    756585000         662709000         1229058000           4.331700e+07
#> 373   3818000000       20552000000         6182000000           4.650000e+08
#> 374   1211000000        2649000000        13870000000           4.220000e+08
#> 375   4683900000       15985600000        11036800000           1.011114e+11
#> 376   5143000000      112429000000        46589000000           2.372000e+09
#> 377  15523000000       14967700000        15652700000           5.261050e+10
#> 378            0        -740764000        34575767000           3.460006e+09
#> 379            0       35137000000        28235000000           3.550260e+11
#> 380   2223000000       10227000000        13428000000           1.003000e+09
#> 381    473298000         620900000         2157170000           1.528080e+08
#> 382            0        -182213000         9954726000           0.000000e+00
#> 383            0        4423740000         7745216000           5.537890e+08
#> 384    872500000        4693300000         5268500000           3.541000e+08
#> 385    556107000         356080000         4300605000           1.102130e+08
#> 386   3518576000        3866762000         5127019000           1.255325e+09
#> 387   3804000000       15830000000        16048000000           1.979000e+09
#> 388   1293000000        8083000000         6411000000           1.560000e+08
#> 389    479100000        6347300000         2364100000           1.433000e+08
#> 390   2355000000        8478000000         9515000000           1.519500e+10
#> 391  10394000000       50271000000        70441000000           1.615900e+10
#> 392   1027980000       -4999150000        26326612000           1.582600e+08
#> 393    159643000       -1729645000         6125033000           3.232100e+07
#> 394   5161400000       20793900000        20687800000           5.836000e+08
#> 395    365000000        6314000000        16507000000           5.012700e+10
#> 396   1805000000        6907100000         9215400000           1.160000e+08
#> 397    575950000        3613736000         3360751000           3.379080e+08
#> 398   1091598000         249670000         1467668000           1.615570e+08
#> 399   1702200000        8072800000         2391200000           3.181000e+08
#> 400    192577000         575229000         1145567000           6.394200e+07
#> 401    755100000       11613500000        13726500000           1.540000e+08
#> 402    164071000        2875161000         4053897000           1.948130e+08
#> 403    565014000       -1240191000         3398098000           6.645610e+08
#> 404   2125000000       17298000000        39433000000           5.370000e+08
#> 405   4745000000        7473000000        60098000000           2.968000e+09
#> 406    169918000       -7531180000        -5438611000           3.662100e+07
#> 407   6247000000        9244000000        16325000000           1.285000e+09
#> 408   1532000000       -7117000000          109000000           3.210000e+08
#> 409    732800000        2993600000          199700000           6.440000e+07
#> 410   2881000000       13998000000        26841000000           6.100000e+08
#> 411   1176000000         108000000         4194000000           3.220000e+08
#> 412   2982500000        2763300000         2224600000           5.528000e+08
#> 413            0        4887453000         8031806000           2.769237e+10
#> 414            0       -6012757000         3071332000           8.288760e+08
#> 415    785600000        5885100000         5294600000           3.612000e+08
#> 416    605000000        2893400000         8144300000           2.183000e+08
#> 417   1374400000        5996200000         4324400000           1.501000e+08
#> 418    669100000         698265000         2027532000           2.486430e+08
#> 419   3524000000       11645000000        28731000000           2.252000e+09
#> 420   1389000000       16311000000        11120000000           8.250000e+08
#> 421   1592100000        8775000000         9079800000           6.119000e+08
#> 422   1300400000       -8719700000        -8666500000           3.798000e+08
#> 423    790000000       26115000000        25767000000           2.416200e+11
#> 424    763788000        2057175000         6407548000           1.474280e+08
#> 425   3145000000       13933000000        15674000000           8.040000e+08
#> 426     60000000        8247000000        15918000000           1.259260e+11
#> 427            0       15679000000        13393000000           5.012000e+09
#> 428    682647000        5377586000         5604026000           4.654870e+08
#> 429   4824833000       10279792000         1321409000           3.032120e+08
#> 430   9595000000       -2207000000        70034000000           2.487000e+09
#> 431    773800000        2185000000         9662300000           4.208000e+08
#> 432    252300000       -1166200000         2285500000           3.741000e+08
#> 433            0        5495000000        10774000000           1.758000e+09
#> 434   3132000000       12084000000        10434000000           6.030000e+08
#> 435   1129300000        4157100000         7861900000           1.078000e+08
#> 436    415297000        3668717000         3852730000           1.513960e+08
#> 437    683739000         610234000         2298596000           5.092020e+08
#> 438   2081000000        5908000000        36376000000           2.118000e+09
#> 439   2190000000       48280000000        14092000000           2.670000e+08
#> 440    876000000        6271000000         6801000000           9.720000e+08
#> 441   7745000000       39074000000        42293000000           2.799000e+09
#> 442    630015000        5163713000         5595440000           5.653510e+08
#> 443            0        5322859000         1913867000           2.144360e+08
#> 444   2758200000        8003700000         5723500000           3.899000e+08
#> 445    883000000       -3114000000        -2976000000           2.970000e+08
#> 446  21376000000       42684000000        22874000000           8.226700e+10
#> 447    589300000        2145700000         3894500000           1.639000e+08
#> 448   3151000000       24500000000        62975000000           1.845780e+11
#> 449    972591000        -963666000         5932481000           1.802470e+08
#> 450    600112000        1353544000         2458327000           6.964700e+07
#> 451   2518000000       19708000000        19355000000           3.970000e+08
#> 452            0       70772000000        48605000000           1.642520e+11
#> 453     37548000       -3426760000         3869424000           3.990290e+08
#> 454    180514000         846011000         1769068000           1.620430e+08
#> 455   2052000000       56958000000        12710000000           3.000000e+08
#> 456   2217000000        -515000000         3964000000           8.830000e+08
#> 457  11396000000       18958000000        16289000000           2.104000e+09
#> 458   1744000000        8411000000         6046000000           1.530000e+08
#> 459  31157000000       80540000000        72820000000           1.258700e+10
#> 460   1835238000        6404660000         5814660000           2.587600e+08
#> 461  14439000000       33079000000        20969000000           4.310000e+08
#> 462    181661000       -5044569000        10512596000           0.000000e+00
#> 463     10600000      -14553000000        -1455000000           5.470000e+07
#> 464    553600000        5845500000         2351900000           1.523000e+08
#> 465  23909000000       76401000000        86016000000           8.087000e+09
#> 466   1332900000        4773400000        11933500000           5.495000e+08
#> 467   1249713000         188806000         3352493000           4.925690e+08
#> 468   3736200000        4106800000        19805400000           1.620500e+09
#> 469     19173000         -88610000        21762494000           6.665000e+06
#> 470   3881000000       14960000000        35483000000           7.299000e+09
#> 471    764551000       -3205751000         6396819000           3.784840e+08
#> 472   1111600000        3921400000         6721100000           1.400000e+08
#> 473   1422000000        4314000000         9905000000           2.050000e+08
#> 474   5034000000       38632000000        26253000000           8.590000e+08
#> 475   7674000000       80532000000        76896000000           2.500000e+09
#> 476   7049000000        6614000000        51383000000           5.825000e+09
#> 477   2665000000       12563000000         7190000000           2.690000e+08
#> 478    639451000        8125527000          392124000           9.516000e+07
#> 479   1581900000        7169500000        11321000000           4.581000e+08
#> 480  34748000000      184475000000       177532000000           7.691900e+11
#> 481    408575000       -6116752000        18556180000           9.394360e+08
#> 482    528400000        2792500000         2424400000           1.126000e+08
#> 483   2804000000        9039000000        12221000000           6.840000e+08
#> 484   2824900000        1934400000        11457900000           5.697000e+08
#> 485    553000000        2333000000        10816000000           1.650000e+08
#> 486   2723000000        9912000000         4036000000           8.770000e+08
#> 487   2784000000      -13498000000        11226000000           4.990000e+08
#> 488   2033000000        1971000000        10337000000           4.110000e+08
#> 489   2099000000       10066000000         2201000000           1.620000e+08
#> 490    186380000       -2601331000         -609362000           9.525600e+07
#> 491   1876000000        6747000000        15971000000           1.986000e+09
#> 492   1024000000        2238000000         3195000000           1.850000e+08
#> 493    598000000       -8274000000        -8568000000           4.190000e+08
#> 494    945000000        3680000000         2513000000           1.310000e+08
#> 495   1282100000        9606500000        12118400000           6.717000e+08
#> 496            0        5447000000         5632000000           3.061900e+10
#> 497   1291000000        8004000000         4580000000           5.030000e+08
#>     total_assets total_current_liabilities total_liabilities treasury_stock
#> 1   4.563400e+10              9.896000e+09      3.189200e+10   -30781000000
#> 2   3.321400e+09              9.283000e+08      1.528900e+09    -1694000000
#> 3   7.420200e+10              1.239200e+10      3.771200e+10   -13720000000
#> 4   1.431860e+11              3.447300e+10      1.285330e+11    -4591000000
#> 5   1.703636e+09              1.407620e+08      1.674400e+08     -330020000
#> 6   4.609520e+10              1.656259e+10      2.470610e+10    -6122402000
#> 7   2.499400e+10              2.024000e+09      6.746000e+09    -5563000000
#> 8   6.182800e+10              2.566000e+10      3.743500e+10              0
#> 9   2.632600e+10              7.385000e+09      1.234100e+10   -20944000000
#> 10  6.306820e+10              5.515870e+10      5.984290e+10   -17335400000
#> 11  1.213796e+10              5.341818e+09      9.343154e+09    -2766457000
#> 12  3.607000e+10              5.989000e+09      3.307500e+10    -1832000000
#> 13  1.356290e+11              1.035700e+11      1.092420e+11   -19336000000
#> 14  1.045500e+10              1.813000e+09      5.333000e+09              0
#> 15  2.748900e+10              3.406900e+09      1.384510e+10    -1983600000
#> 16  8.211054e+09              8.170840e+08      3.930576e+09     -267642000
#> 17  1.480000e+10              4.902000e+09      1.100100e+10     -674000000
#> 18  1.252040e+10              1.781762e+09      6.435114e+09              0
#> 19  3.324405e+10              1.531542e+09      1.610472e+10              0
#> 20  5.810119e+09              1.804414e+09      2.211038e+09              0
#> 21  3.653700e+09              6.104000e+08      2.876800e+09              0
#> 22  1.939100e+10              2.276000e+09      1.325400e+10              0
#> 23  9.635000e+10              7.632600e+10      7.632600e+10   -35858000000
#> 24  3.551850e+11              6.135400e+10      9.976600e+10              0
#> 25  3.674600e+10              8.311000e+09      3.914900e+10   -37074000000
#> 26  4.197280e+11              1.402910e+11      2.883260e+11    -7837000000
#> 27  1.742600e+10              5.103000e+09      1.334400e+10      -18000000
#> 28  6.750200e+10              5.523000e+09      1.233300e+10    -1893000000
#> 29  3.710800e+10              3.588000e+09      2.722800e+10              0
#> 30  6.796300e+10              2.277000e+10      7.638500e+10              0
#> 31  9.086130e+10              1.244800e+10      6.674170e+10              0
#> 32  2.052980e+11              1.502610e+11      1.820630e+11              0
#> 33  5.389380e+11              4.640700e+11      4.935940e+11   -54480000000
#> 34  6.811680e+10              7.461700e+09      6.115810e+10    -1282400000
#> 35  2.657400e+10              1.728000e+09      1.900400e+10     -377000000
#> 36  1.584970e+11              1.445860e+11      1.541930e+11   -22051000000
#> 37  5.717363e+10              4.315431e+10      5.694933e+10    -6765126000
#> 38  1.198497e+10              1.633029e+09      5.034880e+09    -1901360000
#> 39  5.929400e+10              1.261800e+10      5.687500e+10              0
#> 40  1.498610e+10              2.580700e+09      8.521800e+09      -92000000
#> 41  5.034617e+10              2.441201e+09      1.370758e+10              0
#> 42  6.118580e+09              6.246990e+08      1.665825e+09    -1300908000
#> 43  1.292400e+10              2.813000e+09      1.234000e+10    -4587000000
#> 44  3.363090e+11              1.298730e+11      2.782020e+11              0
#> 45  2.616100e+10              6.833000e+09      1.409100e+10   -32598000000
#> 46  1.990800e+10              4.019000e+09      1.180900e+10              0
#> 47  5.824545e+09              1.278026e+09      1.818753e+09              0
#> 48  3.999040e+10              2.906620e+10      3.118170e+10              0
#> 49  3.172870e+10              2.726900e+10      2.726900e+10     -122800000
#> 50  4.264330e+11              4.918900e+10      3.086870e+11   -17160000000
#> 51  2.165548e+10              3.259117e+09      1.238731e+10              0
#> 52  8.261000e+09              3.801000e+09      7.580000e+09              0
#> 53  1.452056e+10              8.064076e+09      1.790780e+10    -2262803000
#> 54  1.976878e+10              6.788970e+08      8.851316e+09              0
#> 55  8.092400e+09              3.000500e+09      6.155500e+09    -2914000000
#> 56  3.375300e+10              9.375000e+09      1.887100e+10              0
#> 57  2.092600e+10              6.483000e+09      1.746100e+10    -4408000000
#> 58  3.111606e+12              2.842488e+12      2.842488e+12              0
#> 59  4.860000e+09              1.240000e+09      7.519000e+09     -822000000
#> 60  3.183100e+10              3.916000e+09      2.297200e+10   -11409000000
#> 61  5.320000e+10              7.080000e+09      2.770600e+10    -7836000000
#> 62  3.269245e+10              2.477740e+10      2.617796e+10    -3165729000
#> 63  1.525100e+10              8.635000e+09      1.248400e+10              0
#> 64  1.268213e+10              6.137140e+08      3.759529e+09     -226340000
#> 65  2.294805e+09              1.760180e+08      5.930350e+08              0
#> 66  2.508140e+10              5.018000e+09      1.320890e+10    -2977100000
#> 67  1.259660e+11              7.128000e+10      8.887700e+10    -9969000000
#> 68  4.526210e+11              4.017520e+11      4.116370e+11   -24521000000
#> 69  1.354790e+11              8.479900e+10      1.503670e+11   -51319000000
#> 70  2.449300e+10              1.028200e+10      2.049100e+10   -26664000000
#> 71  1.614400e+10              3.651000e+09      9.255000e+09    -1936000000
#> 72  2.326643e+10              6.102250e+08      1.732875e+10       -2722000
#> 73  3.218700e+10              3.882000e+09      1.493700e+10    -2251000000
#> 74  1.003570e+11              2.091500e+10      6.775700e+10   -35292000000
#> 75  7.171900e+10              6.910000e+09      5.072900e+10              0
#> 76  8.168900e+09              1.313300e+09      6.249700e+09    -2024800000
#> 77  1.227990e+10              2.899900e+09      7.996500e+09     -748000000
#> 78  6.373000e+09              1.034000e+09      3.636000e+09     -225000000
#> 79  7.457439e+09              3.485750e+09      5.405024e+09    -3992746000
#> 80  4.361274e+09              1.042491e+09      1.736045e+09    -3352827000
#> 81  3.667000e+10              4.897000e+09      3.302100e+10      -23000000
#> 82  9.486016e+09              3.856430e+08      4.378909e+09     -328975000
#> 83  1.184700e+10              2.699000e+09      8.454000e+09    -1088000000
#> 84  4.402880e+11              3.671560e+11      3.868780e+11   -28942000000
#> 85  4.387800e+10              3.055000e+10      4.458700e+10    -3128000000
#> 86  2.633869e+10              1.746998e+10      2.093806e+10              0
#> 87  5.298900e+10              1.338000e+10      4.472800e+10    -8476000000
#> 88  2.366200e+10              5.546000e+09      1.696600e+10    -1543000000
#> 89  1.032200e+10              1.046000e+09      5.690000e+09              0
#> 90  8.110700e+10              4.559300e+10      6.538000e+10   -29501000000
#> 91  7.476100e+09              1.599600e+09      4.214200e+09     -201000000
#> 92  2.043867e+10              7.623793e+09      1.230266e+10              0
#> 93  1.365310e+10              5.415600e+09      1.254690e+10              0
#> 94  1.271300e+10              2.595000e+09      7.833000e+09    -5492000000
#> 95  8.106000e+10              2.908600e+10      5.477100e+10    -1514000000
#> 96  3.621600e+10              4.318000e+09      2.619100e+10              0
#> 97  9.082300e+09              5.699200e+09      6.988000e+09              0
#> 98  1.342300e+10              1.097000e+09      8.834000e+09     -331000000
#> 99  7.529361e+09              1.048135e+09      4.881655e+09      -38468000
#> 100 6.375570e+11              5.930440e+11      5.930440e+11    -5272000000
#> 101 1.432580e+11              1.139500e+10      1.333790e+11    -7020000000
#> 102 2.579360e+11              3.912100e+10      1.043820e+11   -41015000000
#> 103 6.545336e+09              8.316230e+08      4.391137e+09    -3969221000
#> 104 1.956510e+11              1.405730e+11      1.439840e+11    -6794000000
#> 105 8.444800e+09              1.726800e+09      4.890400e+09    -2671500000
#> 106 1.526300e+11              5.271300e+10      1.067380e+11   -16588000000
#> 107 2.919200e+10              1.632200e+10      1.863900e+10    -2112000000
#> 108 8.147256e+09              1.432890e+09      4.839060e+09    -7290801000
#> 109 9.279700e+10              2.415000e+10      5.239700e+10              0
#> 110 2.380904e+12              2.094726e+12      2.181890e+12   -73988000000
#> 111 2.267120e+11              1.981320e+11      2.023840e+11    -4920000000
#> 112 7.011099e+09              2.307273e+09      6.186743e+09   -11671240000
#> 113 6.158000e+09              1.784000e+09      5.602000e+09    -1346000000
#> 114 1.766713e+11              1.390001e+11      1.486696e+11              0
#> 115 2.904000e+10              2.389000e+09      2.216200e+10              0
#> 116 9.316900e+10              2.053100e+10      7.016400e+10   -52505000000
#> 117 1.725800e+10              3.153000e+09      5.308000e+09              0
#> 118 1.571100e+10              4.395000e+09      1.554300e+10   -24736000000
#> 119 2.670350e+11              2.758600e+10      1.756060e+11    -7517000000
#> 120 8.688900e+10              8.045400e+10      8.045400e+10    -6102000000
#> 121 2.243510e+10              3.518800e+09      1.364740e+10    -2997600000
#> 122 9.369300e+10              1.221600e+10      4.349100e+10   -54644000000
#> 123 6.507200e+10              6.823000e+09      4.468500e+10    -1038000000
#> 124 2.584110e+10              2.365800e+09      1.460970e+10    -5175700000
#> 125 4.533300e+10              5.878000e+09      3.433300e+10              0
#> 126 1.177800e+10              1.648400e+09      4.764400e+09     -716600000
#> 127 5.443874e+09              4.490950e+08      1.090820e+09              0
#> 128 2.971800e+10              5.530000e+09      1.798400e+10   -20509000000
#> 129 4.090600e+10              7.856000e+09      1.507500e+10              0
#> 130 6.385200e+10              3.184500e+10      4.388400e+10              0
#> 131 2.064700e+10              1.570000e+09      8.445000e+09    -2339000000
#> 132 3.901300e+10              1.871000e+09      3.115200e+10              0
#> 133 4.036600e+10              2.393000e+09      2.723500e+10              0
#> 134 2.447700e+10              7.671000e+09      1.573900e+10    -9439000000
#> 135 2.302790e+11              6.845700e+10      1.550950e+11   -30412000000
#> 136 2.886990e+10              5.703400e+09      1.080740e+10    -2890800000
#> 137 8.180600e+10              7.556000e+09      3.521200e+10              0
#> 138 1.013580e+10              1.847400e+09      7.937500e+09              0
#> 139 1.710058e+10              2.310747e+09      1.649579e+10     -603058000
#> 140 8.409900e+10              6.154500e+10      6.519500e+10   -21727000000
#> 141 7.480500e+10              2.632400e+10      7.099400e+10     -313000000
#> 142 9.220000e+09              1.186000e+09      4.178000e+09    -2535000000
#> 143 2.319400e+10              4.094000e+09      1.310400e+10      -13000000
#> 144 5.217400e+09              8.070000e+08      2.961500e+09      -37300000
#> 145 2.344800e+10              1.640000e+09      1.013200e+10              0
#> 146 3.595606e+10              1.960362e+09      1.881742e+10              0
#> 147 1.146000e+11              1.008360e+11      1.008360e+11   -18240000000
#> 148 4.985778e+10              7.619608e+09      3.330982e+10              0
#> 149 2.040740e+11              3.070400e+10      1.115740e+11     -907000000
#> 150 2.823926e+10              7.566786e+09      2.205076e+10              0
#> 151 2.267630e+10              4.380500e+09      1.427980e+10              0
#> 152 1.036780e+11              1.316600e+10      7.538100e+10              0
#> 153 1.670630e+09              5.754490e+08      5.850939e+09              0
#> 154 1.080742e+10              2.547635e+09      6.418898e+09    -6303758000
#> 155 6.214300e+10              1.330900e+10      4.317000e+10    -3001000000
#> 156 4.131400e+10              6.895000e+09      3.274000e+10              0
#> 157 1.723830e+11              1.654400e+10      1.226630e+11              0
#> 158 1.095828e+10              2.961690e+08      4.657462e+09              0
#> 159 4.444000e+10              5.494000e+09      1.891200e+10              0
#> 160 1.864700e+10              6.257000e+09      1.392200e+10     -183000000
#> 161 1.487500e+10              3.148000e+09      9.552000e+09    -5572000000
#> 162 3.515200e+10              8.974000e+09      1.877200e+10       -1000000
#> 163 1.965300e+10              3.972000e+09      1.441000e+10   -46101000000
#> 164 2.116360e+10              3.806000e+09      1.407020e+10    -7186300000
#> 165 7.504500e+10              9.262000e+09      5.927100e+10              0
#> 166 8.425100e+09              9.691000e+08      2.481500e+09    -3177600000
#> 167 1.319200e+10              2.833000e+09      5.551000e+09              0
#> 168 1.008770e+11              3.930800e+10      6.506500e+10              0
#> 169 4.706360e+10              1.562060e+10      3.851890e+10      -50500000
#> 170 3.704200e+10              8.812000e+09      2.672700e+10   -16670000000
#> 171 2.437108e+09              4.800100e+08      1.986109e+09              0
#> 172 5.782758e+10              5.541615e+09      4.611650e+10    -4984160000
#> 173 3.813900e+10              5.768000e+09      1.582700e+10      -38000000
#> 174 3.563964e+09              6.847030e+08      9.416110e+08        -177000
#> 175 1.122120e+10              2.633200e+09      7.416200e+09    -2652600000
#> 176 2.903821e+10              1.608944e+09      1.840843e+10      -98792000
#> 177 2.057434e+10              5.007150e+08      9.684256e+09              0
#> 178 1.255801e+10              3.970120e+08      6.730164e+09              0
#> 179 2.091000e+10              5.815000e+09      1.532000e+10   -13362000000
#> 180 3.607100e+09              4.499020e+08      3.025805e+09              0
#> 181 3.790765e+10              2.846454e+10      2.905478e+10    -3848630000
#> 182 2.918880e+10              3.859700e+09      1.988150e+10              0
#> 183 4.991624e+10              4.260545e+09      3.485902e+10     -239377000
#> 184 9.229500e+10              8.031000e+09      6.863900e+10     -123000000
#> 185 2.474400e+10              1.383700e+10      2.283400e+10   -10331000000
#> 186 7.361142e+09              3.411066e+09      3.835894e+09              0
#> 187 1.103877e+10              2.372950e+08      7.836647e+09              0
#> 188 3.677740e+11              8.011000e+10      1.904580e+11  -231587000000
#> 189 5.021289e+09              1.768700e+09      2.698304e+09              0
#> 190 4.068564e+09              4.127150e+08      2.800842e+09     -927818000
#> 191 4.592300e+09              8.490000e+08      1.413600e+09              0
#> 192 7.634442e+09              5.653140e+08      5.173279e+09              0
#> 193 8.599400e+10              1.427400e+10      6.105500e+10   -10484000000
#> 194 2.067820e+11              1.814610e+11      1.878120e+11    -7007000000
#> 195 1.979080e+11              1.779250e+11      1.814820e+11              0
#> 196 4.512000e+10              3.370000e+09      3.426200e+10              0
#> 197 7.962000e+10              1.552800e+10      3.311400e+10    -2643000000
#> 198 7.721200e+10              1.935100e+10      4.610300e+10    -7017000000
#> 199 1.471022e+10              6.431895e+09      1.202255e+10    -5599426000
#> 200 1.104420e+10              3.985700e+09      7.935700e+09    -2546300000
#> 201 2.457550e+11              1.536270e+11      2.015860e+11    -1564000000
#> 202 5.294500e+09              2.634900e+09      5.687400e+09              0
#> 203 1.607090e+10              2.611300e+09      6.626600e+09     -242900000
#> 204 8.334100e+09              1.441500e+09      5.381700e+09    -3268500000
#> 205 2.218500e+10              2.296000e+09      1.084600e+10              0
#> 206 2.759600e+10              9.588800e+09      1.605230e+10              0
#> 207 5.011300e+10              5.932000e+09      3.522400e+10    -5539000000
#> 208 7.813696e+09              1.623886e+09      1.947763e+09     -315886000
#> 209 6.590594e+09              3.178382e+09      6.733461e+09    -5601584000
#> 210 5.472951e+09              1.172176e+09      3.054072e+09     -475294000
#> 211 5.048100e+10              1.473600e+10      3.310000e+10   -20632000000
#> 212 1.855390e+11              5.388400e+10      1.508900e+11   -80883000000
#> 213 3.109010e+10              8.019900e+09      2.054770e+10    -7278100000
#> 214 2.535150e+11              1.413590e+11      1.895650e+11              0
#> 215 1.623819e+10              7.293860e+09      1.259763e+10              0
#> 216 6.287000e+10              9.220000e+09      4.263400e+10              0
#> 217 2.604317e+10              1.998252e+10      2.072006e+10    -1056087000
#> 218 4.417582e+10              5.981805e+09      2.042017e+10              0
#> 219 1.601224e+12              1.480349e+12      1.483353e+12   -92123000000
#> 220 2.244500e+10              4.766000e+09      1.531500e+10    -4973000000
#> 221 7.240200e+10              5.346500e+10      5.817600e+10    -2502000000
#> 222 9.503000e+09              2.158200e+09      6.519400e+09    -3636200000
#> 223 5.158400e+10              8.999000e+09      5.526400e+10              0
#> 224 1.531820e+10              7.975323e+09      9.012991e+09              0
#> 225 8.324000e+09              2.076000e+09      4.730000e+09              0
#> 226 1.058887e+10              3.300910e+09      7.697134e+09    -1528121000
#> 227 2.118000e+10              2.355000e+09      1.404400e+10              0
#> 228 5.632400e+10              2.019000e+10      3.579200e+10              0
#> 229 1.538200e+10              3.195000e+09      1.617100e+10    -5048000000
#> 230 9.357400e+09              1.000900e+09      4.359500e+09    -2356400000
#> 231 7.582500e+10              2.783400e+10      7.558800e+10   -84564000000
#> 232 6.225800e+10              1.994700e+10      4.471700e+10   -32814000000
#> 233 1.312226e+10              1.480660e+09      5.782862e+09              0
#> 234 1.204400e+10              1.480000e+08      5.267000e+09              0
#> 235 1.005200e+10              1.322000e+09      6.631000e+09              0
#> 236 3.990100e+10              2.890600e+10      4.179900e+10              0
#> 237 4.682000e+10              1.783900e+10      3.133000e+10   -11156000000
#> 238 1.787820e+11              1.563490e+11      1.608320e+11      -85000000
#> 239 1.058600e+10              2.447000e+09      7.634000e+09    -2186000000
#> 240 1.275010e+11              3.184500e+10      1.080950e+11  -169522000000
#> 241 4.912800e+09              5.138000e+08      2.124600e+09    -1165800000
#> 242 2.607185e+09              1.166547e+09      2.150177e+09    -4157257000
#> 243 1.566600e+10              4.294000e+09      1.228800e+10   -21382000000
#> 244 1.544800e+10              2.881000e+09      5.004000e+09    -3718000000
#> 245 5.319035e+09              9.266740e+08      1.233974e+09              0
#> 246 1.422140e+10              1.464800e+09      5.444500e+09     -997900000
#> 247 1.704180e+11              2.721800e+10      6.920000e+10              0
#> 248 2.152070e+11              1.694220e+11      1.923930e+11    -6223000000
#> 249 2.528200e+10              4.352000e+09      1.623900e+10    -4149000000
#> 250 1.724920e+10              8.462700e+09      1.381250e+10     -147900000
#> 251 3.930400e+10              4.720000e+09      1.904400e+10     -980000000
#> 252 2.851400e+10              3.591000e+09      1.155300e+10   -14297000000
#> 253 1.370520e+10              1.175000e+09      1.682200e+09              0
#> 254 3.018670e+10              4.649800e+09      1.507300e+10    -3095300000
#> 255 2.441300e+10              5.104000e+09      1.906100e+10    -7565000000
#> 256 1.562232e+10              1.782266e+09      1.497537e+10              0
#> 257 7.252562e+09              1.870065e+09      3.927698e+09    -3196011000
#> 258 2.455564e+09              5.438300e+08      1.073941e+09    -1807118000
#> 259 1.472221e+10              3.189333e+09      8.788917e+09              0
#> 260 1.777240e+11              4.482100e+10      1.013670e+11   -39136000000
#> 261 4.232400e+10              1.188300e+10      2.633600e+10    -1201000000
#> 262 3.841314e+12              3.555171e+12      3.555171e+12  -107490000000
#> 263 8.861000e+09              1.949900e+09      4.612300e+09              0
#> 264 1.893700e+10              6.051000e+09      1.485500e+10    -4817000000
#> 265 5.142800e+10              6.761000e+09      2.603700e+10              0
#> 266 1.870080e+11              1.725810e+11      1.725810e+11    -5923000000
#> 267 7.764000e+09              1.360000e+09      3.985000e+09    -1920000000
#> 268 1.811400e+10              7.209000e+09      1.752100e+10    -5111000000
#> 269 1.819757e+10              5.326000e+06      8.416516e+09              0
#> 270 6.939000e+10              6.892000e+09      3.884500e+10              0
#> 271 1.259709e+10              2.871083e+09      1.119574e+10              0
#> 272 9.167600e+10              9.119000e+09      4.288000e+10     -686000000
#> 273 4.909100e+10              1.623800e+10      3.968000e+10   -20339000000
#> 274 3.413800e+10              4.884000e+09      1.505200e+10              0
#> 275 2.040310e+10              2.642900e+09      1.000240e+10              0
#> 276 1.719563e+10              4.564759e+09      1.091727e+10   -19481429000
#> 277 4.139800e+09              6.991000e+08      3.779300e+09     -264100000
#> 278 2.205900e+10              2.023000e+09      1.786800e+10    -4481000000
#> 279 1.288700e+10              3.906000e+09      8.883000e+09              0
#> 280 3.430620e+10              4.291911e+09      1.270795e+10      -76615000
#> 281 3.357690e+11              3.164750e+11      3.265810e+11              0
#> 282 7.788500e+10              1.529500e+10      3.821100e+10   -12998000000
#> 283 1.642103e+10              8.632043e+09      1.683119e+10       -6865000
#> 284 1.213400e+10              2.485000e+09      6.544000e+09    -1894000000
#> 285 5.175800e+10              1.647900e+10      4.032600e+10              0
#> 286 7.707100e+10              5.137600e+10      6.183500e+10     -386000000
#> 287 4.672500e+10              2.036600e+10      5.516700e+10              0
#> 288 5.767500e+10              5.781000e+09      4.545600e+10              0
#> 289 3.702400e+10              7.653000e+09      2.479400e+10    -1200000000
#> 290 2.040329e+11              1.782384e+11      1.782384e+11     -595905000
#> 291 1.828600e+10              2.377000e+09      6.754000e+09    -6118000000
#> 292 9.673700e+10              2.843700e+10      7.043100e+10   -26000000000
#> 293 1.567710e+09              4.813530e+08      5.669080e+08     -320252000
#> 294 2.461500e+10              6.853000e+09      2.284300e+10   -14716000000
#> 295 3.344000e+10              7.016000e+09      2.274700e+10    -5429000000
#> 296 1.454280e+10              7.614000e+08      7.772800e+09              0
#> 297 5.467000e+09              2.467000e+09      6.209000e+09              0
#> 298 3.623100e+10              1.208500e+10      3.006000e+10   -47359000000
#> 299 4.193778e+09              6.276860e+08      4.646723e+09              0
#> 300 1.295790e+10              3.133000e+09      8.359700e+09              0
#> 301 4.924780e+10              3.480100e+09      5.561760e+10   -70303800000
#> 302 6.229500e+10              4.720100e+10      6.429900e+10   -18141000000
#> 303 9.097900e+10              1.239400e+10      3.843100e+10              0
#> 304 1.070950e+11              2.316800e+10      6.385200e+10   -56770000000
#> 305 1.697790e+11              2.221700e+10      4.401200e+10              0
#> 306 6.628930e+11              5.992140e+11      6.257920e+11   -20188000000
#> 307 3.336430e+09              1.118581e+09      3.329168e+09    -6791454000
#> 308 4.843214e+10              5.544580e+09      4.269856e+10              0
#> 309 1.620840e+10              1.485400e+09      1.023050e+10     -975000000
#> 310 6.529600e+10              7.009000e+09      1.601500e+10    -6343000000
#> 311 3.648400e+11              9.508200e+10      1.982980e+11              0
#> 312 1.128040e+10              5.715680e+08      5.297127e+09              0
#> 313 2.604300e+10              6.812000e+09      8.058000e+09              0
#> 314 1.468949e+10              3.924377e+09      6.088869e+09     -215491000
#> 315 1.257200e+10              7.225000e+09      9.742000e+09              0
#> 316 2.738790e+10              3.514300e+09      1.401510e+10     -497600000
#> 317 6.601400e+10              1.357800e+10      3.850300e+10   -25368000000
#> 318 1.785693e+09              2.544870e+08      3.625710e+08              0
#> 319 8.175012e+09              1.093608e+09      1.365834e+09    -6125751000
#> 320 1.431500e+10              2.755000e+09      1.202100e+10   -11403000000
#> 321 1.173776e+12              1.071114e+12      1.072180e+12   -22436000000
#> 322 2.398560e+10              5.632000e+09      1.223430e+10              0
#> 323 1.167200e+10              3.801000e+09      1.211500e+10              0
#> 324 4.833352e+09              1.120280e+09      5.859798e+09    -5699069000
#> 325 2.259600e+10              1.087100e+10      1.675400e+10     -509000000
#> 326 1.002600e+10              3.953000e+09      9.188000e+09              0
#> 327 4.635094e+10              7.500022e+09      2.727496e+10     -824190000
#> 328 1.444800e+10              4.630000e+09      1.050100e+10     -623000000
#> 329 3.969000e+10              2.451000e+09      1.826900e+10     -236000000
#> 330 1.722100e+10              3.519000e+09      8.999000e+09              0
#> 331 1.517700e+11              2.682100e+10      1.153310e+11              0
#> 332 1.091000e+10              6.810000e+08      7.436000e+09              0
#> 333 4.032100e+10              1.073000e+10      2.504000e+10              0
#> 334 2.481380e+10              3.015000e+09      1.758920e+10      -99900000
#> 335 3.796343e+09              7.224980e+08      1.605727e+09    -1667206000
#> 336 3.933600e+10              2.609000e+09      2.618200e+10              0
#> 337 1.577863e+11              1.427780e+11      1.467166e+11    -3250400000
#> 338 4.191400e+10              8.976000e+09      2.826300e+10              0
#> 339 6.247000e+09              2.624000e+09      6.546000e+09              0
#> 340 1.911320e+10              5.033462e+09      1.821138e+10              0
#> 341 3.433500e+10              1.643700e+10      2.903500e+10    -5626000000
#> 342 3.166846e+10              5.359201e+09      1.485981e+10    -7452168000
#> 343 4.521200e+10              5.562000e+09      1.889200e+10              0
#> 344 5.287699e+09              2.208738e+09      2.296033e+09   -10413916000
#> 345 2.253900e+10              2.941000e+09      1.557700e+10    -2424000000
#> 346 1.206769e+10              6.413189e+09      1.317512e+10              0
#> 347 7.422100e+10              9.730000e+09      4.639100e+10   -11391000000
#> 348 4.793867e+09              6.281780e+08      1.238038e+09              0
#> 349 2.490550e+10              1.321370e+10      2.207230e+10    -5520400000
#> 350 1.078870e+10              1.713300e+09      5.399200e+09    -2601400000
#> 351 2.452680e+10              3.654833e+09      1.841218e+10     -713822000
#> 352 1.092970e+11              1.951100e+10      1.155170e+11              0
#> 353 1.061400e+10              2.396000e+09      1.175100e+10              0
#> 354 9.913000e+09              6.338000e+09      1.491000e+10    -1125000000
#> 355 3.058870e+10              1.579830e+10      1.807070e+10       -1900000
#> 356 8.340600e+09              9.729000e+08      4.376100e+09              0
#> 357 5.696100e+10              9.636000e+09      3.418500e+10   -22958000000
#> 358 2.594394e+10              5.859318e+09      1.709593e+10    -5688429000
#> 359 9.635200e+09              5.269200e+09      6.550000e+09              0
#> 360 4.891703e+09              3.568472e+09      3.897564e+09     -587527000
#> 361 7.781000e+10              4.509500e+10      5.804300e+10   -14130000000
#> 362 1.788080e+10              1.085900e+09      1.411400e+10     -370500000
#> 363 4.872200e+09              1.056100e+09      2.309200e+09              0
#> 364 9.310300e+10              2.722300e+10      7.455000e+10   -38787000000
#> 365 1.418971e+10              1.043813e+09      7.022552e+09              0
#> 366 1.952890e+11              4.741000e+10      1.080810e+11  -113939000000
#> 367 4.096000e+10              2.054700e+10      5.000400e+10   -35921000000
#> 368 6.281200e+10              1.760800e+10      3.853600e+10   -13802000000
#> 369 2.250148e+10              2.022448e+09      1.659320e+10       -2976000
#> 370 3.730100e+10              4.749000e+09      1.351100e+10    -1022000000
#> 371 5.407860e+11              4.930980e+11      4.931340e+11   -17076000000
#> 372 3.962105e+09              8.910350e+08      2.733047e+09              0
#> 373 2.157200e+10              5.165000e+09      1.539000e+10   -13528000000
#> 374 3.706200e+10              3.726000e+09      2.319200e+10     -976000000
#> 375 2.932202e+11              2.818731e+11      2.821834e+11    -9877100000
#> 376 1.172080e+11              3.308100e+10      7.061900e+10  -123382000000
#> 377 7.305720e+10              5.740450e+10      5.740450e+10              0
#> 378 5.976382e+10              1.042086e+09      2.518805e+10              0
#> 379 6.955990e+11              6.474660e+11      6.673640e+11   -22391000000
#> 380 4.960800e+10              7.934000e+09      3.618000e+10    -1382000000
#> 381 4.605538e+09              7.696710e+08      2.448368e+09              0
#> 382 1.786285e+10              4.735990e+08      7.908125e+09              0
#> 383 1.370034e+10              3.757163e+09      5.955120e+09              0
#> 384 1.188930e+10              2.428700e+09      6.620800e+09    -2052000000
#> 385 7.330521e+09              7.184500e+08      3.029916e+09              0
#> 386 1.304964e+10              3.219553e+09      7.922626e+09    -1149722000
#> 387 4.702000e+10              1.182900e+10      3.097200e+10              0
#> 388 1.331200e+10              1.577000e+09      6.901000e+09    -3901000000
#> 389 6.951100e+09              1.745400e+09      4.587000e+09    -6543400000
#> 390 8.611100e+10              7.661900e+10      7.659600e+10    -1457000000
#> 391 1.590170e+11              3.778800e+10      8.857600e+10   -14539000000
#> 392 4.495192e+10              1.560857e+09      1.862531e+10              0
#> 393 1.090182e+10              3.859190e+08      4.776782e+09      -23882000
#> 394 2.720580e+10              3.033900e+09      6.518000e+09    -9002600000
#> 395 1.609080e+11              1.405820e+11      1.444010e+11    -1371000000
#> 396 2.821290e+10              2.934600e+09      1.899750e+10     -500400000
#> 397 5.095853e+09              6.892990e+08      1.735102e+09    -1623256000
#> 398 2.933835e+09              1.266873e+09      1.466167e+09              0
#> 399 1.079990e+10              3.281200e+09      8.408700e+09    -6891400000
#> 400 2.167482e+09              5.177440e+08      1.021915e+09              0
#> 401 2.535030e+10              3.166100e+09      1.162380e+10      -17400000
#> 402 1.323370e+10              3.756062e+09      9.179801e+09     -574008000
#> 403 3.394324e+10              1.171938e+10      3.054515e+10    -2068229000
#> 404 6.432300e+10              4.958000e+09      2.489000e+10   -20711000000
#> 405 9.414800e+10              2.008000e+10      3.405000e+10              0
#> 406 1.001194e+10              1.318200e+09      1.545055e+10              0
#> 407 4.282700e+10              1.058300e+10      2.650200e+10    -1436000000
#> 408 8.944000e+09              3.555000e+09      8.835000e+09              0
#> 409 6.105400e+09              1.505400e+09      5.905700e+09    -3989100000
#> 410 7.558200e+10              7.550000e+09      4.874100e+10              0
#> 411 1.110200e+10              4.743000e+09      6.908000e+09              0
#> 412 2.205280e+10              7.198200e+09      1.982820e+10    -3595400000
#> 413 1.159668e+11              1.076457e+11      1.079350e+11              0
#> 414 3.307904e+10              3.049690e+09      3.000770e+10    -2007706000
#> 415 8.694600e+09              1.226100e+09      3.400000e+09     -893400000
#> 416 1.627670e+10              2.177200e+09      8.132400e+09              0
#> 417 6.864300e+09              9.861000e+08      2.539900e+09    -1769600000
#> 418 3.772778e+09              6.121740e+08      1.745246e+09              0
#> 419 1.307690e+11              1.148700e+10      1.020380e+11      -51000000
#> 420 3.830200e+10              1.171100e+10      2.718200e+10   -10850000000
#> 421 2.936140e+10              1.176070e+10      2.028160e+10    -3634100000
#> 422 2.815620e+10              8.402400e+09      3.682270e+10              0
#> 423 3.002230e+11              2.744560e+11      2.744560e+11    -9898000000
#> 424 1.118801e+10              9.083230e+08      4.780458e+09              0
#> 425 3.603200e+10              4.404000e+09      2.035800e+10              0
#> 426 2.143890e+11              1.961070e+11      1.984710e+11              0
#> 427 9.520000e+10              8.180700e+10      8.180700e+10   -12535000000
#> 428 9.329547e+09              2.545863e+09      3.725521e+09    -1034841000
#> 429 2.232368e+10              8.372187e+09      2.100227e+10   -10161855000
#> 430 2.094630e+11              2.062200e+10      1.394290e+11      -16000000
#> 431 1.774490e+10              3.286700e+09      8.082600e+09    -1020600000
#> 432 7.265300e+09              1.468800e+09      4.979800e+09              0
#> 433 5.084200e+10              2.072400e+10      4.006800e+10              0
#> 434 2.134800e+10              5.058000e+09      1.091400e+10    -1370000000
#> 435 1.404750e+10              1.403000e+09      6.185600e+09      -24300000
#> 436 6.731846e+09              6.104460e+08      2.879116e+09     -155388000
#> 437 3.488426e+09              7.973850e+08      1.189830e+09              0
#> 438 6.851300e+10              2.182100e+10      3.213700e+10              0
#> 439 2.472300e+10              2.560000e+09      1.063100e+10   -38532000000
#> 440 1.587900e+10              3.856000e+09      9.078000e+09     -596000000
#> 441 9.057900e+10              1.099700e+10      4.828600e+10   -10964000000
#> 442 2.770990e+10              1.001852e+10      2.211446e+10              0
#> 443 7.869194e+09              2.242178e+09      5.955327e+09    -4640236000
#> 444 1.768080e+10              5.630300e+09      1.195730e+10    -1719400000
#> 445 1.881900e+10              1.344000e+09      2.179500e+10    -1706000000
#> 446 1.165870e+11              8.745800e+10      9.371300e+10   -39074000000
#> 447 6.919500e+09              1.449500e+09      3.025000e+09              0
#> 448 5.451230e+11              4.687890e+11      4.821480e+11              0
#> 449 1.357929e+10              1.017263e+09      7.646806e+09              0
#> 450 4.787046e+09              8.338590e+08      2.328719e+09      -23710000
#> 451 3.624500e+10              4.682000e+09      1.689000e+10    -4679000000
#> 452 5.913810e+11              5.214730e+11      5.427760e+11   -27190000000
#> 453 1.099699e+10              4.060720e+08      7.127562e+09              0
#> 454 4.945994e+09              1.502054e+09      3.176926e+09      -59803000
#> 455 6.444000e+10              6.002000e+09      5.173000e+10   -51218000000
#> 456 7.038100e+10              2.344400e+10      6.641700e+10    -3551000000
#> 457 7.008900e+10              1.733700e+10      5.380000e+10      -12000000
#> 458 2.082000e+10              2.023000e+09      1.477400e+10    -4719000000
#> 459 2.301720e+11              8.869800e+10      1.573520e+11              0
#> 460 1.329610e+10              1.991698e+09      7.481443e+09              0
#> 461 6.434500e+10              2.196900e+10      4.337600e+10   -17537000000
#> 462 2.462816e+10              1.349549e+10      1.411556e+10        -408000
#> 463 1.762500e+09              1.067200e+09      3.217500e+09              0
#> 464 7.508900e+09              2.112500e+09      5.157000e+09    -5517400000
#> 465 3.701470e+11              4.922400e+10      2.841310e+11    -4020000000
#> 466 1.558220e+10              2.556200e+09      3.648700e+09              0
#> 467 1.321175e+10              3.463997e+09      9.859260e+09              0
#> 468 5.112510e+10              7.681200e+09      3.131970e+10              0
#> 469 3.728922e+10              5.383690e+08      1.552672e+10              0
#> 470 8.541000e+10              2.030900e+10      4.992700e+10              0
#> 471 1.715242e+10              1.082237e+09      1.075560e+10              0
#> 472 1.418150e+10              1.029300e+09      7.460400e+09              0
#> 473 1.833300e+10              3.190000e+09      8.428000e+09    -1696000000
#> 474 9.275900e+10              2.406700e+10      6.650600e+10   -20696000000
#> 475 2.461420e+11              9.653000e+10      1.692460e+11              0
#> 476 1.422400e+11              1.443600e+10      9.085700e+10    -8244000000
#> 477 3.012800e+10              3.722000e+09      2.293800e+10   -10619000000
#> 478 3.040570e+09              7.465630e+08      2.648446e+09    -9759858000
#> 479 3.960710e+10              3.817800e+09      2.828610e+10              0
#> 480 1.881142e+12              1.701349e+12      1.703610e+12   -84906000000
#> 481 3.657367e+10              1.628904e+10      1.801749e+10     -111691000
#> 482 3.361700e+09              5.651000e+08      9.373000e+08     -366300000
#> 483 2.625900e+10              5.237000e+09      1.403800e+10              0
#> 484 2.888570e+10              4.111400e+09      1.742780e+10              0
#> 485 1.758000e+10              9.410000e+08      6.764000e+09              0
#> 486 1.835200e+10              7.592000e+09      1.431600e+10    -6947000000
#> 487 4.755500e+10              5.838000e+09      3.632900e+10    -1041000000
#> 488 3.250900e+10              1.469200e+10      2.217200e+10       -3000000
#> 489 7.049000e+09              1.750000e+09      4.848000e+09    -9042000000
#> 490 1.178853e+10              1.617269e+09      1.239789e+10    -1585678000
#> 491 5.931700e+10              4.865000e+09      4.334600e+10              0
#> 492 8.189000e+09              1.951000e+09      4.994000e+09     -708000000
#> 493 5.790000e+09              1.183000e+09      1.435800e+10              0
#> 494 7.385000e+09              2.113000e+09      4.872000e+09    -1652000000
#> 495 2.145270e+10              2.463600e+09      9.334300e+09    -6717500000
#> 496 8.778400e+10              8.078800e+10      8.215200e+10              0
#> 497 1.377000e+10              3.051000e+09      9.190000e+09    -3766000000
#>     balance_sheet_updated cost_of_revenue        EBIT gross_profit income_tax
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#> 320            1659627767               0   541000000   1381000000  116000000
#> 321            1660492363       101000000  3319000000  14361000000  783000000
#> 322            1660149120      3526800000  1710100000   1846300000  369300000
#> 323            1660321592      1150000000   376000000    990000000   71000000
#> 324            1659540422       100768000   300381000    451038000   49445000
#> 325            1660236237       659000000   433000000    893000000   90000000
#> 326            1661699304       591000000   302000000   1089000000   13000000
#> 327            1661526418      4690755000  1578283000   3279386000  182103000
#> 328            1661699330      1709000000   321000000    825000000   50000000
#> 329            1659442610      1708000000   579000000   1350000000   33000000
#> 330            1661699333               0   129000000   2674000000 -147000000
#> 331            1659627944      1589000000  1383000000   3594000000  294000000
#> 332            1659627954       327000000   215000000    555000000   33000000
#> 333            1659107616      6731000000  1468000000   5503000000  -65000000
#> 334            1660236299       383700000   143300000    799500000   12000000
#> 335            1654614095       277768000   183973000    357635000   29633000
#> 336            1661699295               0  1271000000   3250000000  268000000
#> 337            1661699316         4500000   540600000   1830300000  144400000
#> 338            1659714960      6842000000   954000000   1959000000  204000000
#> 339            1660492443       102000000   263000000    605000000   29000000
#> 340            1660750123       338501000  -396802000    848680000    -867000
#> 341            1660321777      5913000000   891000000   1369000000  152000000
#> 342            1660811022      7690211000  3548165000   4104263000  763165000
#> 343            1654614098      2857000000  3221000000   5431000000  187000000
#> 344            1660236435      1924727000   585864000    738291000  140698000
#> 345            1659540511      1430000000   938000000   1882000000  129000000
#> 346            1660652096      1786019000   798550000   1884718000  180538000
#> 347            1660149634       835000000  5218000000   9841000000 1231000000
#> 348            1660236507               0   508705000   1667448000  132135000
#> 349            1659020940               0   543200000   3567200000  133100000
#> 350            1660062659      1047900000   697300000   1037100000  107400000
#> 351            1660750181      4877999000   724580000   1118722000  130721000
#> 352            1656514854      2397000000  4608000000   9442000000  436000000
#> 353            1661353553       588000000   468000000    997000000   53000000
#> 354            1659715101      2505000000   506000000    983000000  103000000
#> 355            1660149685      5827600000   899700000   1331100000  201700000
#> 356            1660322120      1648500000   432100000    588800000   99100000
#> 357            1660321997               0   840000000   7779000000  129000000
#> 358            1661699357      2980654000   780968000   1207178000  -10738000
#> 359            1661526497       360000000   394000000    784300000   92400000
#> 360            1661526494        39604000    72313000    277320000   15482000
#> 361            1660236987               0   854000000   6806000000  390000000
#> 362            1660322053       900400000   304200000    726500000   56300000
#> 363            1659540589       704700000   190800000    359500000   28500000
#> 364            1658329300      9415000000  3423000000  10810000000  393000000
#> 365            1660750246       563406000   262786000    666163000   45220000
#> 366            1660811034      8648000000 12780000000  19094000000 1570000000
#> 367            1659888824      2648000000  3071000000  17761000000  594000000
#> 368            1659888878     42645000000  4262000000   5932000000  924000000
#> 369            1661699365       352187000   223095000    709482000   26688000
#> 370            1660149960               0  3083000000   7005000000  657000000
#> 371            1660149828        36000000  1836000000   5310000000  340000000
#> 372            1659715192      1389014000   418966000    666804000  103160000
#> 373            1659368135      2954000000   499000000   1737000000  118000000
#> 374            1660236877       534000000   243000000   1162000000   32000000
#> 375            1660750234               0  3897100000   6658700000  822500000
#> 376            1660492633     10802000000  3598000000   8713000000  592000000
#> 377            1660149765               0  -409000000  11521300000  -93000000
#> 378            1660652124               0   507109000   1252080000   49834000
#> 379            1660492739               0  -561000000  13021000000   11000000
#> 380            1660149714       765000000   298000000   1311000000  -33000000
#> 381            1660492743       101995000    84435000    360479000   30302000
#> 382            1660322247       255199000   588111000    776846000          0
#> 383            1659540576      2706859000   866028000   1219327000  212138000
#> 384            1655478232       884000000   206700000   1238700000   55400000
#> 385            1660322306       660108000   101859000    375250000   10661000
#> 386            1660322275      3607413000   211965000    624590000   41252000
#> 387            1659628170      4816000000  3401000000   6120000000  509000000
#> 388            1659367275      1611000000   397000000    842000000   77000000
#> 389            1660750347       489200000   180800000   1001400000   38800000
#> 390            1660652167        56000000   415000000   2722000000  114000000
#> 391            1659540653     12856000000  1336000000   3458000000  160000000
#> 392            1660321870               0   305307000    810419000   14658000
#> 393            1660492821               0   148154000    302083000          0
#> 394            1660237105       149200000  1306900000   2708000000  111100000
#> 395            1660492831        60000000   740000000   1735000000  157000000
#> 396            1660492896      2064400000   584100000   1349200000  106300000
#> 397            1661181288       385853000   252838000    528885000   43029000
#> 398            1660237148      1047280000   305737000    815547000   65012000
#> 399            1659628215      1166300000   360400000    802400000   49400000
#> 400            1659715316       336780000   132957000    377269000   33689000
#> 401            1660237217       399300000   362900000    911500000   91900000
#> 402            1655391796      3196446000   467158000   1136654000  111017000
#> 403            1659888935       915834000  -242766000   1268408000          0
#> 404            1660237524      1011000000   926000000   1982000000  340000000
#> 405            1661699155      2127000000   193000000   5593000000  113000000
#> 406            1660322565       166012000   246328000    485994000   -3563000
#> 407            1659628306      5568000000   998000000   1205000000  182000000
#> 408            1660493090      1869000000   361000000    759000000    5000000
#> 409            1660237389       979700000   230200000    438300000   42700000
#> 410            1660322764      1068000000  1041000000   2479000000   80000000
#> 411            1661699291       389000000    22000000   1363000000    9000000
#> 412            1659628278      3423300000   847300000   2449000000  162000000
#> 413            1660811059         4249000   472474000    807992000  133272000
#> 414            1660322739               0   816834000   1279842000   24346000
#> 415            1660493121       649300000   327900000    583300000   46800000
#> 416            1661699395      1320500000   181100000    552500000   31300000
#> 417            1659107760       604200000   311900000    618800000   72300000
#> 418            1660322620       545132000    40699000    182642000    6617000
#> 419            1659715452      2689000000  1731000000   4517000000  304000000
#> 420            1660148888               0  1158000000   6728000000  276000000
#> 421            1659715525      3189200000   275300000   1203800000  -62800000
#> 422            1660150278               0  1309500000   8150100000  278500000
#> 423            1659715522        10000000   847000000   3064000000   88000000
#> 424            1660652234       638693000   158421000    517798000   24196000
#> 425            1659628392      1667000000   776000000   2826000000   64000000
#> 426            1660652201       196000000   501000000   1440000000  132000000
#> 427            1659107793       724000000  1066000000   3548000000  262000000
#> 428            1661699398       271181000   233928000    976585000   16708000
#> 429            1652972793     13888745000   495729000   3013394000   82163000
#> 430            1661526582      9168000000  1186000000  10533000000  -55000000
#> 431            1660750578       435700000   -37400000    666700000   -2300000
#> 432            1661526584       505700000   248500000   1119200000   39700000
#> 433            1661526579     18461000000  1346000000   6709000000  240000000
#> 434            1659889325      2769000000   756000000   1328000000  116000000
#> 435            1660063644       788600000   229500000    567200000   50200000
#> 436            1659715587       315709000   135074000    388833000   18412000
#> 437            1660493164       334377000   250034000    506389000   40805000
#> 438            1659442795     12700000000  2262000000   3890000000  205000000
#> 439            1659628516      1587000000  2789000000   3625000000  390000000
#> 440            1659715719      2641000000   203000000    513000000   45000000
#> 441            1660493194      6371000000  1974000000   4599000000  198000000
#> 442            1654614115      8223213000  1088679000   3183261000  264802000
#> 443            1660323089      2517151000   525035000   1386255000  121460000
#> 444            1660237968      2867000000   710600000   1323400000  136600000
#> 445            1660750521       582000000   599000000    816000000   73000000
#> 446            1659107824               0   657000000   9136000000  106000000
#> 447            1660493229       382700000   146100000    558500000   53600000
#> 448            1660063668       171000000  2025000000   5750000000  372000000
#> 449            1659540838       540676000  -343762000    635984000  -65897000
#> 450            1659889494       261198000    56757000    207487000   10813000
#> 451            1660652286     11884000000  1033000000   1611000000  233000000
#> 452            1660323231       311000000  2145000000   6062000000  414000000
#> 453            1659628527               0    40581000    369167000     312000
#> 454            1661699423      1368949000   391428000    928164000   95859000
#> 455            1659107843               0  2495000000   6269000000  507000000
#> 456            1659107836               0   990000000  12112000000  130000000
#> 457            1661526595               0  3535000000  24766000000  848000000
#> 458            1659628548      1164000000   716000000   1607000000  115000000
#> 459            1660238113      8596000000  7132000000  71736000000 1466000000
#> 460            1660652299               0   233434000   3323407000   50949000
#> 461            1659715836     42946000000  6219000000   8695000000 1342000000
#> 462            1660493413               0   -44958000   1022938000   -3790000
#> 463            1659715860        49500000   236000000    302400000   51400000
#> 464            1660135668       246100000   284700000    500200000   44200000
#> 465            1661699452     14420000000  7593000000  19369000000 1542000000
#> 466            1660493395       261800000  1119000000   1934400000  213900000
#> 467            1660493363      1042982000    63362000   1218613000   -6654000
#> 468            1661699448      2413500000   559600000   1703300000   75400000
#> 469            1659628586       551876000    91898000    110747000    1027000
#> 470            1661699427               0  4865000000   7275000000  418000000
#> 471            1660064039               0   132071000    453494000    3564000
#> 472            1660493384      1508100000   305600000    446200000   63700000
#> 473            1660493432      1403000000   271000000    645000000   58000000
#> 474            1657292588     26025000000  -315000000   6572000000 -242000000
#> 475            1655132637    106847000000  5318000000  34722000000  798000000
#> 476            1661699462      6625000000 -2645000000   3202000000 -836000000
#> 477            1659628656      3142000000   873000000   1885000000  189000000
#> 478            1660323383       307206000   199632000    407113000   27410000
#> 479            1660323402       935000000   451200000   1192900000   63400000
#> 480            1660064144       580000000  3565000000  17806000000  613000000
#> 481            1660750657          165000   102269000   1472371000    3065000
#> 482            1659715934       449800000   231100000    321500000   44200000
#> 483            1661699471      3083000000   581000000   1445000000  210000000
#> 484            1660493496      4360300000   585900000   1159400000  132700000
#> 485            1659889735      1789000000  1057000000   1184000000  184000000
#> 486            1659540930      4200000000   430000000    897000000   37000000
#> 487            1660064154       857000000   625000000   1633000000  -45000000
#> 488            1659715944               0   233000000   2031000000   19000000
#> 489            1659887640      2396000000   534000000   1441000000  128000000
#> 490            1660750696       569590000   -52028000    339242000     718000
#> 491            1659715962      1443000000   480000000   1981000000  -74000000
#> 492            1660135863       844000000   153000000    520000000   24000000
#> 493            1660652358       415000000   542000000   1221000000  166000000
#> 494            1660135891       794000000   243000000    674000000  -55000000
#> 495            1660135887       511000000   343200000   1270800000   45500000
#> 496            1660323580        41000000   260000000    739000000   57000000
#> 497            1660323584       625000000   726000000   1427000000  141000000
#>     interest_income net_income_basic operating_expense operating_income
#> 1         117000000         78000000        8592000000        110000000
#> 2           2100000        126200000         798200000        167700000
#> 3         106000000       2018000000        8881000000       2376000000
#> 4         532000000        913000000       11191000000       3392000000
#> 5                 0         54554000         211099000         66050000
#> 6           3323000       1786075000       13555685000       2603118000
#> 7          10000000        280000000        1309000000        335000000
#> 8          41000000       1236000000       25998000000       1286000000
#> 9          28000000       1178000000        2857000000       1529000000
#> 10          9400000        625500000        3300100000        827500000
#> 11         10207000        144402000        2463744000        201682000
#> 12        184000000       -179000000        2561000000        517000000
#> 13                0       1388000000        3699000000       1701000000
#> 14         20000000        274000000        1247000000        360000000
#> 15         32700000        582100000        2583800000        605500000
#> 16         -1169000        119537000         723575000        179757000
#> 17         12000000        139000000        2325000000        333000000
#> 18         41409000        406773000        1045497000        434096000
#> 19         24257000        269280000         481759000        162005000
#> 20          -245000        112800000         781357000        188196000
#> 21         17100000        115100000         626000000        147100000
#> 22         78000000        159000000         731000000        212000000
#> 23                0      -1042000000       13275000000      -1055000000
#> 24       -403000000      16002000000       50232000000      19453000000
#> 25        280000000        889000000        3438000000       3105000000
#> 26        425000000      -2028000000      117917000000       3317000000
#> 27         35000000        109000000        3473000000        436000000
#> 28         25000000        447000000        6030000000        520000000
#> 29        120000000        207000000        1417000000        309000000
#> 30        439000000        476000000       12410000000       1012000000
#> 31                0        524500000        3682800000        956900000
#> 32                0       1934000000       11281000000       2553000000
#> 33                0       3028000000       10119000000       4322000000
#> 34        262300000        898200000        1892000000        782300000
#> 35         94000000        218000000         610000000        327000000
#> 36                0        756000000        2556000000        955000000
#> 37         52862000        406964000       59433498000        631103000
#> 38         20350000        282373000        1149710000        364842000
#> 39        328000000       1317000000        3876000000       2718000000
#> 40         30500000        472500000        2488000000        648800000
#> 41         49392000        748985000        2078373000       1031507000
#> 42          4340000         98800000         345840000        128010000
#> 43         76000000        926000000        1505000000       1542000000
#> 44        719000000      19442000000       59883000000      23076000000
#> 45         56000000       1606000000        4596000000       1924000000
#> 46         49000000        -61000000        3941000000        116000000
#> 47         -4427000        299099000         689038000        362853000
#> 48                0        284200000        1724500000        318500000
#> 49                0         52200000        2516200000         69900000
#> 50       1502000000       4105000000       24056000000       5587000000
#> 51         26190000        128468000         661842000        154587000
#> 52                0        146000000         956000000        214000000
#> 53         41888000        592571000        3079552000        785670000
#> 54         58797000        138444000         450211000        194348000
#> 55         20800000        214500000        2036200000        310800000
#> 56         60000000       -839000000        4701000000        346000000
#> 57         68000000       -174000000        3774000000        360000000
#> 58                0       5932000000       18327000000       6892000000
#> 59         89000000        155000000        1170000000        280000000
#> 60         89000000        252000000        3417000000        329000000
#> 61         94000000        338000000        4049000000        592000000
#> 62                0        179322000        2290325000        222562000
#> 63          6000000        341000000       10184000000        463000000
#> 64         10720000       -927184000         570882000        120217000
#> 65          2317000         61498000         207655000         80573000
#> 66         53200000       1058000000        1652700000        936400000
#> 67         54000000       1077000000        2858000000       1668000000
#> 68                0        835000000        3494000000       1095000000
#> 69        650000000        193000000       15925000000        756000000
#> 70         76000000        857000000        3288000000       1006000000
#> 71         15000000        216000000        3441000000        318000000
#> 72        104142000        222989000         501892000        272035000
#> 73         63000000        246000000        2726000000        518000000
#> 74        313000000       1421000000        9245000000       2642000000
#> 75        518000000       2515000000        4690000000       3413000000
#> 76         20700000        248000000        1381200000        341700000
#> 77         36000000        142500000         608600000        231100000
#> 78         19000000        151000000         946000000        304000000
#> 79                0        348185000        6328810000        469665000
#> 80          4281000        186920000         574617000        282904000
#> 81        559000000       -123000000        2205000000        616000000
#> 82         29022000        496575000         308920000         52796000
#> 83         50000000        188000000        1836000000        294000000
#> 84                0       1949000000        6246000000       2564000000
#> 85         34000000        138000000       46653000000        450000000
#> 86         28775000        252265000        9148618000        163003000
#> 87        364000000      -1834000000        3873000000      -1472000000
#> 88         61000000        573000000        4500000000        711000000
#> 89         33000000        141000000        1062000000        211000000
#> 90        108000000       1673000000       12303000000       1944000000
#> 91         13900000       -184500000         748800000        237000000
#> 92         18518000        487322000        7405162000        366116000
#> 93         57700000        279300000        5710500000        435300000
#> 94         47000000        434000000        2015000000        471000000
#> 95        162000000       -172000000       34615000000       1321000000
#> 96          4000000        179000000        1593000000        351000000
#> 97          6700000        -19800000         307700000         -6500000
#> 98         72000000       1165000000        1477000000       1912000000
#> 99          3515000        109321000         785720000        187411000
#> 100               0       1652000000        2985000000       2274000000
#> 101      1109000000       1471000000       10433000000       3165000000
#> 102       129000000      11622000000       52643000000      12729000000
#> 103               0        259942000        1871060000        342279000
#> 104               0       1215000000        8329000000       1612000000
#> 105        19300000        187100000        1063500000        261600000
#> 106               0       1559000000       43099000000       2381000000
#> 107               0       -808000000        1861000000      -1041000000
#> 108        22984000        293170000        1670250000        404436000
#> 109       -25000000       3044000000        9225000000       3610000000
#> 110               0       4274000000       17485000000       5971000000
#> 111               0        332000000        1642000000        478000000
#> 112        22908000        115457000         677210000        182312000
#> 113        32000000        101000000        1649000000        152000000
#> 114        39900000        654100000         487500000        749700000
#> 115       125000000        145000000        1681000000        239000000
#> 116        98000000       1905000000        8033000000       3292000000
#> 117        -6000000        577000000        4146000000        760000000
#> 118        31000000        603000000        3587000000        897000000
#> 119       968000000       3396000000       24062000000       5954000000
#> 120               0        255000000         508000000        337000000
#> 121        96200000        158900000        2695900000        214100000
#> 122       211000000       5145000000       14105000000       7056000000
#> 123       205000000        255000000        3028000000        387000000
#> 124        88500000        389500000        1724300000        816400000
#> 125        56000000       -111000000        5191000000        274000000
#> 126        10800000        126600000         697100000        132700000
#> 127         4492000        278620000         567186000        372755000
#> 128        69000000        563000000        3125000000        490000000
#> 129        -8000000        969000000        4815000000       1437000000
#> 130        29000000       1353000000       50805000000       1791000000
#> 131        21000000       1229000000         960000000       1612000000
#> 132       158000000        421000000        1131000000        603000000
#> 133       171000000       1178000000        2241000000       1574000000
#> 134        27000000        702000000        5790000000        796000000
#> 135       583000000       2951000000       76067000000       4569000000
#> 136               0       1647800000        6619900000       2168200000
#> 137        49000000       1658000000        5546000000       2205000000
#> 138        18900000        281700000        2263600000        339300000
#> 139        82586000        224809000        2503183000        423574000
#> 140       187000000       2098000000       10631000000       2739000000
#> 141       269000000        735000000       12317000000       1507000000
#> 142        12000000        102000000         938000000        150000000
#> 143        91000000       1915000000        3057000000       2569000000
#> 144         4700000         50900000         617300000         78900000
#> 145        39000000       1416000000         762000000       2006000000
#> 146        69023000         53246000        1003038000        136284000
#> 147               0       1105000000        2077000000       1621000000
#> 148        -3754000        522832000        3517028000        692935000
#> 149       380000000       1409000000       19072000000       2432000000
#> 150        43098000        678030000        8512287000        913426000
#> 151        30600000        359900000        6263100000        505400000
#> 152               0       -476000000        2863000000        733000000
#> 153        44632000        102493000         887068000        178114000
#> 154        26040000        289618000        1801865000        356850000
#> 155       -36000000       1661000000       13636000000       2028000000
#> 156       153000000         37000000        4746000000        178000000
#> 157       607000000        881000000        5289000000       1396000000
#> 158        18734000        102470000         194171000         91117000
#> 159       120000000        787000000        2823000000        499000000
#> 160        17000000        102000000        3668000000         39000000
#> 161        45000000        256000000        2366000000        418000000
#> 162        31000000        601000000        4501000000        711000000
#> 163               0       -531000000        3118000000       -696000000
#> 164        56000000        308300000        3151200000        429400000
#> 165       256000000        241000000        3439000000        569000000
#> 166         -900000        406400000         929200000        444700000
#> 167               0        311000000        1326000000        441000000
#> 168       208000000       1653000000       36281000000       2201000000
#> 169        71000000        952500000        4837500000       1650500000
#> 170        50000000        921000000        4058000000        947000000
#> 171         1372000         76976000         436160000         94036000
#> 172       226861000        159703000        3478130000        -82934000
#> 173        48000000       2238000000        5770000000       2917000000
#> 174               0         18604000        1101841000         93020000
#> 175        41600000        200600000        1012100000        304600000
#> 176        86318000        216322000        1499395000        317759000
#> 177        71889000        223328000         484993000        202037000
#> 178        50477000         57054000         279740000        120238000
#> 179        42000000         52000000        3365000000        196000000
#> 180               0         73123000         512574000         72561000
#> 181               0        122630000        2715490000        119123000
#> 182        99300000        194500000        1111000000        335500000
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#> 192        32161000         49803000         161711000         85573000
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#> 403       296216000       -521582000        2427008000       -242766000
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#> 496               0        195000000         520000000        260000000
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#> 2                          0     165300000                        0
#> 3                          0    2352000000                684000000
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#> 132                        0     426000000                        0
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#>     selling_general_and_admin total_revenue income_updated
#> 1                  3023000000    8702000000     1659627817
#> 2                   166700000     965900000     1659886403
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#> 4                  5412000000   14583000000     1660318682
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#> 180                 239058000     585135000     1659714018
#> 181                         0    2834613000     1660322380
#> 182                         0    1446500000     1660320288
#> 183                         0    2572641000     1660320241
#> 184                         0    4239000000     1660234647
#> 185                1905000000    3181000000     1660491536
#> 186                  57485000    4603312000     1660320307
#> 187                  31251000     474988000     1660491544
#> 188                2530000000  111265000000     1660238510
#> 189                 297554000     674488000     1660491606
#> 190                 119881000     488751000     1657638147
#> 191                 444200000    1778600000     1658847922
#> 192                  12253000     247284000     1652531949
#> 193                1177000000   24394000000     1661699213
#> 194                 139000000    2172000000     1660491622
#> 195                  86000000    1579000000     1660810896
#> 196                         0    2818000000     1661699216
#> 197                1082000000    3719000000     1660320418
#> 198                1546000000    4450000000     1659627235
#> 199                 412358000     861278000     1660749693
#> 200                 194800000    1452300000     1660234846
#> 201                2759000000   40190000000     1659714063
#> 202                 460900000    1030100000     1660491695
#> 203                 484900000    1463300000     1659714175
#> 204                 434600000    2111000000     1659714093
#> 205                 552000000    3033000000     1661181123
#> 206                 652200000    2031300000     1659713445
#> 207                 100000000    5416000000     1660491585
#> 208                 234568000    1240833000     1659627372
#> 209                 604911000    1376521000     1660148537
#> 210                 172666000    1291391000     1660664614
#> 211                 614000000    9189000000     1659627302
#> 212                2720000000   18645000000     1659540050
#> 213                 809400000    4891200000     1657638149
#> 214                2293000000   35759000000     1659540065
#> 215                1364015000    5602414000     1659627355
#> 216                1357000000    6260000000     1660664607
#> 217                         0    1292608000     1660491782
#> 218                 863179000    2280906000     1660061358
#> 219                 259000000   14981000000     1660320652
#> 220                  67000000    5074000000     1659367521
#> 221                         0    5373000000     1659714324
#> 222                 411400000    1339200000     1659540113
#> 223                2301000000   14820000000     1660061421
#> 224                  24781000     517932000     1660236701
#> 225                 680000000    3030000000     1660148337
#> 226                 543468000    2372582000     1659714358
#> 227                 938000000    2988000000     1660320757
#> 228                1249000000    6713000000     1657724482
#> 229                 103000000    2240000000     1659627431
#> 230                 244200000    1002700000     1659627442
#> 231                6657000000   43792000000     1661699229
#> 232                1306000000    8953000000     1659714339
#> 233                 224659000    3096559000     1654873391
#> 234                  25000000    1381000000     1660491970
#> 235                  83000000    1393000000     1660320903
#> 236                1464000000   16490000000     1655132576
#> 237                         0   23662000000     1659627482
#> 238                 143000000    1816000000     1659887645
#> 239                 227000000    2662000000     1660320771
#> 240                4855000000   15535000000     1659442462
#> 241                 167500000     796100000     1659627508
#> 242                 211745000     860546000     1660148443
#> 243                 659000000    4011000000     1660492093
#> 244                 410000000    1162000000     1660922497
#> 245                 253277000     911397000     1660148476
#> 246                 275600000    1439900000     1660492076
#> 247                1800000000   15321000000     1659887824
#> 248                  77000000    2413000000     1660320926
#> 249                 300000000    5389000000     1659887832
#> 250                 369200000    2735700000     1659627552
#> 251                 456000000    3307000000     1660670252
#> 252                1692000000    5632000000     1654095716
#> 253                 418400000    1522100000     1659367682
#> 254                 153500000    1530400000     1660235538
#> 255                 483000000    3541000000     1659367674
#> 256                 295394000    1289534000     1660321048
#> 257                1980587000    3837532000     1659887887
#> 258                  58125000     482672000     1661699244
#> 259                 558713000    3827093000     1660061726
#> 260                6226000000   24020000000     1659887908
#> 261                1589000000    6614000000     1660321112
#> 262                2010000000   34233000000     1660235574
#> 263                 341500000    1269600000     1659887912
#> 264                 728000000    3864000000     1660321126
#> 265                1204000000    3554000000     1659714519
#> 266                 165000000    1881000000     1660148643
#> 267                 319000000    1351000000     1654786915
#> 268                 906000000    5063000000     1659540259
#> 269                 101835000     427198000     1659887957
#> 270                 152000000    5151000000     1659367733
#> 271                 236778000    2486739000     1660492131
#> 272                 812000000    6554000000     1659714533
#> 273                7253000000   44600000000     1656946930
#> 274                 744000000    4135000000     1659888070
#> 275                 486000000    3696900000     1660061950
#> 276                 210002000    4635554000     1661699264
#> 277                 118200000    1153100000     1659627715
#> 278                 238000000    1045000000     1659367790
#> 279                 260000000    3597000000     1660148755
#> 280                 105207000    8358696000     1657638213
#> 281                         0    5104000000     1660321282
#> 282                 771000000    8457000000     1659714627
#> 283                 672213000    4434174000     1660321354
#> 284                 898000000    3341000000     1660148810
#> 285                         0   15446000000     1658934255
#> 286                         0    3388000000     1660061868
#> 287                4455000000   27476000000     1661699260
#> 288                 815000000    4612000000     1660235843
#> 289                 329000000   14838000000     1659888163
#> 290                 160860000    2036242000     1660492368
#> 291                  68000000    2168000000     1660321573
#> 292                 694000000   54052000000     1660149125
#> 293                  11093000     182483000     1659627808
#> 294                         0    5338000000     1660148931
#> 295                         0    5379000000     1659107573
#> 296                 104100000    1641700000     1659714791
#> 297                 361000000    2352000000     1659714712
#> 298                2157000000    5497000000     1659714688
#> 299                 236317000     794513000     1660492371
#> 300                 349200000    1536800000     1657206175
#> 301                 588600000    5718400000     1660321400
#> 302                1959000000   67154000000     1660321410
#> 303                2569000000    8089000000     1656687821
#> 304                2512000000   14593000000     1660578434
#> 305                6582000000   28822000000     1659714759
#> 306                         0   15556000000     1660321448
#> 307                 242206000     978387000     1659888357
#> 308                1028765000    3264888000     1660236001
#> 309                 188900000    1963600000     1660148957
#> 310                 264000000    8642000000     1657638217
#> 311                8053000000   51865000000     1659714852
#> 312                  15580000     495040000     1659714693
#> 313                 211000000    4749000000     1660236113
#> 314                 505270000    3153188000     1659888258
#> 315                 551000000    8054000000     1659714813
#> 316                 707600000    2921700000     1660150647
#> 317                1676000000    7274000000     1659540363
#> 318                  70668000     461004000     1660492345
#> 319                         0    1655260000     1660492328
#> 320                 368000000    1381000000     1659627767
#> 321                 650000000   14462000000     1660492363
#> 322                 108200000    5373100000     1660149120
#> 323                 356000000    2140000000     1660321592
#> 324                  97797000     551806000     1659540422
#> 325                  36000000    1552000000     1660236237
#> 326                 552000000    1680000000     1661699304
#> 327                 984257000    7970141000     1661526418
#> 328                 504000000    2534000000     1661699330
#> 329                  73000000    3058000000     1659442610
#> 330                1004000000    2674000000     1661699333
#> 331                         0    5183000000     1659627944
#> 332                 213000000     882000000     1659627954
#> 333                4035000000   12234000000     1659107616
#> 334                         0    1183200000     1660236299
#> 335                 173662000     635403000     1654614095
#> 336                         0    3250000000     1661699295
#> 337                 254500000    1834800000     1661699316
#> 338                1005000000    8801000000     1659714960
#> 339                 260000000     707000000     1660492443
#> 340                 329080000    1187181000     1660750123
#> 341                 325000000    7282000000     1660321777
#> 342                 563211000   11794474000     1660811022
#> 343                 592000000    8288000000     1654614098
#> 344                 155918000    2663018000     1660236435
#> 345                 265000000    3312000000     1659540511
#> 346                1086168000    3670737000     1660652096
#> 347                 244000000   10676000000     1660149634
#> 348                  39116000    1667448000     1660236507
#> 349                 110900000    3567200000     1659020940
#> 350                 156300000    2085000000     1660062659
#> 351                         0    5996721000     1660750181
#> 352                2600000000   11839000000     1656514854
#> 353                 423000000    1585000000     1661353553
#> 354                 439000000    3488000000     1659715101
#> 355                 176800000    7158700000     1660149685
#> 356                 156700000    2237300000     1660322119
#> 357                1710000000    7779000000     1660321997
#> 358                 426210000    4187832000     1661699357
#> 359                 390300000    1144300000     1661526497
#> 360                 145636000     316924000     1661526494
#> 361                1109000000    6806000000     1660236987
#> 362                 273800000    1626900000     1660322053
#> 363                 145600000    1064200000     1659540589
#> 364                7387000000   20225000000     1658329300
#> 365                 330025000    1229569000     1660750246
#> 366                3048000000   27742000000     1660811034
#> 367                2092000000   20409000000     1659888824
#> 368                 488000000   48577000000     1659888878
#> 369                         0    1061669000     1661699365
#> 370                  88000000    7005000000     1660149960
#> 371                 692000000    5346000000     1660149828
#> 372                 247916000    2055818000     1659715192
#> 373                 982000000    4691000000     1659368135
#> 374                         0    1696000000     1660236877
#> 375                         0    6658700000     1660750234
#> 376                5115000000   19515000000     1660492633
#> 377                         0   11521300000     1660149765
#> 378                  83114000    1252080000     1660652124
#> 379                2881000000   13021000000     1660492739
#> 380                         0    2076000000     1660149714
#> 381                 178943000     462474000     1660492743
#> 382                  28831000    1032045000     1660322247
#> 383                 351256000    3926186000     1659540576
#> 384                1039400000    2122700000     1655478232
#> 385                 101815000    1035358000     1660322306
#> 386                 323245000    4232003000     1660322275
#> 387                 655000000   10936000000     1659628170
#> 388                 422000000    2453000000     1659367275
#> 389                 820600000    1490600000     1660750347
#> 390                  65000000    2778000000     1660652167
#> 391                1424000000   16314000000     1659540653
#> 392                  34139000     810419000     1660321870
#> 393                  17645000     302083000     1660492821
#> 394                 476300000    2857200000     1660237105
#> 395                 172000000    1795000000     1660492831
#> 396                 391500000    3413600000     1660492896
#> 397                 194890000     914738000     1661181288
#> 398                 509394000    1862827000     1660237148
#> 399                 442000000    1968700000     1659628215
#> 400                 219987000     714049000     1659715316
#> 401                 548600000    1310800000     1660237217
#> 402                 669496000    4333100000     1655391796
#> 403                 371425000    2184242000     1659888935
#> 404                 764000000    2993000000     1660237524
#> 405                4071000000    7720000000     1661699155
#> 406                  63274000     652006000     1660322565
#> 407                  86000000    6773000000     1659628306
#> 408                 149000000    2628000000     1660493090
#> 409                 199200000    1418000000     1660237389
#> 410                         0    3547000000     1660322764
#> 411                 897000000    1752000000     1661699291
#> 412                1519100000    5872300000     1659628278
#> 413                  42365000     812241000     1660811059
#> 414                  29424000    1279842000     1660322739
#> 415                  77000000    1232600000     1660493121
#> 416                 343800000    1873000000     1661699395
#> 417                         0    1223000000     1659107760
#> 418                  67096000     727774000     1660322620
#> 419                         0    7206000000     1659715452
#> 420                         0    6728000000     1660148888
#> 421                 849400000    4393000000     1659715525
#> 422                1139600000    8150100000     1660150278
#> 423                 118000000    3074000000     1659715522
#> 424                 334626000    1156491000     1660652234
#> 425                1539000000    4493000000     1659628392
#> 426                  86000000    1636000000     1660652201
#> 427                 135000000    4272000000     1659107793
#> 428                 290707000    1247766000     1661699398
#> 429                         0   16902139000     1652972793
#> 430                5856000000   19701000000     1661526582
#> 431                 509200000    1102400000     1660750578
#> 432                 870700000    1624900000     1661526584
#> 433                4762000000   25170000000     1661526579
#> 434                 393000000    4097000000     1659889325
#> 435                 286400000    1355800000     1660063644
#> 436                 216825000     704542000     1659715587
#> 437                 139533000     840766000     1660493164
#> 438                 961000000   16590000000     1659442795
#> 439                 422000000    5212000000     1659628516
#> 440                 278000000    3154000000     1659715719
#> 441                2209000000   10970000000     1660493194
#> 442                2094582000   11406474000     1654614115
#> 443                 777860000    3903406000     1660323089
#> 444                 612800000    4190400000     1660237968
#> 445                 184000000    1398000000     1660750521
#> 446                1223000000    9136000000     1659107824
#> 447                 245800000     941200000     1660493229
#> 448                 388000000    5921000000     1660063668
#> 449                 524887000    1176660000     1659540838
#> 450                  99701000     468685000     1659889494
#> 451                 578000000   13495000000     1660652286
#> 452                 371000000    6373000000     1660323231
#> 453                  16585000     369167000     1659628527
#> 454                 534459000    2297113000     1661699423
#> 455                 230000000    6269000000     1659107843
#> 456                 393000000   12112000000     1659107836
#> 457                 420000000   24766000000     1661526595
#> 458                 343000000    2771000000     1659628547
#> 459                         0   80332000000     1660238113
#> 460                  31773000    3323407000     1660652299
#> 461                 233000000   51641000000     1659715836
#> 462                  32915000    1022938000     1660493413
#> 463                  46100000     351900000     1659715860
#> 464                 125900000     746300000     1660135668
#> 465                7496000000   33789000000     1661699452
#> 466                 215300000    2196200000     1660493395
#> 467                1155251000    2261595000     1660493363
#> 468                 981100000    4116800000     1661699448
#> 469                  11782000     662623000     1659628586
#> 470                 602000000    7275000000     1661699427
#> 471                  31902000     453494000     1660064039
#> 472                 134400000    1954300000     1660493384
#> 473                 259000000    2048000000     1660493432
#> 474                7019000000   32597000000     1657292588
#> 475               29404000000  141569000000     1655132637
#> 476                3538000000    9827000000     1661699462
#> 477                 487000000    5027000000     1659628656
#> 478                 161877000     714319000     1660323383
#> 479                         0    2127900000     1660323402
#> 480                1606000000   18386000000     1660064144
#> 481                  36554000    1472536000     1660750657
#> 482                  81500000     771300000     1659715934
#> 483                 266000000    4528000000     1661699471
#> 484                 591800000    5519700000     1660493496
#> 485                 125000000    2973000000     1659889735
#> 486                 461000000    5097000000     1659540930
#> 487                 160000000    2490000000     1660064154
#> 488                         0    2031000000     1659715944
#> 489                 907000000    3837000000     1659887640
#> 490                 200378000     908832000     1660750696
#> 491                         0    3424000000     1659715962
#> 492                 314000000    1364000000     1660135863
#> 493                 254000000    1636000000     1660652358
#> 494                 248000000    1468000000     1660135891
#> 495                 695200000    1781800000     1660135887
#> 496                  45000000     780000000     1660323580
#> 497                 529000000    2052000000     1660323584
#>     market_capitalization 52_week_high 52_week_low
#> 1            7.355865e+10       189.94      124.32
#> 2            9.434225e+09        85.63       51.67
#> 3            1.784493e+11       140.91      100.79
#> 4            2.410800e+11       172.81      101.41
#> 5            1.177693e+10       379.30      219.85
#> 6            1.980145e+11       413.58      261.77
#> 7            6.151277e+10        86.39       56.07
#> 8            5.020389e+10        97.97       57.28
#> 9            1.783174e+11       699.54      338.00
#> 10           1.040787e+11       261.59      190.40
#> 11           1.043593e+10       240.67      164.00
#> 12           1.711914e+10        26.37       18.49
#> 13           3.846476e+10        66.29       49.98
#> 14           3.879322e+10       178.51      112.32
#> 15           5.816235e+10       310.73      213.42
#> 16           1.463042e+10       123.25       85.90
#> 17           5.660262e+09        63.76       38.19
#> 18           3.375182e+10       298.17      169.31
#> 19           2.578059e+10       221.85      128.94
#> 20           1.971841e+10       737.45      225.86
#> 21           8.578263e+09       146.77       93.05
#> 22           1.562518e+10        64.62       52.92
#> 23           3.380046e+10       143.55      104.70
#> 24           6.620400e+11       151.55      101.88
#> 25           8.262178e+10        55.96       40.24
#> 26           1.332023e+12       188.11      101.26
#> 27           1.849362e+10        13.61       10.57
#> 28           1.471938e+11       164.46       71.60
#> 29           2.449095e+10        98.57       78.73
#> 30           8.928883e+09        22.35       11.93
#> 31           5.230839e+10       105.48       78.20
#> 32           1.179428e+11       198.24      134.12
#> 33           4.030206e+10        65.33       48.40
#> 34           1.216066e+11       297.44      217.53
#> 35           2.746612e+10       187.29      128.91
#> 36           2.972821e+10       328.14      218.97
#> 37           3.029906e+10       166.17      112.62
#> 38           2.816008e+10       147.55      106.17
#> 39           1.287311e+11       255.99      193.88
#> 40           4.489168e+10        87.94       61.67
#> 41           8.161057e+10       189.41      138.50
#> 42           2.214243e+10       413.89      225.92
#> 43           1.311999e+10        51.76       18.22
#> 44           2.629496e+12       182.19      128.86
#> 45           8.499857e+10       166.23       82.46
#> 46           2.561652e+10       180.81       84.14
#> 47           3.743562e+10       148.57       85.18
#> 48           3.948007e+10       192.00      141.09
#> 49           8.595966e+09       192.59      142.45
#> 50           1.275557e+11        21.25       15.93
#> 51           1.622606e+10       121.50       84.24
#> 52           4.514265e+10       335.48      163.20
#> 53           4.215207e+10      2362.24     1503.30
#> 54           2.926941e+10       256.72      181.87
#> 55           1.533958e+10       227.63      151.62
#> 56           2.705082e+10        39.29       21.85
#> 57           1.813868e+10        97.77       54.77
#> 58           2.734392e+11        49.58       29.67
#> 59           8.424331e+09        80.89       25.62
#> 60           2.879142e+10        89.06       57.12
#> 61           7.236256e+10       276.35      227.14
#> 62           1.765126e+10        71.77       46.63
#> 63           1.669624e+10       138.07       64.29
#> 64           1.482848e+10       832.70      462.61
#> 65           1.328268e+10       542.13      317.80
#> 66           2.881800e+10       345.78      187.16
#> 67           1.019860e+11       955.44      575.60
#> 68           3.394034e+10        63.58       39.44
#> 69           9.769975e+10       233.94      113.02
#> 70           7.587705e+10      2715.66     1669.34
#> 71           8.992481e+09        49.89       32.28
#> 72           1.277544e+10       131.00       81.49
#> 73           5.792622e+10        47.50       34.98
#> 74           1.520088e+11        80.03       52.01
#> 75           2.103325e+11       673.21      463.91
#> 76           2.040944e+10       183.71      132.05
#> 77           1.838495e+10        73.76       52.83
#> 78           3.583153e+10        78.15       60.06
#> 79           1.428498e+10       121.23       84.00
#> 80           4.870230e+10       194.97      132.32
#> 81           9.500814e+09       119.81       35.10
#> 82           1.434933e+10       178.13      124.30
#> 83           1.523618e+10        51.63       38.80
#> 84           4.215086e+10       171.44       97.99
#> 85           1.842184e+10        71.45       44.62
#> 86           1.432494e+10       155.98       84.37
#> 87           1.100678e+10        27.39        8.10
#> 88           3.386532e+10        58.12       34.09
#> 89           1.786756e+10       142.64       86.34
#> 90           1.013163e+11       235.13      165.92
#> 91           1.276459e+10       134.00      103.36
#> 92           2.583182e+10       111.00       67.68
#> 93           2.427894e+10       206.88      151.74
#> 94           1.233983e+10       173.82      104.12
#> 95           5.140798e+10        98.53       59.67
#> 96           1.998672e+10        32.87       23.76
#> 97           9.368630e+09       130.37       43.23
#> 98           2.358248e+10       119.60       43.31
#> 99           1.041731e+10       460.21      203.37
#> 100          1.350871e+11        95.44       59.16
#> 101          6.840197e+10       825.62      407.75
#> 102          3.210702e+11       180.76       89.73
#> 103          4.519696e+10      1958.55     1196.28
#> 104          8.081779e+10       218.07      169.89
#> 105          2.072017e+10       104.68       79.86
#> 106          8.691845e+10       293.96      189.06
#> 107          1.605208e+10       142.38       93.41
#> 108          4.250102e+10       457.85      342.94
#> 109          1.900288e+11        63.47       40.82
#> 110          9.640941e+10        71.18       43.02
#> 111          1.846767e+10        55.39       33.97
#> 112          1.299938e+10       114.46       77.99
#> 113          1.782539e+10       182.75      119.54
#> 114          7.057473e+10       254.50      183.32
#> 115          1.995385e+10        72.78       56.91
#> 116          2.729273e+11        66.72       51.23
#> 117          3.350068e+10        92.74       63.01
#> 118          6.607066e+10        84.14       71.34
#> 119          1.620596e+11        60.88       36.57
#> 120          1.070367e+10       100.38       68.62
#> 121          1.676001e+10        36.32       29.51
#> 122          1.450216e+11       122.57       52.63
#> 123          3.493697e+10       101.57       69.01
#> 124          4.728381e+10       259.78      204.60
#> 125          2.641890e+10        83.23       41.86
#> 126          1.581922e+10       463.51      283.98
#> 127          2.908399e+10       161.12      102.21
#> 128          2.928182e+10        42.85       30.63
#> 129          4.510098e+10        63.87       40.28
#> 130          2.355766e+11       610.22      405.81
#> 131          2.456002e+10        36.36       15.53
#> 132          7.509334e+10       206.25      153.70
#> 133          6.986870e+10        38.51       27.60
#> 134          3.137079e+10       240.95      183.02
#> 135          1.313617e+11       110.04       79.99
#> 136          2.530013e+10       109.48       59.07
#> 137          2.039248e+11       332.88      233.47
#> 138          1.548957e+10       158.86      109.81
#> 139          8.093745e+09       133.88       74.97
#> 140          1.159521e+11       445.13      283.81
#> 141          2.095435e+10        46.27       28.10
#> 142          7.241327e+09        62.48       33.59
#> 143          4.764980e+10        78.10       25.92
#> 144          3.316923e+10       164.86       66.89
#> 145          2.322896e+10       159.44       70.98
#> 146          3.600358e+10       174.92      119.63
#> 147          2.805469e+10       131.11       87.52
#> 148          9.262737e+09        46.31       16.20
#> 149          2.079562e+11       187.58       90.23
#> 150          5.330711e+10       261.62      182.84
#> 151          3.106006e+10       177.19       84.26
#> 152          6.916433e+10        88.07       69.05
#> 153          1.400524e+10       564.32      320.22
#> 154          1.837288e+10       182.76      116.66
#> 155          3.911140e+10        71.12       48.27
#> 156          2.580956e+10       139.19      105.89
#> 157          8.371128e+10       114.23       92.99
#> 158          2.338446e+10        65.66       46.68
#> 159          2.896215e+10        83.90       52.27
#> 160          5.592903e+09        39.65       24.31
#> 161          1.167172e+10       127.54       84.95
#> 162          5.619216e+10       172.82      121.84
#> 163          2.446335e+10        80.65       40.52
#> 164          4.709732e+10       236.81      143.32
#> 165          2.642179e+10        72.57       53.28
#> 166          5.656361e+10       131.73       85.58
#> 167          3.674925e+10       147.16      109.09
#> 168          1.160355e+11       532.31      352.54
#> 169          2.998372e+11       334.24      217.13
#> 170          5.005946e+10       103.62       75.71
#> 171          3.909161e+10       308.88      113.40
#> 172          2.420064e+10       124.66       95.01
#> 173          7.300357e+10       144.88       61.54
#> 174          2.424176e+10       725.40      168.59
#> 175          2.412876e+10       298.96      169.25
#> 176          6.108777e+10       870.28      603.49
#> 177          2.859627e+10        93.51       66.90
#> 178          1.789617e+10       360.33      248.53
#> 179          9.469764e+10       372.50      224.83
#> 180          1.319898e+10       307.75       67.01
#> 181          1.075590e+10       304.51      242.82
#> 182          1.594719e+10        71.92       57.94
#> 183          3.173421e+10        94.63       77.07
#> 184          4.383692e+10        49.98       32.87
#> 185          1.572195e+10       217.72       88.70
#> 186          1.759906e+10       137.80       92.58
#> 187          2.773720e+10       224.95      156.70
#> 188          4.078866e+11       104.55       50.67
#> 189          9.540076e+09       249.00      142.43
#> 190          1.690550e+10       493.20      345.92
#> 191          2.928563e+10        63.63       45.39
#> 192          8.473514e+09       136.60       92.02
#> 193          5.670145e+10       265.90      191.85
#> 194          2.398232e+10        49.88       31.80
#> 195          2.680214e+10       221.79      133.14
#> 196          2.296438e+10        47.93       34.10
#> 197          5.659672e+10       128.44       84.18
#> 198          6.640804e+10       118.99       87.03
#> 199          1.660645e+10       282.02      200.78
#> 200          1.434928e+10       140.30       86.22
#> 201          6.086003e+10        25.32       10.51
#> 202          3.908697e+10        74.35       48.73
#> 203          2.302783e+10        79.61       52.47
#> 204          8.139211e+09       107.69       56.62
#> 205          1.819035e+10        44.69       31.33
#> 206          1.320148e+10        37.12       22.49
#> 207          4.600821e+10        51.76       24.80
#> 208          1.763660e+10       175.69       91.40
#> 209          2.332875e+10       369.00      221.39
#> 210          1.499261e+10       524.31      197.94
#> 211          6.378693e+10       252.20      185.53
#> 212          8.253755e+10       115.82       59.93
#> 213          4.546461e+10        78.54       54.99
#> 214          5.719926e+10        67.21       30.33
#> 215          2.212263e+10       161.45      114.05
#> 216          7.817252e+10        72.28       55.90
#> 217          9.622928e+09       108.15       84.72
#> 218          3.468139e+10       174.70      105.52
#> 219          1.148321e+11       421.44      277.84
#> 220          2.820597e+10        43.99       18.99
#> 221          2.139203e+10        77.31       61.59
#> 222          1.110806e+10       103.40       76.26
#> 223          5.883434e+10       278.15      164.47
#> 224          1.447697e+10        35.77       22.97
#> 225          9.989461e+09        92.68       70.25
#> 226          4.759583e+10       234.56      164.75
#> 227          3.857802e+10       131.03       65.53
#> 228          1.787879e+10        17.51       12.40
#> 229          3.595633e+10       167.61      108.29
#> 230          1.690401e+10        81.04       66.58
#> 231          3.051729e+11       415.46      264.51
#> 232          1.300630e+11       228.60      166.52
#> 233          2.789252e+10        54.81       39.63
#> 234          1.303964e+10        21.55       15.03
#> 235          1.522867e+10        38.99       27.36
#> 236          3.246160e+10        41.21       25.59
#> 237          6.159495e+10       504.99      349.97
#> 238          1.967153e+10        17.39       11.67
#> 239          9.435657e+09       243.46      172.54
#> 240          1.177567e+11       142.93      110.45
#> 241          1.550722e+10       238.20      171.62
#> 242          2.913047e+10       695.18      318.50
#> 243          6.176024e+10       246.76      173.52
#> 244          3.226363e+10       471.10      173.45
#> 245          1.589934e+10        84.86       61.91
#> 246          1.946961e+10        62.56       39.27
#> 247          1.369762e+11        54.86       33.35
#> 248          5.785069e+10       138.50       90.05
#> 249          1.542916e+10        55.07       39.64
#> 250          1.115995e+10        39.31       26.36
#> 251          2.912006e+10       152.98      104.66
#> 252          1.228982e+11       713.86      338.80
#> 253          7.538260e+10       369.69      186.83
#> 254          7.852267e+09        26.11       15.04
#> 255          4.097020e+10       285.61      194.67
#> 256          1.576877e+10        57.86       40.63
#> 257          1.895524e+10       217.18      153.58
#> 258          1.439612e+10       212.62      146.62
#> 259          1.627737e+10       149.81      113.72
#> 260          4.318954e+11       184.26      152.84
#> 261          3.761593e+10        80.73       45.52
#> 262          3.362781e+11       170.66      106.06
#> 263          9.481492e+09        38.14       26.20
#> 264          2.511735e+10        76.99       59.54
#> 265          5.468863e+10        41.31       31.95
#> 266          1.718544e+10        26.70       16.41
#> 267          3.006536e+10       209.08      127.93
#> 268          4.372884e+10       143.25      116.28
#> 269          1.343343e+10        26.33       18.52
#> 270          4.278449e+10        19.89       14.34
#> 271          5.093308e+10       452.79      281.84
#> 272          4.670151e+10        43.96       31.79
#> 273          3.461881e+10        62.19       37.50
#> 274          4.478812e+10       277.19      198.90
#> 275          2.124313e+10       315.37      211.81
#> 276          6.209794e+10       727.06      375.87
#> 277          1.160127e+10        83.29       49.38
#> 278          2.898444e+10        48.27       28.88
#> 279          1.327175e+10       110.72       80.49
#> 280          2.281085e+10       115.96       62.24
#> 281          8.097654e+09        75.83       44.83
#> 282          1.426571e+11       349.49      265.12
#> 283          2.111141e+10       127.75       79.50
#> 284          1.481431e+10        59.54       41.96
#> 285          1.143151e+11       479.99      319.37
#> 286          1.368581e+10        68.06       51.19
#> 287          1.247546e+11       260.77      169.16
#> 288          1.114025e+10        13.86        8.90
#> 289          2.833752e+10       111.05       78.42
#> 290          3.301640e+10       193.42      129.50
#> 291          1.851319e+10        33.12       10.88
#> 292          5.202643e+10       113.66       54.52
#> 293          9.219920e+09       482.82      244.89
#> 294          5.085395e+10       195.19      130.77
#> 295          8.329760e+10       182.45      141.81
#> 296          2.193643e+10       445.75      284.99
#> 297          1.150376e+10        69.97       46.03
#> 298          3.182420e+11       398.75      303.19
#> 299          1.637643e+10       182.00       57.17
#> 300          2.327638e+10       106.49       76.92
#> 301          1.890426e+11       268.16      216.48
#> 302          5.128159e+10       375.23      193.15
#> 303          1.189136e+11       132.55       86.29
#> 304          2.261206e+11        95.72       69.04
#> 305          4.617201e+11       384.33      154.25
#> 306          5.341137e+10        72.06       55.79
#> 307          2.817625e+10      1714.75     1082.78
#> 308          1.320037e+10        51.16       26.41
#> 309          3.644186e+10        88.93       37.69
#> 310          6.357425e+10        98.12       51.30
#> 311          1.999386e+12       347.40      241.00
#> 312          2.007250e+10       227.56      157.68
#> 313          5.437373e+10       464.85      115.61
#> 314          6.960123e+09       204.11      109.52
#> 315          1.966743e+10       361.25      249.57
#> 316          1.169081e+10        60.12       41.53
#> 317          8.597561e+10        68.69       56.68
#> 318          2.230057e+10       577.36      348.02
#> 319          4.697184e+10        99.81       71.78
#> 320          5.374898e+10       404.50      250.46
#> 321          1.490377e+11       107.77       71.37
#> 322          2.236033e+10        79.09       30.37
#> 323          4.154319e+10       271.61      195.18
#> 324          3.674315e+10       675.08      374.48
#> 325          1.740164e+10       212.85      139.76
#> 326          1.647131e+10        95.45       60.78
#> 327          9.864399e+10       700.99      162.71
#> 328          8.090016e+09        25.91       17.40
#> 329          3.430287e+10        85.67       42.88
#> 330          1.015816e+10        25.74       14.95
#> 331          1.725157e+11        92.69       66.84
#> 332          1.001779e+10        27.90       15.89
#> 333          1.699812e+11       177.93       99.53
#> 334          1.225166e+10        32.07       22.89
#> 335          1.339047e+10       269.72      194.37
#> 336          6.425566e+10       295.01      215.93
#> 337          1.988007e+10       133.41       89.68
#> 338          7.505509e+10       496.75      341.05
#> 339          1.297001e+10        30.46       21.44
#> 340          2.948428e+09        29.45       10.31
#> 341          9.810339e+09        47.37       33.75
#> 342          3.678347e+10       187.03       87.80
#> 343          4.065000e+11       346.30      140.55
#> 344          1.386923e+10      5982.45     3576.01
#> 345          4.414805e+10       236.97      140.33
#> 346          4.424619e+10       750.88      562.90
#> 347          6.893040e+10        76.10       24.28
#> 348          3.192821e+10       373.22      231.31
#> 349          1.402149e+10        89.87       61.31
#> 350          3.101106e+10        76.78       41.88
#> 351          2.897455e+10        72.87       48.70
#> 352          1.989367e+11       105.06       63.48
#> 353          7.551053e+09        38.81       27.80
#> 354          3.161402e+10        91.60       66.73
#> 355          3.128106e+10        96.47       75.49
#> 356          1.302423e+10       167.03      122.87
#> 357          1.629026e+10        41.59       23.15
#> 358          3.546491e+10       335.65      229.39
#> 359          4.635601e+10       140.14      104.03
#> 360          2.164550e+10       558.97      255.82
#> 361          1.072053e+11       296.70       67.58
#> 362          5.102542e+09        86.40       26.46
#> 363          7.594759e+09        79.19       43.41
#> 364          2.415388e+11       181.07      146.49
#> 365          1.736463e+10       202.89      130.58
#> 366          2.627703e+11        60.28       39.64
#> 367          1.496683e+11       109.60       82.33
#> 368          4.434329e+10       110.07       60.50
#> 369          8.582272e+09        78.67       59.83
#> 370          6.227540e+10       288.46      134.32
#> 371          6.651801e+10       222.93      146.39
#> 372          1.396559e+10       578.19      323.26
#> 373          2.961907e+10       174.97      106.54
#> 374          2.193094e+10        30.99       24.85
#> 375          1.909407e+10        79.99       59.30
#> 376          3.400096e+11       163.84      128.66
#> 377          7.320799e+10       128.58       87.81
#> 378          9.502752e+10       173.29      105.70
#> 379          3.664944e+10       120.07       88.69
#> 380          3.326898e+10        75.02       57.58
#> 381          1.346047e+10       136.00       96.55
#> 382          6.047323e+10       402.58      275.92
#> 383          9.500690e+09        57.71       35.03
#> 384          4.287483e+09       125.25       54.57
#> 385          9.876625e+09       192.92       90.16
#> 386          2.068541e+10       149.33       93.81
#> 387          1.554007e+11       191.77      118.23
#> 388          1.482066e+10       173.31      125.15
#> 389          6.878757e+09       134.10       85.83
#> 390          2.304579e+10       116.57       84.35
#> 391          1.380836e+11       104.78       77.64
#> 392          4.205774e+10        75.11       61.85
#> 393          1.083297e+10        77.19       55.78
#> 394          6.390464e+10       747.42      538.01
#> 395          2.052869e+10        25.18       18.01
#> 396          4.570923e+10       148.26      112.79
#> 397          3.238188e+10       299.13      189.05
#> 398          8.521093e+09       124.01       72.70
#> 399          2.734433e+10       350.06      189.24
#> 400          1.695133e+10        39.64       28.25
#> 401          4.344593e+10       502.91      368.94
#> 402          3.053458e+10       122.15       69.24
#> 403          1.078900e+10        98.27       31.09
#> 404          1.214140e+11       481.01      311.16
#> 405          1.652300e+11       311.75      154.55
#> 406          3.563006e+10       388.62      284.55
#> 407          5.575519e+10        49.83       26.25
#> 408          1.557767e+10       115.65       67.36
#> 409          7.898903e+09        70.50       53.99
#> 410          5.234524e+10       171.93      116.77
#> 411          8.982738e+10       707.60      406.47
#> 412          6.108945e+10       351.67      213.71
#> 413          1.098299e+10       372.07      164.85
#> 414          3.432283e+10       164.67       93.06
#> 415          1.642963e+10       183.35       88.23
#> 416          1.508745e+10       144.90      115.10
#> 417          1.173225e+10       233.47      188.91
#> 418          1.594766e+10       389.71      200.86
#> 419          8.312670e+10        80.57       59.12
#> 420          2.226843e+10        56.33       34.36
#> 421          1.331377e+10       196.01       90.04
#> 422          9.645044e+10       118.13       68.00
#> 423          2.541353e+10       103.29       58.80
#> 424          2.010194e+10       255.43      192.40
#> 425          7.827789e+10       278.73      188.84
#> 426          2.425683e+10       763.22      355.37
#> 427          1.621119e+10        51.32       27.02
#> 428          5.428353e+10       391.17      255.02
#> 429          4.260746e+10        91.00       66.88
#> 430          1.793530e+11       148.04      101.51
#> 431          2.124806e+10       195.83      101.85
#> 432          8.527078e+09        46.12       26.20
#> 433          7.447892e+10       264.16      136.31
#> 434          4.054599e+10       164.38      106.68
#> 435          1.798196e+10       493.97      344.66
#> 436          1.051335e+10       404.03      223.07
#> 437          1.413544e+10       168.57       82.97
#> 438          3.009071e+11       414.50      206.86
#> 439          1.548643e+11       197.05      143.51
#> 440          1.366917e+10        79.40       57.11
#> 441          2.208554e+11       671.57      497.83
#> 442          7.368418e+10        76.30       53.44
#> 443          2.120768e+10       239.21      165.74
#> 444          3.604827e+10       202.35      120.64
#> 445          3.422315e+10       667.08      486.25
#> 446          3.959332e+10       186.99      143.05
#> 447          1.634539e+10        96.49       55.35
#> 448          6.391890e+10        67.05       44.22
#> 449          3.096186e+10        68.41       31.30
#> 450          1.572861e+10       557.55      300.85
#> 451          2.851549e+10       100.22       73.65
#> 452          6.907410e+10        62.44       43.75
#> 453          1.506344e+10        59.79       41.65
#> 454          2.107611e+10       438.63      330.80
#> 455          1.444232e+11       277.30      192.66
#> 456          1.194905e+10        54.52       30.54
#> 457          1.719551e+11       228.35      164.11
#> 458          2.144492e+10       414.99      230.54
#> 459          4.950513e+11       553.13      379.39
#> 460          8.622839e+09       158.28       98.63
#> 461          4.801711e+10       145.53       59.38
#> 462          1.930613e+10        63.01       44.33
#> 463          2.011668e+10       257.03      155.25
#> 464          2.980513e+10       230.44      156.05
#> 465          1.816377e+11        54.82       43.22
#> 466          7.223951e+10       305.95      176.36
#> 467          1.599043e+10        76.86       41.13
#> 468          1.198030e+10        15.14        9.34
#> 469          3.239846e+10        35.69       25.58
#> 470          4.471696e+11       235.29      185.58
#> 471          5.187515e+09        45.72       27.04
#> 472          2.247488e+10       212.18      137.23
#> 473          1.651865e+10        99.71       78.14
#> 474          3.111324e+10        53.19       36.00
#> 475          3.607353e+11       159.49      116.76
#> 476          3.194712e+10        31.55       12.69
#> 477          7.089121e+10       175.98      137.43
#> 478          1.801128e+10       428.22      288.32
#> 479          3.305438e+10       108.20       84.42
#> 480          1.667804e+11        59.56       36.29
#> 481          3.510533e+10        97.98       75.97
#> 482          2.249356e+10       474.62      275.72
#> 483          1.430627e+10        69.36       41.63
#> 484          1.050500e+10        54.19       38.05
#> 485          2.619234e+10        42.66       31.89
#> 486          8.684769e+09       238.24      144.38
#> 487          4.268511e+10        37.54       23.05
#> 488          2.285194e+10       248.86      187.12
#> 489          2.880531e+10       588.62      385.90
#> 490          7.088767e+09       107.44       50.20
#> 491          4.098606e+10        77.53       59.89
#> 492          1.675150e+10       137.52       72.08
#> 493          3.191428e+10       137.84      107.48
#> 494          1.595959e+10       615.00      283.72
#> 495          2.255770e+10       152.88      100.39
#> 496          8.492604e+09        74.02       47.59
#> 497          7.485068e+10       247.98      153.90
#>     52_week_high_split_adjust_only 52_week_low_split_adjust_only 52_week_change
#> 1                           197.29                        125.60  -0.3122762994
#> 2                            86.74                         51.91  -0.1787576091
#> 3                           142.60                        101.24  -0.1691026880
#> 4                           175.91                        105.56   0.1869495614
#> 5                           379.30                        219.85  -0.2800602460
#> 6                           417.37                        261.77  -0.1010172771
#> 7                            86.90                         56.40  -0.0404293722
#> 8                            98.88                         58.44   0.5086304917
#> 9                           699.54                        338.00  -0.4213995019
#> 10                          261.59                        192.26   0.2213287850
#> 11                          244.55                        164.00  -0.1267124666
#> 12                           26.52                         18.62   0.0893959229
#> 13                           67.20                         51.28   0.0938496788
#> 14                          179.57                        112.52  -0.2483839996
#> 15                          316.39                        216.24   0.0002055870
#> 16                          123.25                         85.90  -0.1796791444
#> 17                           63.76                         38.19  -0.2289591206
#> 18                          298.17                        169.93   0.2261214590
#> 19                          224.95                        130.00  -0.2094418660
#> 20                          737.45                        225.86  -0.6403077581
#> 21                          148.70                         93.05  -0.3007098161
#> 22                           65.37                         54.20   0.0533580758
#> 23                          144.46                        106.11  -0.0663221155
#> 24                          151.55                        101.88  -0.2337712841
#> 25                           57.05                         41.00  -0.0030659850
#> 26                          188.11                        101.26  -0.2193167604
#> 27                           13.61                         10.66  -0.0092059288
#> 28                          164.46                         71.60  -0.1815080790
#> 29                           99.20                         80.27   0.0979922461
#> 30                           22.35                         11.93  -0.3204747774
#> 31                          105.48                         80.22   0.1794223124
#> 32                          199.55                        134.12  -0.0563949621
#> 33                           65.73                         48.40  -0.0137094388
#> 34                          303.72                        220.00  -0.0658457335
#> 35                          189.65                        129.45  -0.1484745075
#> 36                          332.37                        219.99   0.0108243235
#> 37                          167.19                        113.68   0.2354077547
#> 38                          148.07                        106.17  -0.0977956823
#> 39                          258.45                        198.64   0.1160020739
#> 40                           88.45                         61.67  -0.0066377709
#> 41                          191.95                        138.50  -0.0341166767
#> 42                          413.89                        225.92  -0.3032984494
#> 43                           51.95                         18.45   1.1711525264
#> 44                          182.94                        129.04   0.1072462984
#> 45                          167.06                         82.67  -0.2716576791
#> 46                          180.81                         84.14  -0.3954990090
#> 47                          148.57                         85.18   0.3198519552
#> 48                          192.00                        142.53   0.3223217349
#> 49                          194.12                        144.18  -0.0345390589
#> 50                           21.53                         16.71  -0.0708231188
#> 51                          122.96                         85.80   0.2131411245
#> 52                          335.48                        163.20  -0.3417500950
#> 53                         2362.24                       1503.30   0.3968575838
#> 54                          259.05                        183.35  -0.0460991324
#> 55                          229.24                        151.62  -0.1567905872
#> 56                           39.78                         22.30   0.1629718314
#> 57                           98.09                         54.77  -0.3845402395
#> 58                           50.11                         29.67  -0.1824899583
#> 59                           82.00                         25.75  -0.4541698283
#> 60                           89.70                         57.12  -0.2158116082
#> 61                          277.29                        229.47   0.0603602542
#> 62                           72.32                         47.13   0.3274203877
#> 63                          141.97                         64.29  -0.3470009599
#> 64                          832.70                        462.61  -0.3749700281
#> 65                          543.85                        318.07  -0.3135213634
#> 66                          345.78                        187.16  -0.4213409482
#> 67                          973.16                        575.60  -0.2753585151
#> 68                           64.63                         39.78  -0.2342976322
#> 69                          233.94                        113.02  -0.2580383315
#> 70                         2715.66                       1669.34  -0.1711191210
#> 71                           50.09                         32.28  -0.1165555672
#> 72                          133.11                         81.49  -0.2532500252
#> 73                           47.50                         34.98  -0.0955357143
#> 74                           80.59                         53.22   0.1027019994
#> 75                          677.76                        463.91   0.0719123405
#> 76                          185.40                        132.40   0.0309388304
#> 77                           74.00                         52.91   0.1266196564
#> 78                           78.15                         60.23   0.1061801518
#> 79                          121.23                         85.80   0.3054055859
#> 80                          194.97                        132.32   0.0945405306
#> 81                          119.81                         35.10  -0.5749232540
#> 82                          180.37                        125.17  -0.0608980102
#> 83                           51.94                         39.76   0.2656394738
#> 84                          174.65                         98.54  -0.3636224036
#> 85                           71.45                         45.85   0.3555624180
#> 86                          155.98                         84.37  -0.2890433684
#> 87                           27.39                          8.10  -0.5905544148
#> 88                           58.89                         34.12  -0.3008681813
#> 89                          142.64                         86.34  -0.2321909896
#> 90                          237.90                        167.08  -0.0781227559
#> 91                          135.65                        103.82  -0.0247282245
#> 92                          111.00                         67.68  -0.1588579795
#> 93                          208.71                        152.15  -0.0878953371
#> 94                          176.50                        104.74  -0.2753826049
#> 95                           98.53                         59.67   0.4057517974
#> 96                           33.00                         24.33   0.2689138098
#> 97                          130.37                         43.23  -0.4473137698
#> 98                          119.60                         44.04   1.6604473418
#> 99                          460.21                        203.37  -0.5310589582
#> 100                          96.24                         59.35  -0.0420056981
#> 101                         825.62                        407.75  -0.4725216185
#> 102                         182.40                         93.31   0.7228146158
#> 103                        1958.55                       1196.28  -0.1516923317
#> 104                         218.99                        171.96   0.0558611726
#> 105                         105.28                         80.34   0.0429058560
#> 106                         293.96                        191.74   0.3713196960
#> 107                         143.22                         93.41  -0.1714239461
#> 108                         461.44                        343.86   0.0830997044
#> 109                          64.29                         40.82  -0.2072088881
#> 110                          73.72                         43.44  -0.2936051255
#> 111                          57.00                         34.35  -0.1359238611
#> 112                         115.00                         78.07   0.0149272066
#> 113                         186.86                        120.50  -0.0958714817
#> 114                         256.94                        185.79   0.0003484789
#> 115                          73.76                         58.51   0.1018418514
#> 116                          67.20                         52.28   0.1686690765
#> 117                          93.47                         63.26  -0.1507369687
#> 118                          85.61                         72.20   0.0470546713
#> 119                          61.80                         36.57  -0.3711207722
#> 120                         102.09                         70.37   0.1197343950
#> 121                          36.97                         30.06   0.0958551500
#> 122                         124.08                         54.27   1.0432635358
#> 123                         101.57                         71.52   0.3499664324
#> 124                         261.52                        207.35   0.2017774283
#> 125                          83.23                         42.18   0.5363298386
#> 126                         463.59                        284.01  -0.3357948290
#> 127                         161.12                        102.21  -0.1527970091
#> 128                          43.47                         30.63  -0.1270337292
#> 129                          64.03                         40.72   0.4258389845
#> 130                         612.27                        406.51   0.1886086493
#> 131                          36.55                         15.53   0.9750479846
#> 132                         209.87                        153.70  -0.0625609854
#> 133                          38.63                         27.60  -0.0131678431
#> 134                         247.48                        184.28  -0.0489656593
#> 135                         111.25                         81.78   0.2220188102
#> 136                         110.45                         59.25  -0.2407249247
#> 137                         333.96                        233.71  -0.1186539579
#> 138                         164.28                        110.96  -0.1557969130
#> 139                         133.88                         74.97  -0.3222995184
#> 140                         446.76                        283.81   0.0120022215
#> 141                          46.27                         28.10  -0.2129094412
#> 142                          63.10                         33.59  -0.4533359357
#> 143                          79.40                         27.40   1.5589630520
#> 144                         164.86                         66.89  -0.3509631081
#> 145                         162.24                         73.26   0.8033241594
#> 146                         178.22                        119.63  -0.1913603956
#> 147                         133.73                         88.02  -0.2152463798
#> 148                          46.31                         16.20  -0.5918887601
#> 149                         187.58                         90.23  -0.3667702898
#> 150                         262.21                        183.25   0.0580683984
#> 151                         177.19                         84.26   0.5260204643
#> 152                          88.78                         70.37   0.0985276714
#> 153                         567.57                        321.15  -0.2303884933
#> 154                         184.05                        116.66  -0.2574818896
#> 155                          71.86                         48.27  -0.1283736310
#> 156                         140.23                        108.22   0.1364780271
#> 157                         116.33                         95.48   0.0788397388
#> 158                          66.22                         47.12   0.2192478160
#> 159                          85.16                         52.57  -0.2160350791
#> 160                          39.65                         24.31  -0.3485943775
#> 161                         129.48                         84.95  -0.1521227709
#> 162                         175.72                        122.50  -0.1526426462
#> 163                          81.19                         40.52  -0.4119464796
#> 164                         238.93                        143.82  -0.2573155052
#> 165                          73.32                         54.98   0.2571824739
#> 166                         131.73                         85.58  -0.2160838560
#> 167                         147.76                        109.24  -0.0704919704
#> 168                         533.68                        355.43   0.3119918026
#> 169                         335.33                        220.20   0.2320262803
#> 170                         105.99                         76.16  -0.1734270363
#> 171                         308.88                        113.40   0.6491799531
#> 172                         126.82                         98.50   0.1042764840
#> 173                         147.99                         66.05   0.9201955803
#> 174                         725.40                        168.59  -0.3282943888
#> 175                         300.11                        169.25  -0.2563949357
#> 176                         885.26                        606.12  -0.1727963280
#> 177                          94.32                         67.48  -0.0602570172
#> 178                         363.36                        250.62  -0.1197885186
#> 179                         374.20                        225.39  -0.2255233071
#> 180                         307.75                         67.01  -0.5045152091
#> 181                         308.20                        248.63   0.0430811789
#> 182                          73.13                         59.34   0.0529602003
#> 183                          94.63                         77.07   0.0157462852
#> 184                          50.71                         33.87   0.3161341980
#> 185                         217.72                         88.70  -0.2952841761
#> 186                         137.80                         92.58  -0.1539516129
#> 187                         228.84                        156.70   0.1631530979
#> 188                         105.57                         52.96   0.8342554276
#> 189                         249.00                        142.43  -0.2208493457
#> 190                         495.40                        345.92   0.1919908030
#> 191                          64.75                         45.68  -0.0638788774
#> 192                         137.87                         92.02  -0.2227212105
#> 193                         268.98                        192.82  -0.1739082855
#> 194                          50.64                         31.80  -0.0882886173
#> 195                         222.86                        133.37  -0.2285077395
#> 196                          48.85                         35.32   0.0824743656
#> 197                         130.55                         85.00  -0.2641089267
#> 198                         118.99                         87.03  -0.1196371036
#> 199                         282.02                        200.78  -0.1545218454
#> 200                         140.99                         87.42   0.2474690898
#> 201                          25.87                         10.61   0.1891166121
#> 202                          74.35                         48.73  -0.2158134531
#> 203                          79.87                         52.47  -0.1223337192
#> 204                         109.23                         56.86  -0.3725063258
#> 205                          44.95                         31.33  -0.0682257920
#> 206                          38.27                         22.61  -0.1633503885
#> 207                          51.99                         24.80  -0.1125557237
#> 208                         178.81                         91.40  -0.4707524922
#> 209                         369.00                        221.39  -0.0417478882
#> 210                         524.31                        197.94  -0.4626524216
#> 211                         254.99                        188.64   0.1912328458
#> 212                         116.17                         59.93  -0.2878471355
#> 213                          78.54                         56.67   0.3625067840
#> 214                          67.21                         30.33  -0.2122489960
#> 215                         161.45                        115.63   0.2994360139
#> 216                          74.12                         57.17  -0.0845240978
#> 217                         108.61                         85.25   0.0273096263
#> 218                         175.73                        105.52  -0.2320500208
#> 219                         426.16                        277.84  -0.1855380219
#> 220                          43.99                         19.09   0.5251452811
#> 221                          78.17                         61.59  -0.0130627555
#> 222                         105.73                         76.94  -0.1570016338
#> 223                         279.02                        164.47  -0.1786738897
#> 224                          36.85                         23.23  -0.2144749747
#> 225                          92.68                         70.25  -0.0244583278
#> 226                         234.56                        167.80   0.3261059679
#> 227                         131.44                         66.20   0.8083865013
#> 228                          17.76                         12.40  -0.0790812229
#> 229                         167.99                        108.41   0.0300035986
#> 230                          81.04                         66.58  -0.1449677990
#> 231                         420.61                        264.51  -0.0581302068
#> 232                         233.19                        167.35  -0.1479596002
#> 233                          55.11                         40.48   0.1616298294
#> 234                          21.63                         15.10   0.1166754417
#> 235                          38.99                         27.41   0.1206588227
#> 236                          41.47                         26.11   0.1075279440
#> 237                         504.99                        351.20   0.2076481987
#> 238                          17.79                         11.67  -0.0905090216
#> 239                         243.46                        175.50   0.1679672376
#> 240                         146.00                        114.56  -0.0170119213
#> 241                         240.33                        172.19  -0.0774690701
#> 242                         695.18                        318.50  -0.4764092358
#> 243                         249.81                        173.52  -0.1150611299
#> 244                         471.10                        173.45  -0.5579448104
#> 245                          84.86                         61.91  -0.0554968288
#> 246                          62.64                         39.28  -0.0847978652
#> 247                          56.28                         33.35  -0.3605581698
#> 248                         139.79                         90.05  -0.1145351630
#> 249                          57.29                         40.21  -0.2227294197
#> 250                          39.98                         26.36  -0.1998811316
#> 251                         155.00                        105.38  -0.2331974097
#> 252                         716.86                        339.36  -0.2032420370
#> 253                         369.69                        186.83  -0.3890422385
#> 254                          27.03                         15.20  -0.3045622489
#> 255                         285.61                        194.67  -0.1536505490
#> 256                          58.61                         41.67   0.2315254168
#> 257                         218.18                        153.92   0.0252324306
#> 258                         212.62                        147.50   0.1349535460
#> 259                         150.32                        114.11  -0.0555882140
#> 260                         186.69                        155.72  -0.0250274799
#> 261                          81.77                         45.52  -0.2538883606
#> 262                         172.96                        106.06  -0.2829642895
#> 263                          38.14                         26.20   0.0159847343
#> 264                          76.99                         59.54   0.1992354772
#> 265                          41.31                         32.44   0.1223024928
#> 266                          27.17                         16.41  -0.0863165618
#> 267                         209.08                        127.93  -0.0587572531
#> 268                         145.79                        117.32  -0.0169095803
#> 269                          26.57                         18.52   0.0229215430
#> 270                          20.20                         15.01   0.2174169477
#> 271                         457.12                        282.83   0.0601056092
#> 272                          44.87                         32.78   0.1049163122
#> 273                          62.78                         38.22   0.0838517735
#> 274                         279.71                        200.71   0.0263768232
#> 275                         317.17                        212.40  -0.2331017847
#> 276                         731.85                        375.87  -0.2479872116
#> 277                          83.29                         49.71   0.2493692790
#> 278                          48.27                         28.88  -0.1361876566
#> 279                         111.12                         81.07   0.0045327992
#> 280                         117.54                         62.54  -0.2437572077
#> 281                          77.57                         44.89  -0.3072313282
#> 282                         352.18                        265.12  -0.0767501994
#> 283                         127.75                         79.50   0.0563866513
#> 284                          60.43                         42.36   0.0573731162
#> 285                         479.99                        324.23   0.2178672507
#> 286                          68.20                         51.35   0.0079446624
#> 287                         263.31                        170.12  -0.0107571972
#> 288                          14.50                          9.31  -0.0601635106
#> 289                         117.22                         82.14  -0.0937069649
#> 290                         193.42                        131.42   0.3239534710
#> 291                          33.24                         11.02   1.2070920550
#> 292                         114.35                         56.08   0.7882636841
#> 293                         487.08                        244.89  -0.4902471661
#> 294                         195.90                        131.01   0.1561687420
#> 295                         183.14                        142.80   0.0762129444
#> 296                         446.46                        284.99  -0.0805911255
#> 297                          71.06                         46.27  -0.1613866302
#> 298                         399.92                        303.65  -0.0616807267
#> 299                         182.00                         57.17  -0.5895744681
#> 300                         107.35                         77.85   0.0327868070
#> 301                         271.15                        217.68   0.1061313556
#> 302                         375.23                        193.89   0.7849674314
#> 303                         135.89                         86.70  -0.3148486239
#> 304                          95.72                         70.89   0.2119747340
#> 305                         384.33                        154.25  -0.5658427931
#> 306                          73.18                         57.05   0.0780874781
#> 307                        1714.75                       1082.78  -0.2003691852
#> 308                          51.17                         26.41  -0.2246415295
#> 309                          90.00                         38.25   0.6800215988
#> 310                          98.45                         51.40  -0.2166984717
#> 311                         349.67                        241.51  -0.0980406802
#> 312                         231.63                        158.85  -0.0596862376
#> 313                         464.85                        115.61  -0.6423525718
#> 314                         204.11                        109.52  -0.4620672723
#> 315                         361.25                        249.57   0.2596189626
#> 316                          60.12                         42.46   0.1593098803
#> 317                          69.47                         57.63   0.0366573131
#> 318                         580.00                        348.02  -0.0314664681
#> 319                          99.81                         71.78  -0.0840439741
#> 320                         407.94                        251.01  -0.2181995021
#> 321                         109.73                         72.05  -0.1501430297
#> 322                          79.28                         30.58   0.9091684593
#> 323                         273.65                        195.18   0.0365112248
#> 324                         679.85                        376.41  -0.2687603066
#> 325                         214.96                        140.31  -0.0470837056
#> 326                          96.82                         61.26  -0.1170258755
#> 327                         700.99                        162.71  -0.6005152795
#> 328                          26.45                         17.40  -0.2029502251
#> 329                          86.37                         42.88  -0.2311619559
#> 330                          25.87                         14.95  -0.2298746493
#> 331                          93.73                         67.22   0.0723710409
#> 332                          27.90                         16.02   0.2985801444
#> 333                         179.10                         99.53  -0.3496149826
#> 334                          32.59                         23.65   0.2565261922
#> 335                         272.28                        194.89   0.0064137643
#> 336                         299.20                        217.00  -0.0124795511
#> 337                         135.15                         89.68  -0.1918555302
#> 338                         497.20                        344.89   0.3446695092
#> 339                          30.92                         21.55  -0.1353533815
#> 340                          29.45                         10.31  -0.4755351682
#> 341                          47.82                         34.70  -0.0407453308
#> 342                         187.90                         88.50   0.1916170407
#> 343                         346.47                        140.55  -0.2811861754
#> 344                        5982.45                       3576.01  -0.1779007524
#> 345                         239.91                        140.33  -0.2466148755
#> 346                         750.88                        562.90   0.1805679918
#> 347                          76.10                         24.39   1.8806874483
#> 348                         373.58                        231.31  -0.0120842860
#> 349                          91.61                         61.31  -0.0280716203
#> 350                          76.78                         41.88   0.5731868132
#> 351                          75.07                         51.70   0.2784188932
#> 352                         106.34                         63.76  -0.1514306890
#> 353                          39.48                         28.50  -0.1034328647
#> 354                          92.84                         66.97  -0.1712704139
#> 355                          97.56                         77.00   0.1296278393
#> 356                         168.50                        124.78  -0.0547456950
#> 357                          42.17                         23.15  -0.3825216427
#> 358                         340.00                        230.44  -0.0783948321
#> 359                         141.92                        106.55   0.1534634801
#> 360                         558.97                        255.82  -0.2560346606
#> 361                         296.70                         67.58  -0.6669421191
#> 362                          86.40                         26.46  -0.6148875060
#> 363                          80.10                         43.60  -0.3892867297
#> 364                         181.07                        149.48   0.1607065297
#> 365                         203.16                        130.65  -0.2465872709
#> 366                          61.71                         40.94   0.0375646262
#> 367                         112.48                         85.64  -0.0041813040
#> 368                         111.28                         63.19   0.3259589036
#> 369                          80.51                         62.78   0.0303989403
#> 370                         288.46                        143.63   0.8333462737
#> 371                         228.14                        146.39  -0.1413316533
#> 372                         582.27                        324.14  -0.2601910647
#> 373                         177.32                        107.06  -0.2078725054
#> 374                          30.99                         24.98   0.0658623503
#> 375                          80.36                         60.97   0.1672766389
#> 376                         165.35                        129.50   0.0237692321
#> 377                         128.58                         89.35   0.3077509004
#> 378                         174.54                        106.46  -0.0018035198
#> 379                         124.22                         89.73  -0.0402730721
#> 380                          75.61                         58.19   0.0644274692
#> 381                         136.00                         96.55  -0.1317623882
#> 382                         421.76                        292.32   0.1561260047
#> 383                          58.09                         35.03  -0.2429413132
#> 384                         125.42                         54.57  -0.4110786743
#> 385                         192.92                         90.16  -0.4982435904
#> 386                         149.33                         93.91   0.4025611311
#> 387                         193.58                        118.23  -0.0274777250
#> 388                         174.16                        125.33  -0.1398580055
#> 389                         135.99                         86.54  -0.1834893034
#> 390                         117.37                         84.86   0.1348600130
#> 391                         106.02                         79.00   0.1207368677
#> 392                          75.40                         62.29   0.0151392386
#> 393                          78.78                         55.78  -0.0404682698
#> 394                         747.42                        538.01  -0.1011774639
#> 395                          25.57                         18.01   0.0839961318
#> 396                         148.26                        113.57   0.1874940494
#> 397                         301.34                        189.40  -0.2235087084
#> 398                         125.77                         73.10  -0.2398042669
#> 399                         354.99                        190.08  -0.2506458150
#> 400                          40.11                         28.51  -0.0964668394
#> 401                         505.00                        369.51  -0.1389521870
#> 402                         123.36                         69.24  -0.2569436934
#> 403                          98.27                         31.09  -0.4919529186
#> 404                         484.21                        311.87  -0.1624402561
#> 405                         311.75                        154.55  -0.3800697858
#> 406                         391.15                        286.41  -0.0562298744
#> 407                          49.83                         26.44   0.3716122881
#> 408                         117.67                         67.36  -0.1072710393
#> 409                          70.72                         54.30  -0.0978244282
#> 410                         173.28                        119.56   0.3041646502
#> 411                         707.60                        406.47  -0.2968216319
#> 412                         354.15                        214.22  -0.2149984913
#> 413                         374.76                        165.36  -0.3052996121
#> 414                         171.12                         93.06  -0.1758112187
#> 415                         186.87                         88.76  -0.4310984689
#> 416                         146.74                        118.55   0.1801576155
#> 417                         235.36                        190.08  -0.0118900692
#> 418                         389.71                        200.86  -0.0113991416
#> 419                          80.57                         60.99   0.2318510689
#> 420                          56.33                         34.36  -0.2623820755
#> 421                         199.20                         90.04  -0.5263606810
#> 422                         120.76                         68.39  -0.2535179498
#> 423                         104.87                         58.80  -0.2460259032
#> 424                         255.93                        192.40  -0.0518190177
#> 425                         281.16                        188.84  -0.2345560592
#> 426                         763.22                        355.37  -0.2853363041
#> 427                          52.49                         27.22  -0.3374680055
#> 428                         391.17                        255.02   0.0698893945
#> 429                          91.53                         68.05   0.0665173738
#> 430                         148.04                        101.51   0.0335308571
#> 431                         195.83                        101.85  -0.2034618509
#> 432                          47.05                         26.39  -0.1492956120
#> 433                         268.98                        137.16  -0.3436344556
#> 434                         166.44                        107.12  -0.1571989780
#> 435                         493.97                        344.66  -0.1638519035
#> 436                         405.90                        223.07  -0.4199854776
#> 437                         168.91                         82.97  -0.2620403406
#> 438                         414.50                        206.86   0.2139985934
#> 439                         202.26                        144.46  -0.0868738589
#> 440                          79.45                         57.11  -0.1124577312
#> 441                         672.34                        497.83   0.0297831684
#> 442                          77.35                         53.69  -0.1309875016
#> 443                         241.54                        166.49   0.0093219381
#> 444                         204.23                        120.64  -0.2052106547
#> 445                         686.06                        500.08   0.0660709923
#> 446                         187.98                        145.40   0.0520302216
#> 447                          96.49                         55.35  -0.3104168843
#> 448                          68.95                         44.68  -0.1387845407
#> 449                          68.41                         31.30  -0.3621314835
#> 450                         557.55                        300.85  -0.2056198417
#> 451                         100.72                         74.43   0.0138253621
#> 452                          63.57                         43.75  -0.1751724970
#> 453                          61.06                         42.00  -0.0974943593
#> 454                         438.63                        330.80   0.0625984557
#> 455                         278.94                        195.68   0.0659475235
#> 456                          54.52                         30.54  -0.2334940264
#> 457                         233.72                        165.34   0.0585346853
#> 458                         414.99                        230.54  -0.1373796520
#> 459                         553.29                        383.12   0.2807398744
#> 460                         158.28                         98.63  -0.3500300099
#> 461                         146.81                         61.86   0.8919149663
#> 462                          64.02                         45.44  -0.0973295532
#> 463                         257.03                        155.25  -0.1264790832
#> 464                         231.57                        156.05  -0.0422443429
#> 465                          55.51                         43.22  -0.1711844301
#> 466                         305.95                        176.36   0.4089635854
#> 467                          78.91                         41.13  -0.4447584578
#> 468                          15.60                          9.45  -0.2853888049
#> 469                          35.69                         26.23   0.1587932567
#> 470                         236.96                        185.91  -0.1218878826
#> 471                          47.26                         27.04  -0.3152592143
#> 472                         213.65                        137.54  -0.0923255863
#> 473                         100.05                         78.26   0.0098934721
#> 474                          55.00                         36.00  -0.2247127130
#> 475                         160.77                        117.27  -0.0874773603
#> 476                          31.55                         12.69  -0.5346534653
#> 477                         175.98                        138.58   0.1301009718
#> 478                         428.22                        288.32  -0.2615441267
#> 479                         108.39                         86.84   0.1433253649
#> 480                          60.30                         36.54  -0.0988332175
#> 481                          99.43                         76.56  -0.1965739328
#> 482                         475.35                        275.89  -0.3193196737
#> 483                          69.36                         41.63  -0.2806767868
#> 484                          54.78                         38.28  -0.1894697929
#> 485                          43.04                         32.50   0.0531611206
#> 486                         245.44                        145.93  -0.2690955832
#> 487                          37.97                         23.98   0.5057081944
#> 488                         249.70                        187.89  -0.0458559404
#> 489                         588.62                        391.16   0.3282172512
#> 490                         107.44                         50.20  -0.3831766452
#> 491                          77.53                         61.16   0.1214178385
#> 492                         138.78                         72.08  -0.3047012130
#> 493                         139.85                        108.37  -0.1325317605
#> 494                         615.00                        283.72  -0.4758827131
#> 495                         153.76                        100.39  -0.2794569152
#> 496                          75.44                         47.92  -0.0117559717
#> 497                         249.27                        154.18  -0.2105113728
#>     shares_outstanding average_10_day_volume average_30_day_volume
#> 1            569603928              23237544               9422169
#> 2            128477403                521798                607200
#> 3           1751219743               4626805               3675205
#> 4           1768096495               4080242               4777345
#> 5             45625789                269585                242918
#> 6            664188290               1609794               1557214
#> 7            782306592               4055119               4538457
#> 8            560561569               2033288               2147706
#> 9            468000000               2336841               2219424
#> 10           415516984               1360276               1256498
#> 11            60118239               1316341                749864
#> 12           667933612               4906392               4712147
#> 13           631916478               2011283               2313060
#> 14           298708056               1193139               1373885
#> 15           221798982                778172                990118
#> 16           158957143               1107011               1323026
#> 17           126091824               1064383               1177459
#> 18           117128763               1133870               1326733
#> 19           163168293               1035410                894130
#> 20            78108185                697402                703139
#> 21            87838044                497112                614847
#> 22           250926232                931525               1335466
#> 23           270295588               1249373               1537741
#> 24          6000000000              21845611              21927616
#> 25          1800823383               6604705               6020479
#> 26         10187554818              43992062              50978508
#> 27          1489019556              10758298               8850589
#> 28          1614320900              60789804              80278331
#> 29           258370605               1227301               1292068
#> 30           649845927              24230758              25174753
#> 31           513733984               1843602               2163712
#> 32           749747789               2181569               2345518
#> 33           760416143               3568596               3810709
#> 34           465586908               1332717               1282305
#> 35           181786473                632284                604630
#> 36           108165522                424935                499870
#> 37           207258092                665451               1017351
#> 38           229578316                764882                932905
#> 39           534930850               2494938               2446022
#> 40           594828147               1247157               1513321
#> 41           514341531               3288236               3180026
#> 42            87068665                344976                445190
#> 43           326530252               8448825               7683714
#> 44         16070752000              62923483              63555685
#> 45           860309377               7264474               6730218
#> 46           270930925               1557024               2095836
#> 47           304280458               1557599               1948093
#> 48           210336000                898114                833198
#> 49            53209323                371868                454665
#> 50          7130000000              28825622              33253557
#> 51           139891918                700852               1097169
#> 52           217272205               1708666               1334538
#> 53            19487599                130950                130959
#> 54           139830922                578291                558648
#> 55            81256407                252114                359919
#> 56          1011754323               7736435               8398244
#> 57           314307448               2188554               3140306
#> 58          8035239025              33733728              34566976
#> 59           228735560               3437326               4138579
#> 60           503610722               3305660               3165655
#> 61           285195112                772715                866996
#> 62           265272980                897783               1049269
#> 63           225168407               2150925               2260816
#> 64            24633863                 90136                109661
#> 65            39212033                159946                194989
#> 66           145113047                767072                759774
#> 67           150768739                539499                636899
#> 68           808103223               2830713               2602217
#> 69           593811169               4765281               6453894
#> 70            39706248                314778                373728
#> 71           236831213               1657608               1575360
#> 72           156734680                930291               1020842
#> 73          1429571199               5854349               5456958
#> 74          2135255158               7917535               7891359
#> 75           403817700               1656605               1657095
#> 76           117302388                482645                506192
#> 77           282454269                761354                877439
#> 78           309878389                675458                791199
#> 79           123883299               1045363               1113108
#> 80           273870000               1307912               1593793
#> 81           214416918               2173473               3023462
#> 82           106528076                639843                724879
#> 83           300575616               1705493               1447832
#> 84           383817721               1946505               2184926
#> 85           272512364               1981429               3165107
#> 86           159165992               1027656                994396
#> 87           994616187              42551930              48447993
#> 88           841583456               4296526               4106334
#> 89           179213237                770308                861597
#> 90           527909143               2235010               2609742
#> 91           106062246                740996                654697
#> 92           321171475               1413995               1328481
#> 93           135115720                939196                910682
#> 94           108348653                926190                897701
#> 95           571580843               2948304               2446693
#> 96           629502911               2604235               3023453
#> 97           153057180                798041               1326306
#> 98           199260535               2543690               2174612
#> 99            50863307                522331                626696
#> 100         1817794131               4401891               7315709
#> 101          160654746               1034438               1080433
#> 102         1964813456               8603417               7731667
#> 103           27764647                162252                194551
#> 104          417641404               1138290               1342692
#> 105          242909366               1175298               1557077
#> 106          305116202               1457030               1903056
#> 107          159199453                463982                733211
#> 108          101188086                305505                318135
#> 109         4140964037              19259478              18953665
#> 110         1936709623              14408753              14371180
#> 111          495643401               3105834               3302156
#> 112          126885081                582517                619373
#> 113          123163051                742408               1041740
#> 114          359433297               1138058               1235147
#> 115          290195595               1705713               1749285
#> 116         4324629174               8550137               9548658
#> 117          517784927               2030511               2592670
#> 118          834120172               3305554               4392774
#> 119         4403793980              19763280              20342987
#> 120          130819770                691834                696949
#> 121          480091813               2250253               2435679
#> 122         1293449547               6676277               6331622
#> 123          354582086               1153954               1385777
#> 124          159334663                806522                987928
#> 125          326845258               1519570               2189045
#> 126           49336487                301391                236941
#> 127          237672576                673947                837488
#> 128          845318144               4022965               3593547
#> 129          723700000               2136085               2753694
#> 130          442962949               1558783               1830835
#> 131          795595177               6694876               7054331
#> 132          433039264               1196964               1111927
#> 133         2141241136              13317109              12979477
#> 134          140992323                713353                780452
#> 135         1312828807               4177088               4778208
#> 136          347481487               2123016               2106102
#> 137          727445355               1531114               1700801
#> 138          123946313                875937                905920
#> 139           91300000                603505                733817
#> 140          305635672               2221685               1588967
#> 141          641197918               7756599               8388766
#> 142          215451556               2550285               2006669
#> 143          654800000              12870514              12350245
#> 144          392581776               2441221               2749244
#> 145          173441061               2642071               2638099
#> 146          287407842               1222534               1307126
#> 147          273171312               1189171               1300453
#> 148          291869693               3309492               3419457
#> 149         1823057777               8337982              13591843
#> 150          225571729               2131160               1521969
#> 151          223936965               4799040               2406133
#> 152          832502797               2369083               2659495
#> 153           35885105                438619                501690
#> 154          143549312                840639                743186
#> 155          718167477               5371052               5198823
#> 156          193736380                754246                879685
#> 157          769900482               2273277               2482269
#> 158          384992716               2198541               2123882
#> 159          500901913               2153229               2607571
#> 160          229876830               1328170               1895480
#> 161          122808505                589848                758646
#> 162          398300000               1289092               1354071
#> 163          549367835               4070931               4944653
#> 164          284989208                774205                858310
#> 165          381431985               1100334               1504152
#> 166          619943068               2247221               2251659
#> 167          278045325               2656401               1921649
#> 168          240000694                710089                688548
#> 169          950174817               2417725               2764471
#> 170          591300000               2061509               2431137
#> 171          135457275               2242893               3002535
#> 172          203417995               1036480               1000355
#> 173          586044522               3158660               3521914
#> 174           57367432                300888                498711
#> 175          122400219                528363                562359
#> 176           91075185                376398                356967
#> 177          376118260               1081014               1271258
#> 178           65124355                375297                345131
#> 179          231361571               1181408               1187999
#> 180          126608897               2439145               2894313
#> 181           39410456                167369                197632
#> 182          229521999                734331                848746
#> 183          346443316                962533               1266693
#> 184          980472436               6971146               6358860
#> 185          152035150               1923043               3038991
#> 186          167753884                974588               1007833
#> 187          133912036                594489                669381
#> 188         4167636295              17300105              18303855
#> 189           59562193                308134                388709
#> 190           37979642                251344                193722
#> 191          574678797               2894083               2585330
#> 192           80908184                341636                509858
#> 193          259907654               1327348               1529113
#> 194          686189548               2653869               3271493
#> 195          179646811                574669                828157
#> 196          571395285               2299628               3611723
#> 197          607978556               3482630               3684754
#> 198          639584348               2938360               3002941
#> 199           75013343                535963                549094
#> 200          125959269                621286                693074
#> 201         3949385442              53605861              64362807
#> 202          788520766               5328924               6089815
#> 203          355697032               1588677               1639407
#> 204          129316984                970127               1005597
#> 205          306477328               1863972               2120425
#> 206          498357111               2336188               2000111
#> 207         1429270314              15029126              14851987
#> 208          192855133                805591                809068
#> 209           79093899                399392                475664
#> 210           63830918                735334                906876
#> 211          274246220                738623                953722
#> 212         1096553102               4798799               5559851
#> 213          595710279               2709522               3215768
#> 214         1458048958              17287357              13702994
#> 215          141430948                899612                791889
#> 216         1253367394               4716942               6114785
#> 217           97437508                327626                381377
#> 218          277162888               1313856               1847963
#> 219          341355930               1678805               1764802
#> 220          906944331              10081589               9372601
#> 221          323142378               1853369               1754770
#> 222          138091266                832399                787255
#> 223          287024800               1060948               1056523
#> 224          539581438               2882778               3885202
#> 225          136114744                839298                872222
#> 226          146869652                722054                733037
#> 227          309614906               1084949               1334200
#> 228         1299330455              12153015               9835292
#> 229          274287391               1290491               1291208
#> 230          249653133               1519264               1312728
#> 231         1023726443               3048611               3326333
#> 232          673692317               2009463               2130005
#> 233          546055595               1227384               1148878
#> 234          714892621               5285470               6879773
#> 235          415403018               1866192               3161689
#> 236         1034138202               8319809               7061774
#> 237          126553698                526148                547605
#> 238         1442194344              10222012               9467969
#> 239           39947745                283917                297182
#> 240          903180353               3356325               3437138
#> 241           75475605                375440                349700
#> 242           83253705                527793                574627
#> 243          309621709                840887                974211
#> 244          157100000               1501332               1698283
#> 245          222430635                875098               1234033
#> 246          403181056               3584970               3120733
#> 247         4106000000              35479172              39127512
#> 248          558458225               2401211               2279432
#> 249          362016847               2464915               2354229
#> 250          391028246               2198964               2515844
#> 251          254947085                951855                975295
#> 252          282077025               2101528               1493532
#> 253          357111192               1942245               1795479
#> 254          454940132               3185024               3349934
#> 255          186507930                657186                791163
#> 256          290561538               1089623               1357724
#> 257          103813143                606989                584000
#> 258           72902797                568557                527833
#> 259          127605611                462541                501923
#> 260         2629179895               6031253               6814344
#> 261          688810297               2978431               3472616
#> 262         2932572390              10307577              11441807
#> 263          322609464               3056409               2912632
#> 264          340113095               1939477               1998546
#> 265         1416070252               6353462               6610367
#> 266          932470869               6134955               7458263
#> 267          179945914                795296                768482
#> 268          337622288               1200895               1131633
#> 269          618481988               3166438               2867887
#> 270         2253000833              13379546              13307849
#> 271          141803776               1214143               1337509
#> 272         1225439747               6043842               5828792
#> 273          715560381               4810905               4836387
#> 274          191353157                945524                923069
#> 275           92700000                642171                525764
#> 276          136987792               1251099               1482641
#> 277          143722324                800619               1025578
#> 278          764156081               3275027               3935783
#> 279          136540637                493271                639117
#> 280          254987236               2542202               2546367
#> 281          170226073               1412920               1831928
#> 282          498365588               1522720               1271457
#> 283          229971823                956262               1236090
#> 284          274389978               1049022               1134937
#> 285          265152217                893321               1071234
#> 286          240947343                774666                814027
#> 287          620700567               3167958               3673035
#> 288         1035339415              10192169               9519850
#> 289          326206003               1672656               1801061
#> 290          179417450                653680                783952
#> 291          707690859              13562425              14577139
#> 292          498624055               3773489               4197859
#> 293           37640008                282033                263239
#> 294          324551358               1526370               1633921
#> 295          501913724               1208603               1425205
#> 296           62365483                302811                362160
#> 297          225519663               1104645               1462065
#> 298          958675890               2110982               2340312
#> 299          282986452               2852057               3930440
#> 300          250472000                795518                854444
#> 301          735717271               1916261               2050396
#> 302          143730455                802644                952664
#> 303         1329683051               6503800               4898474
#> 304         2533279845               6303853               7570611
#> 305         2293518778              20719653              23567247
#> 306          813205926               3108303               3752756
#> 307           22506610                 60732                 78458
#> 308          393102147               3669528               4509777
#> 309          552484192               5071599               4578169
#> 310         1103145108              12967189              14142073
#> 311         7457891872              20904708              20463938
#> 312          115438832                496289                499508
#> 313          397759517               3960188               4925048
#> 314           63533752                588921                513153
#> 315           58100000                415685                328796
#> 316          200366067                938170               1525720
#> 317         1370566113               5542519               4975925
#> 318           46789000                419936                534484
#> 319          526885495               1849908               2700832
#> 320          183500000                495606                539227
#> 321         1716826307               6386991               6343869
#> 322          361993312               5107167               4417683
#> 323          167296991                605753                731262
#> 324           80502940                272691                306730
#> 325           95576662                639778                593042
#> 326          219734662               1677611               1120780
#> 327          441795008               5992463               6540404
#> 328          413600000               2014374               2038254
#> 329          793680485               7541587               8393631
#> 330          385597969               1744669               2444544
#> 331         1964779183               5675798               6205913
#> 332          359834341               3222382               5498718
#> 333         1263652653               5497274               5466051
#> 334          405952999               2711880               3251759
#> 335           57511790                293522                203806
#> 336          234873651                972161               1041328
#> 337          208386524                628535                692382
#> 338          154711299                517068                633100
#> 339          571366085               3094959               5224454
#> 340          421389216              16869214              19425403
#> 341          235147142               1713458               2484679
#> 342          261785429               1463690               1475845
#> 343         2500000000              54727438              52357741
#> 344            3282665                 16938                 14912
#> 345          262598471               1663364               1878784
#> 346           63318293                376776                421060
#> 347          937190982              45082281              27411427
#> 348          111773874                660876                732168
#> 349          204842762                945625               1011657
#> 350          433236398               7413796               8910276
#> 351          446862227               1910309               2264474
#> 352         2664926000               4528891               4957707
#> 353          254329853               1477624               1615780
#> 354          420231614               1737864               1789638
#> 355          347683222               1792526               1542420
#> 356           93739929                441196                555552
#> 357          608421429               9025646               9508261
#> 358          128402997                607817                686884
#> 359          359906888               1619852               1359007
#> 360           60026348                303382                418720
#> 361         1156475874              10744999              15298566
#> 362          158562535               2149348               2942876
#> 363          164459912                984750               1089175
#> 364         1379906428               3608820               3486055
#> 365          126223944                463788                784596
#> 366         5612351809              15293079              17789088
#> 367         1550163328               2863030               3362359
#> 368          481051097               2951150               2898255
#> 369          113043622                926582                849958
#> 370          241958985               2203485               2304626
#> 371          410124004               1332503               1267072
#> 372           39590630                275978                321722
#> 373          234997372                814022                934611
#> 374          736184769               3758618               4657978
#> 375          249237335               1557367               1549862
#> 376         2389553883               5873118               5935216
#> 377          584915205               1664635               2069341
#> 378          740378000               2243587               2238625
#> 379          372000000               1354324               1616788
#> 380          498860141               1938439               2267742
#> 381          117466379                608963                662850
#> 382          175528938                715100                684994
#> 383          231498300               1751821               1756360
#> 384           66960539                786064                926934
#> 385          103204020                905881               1281437
#> 386          143022957                780841                980136
#> 387         1123000000               5881181               6008422
#> 388          116606294               1022891                788912
#> 389           44827865                961480               1006791
#> 390          215824993                638268                739987
#> 391         1476514046               3926226               3948645
#> 392          601598306               3585472               3202037
#> 393          172362333                783132                831395
#> 394          107190176                438731                544934
#> 395          934396325               5505914               5988567
#> 396          315933309                718350                964812
#> 397          146424981                363356                458482
#> 398          109567871                791988                734854
#> 399          115435376                591845                664288
#> 400          492417332               1189987               1325916
#> 401          106009642                446159                373540
#> 402          349926401               3080170               2669599
#> 403          255059197               6588175               8148037
#> 404          333500000               1858816               1579182
#> 405         1000000000              10190835               5856212
#> 406          107878343                474656                508580
#> 407         1414388264              11864047              10325794
#> 408          208760000               1448388               1402507
#> 409          145227126                835091                996063
#> 410          314310331                913265               1071259
#> 411          202000000                930193               1400390
#> 412          259183053               1120015               1512550
#> 413           60632587                794837                614118
#> 414          327351717               1406095               1603188
#> 415          160445593               1723448               1845274
#> 416          106557345               1203949                848485
#> 417           53267889                203760                240102
#> 418           55387285                709545               1206090
#> 419         1063001320               2730290               3640512
#> 420          593350161               4649341               4649127
#> 421          147815805               1543546               1950324
#> 422         1147400000               5061753               5571164
#> 423          367619359                983513               1231314
#> 424          100014639                330378                459413
#> 425          378154080                972062               1141536
#> 426           59082305                340071                436725
#> 427          481759025               4208971               3820069
#> 428          152911344               1088358               1043370
#> 429          509475816               1730900               2143729
#> 430         1254041236               3311450               3206282
#> 431          166690699               1477106               2394610
#> 432          241218609               3368238               3413996
#> 433          463696413               3921187               4384034
#> 434          319838968               1286161               1111991
#> 435           46864643                170917                194807
#> 436           46905289                273780                372104
#> 437          156781680               1555451               1560245
#> 438         1044490015              58146242              77556064
#> 439          913707365               4520668               4533600
#> 440          211531587                833786                849230
#> 441          391788962                840500                959722
#> 442         1171635933               5311552               5557366
#> 443          111000088                880525                989992
#> 444          231717363               1172163               1351025
#> 445           54234656                273297                263307
#> 446          237313119                989127               1071699
#> 447          247657418                764224                860749
#> 448         1326393427               3507210               3837389
#> 449          765246152              13279262              10296088
#> 450           41581473                154705                185648
#> 451          289616970               1362189               2016691
#> 452         1485784028               5402197               5560507
#> 453          324923275               1439898               1675702
#> 454           51221498               1208256                981709
#> 455          624478594               1957570               2036477
#> 456          326744698               6869037               7685571
#> 457          731854184               2433073               2160817
#> 458           69985365                571622                579368
#> 459          935382710               1934130               1993008
#> 460           65717179                599291                577481
#> 461          393970342               3189490               3722808
#> 462          399712763               2246220               1898749
#> 463          107283245                426620                489509
#> 464          156959955                910860                772723
#> 465         4199714676              17006442              17640587
#> 466          256459482               1064941               1320669
#> 467          388494512               2491719               2335158
#> 468         1212580940               6416916              11298520
#> 469          963093424               6690604               6002682
#> 470         1635014650               4438322               5761387
#> 471          191775059               1798472               1913501
#> 472          132900968                573625                668007
#> 473          182647656                593399                767279
#> 474          864256651               6539617               6513941
#> 475         2741150050               6391887               9489650
#> 476         2427592861              26751399              30665721
#> 477          413335715               1384862               1413875
#> 478           59875919                248273                326540
#> 479          315434531                895760               1017732
#> 480         3793049509              12150790              12963820
#> 481          453967774               2628844               2360084
#> 482           74047987                310187                302645
#> 483          314492541               2537129               2925990
#> 484          254851968               1386704               1534736
#> 485          740315000               2482009               2640725
#> 486           54508056                623792                746568
#> 487         1218530122               6266063               6574999
#> 488          109965562                487758                502398
#> 489           50871195                203622                249021
#> 490          113729619               1645899               2084262
#> 491          546991330               1884072               2106518
#> 492          180181765                639014                827187
#> 493          284542474               1432655               1715130
#> 494           51789941                219356                330677
#> 495          209819548                689847                857869
#> 496          150471375                802497               1009221
#> 497          468138568               1318928               1430390
#>     200_day_moving_average 50_day_moving_average  TTM_EPS TTM_dividend_rate
#> 1                   141.81                139.23   7.1700       5.861397346
#> 2                    61.70                 60.13   3.2500       1.112608944
#> 3                   113.26                108.73   4.8100       1.848644375
#> 4                   148.97                144.39   7.0700       5.456076475
#> 5                   281.37                279.20   4.7300       0.000000000
#> 6                   303.69                299.41  10.3000       3.861454803
#> 7                    78.78                 79.42   2.3900       0.469999999
#> 8                    83.46                 80.85   6.3400       1.559112819
#> 9                   418.12                409.71  10.2500       0.000000000
#> 10                  220.72                238.65   7.0000       4.021957873
#> 11                  197.72                192.62   8.6000       4.951082005
#> 12                   22.03                 22.78  -0.5216       0.617840078
#> 13                   59.18                 58.52   6.6100       1.515543951
#> 14                  127.06                129.23   4.1500       0.822027893
#> 15                  241.31                249.59  10.2600       6.182839731
#> 16                  102.84                 93.62   3.5200       0.000000000
#> 17                   48.92                 44.58   1.6300       0.000000000
#> 18                  221.90                244.33   2.2400       1.565929609
#> 19                  169.97                157.31   1.8800       4.553613082
#> 20                  335.81                271.28   7.8100       0.000000000
#> 21                  107.91                102.44   5.2000       1.531821915
#> 22                   59.54                 60.41   2.7700       1.667173306
#> 23                  127.58                122.48   3.1000       3.287464464
#> 24                  121.24                115.02   5.2900       0.000000000
#> 25                   48.61                 44.10   0.9538       3.502262642
#> 26                  133.33                129.92   1.1300       0.000000000
#> 27                   12.15                 12.67   0.5310       0.473045181
#> 28                   97.92                 92.33   2.2800       0.000000000
#> 29                   90.54                 91.75   3.9000       2.258621483
#> 30                   15.95                 14.41  -2.9000       0.000000000
#> 31                   96.26                 98.53   5.0700       3.083006495
#> 32                  165.91                154.26   9.7500       1.891360235
#> 33                   56.86                 52.92  15.2000       1.268766424
#> 34                  249.92                266.03   6.0900       5.485039720
#> 35                  152.18                152.86   7.1400       2.499583571
#> 36                  270.61                261.89  27.8200       4.729426906
#> 37                  148.24                144.66   8.7100       1.831448564
#> 38                  123.40                121.46   4.7000       0.837913183
#> 39                  239.41                246.15  11.8300       7.492784504
#> 40                   71.81                 74.06   2.8600       0.742010591
#> 41                  159.32                166.63   3.6600       2.199945079
#> 42                  276.68                266.34   5.2200       0.000000000
#> 43                   38.65                 34.64   8.6000       0.435617256
#> 44                  157.03                160.95   6.0500       0.898146839
#> 45                  112.29                102.07   7.4800       1.235748610
#> 46                  106.20                100.01   0.4167       0.000000000
#> 47                  115.28                116.51   3.2400       0.000000000
#> 48                  167.11                177.71   4.9600       1.970845326
#> 49                  173.76                166.64  21.0600       2.703710248
#> 50                   18.92                 18.84   2.6700       1.311396420
#> 51                  113.13                115.11   5.5300       2.695688824
#> 52                  201.19                208.08   2.2000       0.000000000
#> 53                 2064.00               2206.22 113.3000       0.000000000
#> 54                  217.78                205.12   5.8100       6.292224719
#> 55                  175.00                186.14   9.1300       2.782614368
#> 56                   31.01                 25.40  -0.5039       0.176572266
#> 57                   76.62                 64.98   2.3000       0.798698584
#> 58                   37.06                 33.88   3.2100       0.833365154
#> 59                   42.26                 34.94   4.6100       0.744980429
#> 60                   71.69                 61.70   1.9900       1.123870666
#> 61                  253.69                250.05   5.7900       3.361438795
#> 62                   65.32                 64.35   4.7500       0.357633701
#> 63                   84.14                 76.74   9.0800       3.115485833
#> 64                  536.96                523.54 -64.6300       0.000000000
#> 65                  382.71                364.49   6.6300       1.278351995
#> 66                  208.13                213.38  13.9700       0.000000000
#> 67                  674.15                673.48  37.9700      17.853639271
#> 68                   45.98                 43.12   3.9300       1.374072668
#> 69                  162.28                160.51  -8.9300       0.000000000
#> 70                 2099.16               1923.40  37.4300       0.000000000
#> 71                   37.86                 37.37   2.6800       0.677986218
#> 72                  106.18                 87.49   4.2000       3.865977206
#> 73                   41.13                 40.11   0.5762       0.000000000
#> 74                   73.35                 73.80   3.0200       2.087481207
#> 75                  557.73                527.30  20.1600      19.378641486
#> 76                  150.24                163.82   4.5500       2.543006842
#> 77                   63.34                 63.78   2.1600       0.409007642
#> 78                   68.54                 74.22   1.7400       0.736979437
#> 79                  103.98                108.63   8.3100       2.140848604
#> 80                  157.83                177.16   2.8000       0.000000000
#> 81                   58.51                 45.06  -6.8900       0.000000000
#> 82                  148.60                137.92   7.6800       3.508900981
#> 83                   46.60                 49.56   3.1300       1.462380507
#> 84                  122.51                109.81  22.8900       2.381363728
#> 85                   56.83                 61.46  -3.3400       1.941687623
#> 86                   96.94                 96.01   5.8900       0.000000000
#> 87                   14.44                  9.73  -8.0900       0.000000000
#> 88                   40.80                 40.24   3.1200       0.566856026
#> 89                  103.51                107.18   2.7600       0.000000000
#> 90                  200.86                186.47  12.4900       4.491147339
#> 91                  115.56                121.12   1.9600       1.907997233
#> 92                   84.10                 82.32   5.9600       0.000000000
#> 93                  170.73                175.00   7.3500       1.991380969
#> 94                  133.94                113.67  17.8900       2.698363218
#> 95                   85.90                 92.63   3.1500       0.000000000
#> 96                   29.98                 31.03   2.5100       0.684308062
#> 97                   59.46                 59.11  -0.5101       0.000000000
#> 98                   94.08                 96.66  12.0700       1.392505254
#> 99                  249.57                225.37   8.6100       0.000000000
#> 100                  72.51                 68.10   3.0400       0.796633828
#> 101                 502.89                460.59  31.0400       0.000000000
#> 102                 156.28                151.29  15.0000       5.526358784
#> 103                1454.08               1519.82  26.6800       0.000000000
#> 104                 201.16                190.42  16.5900       3.210688442
#> 105                  93.86                 90.20   3.1500       1.035617148
#> 106                 257.28                279.93  16.7700       4.212137389
#> 107                 120.47                105.12   3.3600       2.618541105
#> 108                 393.36                414.06  11.6500       3.985077996
#> 109                  48.83                 45.31   2.8500       1.492813877
#> 110                  51.88                 51.14   7.8000       2.010856241
#> 111                  41.02                 37.52   3.9000       1.566547969
#> 112                 100.70                102.24   2.6000       0.738272660
#> 113                 141.61                145.56   3.7300       4.607193741
#> 114                 215.16                201.49   8.0400       3.774469905
#> 115                  67.19                 67.67   4.5500       1.797023680
#> 116                  62.42                 63.40   2.2000       1.701299030
#> 117                  76.60                 67.47   4.3100       1.044271323
#> 118                  77.65                 79.61   2.3000       1.824077169
#> 119                  42.83                 39.52   3.0600       1.035968750
#> 120                  82.89                 79.51   6.8400       2.685505170
#> 121                  33.66                 34.30   1.8400       1.250477267
#> 122                  97.65                 95.10  12.1000       3.000006076
#> 123                  92.62                 96.17   4.5600       3.106287436
#> 124                 237.35                245.51   5.2300       3.104737753
#> 125                  59.38                 68.45   1.8000       0.422149807
#> 126                 355.77                316.95  19.0200       0.059997132
#> 127                 118.73                124.32   4.4900       0.000000000
#> 128                  35.58                 35.28   2.3900       1.009590076
#> 129                  56.37                 57.42   2.3500       0.567845944
#> 130                 519.04                533.08  12.7000       3.371973158
#> 131                  28.03                 28.74   4.0000       0.566695997
#> 132                 176.58                176.56   3.5600       5.669027158
#> 133                  32.96                 32.03   1.7900       0.384961204
#> 134                 203.65                214.50  14.2700       5.860601032
#> 135                  98.99                 99.05   6.1500       2.132738041
#> 136                  74.45                 75.57  15.5500       0.895940365
#> 137                 268.97                280.04   8.4200       0.918816085
#> 138                 125.83                124.43   7.3900       4.449094947
#> 139                 100.06                 87.75   8.0800       0.000000000
#> 140                 362.56                339.29  19.1600       4.259996400
#> 141                  36.37                 32.50   0.9360       0.000000000
#> 142                  41.88                 35.78   1.9100       0.468020084
#> 143                  60.87                 60.66   7.8700       3.170769928
#> 144                  93.51                 84.92   0.4824       0.000000000
#> 145                 129.40                121.58  21.4300       2.510929273
#> 146                 133.91                128.09   4.5600       4.697677116
#> 147                 107.00                103.19  15.3600       2.183175966
#> 148                  24.18                 18.32   3.2400       0.000000000
#> 149                 117.80                108.20   1.7200       0.000000000
#> 150                 231.48                249.40  10.0300       1.934103930
#> 151                 157.52                165.37   6.9500       0.000000000
#> 152                  81.37                 81.48   1.9500       2.563709991
#> 153                 388.25                399.52  12.8500       4.064416219
#> 154                 138.77                130.85   7.8600       1.989707613
#> 155                  59.55                 52.83   8.9700       2.753496199
#> 156                 127.68                129.67   4.2900       3.442998590
#> 157                 106.68                108.19   4.9500       3.905947840
#> 158                  56.32                 61.07   2.4400       0.835569257
#> 159                  65.43                 58.63   3.6300       1.280303987
#> 160                  30.82                 28.17   2.1700       0.000000000
#> 161                 102.77                 94.86   9.1700       2.937954049
#> 162                 142.06                142.05   5.7600       3.164026764
#> 163                  49.79                 46.68   0.5974       0.798056937
#> 164                 166.91                165.02   3.8300       2.000531531
#> 165                  65.73                 66.59   1.3300       2.719510408
#> 166                 104.19                100.68   2.3100       0.000000000
#> 167                 127.70                129.23   3.1500       0.698624232
#> 168                 482.03                480.83  24.9300       4.801441692
#> 169                 295.43                318.57   6.2700       3.771219931
#> 170                  88.21                 85.60   5.2900       2.041904974
#> 171                 198.99                261.27   1.4200       0.000000000
#> 172                 113.36                114.95   6.0200       3.988229241
#> 173                 115.48                108.86   9.7400       2.593900666
#> 174                 324.85                380.40   6.2000       0.000000000
#> 175                 207.63                205.30   6.0700       1.555712509
#> 176                 685.11                671.10   7.0200      12.089926971
#> 177                  79.51                 75.52   3.2100       2.426837118
#> 178                 300.34                279.03   5.9100       8.489067791
#> 179                 263.94                264.39   6.5500       2.322428179
#> 180                 106.14                102.29   2.7900       0.000000000
#> 181                 278.20                267.05  19.5000       6.344210190
#> 182                  65.81                 67.34   3.5600       2.261315932
#> 183                  87.37                 88.68   3.8400       2.480000019
#> 184                  45.03                 44.84   2.2500       1.271697901
#> 185                 142.95                103.64   2.1400       0.000000000
#> 186                 102.77                103.13   9.0700       1.250000000
#> 187                 187.76                192.16   6.3200       5.436255165
#> 188                  86.70                 90.50   9.1400       3.467464296
#> 189                 177.49                162.95   5.5800       0.000000000
#> 190                 405.33                423.11  10.1800       3.339345411
#> 191                  52.91                 51.45   1.7900       1.199519650
#> 192                 111.33                104.86   0.0000       2.140000105
#> 193                 219.13                227.97  14.3800       3.381325722
#> 194                  38.66                 34.86   3.3000       1.186363056
#> 195                 156.60                160.09   8.0800       0.977699707
#> 196                  41.18                 39.14   2.4500       1.538014852
#> 197                  97.81                 98.28   1.3700       1.708935662
#> 198                  98.61                103.29   3.0700       0.000000000
#> 199                 233.22                222.75  11.6400       0.000000000
#> 200                 117.81                108.43   5.4100       2.056050252
#> 201                  14.45                 14.24   2.8900       0.445225564
#> 202                  59.49                 56.07   0.8156       0.000000000
#> 203                  60.30                 62.55   1.8000       0.279532570
#> 204                  71.37                 66.33   5.5300       1.093415573
#> 205                  36.49                 34.44   2.1100       0.478623066
#> 206                  26.30                 26.66   3.3700       1.131910624
#> 207                  38.55                 29.51   3.3000       0.299004037
#> 208                 105.31                 98.85   5.2500       1.986755037
#> 209                 273.65                278.51   8.8400       0.000000000
#> 210                 259.97                246.52   7.7400       0.000000000
#> 211                 227.75                226.70  11.8200       4.860091254
#> 212                  79.96                 72.62  -4.2300       0.319500465
#> 213                  70.20                 75.90   4.4200       2.048009343
#> 214                  38.92                 36.24   5.2300       0.000000000
#> 215                 134.94                149.95   7.7200       3.386575941
#> 216                  61.01                 62.40   3.2800       2.828851087
#> 217                  99.15                100.42   7.0300       0.807505521
#> 218                 127.47                124.96   0.2695       0.997072578
#> 219                 322.65                329.50  44.1700       7.966122229
#> 220                  34.26                 28.89   1.5900       0.329591730
#> 221                  68.65                 65.37   6.0900       1.499046663
#> 222                  85.07                 80.07   3.8800       2.726409675
#> 223                 219.76                201.36  20.9600       2.072305068
#> 224                  29.50                 26.96   0.4099       1.181662026
#> 225                  82.01                 76.35   4.6500       0.000000000
#> 226                 215.52                223.91   7.8700       3.715097198
#> 227                 107.45                108.00   4.7100       1.244589750
#> 228                  15.14                 14.13   2.7800       0.591640041
#> 229                 136.81                127.57   3.4400       0.299831239
#> 230                  72.83                 71.01   5.9300       0.000000000
#> 231                 303.91                305.28  16.2600       7.040981809
#> 232                 187.70                188.53   7.3300       3.890125441
#> 233                  49.26                 49.25   1.7500       1.017143953
#> 234                  18.41                 17.80   0.8011       0.089888458
#> 235                  34.83                 36.21   0.8907       0.079933625
#> 236                  35.37                 33.05   5.6000       0.935024604
#> 237                 452.88                487.53  24.5000       2.967724216
#> 238                  13.62                 13.38   1.1200       0.604810011
#> 239                 209.05                220.33  14.5500       4.681750507
#> 240                 130.59                132.46   6.3000       6.460790036
#> 241                 192.29                203.18   6.7200       2.269697980
#> 242                 429.20                382.27   7.7400       0.000000000
#> 243                 201.74                201.11   8.4300       4.836120102
#> 244                 263.49                207.33  -0.1214       0.000000000
#> 245                  75.25                 76.48   4.2400       0.000000000
#> 246                  47.23                 47.79   1.6000       0.079950324
#> 247                  42.03                 36.63   4.6600       1.423618308
#> 248                 110.92                102.66   5.9800       1.413199787
#> 249                  44.20                 42.61   4.9700       1.822009779
#> 250                  31.74                 29.31   2.4800       1.106210223
#> 251                 123.89                120.82   2.4800       3.133990114
#> 252                 436.85                444.20   8.8700       2.713972090
#> 253                 244.14                224.23   3.9200       0.000000000
#> 254                  18.82                 17.37   2.3200       0.704960075
#> 255                 222.83                229.83   5.9900       0.000000000
#> 256                  50.51                 50.37   1.2700       2.427799599
#> 257                 179.35                180.16   8.8700       1.495278666
#> 258                 188.72                201.14   4.9400       1.892394981
#> 259                 131.48                129.67   3.5400       0.897692513
#> 260                 172.61                170.09   6.8700       4.338189954
#> 261                  56.70                 53.18   1.4700       1.298494229
#> 262                 125.69                115.79  12.4700       3.979369695
#> 263                  31.44                 28.61   1.1800       0.816304043
#> 264                  68.99                 74.01   4.3400       2.304535324
#> 265                  37.01                 38.24   1.5200       0.744276573
#> 266                  20.12                 18.32   2.2900       0.759923917
#> 267                 150.65                160.20   5.5300       0.000000000
#> 268                 130.21                134.11   5.2800       4.539976903
#> 269                  22.64                 21.72   1.1200       0.721489556
#> 270                  17.88                 17.84   1.0700       1.070534593
#> 271                 344.65                361.69  21.9200       4.429241597
#> 272                  38.37                 37.81   1.2200       1.959096975
#> 273                  51.00                 47.38   2.9200       0.883970436
#> 274                 238.81                232.58   9.7000       4.251783440
#> 275                 252.73                248.12  20.9500       1.437999678
#> 276                 488.30                474.08  32.7500       5.972075983
#> 277                  67.61                 78.66   1.3800       0.965158001
#> 278                  36.91                 37.24   2.2900       0.000000000
#> 279                 101.75                100.67   5.1500       1.432120568
#> 280                  80.24                 83.09  14.6600       1.366176962
#> 281                  56.44                 48.98   4.8800       1.748964128
#> 282                 302.24                294.24   6.9200       4.436012101
#> 283                  99.83                 92.81  -0.3482       0.000000000
#> 284                  49.62                 53.72   4.2000       0.992839259
#> 285                 430.14                418.94  17.3100      10.941886958
#> 286                  61.03                 57.10   4.3100       0.249677863
#> 287                 199.94                197.12  12.5800       3.430024969
#> 288                  10.81                 10.89   1.9400       0.734032931
#> 289                  94.52                 86.77  16.4100       4.482058826
#> 290                 172.23                175.67  10.2000       4.675667729
#> 291                  24.60                 23.08   4.1200       0.288714336
#> 292                  88.20                 92.08  13.9200       2.298334220
#> 293                 292.28                264.91   6.3800       2.749774601
#> 294                 162.37                155.28   5.2800       0.599458618
#> 295                 159.28                162.57   6.6200       2.183774852
#> 296                 350.61                345.19  12.7600       2.437182468
#> 297                  53.34                 53.85   3.5700       1.067095290
#> 298                 344.98                345.13   9.8700       1.905964870
#> 299                  83.18                 67.17   0.3563       0.000000000
#> 300                  92.77                 87.11   2.5300       1.441322478
#> 301                 247.59                259.19   8.1300       5.385954126
#> 302                 317.82                346.29   9.2400       1.877407885
#> 303                  99.05                 91.96   3.7300       2.544245559
#> 304                  86.05                 90.55   6.6100       2.685797455
#> 305                 189.92                168.68  12.0800       0.000000000
#> 306                  65.18                 63.31   4.0700       1.938128330
#> 307                1294.97               1282.20  35.4900       0.000000000
#> 308                  36.54                 32.78   7.0100       0.009998991
#> 309                  67.49                 67.51   2.7300       1.055971118
#> 310                  69.63                 61.32   8.7700       0.414035209
#> 311                 276.96                273.35   9.6500       2.471911393
#> 312                 187.55                177.69   5.0800       4.410249476
#> 313                 152.41                164.28  32.9200       0.000000000
#> 314                 131.88                124.38  14.8700       0.000000000
#> 315                 310.03                316.75  12.8300       0.000000000
#> 316                  53.68                 56.68   3.3600       1.092490099
#> 317                  62.95                 63.53   2.7600       1.388357501
#> 318                 440.20                475.81   6.9700       2.693843586
#> 319                  87.28                 93.89   2.2900       0.000000000
#> 320                 304.64                301.33   9.2500       2.710962297
#> 321                  84.11                 84.48   7.4100       2.838708590
#> 322                  56.99                 51.85   8.7200       0.411383425
#> 323                 223.51                236.72   6.9500       3.063634272
#> 324                 459.02                466.06   9.7100       4.354834570
#> 325                 166.51                177.16   6.7700       2.208785894
#> 326                  74.12                 71.16   4.0900       1.979281779
#> 327                 259.50                221.33  11.2400       0.000000000
#> 328                  21.23                 20.11   1.7100       0.905827649
#> 329                  64.50                 47.88   0.9937       2.173610047
#> 330                  18.88                 17.18   1.0500       0.199526127
#> 331                  79.17                 85.08   1.3100       1.228303674
#> 332                  23.94                 25.17   1.4700       0.239121739
#> 333                 119.65                111.06   3.7500       0.912799712
#> 334                  29.69                 29.83   1.5400       0.914212094
#> 335                 218.87                227.07   8.2300       2.172270942
#> 336                 250.37                246.44  12.5400       4.776716699
#> 337                 105.49                 99.02   7.3100       2.773477757
#> 338                 453.27                470.40  35.9600       6.565193347
#> 339                  25.10                 24.05   1.4400       0.496217990
#> 340                  16.29                 12.76  -9.7800       0.000000000
#> 341                  39.06                 38.73  14.2000       1.356337584
#> 342                 132.08                130.13  32.4400       1.893752500
#> 343                 198.78                174.99   3.7300       0.159956115
#> 344                4440.53               4370.41 413.4600       0.000000000
#> 345                 175.87                175.50   9.1500       2.798412206
#> 346                 668.20                703.54  31.6400       0.000000000
#> 347                  59.13                 63.86  10.2000       0.279666714
#> 348                 280.68                288.97  10.7700       0.999506043
#> 349                  74.12                 69.31   6.1200       2.759903060
#> 350                  58.97                 64.52   3.8600       0.000000000
#> 351                  62.51                 60.08   3.5200       3.656730159
#> 352                  74.80                 75.59   2.4100       1.272067960
#> 353                  33.84                 31.36   4.3400       1.105951482
#> 354                  74.58                 75.84   2.9100       1.054583476
#> 355                  86.39                 88.40   6.3400       1.346682366
#> 356                 148.19                139.98  10.8100       4.203338018
#> 357                  29.69                 25.12   5.2500       0.955869107
#> 358                 273.91                278.93  10.0900       4.690939626
#> 359                 123.92                126.96   3.8400       2.874783590
#> 360                 318.54                346.56   3.9300       0.000000000
#> 361                  92.28                 88.51   1.7500       0.000000000
#> 362                  36.79                 33.99   1.1600       0.000000000
#> 363                  50.93                 48.29   3.3800       0.825114084
#> 364                 168.05                174.49   6.6400       4.331653679
#> 365                 155.95                147.67   5.4500       0.279807662
#> 366                  50.11                 50.00   5.1100       1.571599568
#> 367                  98.44                 96.51   5.8200       4.904209423
#> 368                  86.87                 85.83  11.9200       3.721457461
#> 369                  72.87                 73.79   4.8400       3.341450146
#> 370                 237.36                226.07  23.8100       2.531077333
#> 371                 171.70                164.66  12.7700       5.435580275
#> 372                 401.98                370.60  19.2000       3.587561766
#> 373                 126.49                126.34   4.5600       2.373785167
#> 374                  28.06                 28.81   0.9799       1.233928561
#> 375                  69.81                 70.17  16.0900       2.515242359
#> 376                 148.47                145.07   5.7000       3.534823414
#> 377                 113.44                118.26   1.4100       1.893971542
#> 378                 137.87                129.43   4.8700       2.816506919
#> 379                 103.65                 97.49   5.5000       4.669318823
#> 380                  66.14                 64.61  -1.9700       2.075625483
#> 381                 110.29                115.89   4.2200       0.000000000
#> 382                 333.10                327.01  11.7400       7.617264504
#> 383                  43.60                 43.46   8.9600       0.587188628
#> 384                  71.68                 63.31  13.8900       0.112441781
#> 385                 111.95                103.30   7.4500       0.000000000
#> 386                 125.00                137.19   3.0700       0.269777783
#> 387                 143.95                146.42  11.2800       2.771160081
#> 388                 135.96                135.51  12.0700       2.553917171
#> 389                 103.46                 96.57   7.6200       2.783605606
#> 390                  99.96                100.37   7.0200       1.273734303
#> 391                  94.94                 92.83   2.9800       2.102099870
#> 392                  68.49                 71.79   1.0800       2.881522148
#> 393                  65.04                 63.21   2.8300       2.433504199
#> 394                 636.12                606.72  50.0400       0.000000000
#> 395                  21.26                 21.18   2.2300       0.672149385
#> 396                 131.21                138.40   4.3600       1.830477558
#> 397                 225.37                232.09   5.3000       1.695119276
#> 398                  95.08                 78.77   6.1700       1.657896875
#> 399                 237.23                235.85   5.7200       4.448388639
#> 400                  34.51                 36.67   0.6743       0.398292401
#> 401                 433.16                419.75  26.8500       2.417466592
#> 402                  87.59                 84.18   4.5000       1.183964420
#> 403                  58.86                 38.03 -17.5400       0.000000000
#> 404                 367.83                368.93  13.3800       3.229360189
#> 405                 185.12                180.16   0.5349       0.000000000
#> 406                 330.22                333.18   3.2100       2.701674243
#> 407                  39.62                 35.59   1.8300       0.548698669
#> 408                  83.97                 78.86   7.3600       2.735309500
#> 409                  62.28                 57.71   3.6900       0.796170475
#> 410                 156.30                160.83   3.5500       5.513307724
#> 411                 495.84                463.84   0.9042       0.000000000
#> 412                 251.69                244.86   6.6500       2.341905396
#> 413                 236.97                189.07  18.7900       2.231240748
#> 414                 115.62                105.99   6.4100       6.373078539
#> 415                 113.01                106.07   7.8800       2.281704542
#> 416                 132.17                133.82   5.4200       3.946862827
#> 417                 210.96                217.46  15.9300       5.635356844
#> 418                 288.50                305.07   2.5100       0.000000000
#> 419                  71.52                 75.38   2.8300       2.643927747
#> 420                  41.86                 39.01   1.6300       0.000000000
#> 421                 124.33                102.16   5.9900       3.132635143
#> 422                  81.34                 83.96   3.5700       1.942415902
#> 423                  74.05                 69.36   7.2200       2.254365975
#> 424                 223.13                212.35   3.7400       1.715059512
#> 425                 232.68                209.78   5.4300       2.702935397
#> 426                 483.23                419.78  25.9600       0.000000000
#> 427                  34.96                 33.33   6.8700       0.881741079
#> 428                 316.71                353.49   6.5800       0.000000000
#> 429                  83.54                 85.89   1.9400       1.883884115
#> 430                 132.07                141.30   1.3700       0.000000000
#> 431                 134.87                127.00   1.3300       0.000000000
#> 432                  34.24                 34.18   3.1700       0.989921280
#> 433                 186.13                160.67  12.1100       3.751996290
#> 434                 126.77                127.45   7.6600       2.107360666
#> 435                 414.28                391.72  14.2400       0.000000000
#> 436                 290.11                248.40  10.7600       1.357440886
#> 437                 104.83                 97.57   4.7600       0.419417245
#> 438                 279.81                279.55   8.3200       0.000000000
#> 439                 168.55                171.98   9.1400       4.554528582
#> 440                  66.75                 64.59   3.6200       0.079965573
#> 441                 558.06                573.79  18.7900       1.119124010
#> 442                  61.42                 62.82   2.7600       1.102498603
#> 443                 204.44                195.95   9.0300       3.259758728
#> 444                 143.91                148.33   6.2500       2.503980890
#> 445                 594.01                601.99  12.8100       0.000000000
#> 446                 170.77                163.21  14.4300       3.541915427
#> 447                  66.30                 66.25   2.0500       0.000000000
#> 448                  51.26                 48.97   4.4100       1.932107602
#> 449                  40.36                 40.74  -0.1464       0.000000000
#> 450                 385.97                383.43   4.2200       0.000000000
#> 451                  87.96                 82.80  11.1500       1.818053713
#> 452                  50.25                 47.41   4.3400       1.815421605
#> 453                  50.44                 47.04   0.4784       1.468992372
#> 454                 391.21                394.92  21.2900       0.000000000
#> 455                 233.20                225.60  10.7300       4.693917464
#> 456                  41.75                 38.01  -3.7500       0.000000000
#> 457                 191.03                193.24  12.4500       5.521121134
#> 458                 303.07                300.21  24.1500       0.000000000
#> 459                 505.82                532.74  19.1400       5.971332766
#> 460                 124.79                107.77   9.8700       0.799118208
#> 461                 107.52                110.68  17.3400       3.867848658
#> 462                  54.24                 50.84   0.0405       1.777947668
#> 463                 192.41                190.27   7.3400       0.000000000
#> 464                 188.95                191.00   6.4800       1.196941554
#> 465                  49.39                 46.15   4.9800       3.130515184
#> 466                 267.09                288.64  12.3700       0.000000000
#> 467                  50.21                 45.74   2.5800       1.962496366
#> 468                  10.78                 10.04   0.6276       0.462742362
#> 469                  29.88                 33.72   0.8964       1.413285356
#> 470                 208.98                210.59   6.7900       1.495976964
#> 471                  35.16                 28.80   0.6306       2.068683009
#> 472                 167.86                164.39   4.4500       1.564653668
#> 473                  90.04                 90.10   3.4300       0.568673353
#> 474                  42.02                 38.39   6.2100       1.880079097
#> 475                 135.66                130.58   4.6600       2.216653608
#> 476                  19.29                 14.18  -2.6700       0.000000000
#> 477                 156.35                164.06   5.1100       2.435779341
#> 478                 323.77                335.49  11.4700       0.000000000
#> 479                  98.77                102.54   4.3200       2.829989937
#> 480                  45.38                 43.28   4.1600       0.991902821
#> 481                  85.20                 81.20   0.8785       1.215324359
#> 482                 340.02                321.37   8.9800       0.719493250
#> 483                  50.79                 47.82   4.7500       0.000000000
#> 484                  44.62                 41.10   3.4900       0.991775960
#> 485                  37.48                 35.69   3.2800       0.681373484
#> 486                 173.82                165.19  11.8900       6.554456944
#> 487                  33.06                 33.29   1.2800       1.639350503
#> 488                 214.41                207.02  29.1000       3.233936591
#> 489                 494.51                528.13  25.5200       6.647295885
#> 490                  69.09                 62.67  -5.7200       0.000000000
#> 491                  71.28                 72.88   3.0000       1.870634015
#> 492                  85.80                 91.41   2.3200       0.876957380
#> 493                 116.86                117.77   5.0100       2.194459383
#> 494                 357.63                325.11   9.4000       0.000000000
#> 495                 116.63                110.29   1.0800       0.957458387
#> 496                  58.37                 54.12   8.9000       1.534936120
#> 497                 177.72                173.37   4.4100       1.221948629
#>     dividend_yield ex_dividend_date      PE_ratio       beta max_change_percent
#> 1     0.0453879305       2022-08-19    17.7249762 0.61069985       1.470189e+00
#> 2     0.0190417413       2022-07-28    18.2409603 0.94413625       1.045888e+01
#> 3     0.0181417505       2022-07-14    20.8615024 0.78820004       5.134711e+00
#> 4     0.0400152290       2022-07-14    19.1774685 0.31274874       4.786639e+00
#> 5     0.0000000000             <NA>    54.1258946 1.56325952       1.730638e+01
#> 6     0.0129522517       2022-07-13    29.8741432 1.17220667       1.042164e+01
#> 7     0.0059773623       2022-04-13    32.7369704 0.23509900       1.474976e+00
#> 8     0.0174085844       2022-08-16    13.9532780 0.54989165       2.953927e+00
#> 9     0.0000000000             <NA>    36.4731765 1.48779285       8.266051e+00
#> 10    0.0160570020       2022-06-09    35.2940738 0.92733287       8.011985e+00
#> 11    0.0285217006       2022-06-16    19.4818222 0.86862197       3.575599e+00
#> 12    0.0241061287       2022-07-29   -48.4961430 0.96476565       5.682363e-01
#> 13    0.0248980442       2022-08-23     8.8485751 0.69589645       2.760053e+00
#> 14    0.0063296211       2022-07-01    30.7151348 1.08605555       4.677749e+00
#> 15    0.0235779267       2022-06-30    25.4718170 0.77757561       4.769243e+00
#> 16    0.0000000000             <NA>    25.3055703 0.72381189       7.326807e-01
#> 17    0.0000000000             <NA>    27.2127980 1.21270606       1.927186e+01
#> 18    0.0054342366       2022-06-09   128.0656281 1.49976671       8.798494e+00
#> 19    0.0288203360       2022-06-29    87.5821371 0.87781192       1.414348e+00
#> 20    0.0000000000             <NA>    31.8538278 1.60461195       1.707087e+01
#> 21    0.0156852541       2022-06-15    18.4717127 0.88786544       1.014647e+00
#> 22    0.0267732986       2022-07-28    22.4822683 0.31676081       4.328370e+00
#> 23    0.0262892000       2022-06-02    38.1495071 0.55690437       1.617308e+00
#> 24    0.0000000000             <NA>    18.7116827 1.33369524      -5.212251e-01
#> 25    0.0763352799       2022-06-14    47.4565059 0.27136267       5.325619e-01
#> 26    0.0000000000             <NA>   114.7602992 1.61921610       6.526964e+01
#> 27    0.0380873737       2022-05-24    22.9734446 0.72798322       2.362022e-01
#> 28    0.0000000000             <NA>    47.0267667 2.09818777       3.480590e+00
#> 29    0.0238276346       2022-06-07    24.2724972 0.32911645       2.610938e+00
#> 30    0.0000000000             <NA>    -4.6480391 1.65121491      -4.087373e-01
#> 31    0.0302789874       2022-08-09    20.3210420 0.33644507       3.070537e+00
#> 32    0.0120231405       2022-06-30    15.7994407 1.16043073       2.126932e+00
#> 33    0.0239389891       2022-06-15     3.1783956 0.98629908      -7.755500e-02
#> 34    0.0210001904       2022-06-16    43.6444907 0.68568294       4.377168e+00
#> 35    0.0165436731       2022-08-08    21.1440479 0.56064690       8.648888e+00
#> 36    0.0172079279       2022-08-05     9.1499575 1.30887828       5.783493e+00
#> 37    0.0125278649       2022-08-12    16.4509572 0.52537759       2.950462e+00
#> 38    0.0068311853       2022-06-09    25.7413895 0.84626754       8.471230e+00
#> 39    0.0311356098       2022-08-17    19.5758986 0.33817922       3.728037e+00
#> 40    0.0098318615       2022-06-17    25.0847565 1.11544213       9.826902e+00
#> 41    0.0138649088       2022-05-27    43.2254342 1.27382888       5.957136e+00
#> 42    0.0000000000             <NA>    48.3141695 1.53102816       1.069510e+01
#> 43    0.0108416440       2022-07-21     4.2625034 1.27715974       1.092588e+00
#> 44    0.0054892241       2022-08-05    26.3918224 1.24990647       6.224456e+01
#> 45    0.0125075770       2022-08-24    12.7894322 1.77008250       5.777894e+00
#> 46    0.0000000000             <NA>   226.6948580 1.61693407       3.765097e+00
#> 47    0.0000000000             <NA>    36.1711536 1.50325701       7.947636e+00
#> 48    0.0104999751       2022-06-02    37.3369276 0.89913387       8.908778e+00
#> 49    0.0167360585       2022-08-26     7.1412861 0.51510236       2.724951e+00
#> 50    0.0733033214       2022-07-08     6.4624190 0.41919354       4.019277e-01
#> 51    0.0232407003       2022-08-19    21.6064326 0.36249908       4.536172e+00
#> 52    0.0000000000             <NA>    92.6192984 1.62674028       4.135195e+00
#> 53    0.0000000000             <NA>    17.5244276 0.70489928       1.771772e+01
#> 54    0.0300603130       2022-06-29    35.9922586 0.63404535       1.510564e+00
#> 55    0.0147399850       2022-05-31    20.1969513 1.00956642       2.966433e+00
#> 56    0.0067574537       2021-11-01   -58.0489725 0.51490481      -2.570626e-01
#> 57    0.0138398646       2022-05-31    24.2495760 0.77564945       4.911577e+00
#> 58    0.0244891318       2022-06-02    10.2932123 0.96802242      -1.870967e-01
#> 59    0.0202275435       2022-08-18     6.9565076 1.44447946       8.353973e-01
#> 60    0.0196583989       2022-06-02    28.4781652 0.41616964       1.958513e+00
#> 61    0.0132480936       2022-06-08    43.4609945 0.36142511       3.640576e+00
#> 62    0.0053747175       2022-06-24    13.3148051 0.61455095       9.441304e-01
#> 63    0.0420159924       2022-06-13     7.5891988 1.09496957       1.139057e+00
#> 64    0.0000000000             <NA>    -7.6340103 1.03190644       5.001939e+00
#> 65    0.0037738442       2022-08-12    48.8459679 1.23959751       6.010768e+00
#> 66    0.0000000000             <NA>    13.9947552 0.75847074       3.385889e+00
#> 67    0.0263935298       2022-06-03    17.4723327 1.20755387       5.256266e+00
#> 68    0.0327160159       2022-07-22    10.4851206 0.96771473       2.653270e-01
#> 69    0.0000000000             <NA>   -18.5107525 1.31033281       1.492486e+00
#> 70    0.0000000000             <NA>    49.1431682 1.25006849       4.281931e+01
#> 71    0.0178558393       2022-05-31    14.0288318 1.06737105       1.919489e+00
#> 72    0.0474294836       2022-06-29    18.8507892 0.84610761       1.666936e-01
#> 73    0.0000000000             <NA>    69.9592089 0.84353933       1.358556e+00
#> 74    0.0293226746       2022-06-30    22.9724671 0.25884762       3.238913e+00
#> 75    0.0372050868       2022-06-21    24.3750709 1.29870454       4.111011e+01
#> 76    0.0146158218       2022-06-14    37.8653850 0.91352076       9.725955e+00
#> 77    0.0062837247       2022-08-09    30.5649644 1.03112027       4.542027e+00
#> 78    0.0097291015       2022-06-07    42.7583839 0.53224323       4.274739e+00
#> 79    0.0185660273       2022-06-02    13.0375028 0.57873735       2.825280e+00
#> 80    0.0000000000             <NA>    62.8302491 1.48711818       8.929090e+00
#> 81    0.0000000000             <NA>    -6.4631385 2.00830817       9.401408e+00
#> 82    0.0260497474       2022-06-29    17.5178139 0.58002956       2.145638e+00
#> 83    0.0288494872       2022-07-06    16.0549821 0.21622570       9.463664e-01
#> 84    0.0216842445       2022-08-05     4.4137028 1.21863240       7.393453e-01
#> 85    0.0287231897       2022-06-30   -19.7447329 0.56844481       5.165588e-01
#> 86    0.0000000000             <NA>    14.8167670 1.29307068       5.712661e+00
#> 87    0.0000000000             <NA>    -1.1988651 2.00761262      -7.141653e-01
#> 88    0.0140868794       2022-06-22    12.3370923 1.04181066       2.353333e+00
#> 89    0.0000000000             <NA>    36.8783483 1.09001425       3.987494e+00
#> 90    0.0234011429       2022-07-19    14.9964954 0.75340265       3.451392e+00
#> 91    0.0158537369       2022-05-27    60.7837681 0.60654380       3.627209e+00
#> 92    0.0000000000             <NA>    12.8685931 1.10427512       1.422590e+00
#> 93    0.0110823138       2022-08-24    24.0052835 1.14502361       9.688199e+00
#> 94    0.0236927142       2022-07-22     6.2766165 1.01172663       4.423308e+00
#> 95    0.0000000000             <NA>    27.6386995 0.65477556       1.364225e+01
#> 96    0.0215530098       2022-08-17    12.8449341 0.48141525       2.435181e+00
#> 97    0.0000000000             <NA>  -120.7297679 1.75851612       9.612304e-01
#> 98    0.0117659929       2022-08-12     9.1832104 0.55110806       2.968845e+01
#> 99    0.0000000000             <NA>    23.4969762 1.30962871       3.735491e+00
#> 100   0.0110812885       2022-08-11    23.3512630 1.15137222       3.585933e+00
#> 101   0.0000000000             <NA>    12.4344612 0.58985103       1.699189e+00
#> 102   0.0338189755       2022-08-18    11.0534708 0.47772967       2.771595e+00
#> 103   0.0000000000             <NA>    59.7728720 1.30150804       2.755895e+01
#> 104   0.0165918477       2022-06-16    11.2826732 0.64529363       3.560344e+00
#> 105   0.0121408810       2022-08-12    26.5643191 0.24427148       3.882880e+00
#> 106   0.0147861740       2022-06-07    15.8639263 0.68500541       5.689633e+00
#> 107   0.0259698612       2022-06-16    29.6163853 0.70752821       2.646127e+00
#> 108   0.0094878291       2022-08-12    34.5642126 0.96534728       1.161265e+01
#> 109   0.0325302654       2022-07-05    15.8278227 0.82019829       1.245954e+00
#> 110   0.0403948622       2022-07-29     6.1995631 0.91833256      -8.856076e-01
#> 111   0.0420436921       2022-08-01    10.6749556 1.07880116       1.056745e+00
#> 112   0.0072061753       2021-12-06    39.3474564 0.33291757       3.946503e+00
#> 113   0.0318330252       2022-07-26    38.5830917 0.26290448       2.382459e+00
#> 114   0.0192231724       2022-06-09    24.4330026 0.57415472       1.528609e+01
#> 115   0.0261347248       2022-08-04    15.1280130 0.23847910       5.658532e+00
#> 116   0.0269576775       2022-06-14    28.5160743 0.44241213       2.941444e+00
#> 117   0.0161402059       2022-08-18    14.8233118 1.01752444       2.584607e+00
#> 118   0.0230283698       2022-07-20    33.9869644 0.31565652       2.336675e+00
#> 119   0.0281513247       2022-07-05    11.5459973 0.61983781       6.692976e-01
#> 120   0.0328221116       2022-06-14    11.7236293 1.08207655       1.056327e+00
#> 121   0.0358200306       2022-08-02    18.8696298 0.32541644       1.521943e+00
#> 122   0.0267571002       2022-08-15     9.1151203 0.66464200       2.209573e+00
#> 123   0.0315263111       2022-08-16    21.5793533 0.24896246       2.759726e+00
#> 124   0.0123252789       2022-08-09    37.6104154 0.45843541       8.559772e+00
#> 125   0.0052226872       2022-08-12    44.8538238 0.00000000       5.363298e-01
#> 126   0.0002023034       2022-07-26    16.6869428 0.97535922       5.725630e+00
#> 127   0.0000000000             <NA>    26.8706819 1.26023908       1.531600e+01
#> 128   0.0291452100       2022-05-27    14.6262840 0.99006936       1.482496e+00
#> 129   0.0091117770       2022-08-11    26.1910476 0.67977785       1.148966e+00
#> 130   0.0063404407       2022-07-28    41.7245051 0.93188918       1.272425e+01
#> 131   0.0183574991       2022-08-12     8.6625914 0.00000000       3.487114e+00
#> 132   0.0326914662       2022-06-14    48.5726641 0.62989023       1.854500e+00
#> 133   0.0117977690       2022-05-27    17.7376741 0.79714945       9.761873e+00
#> 134   0.0263397799       2022-08-18    15.3177695 0.80803711       9.312958e+00
#> 135   0.0213145917       2022-07-21    16.0844435 0.55093042       3.224151e+00
#> 136   0.0123051829       2022-08-03     4.5465393 1.27803823       2.305519e+00
#> 137   0.0032776231       2022-06-23    32.8592904 0.89502865       7.166720e+00
#> 138   0.0356013039       2022-07-07    16.2568962 1.10831414       4.259857e+00
#> 139   0.0000000000             <NA>     9.7028920 0.50967684       2.117089e+00
#> 140   0.0112288376       2022-06-29    19.4877414 0.81530334       9.578945e+00
#> 141   0.0000000000             <NA>    34.9239133 1.37540900       9.620793e-01
#> 142   0.0139250248       2022-06-23    17.2003012 0.67591484       2.315776e-01
#> 143   0.0435724877       2022-06-10     9.1511035 0.95294223       4.897049e-01
#> 144   0.0000000000             <NA>   166.0953142 1.54253400       3.327586e+01
#> 145   0.0187480719       2022-08-15     6.0397715 0.89005737       7.406299e+00
#> 146   0.0375004160       2022-06-14    27.7362608 0.70244060       5.327726e+00
#> 147   0.0212577991       2022-08-24     6.3371795 1.25377900       3.749704e+00
#> 148   0.0000000000             <NA>     4.4859039 1.33988364      -2.905087e-01
#> 149   0.0000000000             <NA>    66.1859327 1.07181536       2.915921e+00
#> 150   0.0081842583       2022-07-01    23.0253279 0.66249540       8.447094e+00
#> 151   0.0000000000             <NA>    19.8175570 0.74192754       4.047231e+01
#> 152   0.0308583292       2022-06-02    43.3904218 0.28779081       2.385603e+00
#> 153   0.0104141033       2022-06-14    29.8273192 0.74811719       2.751965e+01
#> 154   0.0155458052       2022-05-27    16.0839389 0.93202476       4.067285e+00
#> 155   0.0505599743       2022-05-27     5.8822982 0.68102161       9.357430e-02
#> 156   0.0258444572       2022-06-16    34.0046911 0.29553390       4.481109e+00
#> 157   0.0359233683       2022-08-11    21.9714644 0.23984268       1.059198e+00
#> 158   0.0137564909       2022-05-13    24.6736301 0.76218295       1.737800e+00
#> 159   0.0221429261       2022-07-28    15.4877800 1.08976674      -5.338604e-01
#> 160   0.0000000000             <NA>    10.3190097 1.27678743       8.488825e-01
#> 161   0.0309128162       2022-06-14     9.5669839 0.98916249       3.599837e+00
#> 162   0.0224271815       2022-08-11    24.2940614 0.94642782       4.692015e+00
#> 163   0.0179217817       2022-05-31    67.7655116 1.07357554       3.117239e+00
#> 164   0.0121053584       2022-06-17    42.5950226 1.02667849       3.287256e+00
#> 165   0.0392595699       2022-07-01    52.1139913 0.44849405       1.410070e+00
#> 166   0.0000000000             <NA>    38.8646458 1.17490558       2.227551e+01
#> 167   0.0052858003       2022-06-07    41.0147886 0.45950846       1.629438e+00
#> 168   0.0099310037       2022-06-09    19.0097535 0.66488255       5.560180e+00
#> 169   0.0119508808       2022-08-12    52.6806461 0.59514829       8.708403e+00
#> 170   0.0241188870       2022-08-11    15.8365891 0.87759773       1.912421e+00
#> 171   0.0000000000             <NA>   192.3828353 1.96402473       3.831744e+01
#> 172   0.0335229826       2022-08-10    19.7394453 0.32992413       1.377488e+00
#> 173   0.0208228359       2022-07-14    12.7896927 0.64771149       3.842371e+00
#> 174   0.0000000000             <NA>    66.1876484 1.73951391       2.918357e+01
#> 175   0.0078918100       2022-05-24    32.1759637 1.12562518       4.648942e+00
#> 176   0.0180247592       2022-08-16    95.5593840 0.90335961       2.708660e+00
#> 177   0.0319194675       2022-06-24    22.8641948 0.65788137       1.651309e+00
#> 178   0.0308918042       2022-06-29    46.4146068 0.67898214       2.299581e+00
#> 179   0.0088682915       2022-05-27    39.6224449 1.39764532       2.864758e+01
#> 180   0.0000000000             <NA>    32.1362720 2.23914919       2.475000e+00
#> 181   0.0232456771       2022-08-23    14.1632364 0.67018530       2.698659e+00
#> 182   0.0325462857       2022-08-18    19.4525354 0.36382834       4.790028e-01
#> 183   0.0270742360       2022-05-18    23.9472368 0.29487931       2.252841e+00
#> 184   0.0284432543       2022-08-12    16.5048654 0.43999511       7.799417e-01
#> 185   0.0000000000             <NA>    47.4983531 1.35440245       1.055174e+01
#> 186   0.0119149747       2022-05-31    11.4591090 0.84971419       1.992837e+00
#> 187   0.0262456195       2022-06-14    31.1243371 0.82260153       1.747725e+01
#> 188   0.0354292868       2022-08-11    10.4720556 0.47459801       1.171511e+00
#> 189   0.0000000000             <NA>    27.7705613 1.12085031       3.316669e+00
#> 190   0.0075021239       2022-05-27    42.9556538 0.75873033       8.116137e+00
#> 191   0.0235384547       2022-07-26    28.3940581 0.83919653       6.936953e+00
#> 192   0.0204334967       2022-06-21     0.0000000 0.00000000      -2.227212e-01
#> 193   0.0154992928       2022-06-24    14.8200350 0.99536927       1.263453e+00
#> 194   0.0339445796       2022-06-29    10.4044793 1.08915811       2.980309e-01
#> 195   0.0062818023       2022-07-27    18.2421685 1.16997680       5.075345e+00
#> 196   0.0382685955       2022-08-04    16.7623186 0.36573586       2.269995e-01
#> 197   0.0183578866       2022-06-09    66.8992007 1.02496710       1.907418e+00
#> 198   0.0000000000             <NA>    32.7455833 0.94137219       6.922930e+00
#> 199   0.0000000000             <NA>    17.6827310 1.02715398       7.124037e+00
#> 200   0.0180481939       2022-06-29    20.7779900 0.76612866       7.144356e+00
#> 201   0.0288919899       2022-08-10     5.2146371 1.48913070       2.010001e+00
#> 202   0.0000000000             <NA>    57.9925436 1.71228086       2.882551e+01
#> 203   0.0043177722       2022-05-26    35.1355292 0.99820247       5.055814e-01
#> 204   0.0173723478       2022-08-25    10.8479421 1.22672305       4.767328e+00
#> 205   0.0139784774       2022-03-01    15.0957229 0.74733427      -1.170547e-01
#> 206   0.0427297329       2022-06-29     7.9887927 1.21992215       8.749646e-02
#> 207   0.0092887244       2022-07-14     9.4589250 1.33740573       5.349549e-01
#> 208   0.0217250414       2022-03-14    17.3821447 0.90932370       1.668523e+00
#> 209   0.0000000000             <NA>    31.7111419 1.26244533       1.393660e+01
#> 210   0.0000000000             <NA>    29.9781372 1.76249220       2.676162e+01
#> 211   0.0208955297       2022-06-30    19.2826265 0.57962270       3.226197e+00
#> 212   0.0042447252       2022-06-27   -17.7691178 1.04648919      -6.224928e-01
#> 213   0.0268345040       2022-07-07    16.7933397 0.25296051       3.134165e+00
#> 214   0.0000000000             <NA>     7.4497604 1.38177284       4.845678e-01
#> 215   0.0216505302       2022-06-02    20.0576715 0.79354837       3.997157e+00
#> 216   0.0453559578       2022-06-14    18.8959450 0.36818761       3.880320e+00
#> 217   0.0081764431       2022-07-01    13.5880793 0.79238850       7.174666e-01
#> 218   0.0079682936       2022-06-09   450.8585491 1.15738495       4.562075e+00
#> 219   0.0236805060       2022-05-31     7.3094930 0.99666539       1.024390e+00
#> 220   0.0105978048       2022-05-31    19.6969055 0.75967134       2.088044e-01
#> 221   0.0226442094       2022-05-31    10.2994826 0.74153358      -7.383183e-02
#> 222   0.0338937056       2022-07-29    20.6239537 0.84841995       3.699339e+00
#> 223   0.0101097915       2022-06-15     9.0361455 0.92837860       7.584112e+00
#> 224   0.0440425653       2022-08-05    65.6150202 0.60829914       4.346673e-01
#> 225   0.0000000000             <NA>    15.3561403 0.61256737       2.820585e+00
#> 226   0.0162465439       2022-08-18    29.2085515 0.31635676       5.459057e+00
#> 227   0.0099886818       2022-06-14    26.3511047 0.75616088       2.020731e+00
#> 228   0.0429970960       2022-06-10     4.8216794 0.94425134       4.966282e-01
#> 229   0.0022872167       2022-08-25    37.1449732 1.19803680       8.291759e+00
#> 230   0.0000000000             <NA>    11.1791638 0.59921826       1.864213e+00
#> 231   0.0236195297       2022-06-01    18.0736069 0.84866271       9.030148e+00
#> 232   0.0201498262       2022-08-11    25.6029604 0.77914624       5.209714e+00
#> 233   0.0199127634       2022-07-08    29.0594605 0.15039392       6.159476e+00
#> 234   0.0049280953       2022-06-29    22.7567913 1.15037405       9.070687e-02
#> 235   0.0021804044       2022-08-04    39.9702746 1.11187080      -3.937961e-01
#> 236   0.0297873401       2022-06-07     5.1583661 1.21590102       1.474908e+00
#> 237   0.0060975205       2022-06-29    19.5975025 0.60081439       8.702492e+00
#> 238   0.0443409099       2022-06-16    11.9005026 1.00938869      -8.718580e-02
#> 239   0.0198211283       2022-08-25    16.1293288 0.45600578       5.622907e+00
#> 240   0.0495535361       2022-08-09    21.0731307 0.42533076       1.098672e+00
#> 241   0.0110469093       2022-07-14    30.2463596 0.85718182       6.968909e+00
#> 242   0.0000000000             <NA>    43.8744956 1.20775173       1.664943e+01
#> 243   0.0242448494       2022-06-29    23.3233543 0.78869191       5.089348e+00
#> 244   0.0000000000             <NA> -1698.0856316 1.42217956       4.224370e+00
#> 245   0.0000000000             <NA>    16.8244511 0.62203623       1.123973e+01
#> 246   0.0016556290       2022-08-16    29.4458760 1.16723238       1.288626e+00
#> 247   0.0426744097       2022-08-04     7.1696498 1.07659254       1.501894e+00
#> 248   0.0136422414       2022-06-14    17.1561944 0.77155241       4.353544e+00
#> 249   0.0427501121       2022-08-12     8.3763073 0.65106674       1.171709e+00
#> 250   0.0387599938       2022-06-03    11.3092279 1.11109914       2.258065e+00
#> 251   0.0274381905       2022-06-23    46.0032481 0.89470599       2.040839e+00
#> 252   0.0060517596       2022-07-08    49.1199909 1.69068079       1.536823e+01
#> 253   0.0000000000             <NA>    52.5497396 1.45881614       1.881024e+01
#> 254   0.0408435733       2022-08-11     7.3003595 1.34076072      -2.633301e-02
#> 255   0.0000000000             <NA>    35.3191353 1.10226984       4.216576e+00
#> 256   0.0447355740       2022-06-14    42.4221362 0.81096601       1.413534e+00
#> 257   0.0081892692       2022-08-04    20.1500383 0.90366018       9.241869e+00
#> 258   0.0095832024       2022-05-26    39.6678992 0.56705530       9.801866e+00
#> 259   0.0070374139       2022-07-28    35.2342367 0.90678219       2.218960e+00
#> 260   0.0264088997       2022-08-22    23.5160286 0.27650073       2.660156e+00
#> 261   0.0237775907       2022-06-17    36.1691638 0.95980977       5.434547e+00
#> 262   0.0347027967       2022-07-05     9.0407053 0.87672195       2.377704e+00
#> 263   0.0277748909       2022-05-31    24.2555440 0.98707310       8.182268e-01
#> 264   0.0312056239       2022-05-31    16.8799409 0.06478092       1.250063e+00
#> 265   0.0192717911       2022-06-30    25.1326439 0.42437421       9.324880e-01
#> 266   0.0412329852       2022-05-27     7.9969465 0.99148771      -2.943104e-01
#> 267   0.0000000000             <NA>    29.3894070 1.24773690       4.363724e+00
#> 268   0.0350523232       2022-06-09    24.4842322 0.19058454       2.165711e+00
#> 269   0.0332177512       2022-06-08    19.8236672 0.98898625      -9.996519e-02
#> 270   0.0563735962       2022-07-29    17.6503654 0.54148833       3.969909e-02
#> 271   0.0123315374       2022-08-12    15.3329439 1.74666780       1.156489e+01
#> 272   0.0514063756       2022-08-25    30.7854375 0.22618285      -2.932698e-01
#> 273   0.0182714021       2022-08-12    15.8874765 0.29053572       4.403836e+00
#> 274   0.0181653569       2022-06-02    23.4370068 0.33668991       4.846034e+00
#> 275   0.0062750902       2022-08-17    10.6722592 0.61847458       2.136901e+00
#> 276   0.0131743751       2022-06-14    13.4840564 1.77436935       9.133003e+00
#> 277   0.0119568632       2022-08-04    57.7464708 0.78832342       1.374118e+00
#> 278   0.0000000000             <NA>    16.5720069 1.43551370      -3.644011e-01
#> 279   0.0147337507       2022-06-14    18.3058620 0.42488197       5.519223e-01
#> 280   0.0170070579       2022-07-06     5.2205528 1.29517419       7.534056e-01
#> 281   0.0367661158       2022-07-08     9.2018799 1.37534912      -3.687492e-02
#> 282   0.0154969855       2022-06-02    40.1737960 0.94649149       8.428578e-01
#> 283   0.0000000000             <NA>  -268.2449411 1.28165584       3.098214e+00
#> 284   0.0183893176       2022-08-10    12.2095734 1.12984178       3.696825e+00
#> 285   0.0253795536       2022-05-31    24.2965091 0.22101571       5.994118e+00
#> 286   0.0043957370       2022-08-16    12.6603229 0.69338618       2.337983e-01
#> 287   0.0170656499       2022-07-19    14.8552759 0.88292513       7.117037e+00
#> 288   0.0682186739       2022-05-27     5.5840863 0.76953986      -6.219514e-01
#> 289   0.0515950135       2022-08-26     5.2119764 0.74632827       4.152967e+00
#> 290   0.0254084759       2022-05-31    22.8969691 0.92125845       1.170600e+00
#> 291   0.0110364807       2022-08-16     5.9662239 0.85286651       2.266084e-01
#> 292   0.0220273550       2022-08-16     6.3594223 0.72318913       2.261718e+02
#> 293   0.0112258608       2022-08-02    38.1249947 0.82060412       2.022212e+01
#> 294   0.0038257618       2022-08-17    29.1761057 1.16840438       3.005368e+00
#> 295   0.0131584409       2022-07-27    24.6588519 0.85496525       6.443821e+00
#> 296   0.0069289318       2022-05-31    27.4582989 1.07703562       2.975537e+00
#> 297   0.0209193352       2022-08-11    13.3145347 0.89914266       1.527625e+00
#> 298   0.0057415498       2022-07-07    32.8118413 1.15368031       3.490232e+01
#> 299   0.0000000000             <NA>   147.1998596 1.68505828      -4.149818e-01
#> 300   0.0166434466       2022-07-08    34.0696489 0.33898310       4.850126e+00
#> 301   0.0209610980       2022-06-03    31.0869009 0.54106986       7.476589e+00
#> 302   0.0052619409       2022-05-31    36.7346626 0.51810647       6.867024e+00
#> 303   0.0284495757       2022-06-23    23.5892790 0.62295371       1.194537e+00
#> 304   0.0300895973       2022-06-14    13.6389745 0.26601648       2.314507e+00
#> 305   0.0000000000             <NA>    13.7290042 1.75802426       3.231556e+00
#> 306   0.0295086530       2022-08-08    15.6815517 0.83825891       7.968872e-01
#> 307   0.0000000000             <NA>    34.3349014 1.20356409       1.487711e+01
#> 308   0.0002977663       2022-06-09     4.1327224 1.52269017      -3.802633e-01
#> 309   0.0160092650       2022-08-18    23.6650804 1.58307595       1.121187e+01
#> 310   0.0071843694       2022-07-08     6.4119266 1.56150363       3.152167e+00
#> 311   0.0092204536       2022-08-17    27.4875063 1.23309513       1.066892e+01
#> 312   0.0253637536       2022-07-14    34.2344333 0.64476889       4.241802e+00
#> 313   0.0000000000             <NA>     3.8686393 1.46120638       6.349462e+00
#> 314   0.0000000000             <NA>     7.0601866 1.10564827       4.633983e-01
#> 315   0.0000000000             <NA>    26.1534987 0.65980041       1.461876e+01
#> 316   0.0202801206       2022-06-02    15.9754222 0.47980144       9.022296e-01
#> 317   0.0221322733       2022-06-29    22.2561771 0.49535908       1.078267e+00
#> 318   0.0056519735       2022-06-29    66.4328366 2.00931929       4.777105e+01
#> 319   0.0000000000             <NA>    38.3105224 0.84088390       1.659606e+00
#> 320   0.0092552740       2022-08-18    31.1407793 1.04989996       4.064414e+00
#> 321   0.0327002487       2022-07-28    11.3691122 1.05796128       6.854674e-01
#> 322   0.0066599227       2022-06-01     6.8703764 0.86775831       1.598235e-02
#> 323   0.0123374447       2022-06-14    34.5329915 1.00544879       1.134827e+01
#> 324   0.0095412878       2022-08-11    45.7715430 1.37925534       1.338590e+01
#> 325   0.0121315203       2022-06-09    15.2780007 0.85145351       6.132644e+00
#> 326   0.0264045061       2022-07-07    17.5787730 1.01631836       1.347731e+00
#> 327   0.0000000000             <NA>    19.3613276 1.63194646       5.943905e+01
#> 328   0.0463102070       2022-05-27    11.1740552 0.82999562      -9.908373e-04
#> 329   0.0502917642       2022-06-01    43.3117053 0.07815504       2.062315e-01
#> 330   0.0115000650       2022-03-15    16.3052402 1.02631720       2.942642e-01
#> 331   0.0139484860       2022-05-27    66.8665504 0.65067704       1.863139e+00
#> 332   0.0085891429       2022-08-17    18.9014869 0.69433505       4.275459e-01
#> 333   0.0084299936       2022-06-03    28.1146533 1.23128519       9.313265e+00
#> 334   0.0302919846       2022-07-28    18.3463035 0.37840958       4.277977e+00
#> 335   0.0093298584       2022-08-22    27.7416329 0.94818670       9.824419e+00
#> 336   0.0188810494       2022-08-05    21.1855137 0.74730570       5.903298e+00
#> 337   0.0290720939       2022-06-09    13.0224515 0.99434796       1.177610e+00
#> 338   0.0135328538       2022-08-26    13.2278979 0.28714118       8.600736e+00
#> 339   0.0218598233       2022-08-19    15.1696025 0.66254716       5.321791e-01
#> 340   0.0000000000             <NA>    -0.7539501 2.12763214      -4.465510e-01
#> 341   0.0325104886       2022-07-29     2.8518427 0.65038154       8.251816e-01
#> 342   0.0134777062       2022-06-29     4.0891891 1.14233914       2.841979e+00
#> 343   0.0009837399       2022-06-08    42.9794883 2.32997687       2.770611e+01
#> 344   0.0000000000             <NA>     9.0881626 1.02563593       5.550372e+00
#> 345   0.0166453260       2022-06-14    18.0343362 1.51277532       1.164317e+01
#> 346   0.0000000000             <NA>    20.7119388 0.63830426       2.079632e+01
#> 347   0.0038024026       2022-06-09     6.8086129 0.83539731       1.403179e+00
#> 348   0.0034990584       2022-05-31    25.7222303 1.25247803       3.972105e+01
#> 349   0.0403199863       2022-06-09    10.8357705 0.86610027       9.320385e-01
#> 350   0.0000000000             <NA>    18.0129306 1.99160458       8.455746e+00
#> 351   0.0563962085       2022-07-29    18.3867314 0.85932423       1.286181e+01
#> 352   0.0170404281       2022-07-11    29.6169013 0.96570335       4.105530e+00
#> 353   0.0372499657       2022-08-12     6.8211864 0.61176760      -1.070677e-01
#> 354   0.0140181241       2022-08-18    25.4132028 0.90016936       6.625414e-01
#> 355   0.0149681268       2022-08-16    14.1543256 0.76850227       2.204414e+00
#> 356   0.0302529007       2022-06-14    12.8304854 0.65963460       8.668553e+00
#> 357   0.0383883176       2022-06-14     4.7245536 0.99894753      -5.047724e-02
#> 358   0.0169838509       2022-08-26    26.9571093 1.09300767       5.907452e+00
#> 359   0.0223197484       2022-08-10    33.2826014 0.96518205       4.184371e+00
#> 360   0.0000000000             <NA>    94.7904808 1.75951113       2.249186e+01
#> 361   0.0000000000             <NA>    52.1426622 1.72438319       1.290586e+00
#> 362   0.0000000000             <NA>    24.4257653 1.72824529       7.335492e+00
#> 363   0.0178673470       2022-07-21    13.4945962 1.00635886       8.591057e-01
#> 364   0.0247466504       2022-06-02    26.1518862 0.46408747       3.140577e+00
#> 365   0.0020339294       2022-07-21    25.7598739 0.99097051       5.798683e+00
#> 366   0.0335668425       2022-07-28     8.9652102 0.33621441       2.090042e+00
#> 367   0.0507945046       2022-06-30    16.5269732 0.30873682       8.776273e+03
#> 368   0.0403716366       2022-08-17     8.1889732 0.59668480       2.959690e+00
#> 369   0.0440127785       2022-07-29    15.6425258 0.27247798       1.650755e+00
#> 370   0.0098340094       2021-12-30    10.0883531 0.62780346       6.421654e+00
#> 371   0.0335136585       2022-07-12    12.3662413 0.88238655       2.465672e+00
#> 372   0.0101702672       2022-08-10    18.0956336 1.10387146       9.894541e+00
#> 373   0.0188335859       2022-08-09    27.1984103 0.99190540       1.562617e+00
#> 374   0.0414208983       2022-06-17    29.9194328 0.46654288       7.673232e-01
#> 375   0.0328317760       2022-06-01     4.4765021 1.03111597       1.000700e+00
#> 376   0.0248423882       2022-07-21    23.5121791 0.40788150       2.317464e+00
#> 377   0.0151324029       2022-07-06    88.7477113 0.52316916       7.559295e+00
#> 378   0.0219439573       2022-06-15    25.4885727 0.94017930       1.638818e+00
#> 379   0.0473946287       2022-08-22    17.5440115 0.91314576       7.552142e-01
#> 380   0.0311234890       2022-06-08   -33.6050331 0.35047723       2.308413e+00
#> 381   0.0000000000             <NA>    26.9647895 1.31807457       5.359046e+00
#> 382   0.0221097890       2022-06-14    29.2439297 0.58799962       4.774210e+00
#> 383   0.0143077151       2022-06-09     4.2624138 1.28637016       4.373573e-01
#> 384   0.0017560797       2022-06-07     4.3505665 1.53420734       3.057088e-01
#> 385   0.0000000000             <NA>    12.0946506 1.48746048       3.593750e-01
#> 386   0.0018652962       2022-06-30    45.7821100 1.06018469       6.456308e+00
#> 387   0.0200257268       2022-06-01    12.0821599 1.52124027       3.929414e+00
#> 388   0.0200937622       2022-07-05    10.0207302 0.48168667       1.939904e+00
#> 389   0.0295813561       2022-06-30    12.3098724 1.34144722       4.606630e-01
#> 390   0.0119285850       2022-06-30    15.3946511 1.21987423       5.587820e+00
#> 391   0.0224775435       2022-08-18    30.9119305 0.69994996       1.255132e+00
#> 392   0.0412175962       2022-07-29    74.8874003 0.53168473       3.883859e+00
#> 393   0.0387192394       2022-06-14    22.3227245 0.91850698       4.508746e-01
#> 394   0.0000000000             <NA>    11.2373636 0.57348421       2.870503e+01
#> 395   0.0305939638       2022-06-02     9.6833430 1.04623839      -1.249766e-01
#> 396   0.0126519046       2022-06-30    32.9483393 0.58560062       6.617102e+00
#> 397   0.0076650205       2022-08-17    41.5452237 0.88258104       2.025645e+01
#> 398   0.0213179488       2022-08-24    12.4782622 1.09315023       1.796406e+00
#> 399   0.0187790807       2022-08-12    40.8185279 1.03609174       4.252282e+00
#> 400   0.0115514037       2022-08-09    51.0683854 0.72110541       1.309360e+01
#> 401   0.0058987058       2022-07-07    15.1559100 0.77748343       7.810498e+00
#> 402   0.0135682377       2022-06-06    19.2701280 1.17429781       1.263523e+01
#> 403   0.0000000000             <NA>    -2.4135146 1.82873662       3.065072e-01
#> 404   0.0088704065       2022-08-25    33.0108782 0.89913696       5.241792e+00
#> 405   0.0000000000             <NA>   308.2649254 1.56240818       1.713224e+01
#> 406   0.0081799511       2022-08-24   100.4119027 0.71427702       1.977397e+00
#> 407   0.0139192965       2022-05-31    21.2806051 0.62522534      -1.664517e-01
#> 408   0.0366565197       2022-06-23     9.4465308 1.20035136      -2.260805e-01
#> 409   0.0146381775       2022-06-09    14.3173888 0.88469136       1.136233e+00
#> 410   0.0331050061       2022-07-06    46.4465329 0.44734085       3.518496e+00
#> 411   0.0000000000             <NA>   488.1922826 1.80318631       1.707683e+01
#> 412   0.0099359584       2022-08-18    34.8107844 0.68722425       1.234292e+01
#> 413   0.0123177694       2022-07-28     9.5119537 1.66775209       5.249332e+00
#> 414   0.0607828187       2022-06-08    16.2933837 1.04700172       1.089207e+00
#> 415   0.0222822709       2022-08-24    12.6459581 1.39768285       1.537771e+01
#> 416   0.0278752936       2022-08-11    25.7421165 0.22023056       3.439059e+00
#> 417   0.0255861832       2022-08-18    13.5039739 0.78527922       5.178173e+00
#> 418   0.0000000000             <NA>   112.1424169 1.55141987       1.290966e+01
#> 419   0.0338098177       2022-08-12    27.4799019 0.28019056       2.985932e+00
#> 420   0.0000000000             <NA>    22.3803332 1.00571839       1.675917e+00
#> 421   0.0347800060       2022-06-06    13.4932295 0.94465235       1.420449e+00
#> 422   0.0231074935       2022-08-11    23.1429225 1.14137320       4.851886e+00
#> 423   0.0326105305       2022-06-30     9.5900099 1.24967558       4.885426e-01
#> 424   0.0085330589       2022-06-13    53.3268842 0.82475178       2.781903e+00
#> 425   0.0130576589       2022-06-29    37.6517049 1.02260205       3.538797e+00
#> 426   0.0000000000             <NA>    15.7432152 1.75576659       7.806521e+00
#> 427   0.0262033010       2022-07-29     4.4438572 1.23038535       6.989887e-01
#> 428   0.0000000000             <NA>    52.5727570 1.48452613       1.228096e+01
#> 429   0.0225264153       2022-06-30    42.6129169 0.85978077       2.338216e+00
#> 430   0.0000000000             <NA>   104.3963781 0.73573896       7.770897e+00
#> 431   0.0000000000             <NA>   131.3506139 0.83903068       6.177365e+00
#> 432   0.0280034308       2022-06-02     9.9580495 1.42209005       5.052318e-02
#> 433   0.0233594589       2022-08-16    12.7140522 1.12779139       2.917618e+00
#> 434   0.0166234966       2022-08-18    16.1280772 1.18432165       3.128415e+00
#> 435   0.0000000000             <NA>    26.4518440 0.90050320       8.561425e+00
#> 436   0.0060562188       2022-08-12    20.6178510 0.85353350       3.404791e+00
#> 437   0.0046519215       2022-05-24    16.8184299 1.71817243       5.402500e+00
#> 438   0.0000000000             <NA>    31.6045718 1.92244657       1.798815e+02
#> 439   0.0268719605       2022-07-29    18.1339884 1.07124298       7.449827e+00
#> 440   0.0012374740       2022-06-09    17.0438543 1.17780330       4.516259e-01
#> 441   0.0019852832       2022-06-14    29.6888501 0.88334270       1.201249e+01
#> 442   0.0175305868       2022-08-10    22.0852150 0.94057249       2.026386e+01
#> 443   0.0170614400       2022-08-19    20.6011181 0.88574477       1.862710e+01
#> 444   0.0160955254       2022-06-02    24.1448561 0.96162081       3.900684e+00
#> 445   0.0000000000             <NA>    44.8534110 1.13244952       4.638775e+01
#> 446   0.0212294140       2022-06-09    11.1908764 0.46545271       2.107469e+00
#> 447   0.0000000000             <NA>    31.5791916 1.43422586       4.204021e+00
#> 448   0.0400935381       2022-08-11    10.7952878 0.88472550       3.468606e-01
#> 449   0.0000000000             <NA>  -276.9793469 0.95360104      -9.888641e-02
#> 450   0.0000000000             <NA>    87.9272815 1.40531710       2.590327e+01
#> 451   0.0232161118       2022-05-31     7.0321801 0.45517947       4.745246e+00
#> 452   0.0390497226       2022-06-29    10.7158082 0.76184137       9.353335e-01
#> 453   0.0316866344       2022-07-08   100.6484060 0.68849385       1.467546e+00
#> 454   0.0000000000             <NA>    18.6229628 1.25255427       3.193966e+00
#> 455   0.0202962661       2022-05-27    21.0867520 0.64372922       1.208791e+01
#> 456   0.0000000000             <NA>    -9.7862847 1.61121694      -1.112202e-01
#> 457   0.0277540901       2022-08-12    15.7280794 0.84459044       3.033561e+00
#> 458   0.0000000000             <NA>    12.2542375 1.32476781       1.104955e+01
#> 459   0.0112826316       2022-06-16    27.1201544 0.66155434       1.091897e+01
#> 460   0.0078754135       2022-05-31    11.1378709 0.92404652       9.438697e-01
#> 461   0.0317348922       2022-08-03     6.8138364 0.57373059       3.092776e+00
#> 462   0.0368105107       2022-06-30  1196.0182414 0.55724374       1.469666e+00
#> 463   0.0000000000             <NA>    24.7893803 1.10936418       8.129906e+00
#> 464   0.0063033417       2022-06-14    28.4671689 0.76652907       6.138185e+00
#> 465   0.0723818540       2022-07-07     8.7329997 0.25963512       1.401177e+00
#> 466   0.0000000000             <NA>    22.6127364 0.63182049       6.527525e+00
#> 467   0.0476796979       2022-06-09    15.8834432 1.00254361       1.976677e+00
#> 468   0.0468362714       2022-08-23    15.7469765 0.74067865      -3.623050e-01
#> 469   0.0420120498       2022-06-22    51.7532448 0.86189098       1.036542e+00
#> 470   0.0073733401       2022-08-11    30.6259544 1.04557517       9.420487e+00
#> 471   0.0764762665       2022-08-05    42.1790365 0.90934496      -5.752385e-01
#> 472   0.0092522835       2022-08-16    37.8401977 1.03197058       1.234599e+00
#> 473   0.0062878522       2022-08-12    25.9808965 1.03474334       5.287192e+00
#> 474   0.0522244193       2022-08-18     5.7842051 0.70554737      -4.171617e-01
#> 475   0.0168438724       2022-08-11    27.7552779 0.37986090       2.882029e+00
#> 476   0.0000000000             <NA>   -11.2016557 0.00000000       6.225080e-01
#> 477   0.0142019669       2022-06-02    33.0649293 0.48378832       4.616171e+00
#> 478   0.0000000000             <NA>    25.6527386 0.93903908       5.142740e+00
#> 479   0.0270062977       2022-08-11    24.1696289 0.23723421       5.916056e+00
#> 480   0.0225586268       2022-08-04    10.1807097 1.07074862       8.190619e-01
#> 481   0.0157160786       2022-08-22    90.0035072 0.00000000      -1.965739e-01
#> 482   0.0023685461       2022-07-19    32.8085721 0.99735026       1.247077e+01
#> 483   0.0000000000             <NA>     9.5375105 1.26195983       1.910336e+00
#> 484   0.0240605522       2022-08-11    11.3739694 0.87622445      -2.048396e-01
#> 485   0.0192587192       2022-06-02    10.6602950 0.88957019       1.192871e+00
#> 486   0.0411376197       2022-08-25    12.2148644 0.98027840       1.786025e+00
#> 487   0.0467984728       2022-06-09    27.2922699 0.46138947       1.570104e+00
#> 488   0.0155619873       2022-06-29     6.4626537 0.80432285       8.220100e+00
#> 489   0.0117393612       2022-08-05    21.8719100 0.74286932       9.356470e+00
#> 490   0.0000000000             <NA>   -10.7926554 1.60637331       4.022203e-02
#> 491   0.0249650876       2022-06-14    25.1140076 0.30192245       4.326272e+00
#> 492   0.0094326920       2022-05-25    39.7897831 1.14449294       2.931045e+00
#> 493   0.0195654367       2022-08-26    21.5491451 0.74476499       5.920082e+00
#> 494   0.0000000000             <NA>    32.1118475 1.47392814       7.857718e+00
#> 495   0.0089057612       2022-06-24    98.2906301 0.83589486       4.182161e-01
#> 496   0.0271958916       2022-08-17     6.1944598 1.06472285       2.157295e-01
#> 497   0.0076424331       2022-07-20    35.8137204 0.88866759       4.480734e+00
#>     5_year_change_percent 2_year_change_percent 1_year_change_percent
#> 1           -2.487143e-01          -0.156090570         -0.3122762994
#> 2            1.801632e-01           0.229654821         -0.1787576091
#> 3            1.242207e+00          -0.055922903         -0.1691026880
#> 4            1.365340e+00           0.579671762          0.1869495614
#> 5            7.479515e-01          -0.170298939         -0.2800602460
#> 6            1.489497e+00           0.269443179         -0.1010172771
#> 7            2.953253e-01          -0.052677995         -0.0404293722
#> 8            1.476852e+00           1.096260389          0.5086304917
#> 9            1.515814e+00          -0.253370434         -0.4213995019
#> 10           1.658950e+00           0.849826413          0.2213287850
#> 11           8.930331e-01           0.161560569         -0.1267124666
#> 12           1.641397e+00           0.509485079          0.0893959229
#> 13           6.578513e-01           0.724230725          0.0938496788
#> 14           1.146409e+00           0.327616822         -0.2483839996
#> 15           1.018965e+00          -0.064055268          0.0002055870
#> 16           1.046243e+00          -0.193056286         -0.1796791444
#> 17          -3.740099e-01           0.165974026         -0.2289591206
#> 18           1.682632e+00           2.220711986          0.2261214590
#> 19           5.027411e-01          -0.025620627         -0.2094418660
#> 20           4.630542e-01          -0.174028269         -0.6403077581
#> 21           3.293857e-01          -0.030236830         -0.3007098161
#> 22           6.840335e-01           0.221981938          0.0533580758
#> 23           5.066646e-01           0.382142127         -0.0663221155
#> 24           1.371628e+00           0.355095424         -0.2337712841
#> 25          -1.830528e-04           0.216301838         -0.0030659850
#> 26           1.766435e+00          -0.230882353         -0.2193167604
#> 27           2.362022e-01           0.191012744         -0.0092059288
#> 28           6.335479e+00           0.088066826         -0.1815080790
#> 29           7.756855e-01           0.249746201          0.0979922461
#> 30          -6.877791e-01           0.034638554         -0.3204747774
#> 31           6.378359e-01           0.390377691          0.1794223124
#> 32           9.693364e-01           0.588354557         -0.0563949621
#> 33           3.375507e-03           0.887491275         -0.0137094388
#> 34           9.991106e-01           0.097668500         -0.0658457335
#> 35           1.008687e+00           0.101532113         -0.1484745075
#> 36           1.222783e+00           0.790807095          0.0108243235
#> 37           1.034358e+00           0.533188674          0.2354077547
#> 38           1.025105e+00           0.231446975         -0.0977956823
#> 39           6.558080e-01           0.019887488          0.1160020739
#> 40           9.911931e-01           0.426624399         -0.0066377709
#> 41           1.215331e+00           0.374143380         -0.0341166767
#> 42           9.903733e-01          -0.234789673         -0.3032984494
#> 43           1.092588e+00           1.092588445          1.1711525264
#> 44           3.313804e+00           0.324654507          0.1072462984
#> 45           1.413518e+00           0.616918069         -0.2716576791
#> 46           6.075825e-03           0.107921256         -0.3954990090
#> 47           1.832671e+00           1.214960843          0.3198519552
#> 48           2.506884e+00           0.821005890          0.3223217349
#> 49           7.780297e-01           0.347018923         -0.0345390589
#> 50          -1.634793e-01          -0.111272286         -0.0708231188
#> 51           4.368624e-01           0.216944262          0.2131411245
#> 52           8.071671e-01          -0.145366295         -0.3417500950
#> 53           3.089271e+00           0.808711504          0.3968575838
#> 54           3.066755e-01           0.409132433         -0.0460991324
#> 55           1.162674e+00           0.660645310         -0.1567905872
#> 56          -1.719850e-01           0.886874201          0.1629718314
#> 57           5.259405e-01          -0.262817033         -0.3845402395
#> 58           5.832325e-01           0.363517981         -0.1824899583
#> 59           2.082699e-01           0.370288587         -0.4541698283
#> 60          -1.462634e-02          -0.319078082         -0.2158116082
#> 61           3.937939e-01           0.079734749          0.0603602542
#> 62           1.338996e+00           0.609898432          0.3274203877
#> 63           3.761502e-01          -0.294065005         -0.3470009599
#> 64           1.294663e+00          -0.003761440         -0.3749700281
#> 65           1.902440e+00           0.347461645         -0.3135213634
#> 66          -3.033396e-01          -0.288870587         -0.4213409482
#> 67           8.262813e-01           0.188469506         -0.2753585151
#> 68          -9.140862e-02           0.184626927         -0.2342976322
#> 69          -2.641755e-01          -0.055510907         -0.2580383315
#> 70           6.550394e-02           0.009221019         -0.1711191210
#> 71          -7.466979e-02          -0.042648412         -0.1165555672
#> 72          -2.058164e-01          -0.006138021         -0.2532500252
#> 73           5.164671e-01          -0.006375674         -0.0955357143
#> 74           4.081749e-01           0.211315824          0.1027019994
#> 75           1.491020e+00           0.620330692          0.0719123405
#> 76           1.459563e+00           0.294505846          0.0309388304
#> 77           2.071732e+00           0.433214284          0.1266196564
#> 78           1.045296e+00           0.074690645          0.1061801518
#> 79           8.796202e-01           0.231695737          0.3054055859
#> 80           3.754813e+00           0.626097293          0.0945405306
#> 81           9.058065e-01          -0.062420652         -0.5749232540
#> 82           7.430778e-01           0.586131535         -0.0608980102
#> 83           1.591876e-01           0.013757422          0.2656394738
#> 84           4.569334e-01           0.619298284         -0.3636224036
#> 85           2.286039e-01           0.434872496          0.3555624180
#> 86           3.977326e-01          -0.155246856         -0.2890433684
#> 87          -8.400347e-01          -0.381513648         -0.5905544148
#> 88           2.353333e+00           0.361239188         -0.3008681813
#> 89           1.832386e+00           0.136700490         -0.2321909896
#> 90           8.714956e-01           0.390514045         -0.0781227559
#> 91           3.049296e-01           0.334072329         -0.0247282245
#> 92           1.274604e+00           0.698627244         -0.1588579795
#> 93           2.050034e+00           0.598455008         -0.0878953371
#> 94           2.907035e-01           0.149946385         -0.2753826049
#> 95           1.094063e+00           0.486857332          0.4057517974
#> 96           2.622749e-01           0.688407685          0.2689138098
#> 97           9.612304e-01          -0.204651767         -0.4473137698
#> 98           3.679308e+00           2.725575993          1.6604473418
#> 99           9.500143e-01          -0.056827078         -0.5310589582
#> 100          9.271805e-01           1.038322389         -0.0420056981
#> 101          9.511562e-02          -0.306890882         -0.4725216185
#> 102          8.567904e-01           1.083418331          0.7228146158
#> 103          4.271738e+00           0.272133351         -0.1516923317
#> 104          4.933735e-01           0.572450466          0.0558611726
#> 105          8.304053e-01          -0.091845991          0.0429058560
#> 106          6.257114e-01           0.644971050          0.3713196960
#> 107          4.920603e-01           0.315223091         -0.1714239461
#> 108          2.302158e+00           0.301814798          0.0830997044
#> 109          6.689579e-01           0.141655886         -0.2072088881
#> 110         -1.460674e-01           0.032591560         -0.2936051255
#> 111          3.299448e-01           0.549942595         -0.1359238611
#> 112          4.133042e-01          -0.265725620          0.0149272066
#> 113          1.906290e-01          -0.309206554         -0.0958714817
#> 114          7.855763e-01           0.169988238          0.0003484789
#> 115          6.311387e-01           0.216965303          0.1018418514
#> 116          6.144381e-01           0.391850912          0.1686690765
#> 117         -1.348191e-02          -0.014611769         -0.1507369687
#> 118          2.443954e-01           0.048469719          0.0470546713
#> 119          3.244186e-03          -0.149337500         -0.3711207722
#> 120          4.024034e-01           1.219027989          0.1197343950
#> 121          2.220180e-01          -0.035126268          0.0958551500
#> 122          1.966954e+00           2.152617387          1.0432635358
#> 123          3.761461e-01           0.479253962          0.3499664324
#> 124          3.638318e-01           0.417498652          0.2017774283
#> 125          5.363298e-01           0.536329839          0.5363298386
#> 126          2.051067e-01          -0.050457626         -0.3357948290
#> 127          2.859035e+00           0.187136205         -0.1527970091
#> 128          3.769637e-01           0.127123525         -0.1270337292
#> 129          1.148966e+00           1.177460212          0.4258389845
#> 130          2.741262e+00           0.598505793          0.1886086493
#> 131          3.321940e-01           0.658901482          0.9750479846
#> 132          9.211956e-01           0.130315075         -0.0625609854
#> 133          1.133433e+00           0.311790435         -0.0131678431
#> 134          6.798500e-01           0.125895910         -0.0489656593
#> 135          5.291067e-01           0.659058916          0.2220188102
#> 136          1.143179e+00           0.022549168         -0.2407249247
#> 137          2.492826e+00           0.380726471         -0.1186539579
#> 138          6.787070e-01           0.525203633         -0.1557969130
#> 139          5.490128e-01           0.019551466         -0.3222995184
#> 140          2.547524e+00           0.851109114          0.0120022215
#> 141         -2.531959e-01           0.060350422         -0.2129094412
#> 142         -3.611299e-01          -0.235343902         -0.4533359357
#> 143          1.759826e+00           6.478239423          1.5589630520
#> 144          3.475106e+00          -0.209912332         -0.3509631081
#> 145          6.577711e-01           2.574621866          0.8033241594
#> 146          2.562892e-01          -0.130094213         -0.1913603956
#> 147          9.204231e-01           0.985615405         -0.2152463798
#> 148         -6.878617e-01          -0.492653414         -0.5918887601
#> 149          1.545605e-01          -0.147012637         -0.3667702898
#> 150          2.180872e+00           0.192539162          0.0580683984
#> 151          7.253390e-01           0.434036394          0.5260204643
#> 152          2.596716e-01           0.142865004          0.0985276714
#> 153          1.285979e+00          -0.045467942         -0.2303884933
#> 154          1.039542e+00           0.176165713         -0.2574818896
#> 155          9.357430e-02           0.280375414         -0.1283736310
#> 156          6.545944e-01           0.426384145          0.1364780271
#> 157          5.347633e-01           0.476164552          0.0788397388
#> 158          1.407471e+00           0.621203224          0.2192478160
#> 159         -5.338604e-01           0.053792249         -0.2160350791
#> 160         -6.503471e-01           0.231275304         -0.3485943775
#> 161          3.005656e-01           0.358121722         -0.1521227709
#> 162          1.327112e+00           0.442942998         -0.1526426462
#> 163          3.371770e-01          -0.192189289         -0.4119464796
#> 164          3.284235e-01          -0.147102828         -0.2573155052
#> 165          4.114530e-02           0.462808923          0.2571824739
#> 166          1.449179e+00           0.090083632         -0.2160838560
#> 167          1.391933e-01          -0.060408410         -0.0704919704
#> 168          1.666646e+00           0.803426241          0.3119918026
#> 169          3.422327e+00           1.184878255          0.2320262803
#> 170          6.542814e-01           0.273385255         -0.1734270363
#> 171          3.068293e+02           2.929602397          0.6491799531
#> 172          8.005760e-01           0.314874763          0.1042764840
#> 173          6.893619e-01           2.055927621          0.9201955803
#> 174          4.360523e+00           0.305316159         -0.3282943888
#> 175          4.722445e-01           0.201374880         -0.2563949357
#> 176          5.754249e-01          -0.122595080         -0.1727963280
#> 177          3.209468e-01           0.436992880         -0.0602570172
#> 178          2.021497e-01           0.347249023         -0.1197885186
#> 179          1.567987e+00           0.226750736         -0.2255233071
#> 180          5.665601e+00          -0.148075509         -0.5045152091
#> 181          1.547169e-01           0.299880262          0.0430811789
#> 182          4.790028e-01           0.408916242          0.0529602003
#> 183          4.521243e-01           0.086853346          0.0157462852
#> 184          9.184066e-01           0.814764905          0.3161341980
#> 185         -2.875018e-01           0.058065176         -0.2952841761
#> 186          9.986474e-01           0.217210105         -0.1539516129
#> 187          2.185826e+00           1.064762960          0.1631530979
#> 188          6.610884e-01           1.761241614          0.8342554276
#> 189          3.619898e-01           0.243942218         -0.2208493457
#> 190          1.950662e+00           0.283910990          0.1919908030
#> 191          1.809463e+00           0.111011793         -0.0638788774
#> 192         -2.227212e-01          -0.222721211         -0.2227212105
#> 193          1.205270e-01           0.024569280         -0.1739082855
#> 194          5.512994e-01           0.782790335         -0.0882886173
#> 195          6.392338e-01           0.370374414         -0.2285077395
#> 196          5.066429e-01           0.556171640          0.0824743656
#> 197          8.366287e-02          -0.367792244         -0.2641089267
#> 198          6.976782e-01           0.048787879         -0.1196371036
#> 199          5.543074e-01          -0.107338710         -0.1545218454
#> 200          6.920479e-01           0.079416516          0.2474690898
#> 201          7.021042e-01           1.290462106          0.1891166121
#> 202          5.666218e+00           0.876656319         -0.2158134531
#> 203          2.121394e-01           0.094351934         -0.1223337192
#> 204          8.245322e-02          -0.239490432         -0.3725063258
#> 205         -1.170547e-01           0.274625132         -0.0682257920
#> 206         -1.930054e-01           0.347029061         -0.1633503885
#> 207          1.199567e+00           1.187548844         -0.1125557237
#> 208          9.822948e-01          -0.073621981         -0.4707524922
#> 209          1.483789e+00           1.256349449         -0.0417478882
#> 210          5.086551e+00           0.258398071         -0.4626524216
#> 211          3.062928e-01           0.604465102          0.1912328458
#> 212         -5.763065e-01           0.463354887         -0.2878471355
#> 213          6.468755e-01           0.246743063          0.3625067840
#> 214          2.333104e-01           0.321320310         -0.2122489960
#> 215          1.166089e+00           0.767801200          0.2994360139
#> 216          2.080565e-02           0.039629954         -0.0845240978
#> 217          2.905957e-01           0.180345738          0.0273096263
#> 218          3.613561e-01          -0.275198621         -0.2320500208
#> 219          6.414817e-01           0.657369010         -0.1855380219
#> 220         -1.460806e-01           0.970911626          0.5251452811
#> 221          3.371927e-01           0.666343634         -0.0130627555
#> 222         -2.405290e-02           0.059035572         -0.1570016338
#> 223          1.683986e+00           0.548803791         -0.1786738897
#> 224          2.308910e-02           0.034533284         -0.2144749747
#> 225          9.070589e-02           0.104439428         -0.0244583278
#> 226          1.429346e+00           0.598530864          0.3261059679
#> 227          2.538325e+00           1.766466694          0.8083865013
#> 228         -1.143835e-01           0.522612342         -0.0790812229
#> 229          1.106865e+00           0.479586136          0.0300035986
#> 230          7.860723e-01           0.100259994         -0.1449677990
#> 231          1.238048e+00           0.078928643         -0.0581302068
#> 232          6.307451e-01           0.207175774         -0.1479596002
#> 233          8.062874e-01           0.037856992          0.1616298294
#> 234          1.456783e-01           0.618341200          0.1166754417
#> 235          4.811283e-01           1.109600235          0.1206588227
#> 236          8.547077e-01           0.749214275          0.1075279440
#> 237          9.917304e-01           0.210262276          0.2076481987
#> 238          3.206177e-01           0.547485336         -0.0905090216
#> 239          2.439304e-01           0.613352714          0.1679672376
#> 240          1.505441e-01           0.156016063         -0.0170119213
#> 241          9.025554e-01           0.174490698         -0.0774690701
#> 242          1.315992e+00          -0.094180387         -0.4764092358
#> 243          6.449153e-01           0.049853709         -0.1150611299
#> 244          6.857797e-02          -0.415083592         -0.5579448104
#> 245         -4.129435e-01          -0.241993637         -0.0554968288
#> 246          1.101393e+00           0.370597852         -0.0847978652
#> 247          9.692099e-02          -0.284143214         -0.3605581698
#> 248          6.847683e-01           0.010045856         -0.1145351630
#> 249         -7.445324e-03           0.326564596         -0.2227294197
#> 250          7.072339e-01           0.673154488         -0.1998811316
#> 251         -6.697642e-02          -0.034778236         -0.2331974097
#> 252          2.392793e+00           0.317148245         -0.2032420370
#> 253          9.412949e-01          -0.107303332         -0.3890422385
#> 254         -3.326219e-01           0.701531970         -0.3045622489
#> 255          1.222931e+00           0.385930599         -0.1536505490
#> 256          9.840385e-01           1.015075004          0.2315254168
#> 257          9.526317e-01           0.299092151          0.0252324306
#> 258          1.075300e+00           0.214512399          0.1349535460
#> 259          1.505849e+00           0.451876707         -0.0555882140
#> 260          4.233540e-01           0.130340423         -0.0250274799
#> 261          5.956452e-01           0.391468750         -0.2538883606
#> 262          4.177987e-01           0.174755511         -0.2829642895
#> 263          2.008319e-01           0.297875441          0.0159847343
#> 264          2.806151e-01           0.116452749          0.1992354772
#> 265         -5.650009e-01           0.351006258          0.1223024928
#> 266          2.555266e-01           0.572968498         -0.0863165618
#> 267          3.195881e+00           0.747515950         -0.0587572531
#> 268          2.462366e-01          -0.113799332         -0.0169095803
#> 269          4.126737e-01           0.955189083          0.0229215430
#> 270          3.076981e-01           0.564173105          0.2174169477
#> 271          3.370219e+00           0.801112419          0.0601056092
#> 272         -4.190744e-01           0.193017825          0.1049163122
#> 273          1.466605e+00           0.392186147          0.0838517735
#> 274          1.023799e+00           0.334506334          0.0263768232
#> 275          4.891011e-01           0.322554060         -0.2331017847
#> 276          2.111743e+00           0.357219632         -0.2479872116
#> 277          9.106366e-01           0.328774587          0.2493692790
#> 278         -2.761589e-01          -0.249356818         -0.1361876566
#> 279          8.915916e-01           0.091169943          0.0045327992
#> 280          6.492868e-01           0.088874852         -0.2437572077
#> 281         -1.970264e-01           0.367362660         -0.3072313282
#> 282          8.428578e-01           0.175116834         -0.0767501994
#> 283          1.337067e+00           0.603213413          0.0563866513
#> 284          6.045578e-01           0.732881417          0.0573731162
#> 285          6.036915e-01           0.147067744          0.2178672507
#> 286          2.218443e-01           0.556791365          0.0079446624
#> 287          1.943201e+00           0.237700128         -0.0107571972
#> 288         -3.652180e-01          -0.012105382         -0.0601635106
#> 289          1.979310e-01           0.416770637         -0.0937069649
#> 290          3.522262e-01           0.838521430          0.3239534710
#> 291          1.485534e+00           4.010342450          1.2070920550
#> 292          1.342698e+00           2.173849958          0.7882636841
#> 293          3.313122e-01          -0.499456339         -0.4902471661
#> 294          6.145852e-01           0.544966116          0.1561687420
#> 295          1.347622e+00           0.490523911          0.0762129444
#> 296          8.685264e-01           0.703876083         -0.0805911255
#> 297          5.028357e-01          -0.098459021         -0.1613866302
#> 298          1.566081e+00          -0.058994812         -0.0616807267
#> 299         -4.149818e-01          -0.481126154         -0.5895744681
#> 300          9.766951e-01          -0.127536793          0.0327868070
#> 301          8.108448e-01           0.267277413          0.1061313556
#> 302          1.530711e+00           1.349907628          0.7849674314
#> 303          2.521422e-01          -0.124129198         -0.3148486239
#> 304          6.587286e-01           0.113036972          0.2119747340
#> 305         -2.729678e-02          -0.448264102         -0.5658427931
#> 306          6.429365e-01           0.796808531          0.0780874781
#> 307          1.120516e+00           0.292387579         -0.2003691852
#> 308          1.080789e-01           0.473000833         -0.2246415295
#> 309          2.426903e+00           1.521252523          0.6800215988
#> 310          9.136452e-01           0.299064304         -0.2166984717
#> 311          2.917995e+00           0.204059552         -0.0980406802
#> 312          9.014188e-01           0.573484951         -0.0596862376
#> 313          6.349462e+00           1.009407614         -0.6423525718
#> 314         -5.565854e-01           0.129847360         -0.4620672723
#> 315          4.457198e+00           0.842331555          0.2596189626
#> 316         -3.454745e-01           0.476675274          0.1593098803
#> 317          6.873835e-01           0.127349318          0.0366573131
#> 318          4.098205e+00           0.827823631         -0.0314664681
#> 319          6.144513e-01           0.069714423         -0.0840439741
#> 320          1.316679e+00           0.019089621         -0.2181995021
#> 321          1.159694e+00           0.744921116         -0.1501430297
#> 322          2.170586e+00           2.413216336          0.9091684593
#> 323          2.101712e+00           0.684111152          0.0365112248
#> 324          3.195789e+00           0.253518845         -0.2687603066
#> 325          1.614198e+00           0.418315409         -0.0470837056
#> 326          1.206270e+00           0.794529271         -0.1170258755
#> 327          3.454655e-01          -0.575731089         -0.6005152795
#> 328         -4.991871e-01           0.298192751         -0.2029502251
#> 329          3.245114e-01          -0.289761523         -0.2311619559
#> 330          3.808527e-01           0.175004571         -0.2298746493
#> 331          1.600724e+00           0.301647976          0.0723710409
#> 332         -1.890002e-01           0.861709242          0.2985801444
#> 333          1.106922e+00          -0.006876108         -0.3496149826
#> 334          3.056513e-01           0.457752704          0.2565261922
#> 335          1.241845e+00           0.253082519          0.0064137643
#> 336          1.347421e+00           0.229600223         -0.0124795511
#> 337          2.076026e-01           0.194746123         -0.1918555302
#> 338          9.269504e-01           0.430578757          0.3446695092
#> 339         -2.090951e-01          -0.020682157         -0.1353533815
#> 340         -7.623008e-01          -0.175975976         -0.4755351682
#> 341          8.830454e-01           0.326491031         -0.0407453308
#> 342          1.931438e+00           2.217835387          0.1916170407
#> 343          3.011487e+00           0.289972487         -0.2811861754
#> 344          5.682322e-01           0.001590696         -0.1779007524
#> 345          5.771536e-01           0.369055375         -0.2466148755
#> 346          2.454568e+00           0.510635998          0.1805679918
#> 347          4.718213e-01           4.680940464          1.8806874483
#> 348          3.555465e+00           0.441514092         -0.0120842860
#> 349          1.223464e-01           0.347189010         -0.0280716203
#> 350          3.465377e+00           2.355836850          0.5731868132
#> 351          7.056694e-01           1.784410052          0.2784188932
#> 352          6.449470e-01           0.347178685         -0.1514306890
#> 353         -1.070677e-01          -0.107067669         -0.1034328647
#> 354          6.625414e-01           0.220289606         -0.1712704139
#> 355          6.713014e-01           0.100976035          0.1296278393
#> 356          4.548630e-01           0.443010735         -0.0547456950
#> 357         -5.978208e-01          -0.085668123         -0.3825216427
#> 358          9.102686e-01           0.369546483         -0.0783948321
#> 359          1.655101e+00           0.770646313          0.1534634801
#> 360          3.955339e+00           0.230716724         -0.2560346606
#> 361          5.457729e-01          -0.546344328         -0.6669421191
#> 362          5.353053e-01          -0.416394632         -0.6148875060
#> 363          1.866645e-01           0.040708890         -0.3892867297
#> 364          7.359947e-01           0.338305084          0.1607065297
#> 365          1.134013e+00           0.205990592         -0.2465872709
#> 366          6.829558e-01           0.329037569          0.0375646262
#> 367          1.038853e-01           0.343405278         -0.0041813040
#> 368          3.533890e-01           0.679588211          0.3259589036
#> 369          2.181175e-02           0.132938178          0.0303989403
#> 370          1.246157e+00           1.687110057          0.8333462737
#> 371          4.689074e-01           0.531001386         -0.1413316533
#> 372          2.716984e+00           0.064257307         -0.2601910647
#> 373          3.215924e-01           0.076789145         -0.2078725054
#> 374         -2.308971e-02           0.194155493          0.0658623503
#> 375          4.768648e-01           0.871938034          0.1672766389
#> 376          7.630856e-01           0.079950818          0.0237692321
#> 377          1.953203e+00           0.434519941          0.3077509004
#> 378          1.329900e+00           0.315802963         -0.0018035198
#> 379          1.634127e-01           0.562923867         -0.0402730721
#> 380          6.292199e-01           0.340753146          0.0644274692
#> 381          1.077411e+00           0.281480653         -0.1317623882
#> 382          1.084154e+00           0.797323734          0.1561260047
#> 383          7.279927e-01          -0.081490832         -0.2429413132
#> 384         -4.886747e-01           0.164683691         -0.4110786743
#> 385          3.492175e-01          -0.247286456         -0.4982435904
#> 386          3.237658e+00           1.851149982          0.4025611311
#> 387          1.990364e+00           0.238085950         -0.0274777250
#> 388          2.829092e-01           0.177463479         -0.1398580055
#> 389          1.885980e-01           0.423792311         -0.1834893034
#> 390          1.193626e+00           1.147393485          0.1348600130
#> 391          7.775274e-02           0.611974669          0.1207368677
#> 392          4.862325e-01           0.214636799          0.0151392386
#> 393          1.652505e-01           0.657506646         -0.0404682698
#> 394          2.477606e-01          -0.030554336         -0.1011774639
#> 395          7.829608e-01           1.011223303          0.0839961318
#> 396          1.461038e+00           0.610474092          0.1874940494
#> 397          2.141308e+00           0.241967087         -0.2235087084
#> 398          9.462693e-01           0.492036206         -0.2398042669
#> 399          6.345209e-01           0.056042755         -0.2506458150
#> 400          8.212743e-01          -0.043611642         -0.0964668394
#> 401          8.241372e-01          -0.032364541         -0.1389521870
#> 402          5.338049e-01          -0.023117828         -0.2569436934
#> 403         -6.243619e-01          -0.364864865         -0.4919529186
#> 404          1.506786e+00           0.016777982         -0.1624402561
#> 405          7.558980e-01          -0.402033874         -0.3800697858
#> 406          1.222966e+00           0.096743408         -0.0562298744
#> 407         -2.963592e-01           1.170920025          0.3716122881
#> 408         -2.260805e-01          -0.226080526         -0.1072710393
#> 409          3.031197e-01           0.374915316         -0.0978244282
#> 410          6.285794e-01           0.427831657          0.3041646502
#> 411          3.021069e+00          -0.074622828         -0.2968216319
#> 412          1.177935e+00           0.070332225         -0.2149984913
#> 413          4.780086e-01           0.865843446         -0.3052996121
#> 414         -1.533109e-01           0.724756215         -0.1758112187
#> 415          9.087268e-02          -0.245852187         -0.4310984689
#> 416          5.639221e-01           0.242267087          0.1801576155
#> 417          7.080939e-01           0.558135981         -0.0118900692
#> 418          9.743657e+00           0.368228474         -0.0113991416
#> 419          1.017601e+00           0.622140769          0.2318510689
#> 420         -2.657259e-01          -0.003187251         -0.2623820755
#> 421         -2.887460e-01          -0.414950556         -0.5263606810
#> 422          7.113366e-01           0.047724695         -0.2535179498
#> 423         -1.526598e-01           0.055974435         -0.2460259032
#> 424          1.480945e+00           0.298911962         -0.0518190177
#> 425          5.659503e-01           0.077885844         -0.2345560592
#> 426          1.420184e+00           0.628947786         -0.2853363041
#> 427          2.511759e-01           0.378646345         -0.3374680055
#> 428          3.522869e+00           0.634664088          0.0698893945
#> 429          7.985604e-01           0.461712842          0.0665173738
#> 430          1.273219e+00           0.241062131          0.0335308571
#> 431          3.468935e-01          -0.261771008         -0.2034618509
#> 432         -1.490048e-01           1.436704280         -0.1492956120
#> 433          2.215931e+00           0.099914743         -0.3436344556
#> 434          7.751471e-01           0.368951781         -0.1571989780
#> 435          1.640562e+00           0.192948638         -0.1638519035
#> 436          1.069823e-01          -0.405737048         -0.4199854776
#> 437          1.677301e+00           0.071006444         -0.2620403406
#> 438          1.141591e+01           0.930251256          0.2139985934
#> 439          1.387957e+00           0.259754382         -0.0868738589
#> 440          3.445553e-01           0.647935490         -0.1124577312
#> 441          2.221609e+00           0.346019487          0.0297831684
#> 442          8.812894e-01           0.205597623         -0.1309875016
#> 443          2.429078e+00           0.300862385          0.0093219381
#> 444          9.066960e-01           0.348555181         -0.2052106547
#> 445          1.917221e+00           0.302317288          0.0660709923
#> 446          4.836790e-01           0.491887348          0.0520302216
#> 447          7.309205e-01           0.268255188         -0.3104168843
#> 448          1.120431e-01           0.316562349         -0.1387845407
#> 449          1.430030e+00           0.001733102         -0.3621314835
#> 450          1.221531e+00           0.111287385         -0.2056198417
#> 451          3.689339e-01           0.276740049          0.0138253621
#> 452          4.862139e-02           0.349159133         -0.1751724970
#> 453          4.112934e-01           0.427717930         -0.0974943593
#> 454          9.376060e-01           0.837329761          0.0625984557
#> 455          1.429952e+00           0.231513584          0.0659475235
#> 456         -4.228220e-01           0.009663170         -0.2334940264
#> 457          1.040655e+00           0.306149731          0.0585346853
#> 458          1.856797e+00           0.711652329         -0.1373796520
#> 459          1.932552e+00           0.746644907          0.2807398744
#> 460         -5.274105e-02          -0.088240395         -0.3500300099
#> 461          1.263816e+00           1.522570257          0.8919149663
#> 462         -9.608791e-02           0.240650173         -0.0973295532
#> 463          8.484819e-01          -0.097945832         -0.1264790832
#> 464          1.438827e+00           0.030426030         -0.0422443429
#> 465          1.222136e-01          -0.194400103         -0.1711844301
#> 466          8.378026e-01           0.026755121          0.4089635854
#> 467         -2.170395e-01          -0.345332392         -0.4447584578
#> 468         -3.623050e-01          -0.362304996         -0.2853888049
#> 469          1.036542e+00           0.605084358          0.1587932567
#> 470          1.027742e+00          -0.026058188         -0.1218878826
#> 471         -5.262241e-01          -0.178934588         -0.3152592143
#> 472          5.672046e-01           0.387073014         -0.0923255863
#> 473          3.291029e-01           0.382333521          0.0098934721
#> 474         -4.761831e-01          -0.005961470         -0.2247127130
#> 475          8.266868e-01          -0.006229941         -0.0874773603
#> 476         -4.192410e-01          -0.424321960         -0.5346534653
#> 477          1.482095e+00           0.552610043          0.1301009718
#> 478          6.765689e-01           0.394187987         -0.2615441267
#> 479          8.682575e-01           0.202262029          0.1433253649
#> 480         -1.826820e-02           0.851649092         -0.0988332175
#> 481         -1.965739e-01          -0.196573933         -0.1965739328
#> 482          2.611297e+00           0.112422941         -0.3193196737
#> 483         -4.439637e-01           0.290862656         -0.2806767868
#> 484         -1.305522e-01           0.390064512         -0.1894697929
#> 485          3.717857e-01           0.274945766          0.0531611206
#> 486          1.122078e-01          -0.047764191         -0.2690955832
#> 487          6.118345e-01           0.893943490          0.5057081944
#> 488          4.876960e-01           0.030704387         -0.0458559404
#> 489          2.865228e+00           0.608047964          0.3282172512
#> 490         -5.068747e-01          -0.279588534         -0.3831766452
#> 491          7.507623e-01           0.153152432          0.1214178385
#> 492          6.316996e-01           0.167129066         -0.3047012130
#> 493          6.082316e-01           0.217366576         -0.1325317605
#> 494          1.998540e+00           0.111447739         -0.4758827131
#> 495         -1.468036e-02          -0.225635352         -0.2794569152
#> 496          2.157295e-01           0.787456137         -0.0117559717
#> 497          1.682889e+00           0.012211234         -0.2105113728
#>     YTD_change_percent 6_month_change_percent 3_month_change_percent
#> 1        -0.2509280742          -0.1244187765          -0.1273811366
#> 2        -0.3106287990          -0.1502524665          -0.0411392769
#> 3        -0.2672775803          -0.1605188471          -0.1228644029
#> 4         0.0357117356          -0.0718529450          -0.0824971957
#> 5        -0.2813430966          -0.1734870317          -0.0308628069
#> 6        -0.2742508142          -0.0695440382          -0.0163063562
#> 7         0.1888975746          -0.0287652485           0.0054987212
#> 8         0.3444701983           0.1456611729           0.0117830473
#> 9        -0.3280781575          -0.1815526056          -0.1102237168
#> 10        0.0257283867           0.2376399065           0.1202251900
#> 11       -0.2646756698          -0.1419489064          -0.0929057064
#> 12        0.0779687250           0.2320160744           0.1508291088
#> 13        0.0633651743          -0.0039843897           0.0141349114
#> 14       -0.1827377499          -0.0256166705          -0.0034469211
#> 15       -0.1267694466           0.1052879152           0.0532175489
#> 16       -0.2136021873          -0.1261748790          -0.1040591843
#> 17       -0.1383877159          -0.2202536043          -0.0730951889
#> 18        0.2371427909           0.5066779884           0.0652939891
#> 19       -0.2814402847          -0.1728103820          -0.0550990860
#> 20       -0.6158586689          -0.5074722959          -0.1128720526
#> 21       -0.2568902768          -0.1449399462          -0.1363659276
#> 22        0.0351798224           0.0915981825          -0.0165140976
#> 23        0.0772269654           0.0134828474          -0.0806918079
#> 24       -0.2382569795          -0.1793811519          -0.0175975925
#> 25        0.0039497150          -0.0758123907          -0.1406839691
#> 26       -0.2157368475          -0.1498063899           0.1355099808
#> 27        0.0437325624           0.0623102254          -0.0668670173
#> 28       -0.3663655316          -0.2468197588          -0.1083512615
#> 29        0.0788312794           0.1162007489          -0.0119712107
#> 30       -0.2349665924          -0.2130584192          -0.2421400993
#> 31        0.1726604951           0.1561520643          -0.0091745262
#> 32       -0.0296801541          -0.1825567770          -0.0689936597
#> 33       -0.0569629938          -0.1510274170          -0.0961353819
#> 34       -0.0969199018           0.1304924799           0.0068458114
#> 35       -0.1899224183          -0.0019097749          -0.0002071184
#> 36       -0.0771644195          -0.0838028383          -0.0085244388
#> 37        0.1104747262           0.0364387740          -0.0651211333
#> 38       -0.1628658026          -0.0521890986           0.0034465353
#> 39        0.0959369498           0.0767602782          -0.0499550342
#> 40       -0.1320598484          -0.0122309550           0.0614358568
#> 41       -0.0886575864          -0.0167238132          -0.0529991047
#> 42       -0.3660001994          -0.2160120846          -0.0389615297
#> 43        0.5096579787           0.2010127006          -0.1532121248
#> 44       -0.0747474245          -0.0046222224           0.0949432653
#> 45       -0.3689953166          -0.2683844329          -0.1709684565
#> 46       -0.4267959988          -0.3047794118          -0.0939147101
#> 47       -0.1441391304          -0.0038056680           0.1620855767
#> 48        0.1133677684           0.1858446664           0.1367924043
#> 49        0.0490852405          -0.0331309023          -0.1058075186
#> 50        0.0052255998           0.0136379346          -0.1485290828
#> 51        0.1275724965           0.0759790166          -0.0083146308
#> 52       -0.2611045912          -0.0539568345          -0.0170782477
#> 53        0.0317832083           0.1600263859           0.0523647580
#> 54       -0.1593891636          -0.1299739599           0.0005343959
#> 55       -0.1249417107           0.0509725588           0.0873797592
#> 56        0.1071142578          -0.1032082698          -0.2919044599
#> 57       -0.3992177651          -0.3635160472          -0.2172792622
#> 58       -0.2269422990          -0.2360431390          -0.0754727233
#> 59       -0.4650239236          -0.3167799802          -0.1236440039
#> 60       -0.3291992514          -0.3346453440          -0.2464086766
#> 61        0.0407352292          -0.0403195884          -0.0072963115
#> 62        0.2224763689           0.1045046660          -0.0529893315
#> 63       -0.2546165522          -0.2097368099          -0.1063239482
#> 64       -0.3444948847          -0.2276817041          -0.0949657378
#> 65       -0.3435705121          -0.1971870975          -0.1229569147
#> 66       -0.1722657553          -0.0423859581          -0.0369059166
#> 67       -0.2509286983          -0.0866332001           0.0221339971
#> 68       -0.2605685875          -0.2147125474          -0.0886306676
#> 69       -0.1827438903          -0.1833928926           0.2442713454
#> 70       -0.2035111265          -0.1623960096          -0.1566739336
#> 71       -0.1541206821          -0.0955216770          -0.0442990184
#> 72       -0.2793250005          -0.3276583109          -0.2687836744
#> 73       -0.0461393597          -0.1015521064          -0.0165048544
#> 74        0.1683439352           0.0496145221          -0.0585176447
#> 75       -0.2119412849          -0.1082088243          -0.1070154986
#> 76       -0.0395194230           0.1844522853           0.1908575215
#> 77       -0.0693744263          -0.0337941947           0.0874450138
#> 78        0.0454404306           0.1461157645           0.1413117175
#> 79        0.0825756118           0.2038193154           0.0785959825
#> 80       -0.0457204186           0.1628195907           0.1381848438
#> 81       -0.5262482626          -0.4767977329          -0.1412790698
#> 82       -0.2366554970          -0.1885635044          -0.0643812657
#> 83        0.1951665193           0.1397721805           0.0595669342
#> 84       -0.2318695115          -0.2771438031          -0.1266806150
#> 85        0.3364913543           0.2696671631           0.1824941881
#> 86       -0.3089149965          -0.1616208663          -0.1026024529
#> 87       -0.5044731610          -0.5274881517          -0.2863278454
#> 88       -0.2521335752          -0.1031550044           0.0045534430
#> 89       -0.2212762634          -0.0258915486          -0.0538103825
#> 90       -0.0561778745           0.0380815612          -0.1099903032
#> 91       -0.0691936750           0.0292949223           0.0759946357
#> 92       -0.2587779928          -0.1845280341          -0.0430696014
#> 93       -0.1147879043           0.0180684631           0.0530529099
#> 94       -0.3118961192          -0.1851036168          -0.2804073543
#> 95        0.0915048544           0.0768678161           0.0655135647
#> 96        0.1574074074           0.1723524221          -0.0152657077
#> 97       -0.4140340800          -0.1480862909           0.0568024862
#> 98        0.6920921322           0.5006048065           0.2412686426
#> 99       -0.4564201922          -0.3084481361          -0.1620228305
#> 100      -0.1380209614          -0.1563959131           0.0216291496
#> 101      -0.3469484792          -0.2917526116          -0.1650586343
#> 102       0.4315876159           0.1842952063          -0.0750797935
#> 103      -0.0688631489           0.0874148297           0.1607507024
#> 104       0.0090475865          -0.0577769554          -0.0785747073
#> 105      -0.1608039361          -0.1308317319          -0.0528462913
#> 106       0.2518577698           0.2345994692           0.0503320195
#> 107      -0.1050236903          -0.1838911790          -0.2102047530
#> 108      -0.0448120985           0.1190494714           0.0610649149
#> 109      -0.2665849453          -0.1755122281           0.0059184568
#> 110      -0.1523634382          -0.1805626430          -0.0624599785
#> 111      -0.1885270001          -0.2817390936          -0.0781312240
#> 112       0.0830954646          -0.0014619883           0.0148588410
#> 113      -0.1512676448          -0.0038296771          -0.0189293159
#> 114      -0.1323261216          -0.1720112389          -0.0129604551
#> 115       0.0789064069           0.0864498718          -0.0314933679
#> 116       0.0817861900           0.0191344059          -0.0172231220
#> 117      -0.2628191981          -0.2593686432          -0.1308109386
#> 118      -0.0555903306           0.0258568774           0.0105649391
#> 119      -0.2610590149          -0.2137726521          -0.1666666667
#> 120      -0.0435275620          -0.1290240854          -0.0031348497
#> 121       0.0504460860           0.0058199839           0.0631656206
#> 122       0.5921816666           0.2528592165          -0.0096150024
#> 123       0.1850310600           0.1652866856          -0.0126037578
#> 124       0.0136767896           0.1683966110           0.0261900484
#> 125       0.5363298386           0.8486541624           0.2158379324
#> 126      -0.2919733262          -0.2781562743          -0.1577977050
#> 127      -0.1929165018          -0.0186061432           0.0486759791
#> 128      -0.0560896388          -0.1506660553          -0.0283309958
#> 129       0.3284504112           0.2115980574          -0.0069000685
#> 130      -0.0586340263           0.0311401134           0.1316551931
#> 131       0.6854024601           0.4100719424          -0.1264435471
#> 132      -0.1546765045           0.0529473235          -0.0953051969
#> 133      -0.1268256916          -0.0459454876           0.0180967239
#> 134       0.0410954289           0.1068429258           0.0772105814
#> 135      -0.0141114293          -0.0300720321           0.0264332726
#> 136      -0.3226541983          -0.1482995234          -0.0233806508
#> 137      -0.1463459569           0.0057681068           0.0530048370
#> 138      -0.1481201998          -0.1220730793           0.0018976488
#> 139      -0.2207278481          -0.2264397906          -0.0933728779
#> 140       0.1133087614           0.1001856842           0.0555588789
#> 141      -0.1637666325          -0.2132883967          -0.2261425527
#> 142      -0.3939044205          -0.4238529342          -0.1508401907
#> 143       0.7075746199           0.3626575286          -0.0240520148
#> 144      -0.3705931651          -0.1783925706           0.1690881417
#> 145       0.2760998775           0.0326965308          -0.1072678383
#> 146      -0.2783911354          -0.0744674327          -0.1061879025
#> 147      -0.0974554748          -0.1622515611          -0.0793919146
#> 148      -0.4571516646          -0.4631097561          -0.2103139013
#> 149      -0.2635418684          -0.2371430482           0.0434504208
#> 150       0.0085714920           0.1931647493           0.0370907393
#> 151      -0.0129518930          -0.0141445732          -0.1593939394
#> 152       0.0749877725           0.0597438910          -0.0165824464
#> 153      -0.3044341167          -0.0871002028           0.0696925470
#> 154      -0.2902665202          -0.1920970822          -0.0487551096
#> 155      -0.0181301563          -0.0774885872          -0.2114103678
#> 156       0.1306042223           0.1082613806          -0.0006226417
#> 157       0.0660744576           0.1048123811          -0.0408044081
#> 158      -0.0648637247           0.1329722148           0.1370273306
#> 159      -0.2735167844          -0.2515811029          -0.1494607269
#> 160      -0.2441752097          -0.3152265691          -0.3064424173
#> 161      -0.2020519623          -0.2013257455          -0.1262947229
#> 162      -0.1699496839          -0.0692365800           0.0145144310
#> 163      -0.3276014109          -0.1810529529          -0.0878738222
#> 164      -0.2907840986          -0.0772325016          -0.0011399311
#> 165       0.0367122140           0.1348128878          -0.0002092820
#> 166      -0.2957159398          -0.1927806777          -0.0977056962
#> 167       0.0047581001           0.0296604855          -0.0446175253
#> 168       0.0486459545           0.0714131383          -0.0688211076
#> 169       0.1548153781           0.2663226241          -0.0212990583
#> 170      -0.0734366569          -0.0767952385          -0.0366397777
#> 171       0.5775117525           0.8772523255           0.5273352739
#> 172       0.0841434565           0.1462612824          -0.0090664135
#> 173       0.4642494854           0.2035806936          -0.0702031342
#> 174      -0.3678360386           0.1049603849           0.2415748494
#> 175      -0.3241396949          -0.0962616784          -0.0444035096
#> 176      -0.1962646208          -0.0501696338          -0.0288582881
#> 177      -0.1465454341          -0.1148567390          -0.0184345302
#> 178      -0.2083905987          -0.1410615704          -0.0401153538
#> 179      -0.2893740967          -0.1258440138           0.0397840070
#> 180      -0.5238421485          -0.3000537129           0.2690200852
#> 181       0.0142135571          -0.0810616613          -0.0358878490
#> 182       0.0392205547           0.1399021535          -0.0074569298
#> 183       0.0068146845           0.1196675223          -0.0182207931
#> 184       0.1107550203           0.0648863780          -0.0964372831
#> 185      -0.4277888446          -0.4827689691          -0.2104298694
#> 186      -0.2187802517          -0.0041765543          -0.0518752824
#> 187      -0.0706779210           0.0851024595           0.1614553603
#> 188       0.6496148595           0.2825435432           0.0126134366
#> 189      -0.3454701483          -0.2084115845          -0.0425608225
#> 190      -0.0800570666           0.0969639541           0.1471869282
#> 191      -0.1905483495           0.0056538427          -0.0523054492
#> 192      -0.2227212105          -0.1217101870          -0.0964541455
#> 193      -0.1493546270          -0.0032125105          -0.0018420352
#> 194      -0.1852064260          -0.2621273954          -0.0986041905
#> 195      -0.2426925966          -0.0885341176          -0.0095204154
#> 196      -0.0061033514          -0.0097253398          -0.0653510108
#> 197      -0.1388561004          -0.0303912807          -0.1107498111
#> 198       0.0003853936           0.0589495156           0.0242675348
#> 199      -0.0109899929          -0.0694018244          -0.1126342793
#> 200       0.0460349015          -0.0256094004          -0.0914789466
#> 201      -0.2418017663          -0.1212964441           0.1418705633
#> 202      -0.3103784085          -0.2373142136          -0.1679256051
#> 203      -0.1494382141          -0.0102809096           0.0441935484
#> 204      -0.4042599108          -0.2785535308          -0.1027759206
#> 205      -0.0667324460          -0.1755417129          -0.0344049633
#> 206      -0.1915227390          -0.1037443794          -0.0270437041
#> 207      -0.2239184524          -0.3022862642          -0.1858362314
#> 208      -0.3191647130          -0.1709802286          -0.1269323007
#> 209      -0.1177614262           0.0293501780           0.1063805844
#> 210      -0.3325755854          -0.2580237554          -0.0831088730
#> 211       0.1344215664           0.0315158036           0.0327762940
#> 212      -0.2015716109          -0.2173129095          -0.0431710737
#> 213       0.1577880665           0.1388563089           0.0997942209
#> 214      -0.3308886236          -0.1728863588           0.0171117449
#> 215       0.1311970136           0.2845771087           0.1313230086
#> 216      -0.1192083749           0.0463729262          -0.0254733181
#> 217       0.0603574895          -0.0423402737           0.0088751594
#> 218      -0.0707163126          -0.0869935434          -0.0519822534
#> 219      -0.1154542553          -0.0335230183           0.0237993791
#> 220       0.3647414013          -0.0405261989          -0.2480657640
#> 221      -0.0358891010          -0.0590576363          -0.0894085282
#> 222      -0.1903225222          -0.1543162567          -0.0680614078
#> 223      -0.1979829455          -0.1864891638          -0.0460575763
#> 224      -0.2340763240          -0.1342005312          -0.0979784362
#> 225      -0.0533986844          -0.1595281722          -0.1462308050
#> 226       0.1977757315           0.1291275099           0.0803938309
#> 227       0.6947884575           0.2865574366           0.0138356838
#> 228      -0.1137675185          -0.1276010296          -0.1213787203
#> 229      -0.1577201066          -0.1279798788          -0.0774150731
#> 230      -0.1155956113          -0.0646498135          -0.1258714175
#> 231      -0.2728055119          -0.0469193210          -0.0274829850
#> 232      -0.0595499811           0.0342564641          -0.0118459737
#> 233       0.0629442807           0.0649986969           0.0560592121
#> 234       0.0543901128          -0.0220887840          -0.1155505988
#> 235       0.1537009063           0.0265686955           0.0180335790
#> 236      -0.1554858445          -0.0765501396          -0.1847790801
#> 237       0.0529403735           0.1288701627           0.0570903962
#> 238      -0.0952747340          -0.1039932734          -0.0085624155
#> 239       0.2865477327           0.1945213848           0.1071378518
#> 240       0.0117745476           0.0760524276          -0.0520375957
#> 241      -0.1227927859           0.0743843573           0.0728729612
#> 242      -0.4686085715          -0.3302708393          -0.1221996438
#> 243      -0.1817830542          -0.0755116967          -0.0286893807
#> 244      -0.4601776890          -0.3767033901          -0.2041773231
#> 245      -0.0261580381           0.0447237650          -0.0739733126
#> 246      -0.2184946028          -0.0598528550          -0.0037526897
#> 247      -0.3354978786          -0.2881332062          -0.2436180271
#> 248      -0.2373880818          -0.1881184239           0.0126406568
#> 249      -0.0648956290          -0.0423849154          -0.1264478072
#> 250      -0.2249304094          -0.2255508521          -0.1077513709
#> 251      -0.2317951525          -0.1707504774          -0.1350390224
#> 252      -0.2998606153          -0.0766832988           0.0632539611
#> 253      -0.4124965210          -0.2808081496          -0.0788532030
#> 254      -0.2289720670          -0.1915160713          -0.1075814216
#> 255      -0.2214149004          -0.0611991965          -0.0037641723
#> 256       0.0635233252           0.1435013011           0.0005992164
#> 257      -0.1007434294          -0.0645491326           0.0465511500
#> 258       0.1888277762           0.1276480199           0.0498697432
#> 259      -0.0788834242           0.0389288835          -0.0876645901
#> 260      -0.0208408835           0.0026287954          -0.0867871831
#> 261      -0.3197033154          -0.1545929243           0.0056016116
#> 262      -0.2661040152          -0.2193015721          -0.1264569209
#> 263      -0.1719144020          -0.1383758429          -0.0586162716
#> 264       0.1565971455           0.1344086022           0.0578713651
#> 265       0.0638385786           0.0186882608           0.1035830731
#> 266      -0.1890702688          -0.2586245736          -0.0701311806
#> 267      -0.1909350637           0.0443805476           0.1504510087
#> 268      -0.0774067951           0.0003568289          -0.0206190244
#> 269      -0.1039566995          -0.0955163094          -0.0770721260
#> 270       0.2536308424           0.1467737552          -0.0327657602
#> 271      -0.1569197691           0.0111568453          -0.0291781719
#> 272       0.0949230164          -0.0106258421           0.0178653939
#> 273       0.0839464793           0.0511587080          -0.0814191486
#> 274       0.1076056439           0.0114589667          -0.0239471966
#> 275      -0.2665152497          -0.1668717737          -0.1088594521
#> 276      -0.3655073142          -0.2039507616          -0.1434672919
#> 277       0.2870882976           0.1978891507           0.1908028478
#> 278       0.0077045696          -0.1480233603           0.0956094743
#> 279       0.1012255099           0.0077091826          -0.0740952424
#> 280      -0.2990009913          -0.1069443333          -0.0055300600
#> 281      -0.2870716735          -0.3004082545          -0.1766178153
#> 282      -0.1673512082          -0.0303726248          -0.1284114130
#> 283      -0.2330186315          -0.2716597905          -0.0386427898
#> 284      -0.0871710248           0.1408925122           0.0362763916
#> 285       0.2214013380           0.0600949126          -0.0431241122
#> 286      -0.0146074043          -0.0794717335          -0.1375579833
#> 287      -0.2148318993          -0.0740476267           0.0125348989
#> 288      -0.1036022527           0.1149450299          -0.1392000000
#> 289       0.0109450189          -0.0485776307          -0.2126419592
#> 290       0.2065010225           0.0054089494           0.0178097345
#> 291       0.6085395248           0.2031569071          -0.1551397281
#> 292       0.6626060242           0.3798083027           0.0281646561
#> 293      -0.4001174051          -0.3508186920          -0.1469377521
#> 294      -0.0482808133          -0.0981123040          -0.0903264236
#> 295      -0.0352890296           0.0746839279           0.0335061241
#> 296      -0.2002697447          -0.0866268502           0.0065531550
#> 297      -0.2623218712          -0.0899440693          -0.1134569963
#> 298      -0.0722276737          -0.0979700794          -0.0707449828
#> 299      -0.5624196597          -0.4888712242          -0.2751753507
#> 300      -0.0963361963          -0.0925799022          -0.0640276425
#> 301      -0.0308078261           0.0415370403           0.0258230338
#> 302       0.4378240534           0.2978429304           0.0651719608
#> 303      -0.1236871966          -0.1434753085          -0.0904662187
#> 304       0.1846429083           0.1896099050          -0.0331916590
#> 305      -0.5190129330          -0.2313759027          -0.1709116999
#> 306       0.0747954894          -0.0271777045          -0.0224022886
#> 307      -0.2623717749          -0.1351345750          -0.0562449115
#> 308      -0.2516791535          -0.2556601306          -0.0374776066
#> 309      -0.2332532798          -0.0780923948          -0.0900110920
#> 310      -0.3792619863          -0.3582491103          -0.2124542375
#> 311      -0.1976641909          -0.0942626952          -0.0167651283
#> 312      -0.2286124962          -0.1610731779          -0.0470193046
#> 313      -0.4617686432          -0.0966761382          -0.0742245700
#> 314      -0.3986716434          -0.2406598738          -0.2272695211
#> 315       0.0642291247           0.0633599296           0.1095778157
#> 316       0.1791358403           0.0327461231          -0.0163784761
#> 317      -0.0432833089          -0.0497326284          -0.0105428528
#> 318      -0.0306243546           0.0363687996           0.0475415785
#> 319      -0.0717409413           0.0541563202          -0.0057990409
#> 320      -0.2448906830          -0.0908769246          -0.0453378945
#> 321      -0.0932999662          -0.0651961354           0.0136855134
#> 322       0.5793551158           0.2528344441           0.0345572607
#> 323      -0.0791930331           0.1239138562           0.1178510897
#> 324      -0.2497874710          -0.1060806960           0.0209000213
#> 325      -0.1268530454           0.0616580338           0.1743928562
#> 326      -0.1689809041          -0.0512497279           0.0343119466
#> 327      -0.6293738796          -0.4286591607           0.1439110610
#> 328      -0.0857719758          -0.1788033872          -0.1060329068
#> 329      -0.2924184652          -0.3536935323          -0.3658386278
#> 330      -0.2186198169          -0.2175697310          -0.0186651584
#> 331      -0.0461428143           0.1541223899           0.1372852899
#> 332       0.3682539527           0.5972094731           0.0827081705
#> 333      -0.3472373939          -0.2161671675          -0.0641580664
#> 334       0.1195483227           0.0580823397          -0.0420689787
#> 335      -0.0811480854           0.0287604901           0.0619621602
#> 336      -0.1381574577          -0.0191483002           0.0548330567
#> 337      -0.1920321155          -0.1794783581          -0.1472922955
#> 338       0.2674432488           0.1927691826           0.0341431595
#> 339      -0.1132223624          -0.1938032951          -0.0854739421
#> 340      -0.3384763742          -0.3017811705          -0.1530864198
#> 341      -0.0044171235           0.1190716962          -0.0933706532
#> 342       0.2407732337           0.0890753749           0.0248566579
#> 343      -0.4469344488          -0.3266461762          -0.1354292174
#> 344      -0.2849749614          -0.1408238756          -0.0543381918
#> 345      -0.2546725937          -0.1257946730          -0.1376144154
#> 346      -0.0105348116           0.0673275191           0.0794790991
#> 347       1.5479361890           0.9066753078           0.0399199170
#> 348      -0.2021787656          -0.0588752365           0.0814340880
#> 349      -0.0476468739          -0.1718619375          -0.0783106087
#> 350       0.0538869258           0.1272440945           0.1707556428
#> 351       0.1546550370           0.0436450963          -0.0177469077
#> 352      -0.1336218552          -0.0140515810           0.0302818680
#> 353      -0.0004814118          -0.1961989333          -0.2299572314
#> 354      -0.1267080154          -0.0344395630          -0.0104622929
#> 355       0.0308652302          -0.0114827100           0.0539954476
#> 356       0.0363691425          -0.0569329074          -0.1234556063
#> 357      -0.1749502982          -0.1434380128          -0.2588116578
#> 358      -0.1205227699          -0.0641891056           0.0173884280
#> 359      -0.0387119935           0.0994592334           0.0443423886
#> 360      -0.1314819721           0.0743653915           0.2253635993
#> 361      -0.5084314349          -0.1644131963           0.0879004812
#> 362      -0.3793635487          -0.3594745223          -0.0030978934
#> 363      -0.3604214737          -0.2021850937          -0.0790229427
#> 364       0.0213387683           0.0536688492           0.0261250355
#> 365      -0.3148706487          -0.2483758154          -0.1187166844
#> 366      -0.1883195684          -0.0031829166          -0.1247763806
#> 367       0.0429899838          -0.0584951915          -0.0860850173
#> 368       0.3132120414           0.1116966942          -0.0839318385
#> 369       0.1139788796           0.0792093001          -0.0243150157
#> 370       0.4781522006           0.1529471422          -0.0807857143
#> 371      -0.1722280178          -0.1855302691          -0.0647086232
#> 372      -0.3723767483          -0.2095177868          -0.1288023978
#> 373      -0.2592649186          -0.0981915177          -0.0259780405
#> 374       0.0074195316           0.1457824513          -0.0101214171
#> 375       0.0791949637           0.0888288800           0.0596141903
#> 376      -0.1148356017          -0.0898775502          -0.0370220979
#> 377       0.2225879871           0.1691219535           0.0409415381
#> 378      -0.2282192158          -0.1247087193           0.0158169867
#> 379      -0.0583512545          -0.1054647280          -0.0620421243
#> 380       0.0155136498           0.0446314029          -0.0264134086
#> 381      -0.0541477507           0.0275286944          -0.0342182891
#> 382      -0.0310027372           0.0006825740           0.0749370130
#> 383      -0.2772268335          -0.1509715004          -0.0987053772
#> 384      -0.3990090172          -0.3603224063          -0.0946329821
#> 385      -0.3880682908          -0.3053135889          -0.1469827970
#> 386       0.2635590377           0.3380565753           0.1716832283
#> 387      -0.2361309297          -0.1827719492          -0.0046616475
#> 388      -0.2617388461          -0.0336922838          -0.1257995736
#> 389      -0.1971613126          -0.2884542822          -0.0403824601
#> 390       0.0745200484          -0.0425104554           0.0805920487
#> 391       0.1056556081          -0.0356028771          -0.0273530941
#> 392      -0.0026563494           0.0555878512           0.0151009148
#> 393      -0.1487257976          -0.0461939573          -0.0804089802
#> 394      -0.0559602230          -0.0363365985          -0.1394630485
#> 395       0.0235409766          -0.0813834858           0.0120739454
#> 396       0.0447506838           0.2051494567           0.0608088044
#> 397      -0.1460836070          -0.0951520361           0.0636721918
#> 398      -0.2927370268          -0.3501490721          -0.1250108291
#> 399      -0.3113991522          -0.1115261923           0.1275409298
#> 400       0.0168901682           0.0791592073          -0.0556813856
#> 401      -0.1633103536          -0.0834641802          -0.0752935299
#> 402      -0.2308478831          -0.0521007819           0.0031868369
#> 403      -0.4499349805          -0.4949856734          -0.2730709744
#> 404      -0.2234321033          -0.0396706297           0.0117721409
#> 405      -0.3498209578          -0.2059685713           0.0007874016
#> 406      -0.1454568176           0.0833068476          -0.0476920921
#> 407       0.3202933985          -0.0007604563          -0.1823273180
#> 408      -0.3280213823          -0.2762612326          -0.1453245980
#> 409      -0.1887332515          -0.2004656968          -0.1444629181
#> 410       0.2780597190           0.1952891797           0.0071852818
#> 411      -0.3149235107          -0.2335970219          -0.0663461337
#> 412      -0.3259856138          -0.1139637360          -0.1450560882
#> 413      -0.4359595849          -0.4796542634          -0.1408402539
#> 414      -0.3251805794          -0.2282326270          -0.0639061496
#> 415      -0.3296292732          -0.2565719691          -0.0524212765
#> 416       0.0654492397           0.0465511634           0.1364028544
#> 417       0.0357165866           0.0517333425          -0.0057923598
#> 418       0.0262323128           0.0359802828           0.0270009987
#> 419       0.1729202414           0.2241626540           0.0370527544
#> 420      -0.1239495798          -0.1685866194          -0.1805676856
#> 421      -0.5168011777          -0.4370192209          -0.2421826687
#> 422      -0.2684786165          -0.0804240595           0.1020591174
#> 423      -0.2453254500          -0.2090968167          -0.0450378020
#> 424      -0.1710788636          -0.1514325039          -0.1430550966
#> 425      -0.2212245285          -0.2164486728          -0.1216494320
#> 426      -0.3946685539          -0.3411643880          -0.1655623755
#> 427      -0.2615431882          -0.2107978798          -0.0622953561
#> 428      -0.0366350068           0.1409288125           0.0992073322
#> 429       0.0832705106          -0.0304611193          -0.0043419406
#> 430       0.2331436455           0.1399649291           0.0664379987
#> 431      -0.2827481431          -0.2287633107           0.0134361584
#> 432      -0.1175516114          -0.1210162892           0.0370066151
#> 433      -0.2957298746          -0.1853581543          -0.0329857693
#> 434      -0.2047345801          -0.1163033219          -0.0169568545
#> 435      -0.1217468928          -0.1048223409          -0.0364380603
#> 436      -0.3151884026          -0.3441972546          -0.2263070781
#> 437      -0.4475635752          -0.2481134034          -0.1758683729
#> 438      -0.1821665815           0.0671711426           0.1377512736
#> 439      -0.0825921467           0.0055399920          -0.0413759753
#> 440      -0.1624673386          -0.0954457330          -0.0212131080
#> 441      -0.1541927185           0.0264200607          -0.0145181609
#> 442      -0.1602204338          -0.0488059785          -0.0217169808
#> 443      -0.1879590469          -0.0386004002          -0.0026481555
#> 444      -0.2228082814           0.0147744692           0.1127275952
#> 445       0.0199451963          -0.0203477112           0.0599419318
#> 446       0.0778446209          -0.0278641271          -0.0568160362
#> 447      -0.2430324579          -0.0556588925          -0.0466560740
#> 448      -0.1536378294          -0.2188120561          -0.0090091943
#> 449      -0.0638593244           0.1465004250           0.0072193179
#> 450      -0.2968491495          -0.1201618906           0.0435334363
#> 451      -0.0970891473          -0.1571413196          -0.1398286467
#> 452      -0.1573181364          -0.1745119695          -0.1057035683
#> 453      -0.2108452603          -0.1603913344          -0.0378828442
#> 454      -0.0021099093           0.0883434285          -0.0320175026
#> 455      -0.0720593445          -0.0558959253           0.0394157303
#> 456      -0.1646870717          -0.2023991276          -0.2445775666
#> 457      -0.0500662322          -0.0371989765           0.0980125052
#> 458      -0.0778536820          -0.0312667952           0.0301216970
#> 459       0.0608778516           0.1197249951           0.0473810033
#> 460      -0.2163322930          -0.2983681372          -0.1879801536
#> 461       0.6691523177           0.4604750259          -0.0672458497
#> 462      -0.0399694698          -0.0945255351          -0.1511274363
#> 463      -0.2612481286          -0.1245623045           0.0634641561
#> 464      -0.1667935483           0.0614867411           0.0649586052
#> 465      -0.1366162544          -0.1809425694          -0.1479746421
#> 466       0.2826958106           0.2231003040           0.0290432178
#> 467      -0.4266403296          -0.2840817775          -0.1714358759
#> 468      -0.2474101158          -0.3054628022          -0.1840105715
#> 469       0.1458116904           0.2290829375           0.1030303825
#> 470      -0.0587937307          -0.0712933095          -0.0452397042
#> 471      -0.3229324409          -0.3608827143          -0.2244283564
#> 472      -0.1796638518          -0.0719134027          -0.0012898014
#> 473      -0.0132562326          -0.0385688666          -0.0457832037
#> 474      -0.2863005388          -0.2022673335          -0.1666010751
#> 475      -0.0796417596          -0.0235614040           0.0287446579
#> 476      -0.4409515718          -0.5339943343          -0.2985074627
#> 477       0.0361927363           0.1913792241           0.0696651301
#> 478      -0.1926731079          -0.0705700603          -0.1022204978
#> 479       0.1036044338           0.1698380714          -0.0094817148
#> 480      -0.0680590321          -0.1773312378          -0.0352441949
#> 481      -0.1965739328          -0.1965739328          -0.1357729429
#> 482      -0.3516036374          -0.2131230263          -0.0537113877
#> 483      -0.3024076062          -0.1408876298          -0.2692369478
#> 484      -0.0556203420          -0.0987938004          -0.1543886858
#> 485      -0.1017637217          -0.0890810738          -0.1188571542
#> 486      -0.3004859237          -0.2043604622          -0.1191090800
#> 487       0.3786941959           0.1697996013          -0.0541456394
#> 488      -0.1249736831          -0.0637417890          -0.0287191769
#> 489       0.1037833977           0.1958373776           0.1583397022
#> 490      -0.2670507996          -0.2898484676          -0.0448973337
#> 491       0.1225165464           0.1303653888          -0.0114227965
#> 492      -0.2193115633           0.0261917876           0.0821790246
#> 493      -0.1805105297          -0.0844769209          -0.0589467184
#> 494      -0.4822580645          -0.2628985577          -0.1029604401
#> 495      -0.1501897865          -0.1479092033          -0.1007839598
#> 496      -0.0892132119          -0.1938133315          -0.0035944043
#> 497      -0.3413860345          -0.1758825155          -0.0692419057
#>     1_month_change_percent 30_day_change_percent 5_day_change_percent
#> 1            -6.045425e-02         -7.056147e-02        -0.1106060606
#> 2            -3.036840e-02         -4.197409e-02        -0.0670605141
#> 3            -7.355214e-02         -7.665821e-02        -0.0741413774
#> 4            -9.791598e-02         -8.948247e-02        -0.0387733521
#> 5            -9.488744e-02         -1.166324e-01        -0.0464016551
#> 6             2.016603e-03         -1.827582e-02        -0.0544260839
#> 7            -1.453816e-02         -1.106779e-02        -0.0204310452
#> 8             1.184319e-01          1.339364e-01         0.0267109939
#> 9            -2.994042e-02         -5.571252e-02        -0.1035983579
#> 10            7.024440e-02          4.593285e-02        -0.0359479640
#> 11           -6.626862e-02         -9.129456e-02        -0.1614819824
#> 12            2.684540e-01          1.585752e-01         0.0019546521
#> 13            9.399909e-02          8.585516e-02        -0.0379402723
#> 14            1.691332e-02         -9.457707e-03        -0.0563144892
#> 15            1.023162e-01          7.370102e-02        -0.0055745165
#> 16           -1.719167e-02         -2.685557e-02        -0.0515251443
#> 17            2.511989e-02          1.999546e-02        -0.0123212321
#> 18            2.299287e-01          2.193636e-01         0.0671802089
#> 19           -1.705946e-03         -3.186275e-02        -0.0315660435
#> 20           -3.868855e-02         -1.055802e-01        -0.0643762508
#> 21           -6.267396e-02         -6.375228e-02        -0.0825739784
#> 22            6.841676e-02          3.731468e-02        -0.0276389756
#> 23            6.898615e-02          8.043891e-02        -0.0395545315
#> 24           -2.405802e-02         -3.396953e-02        -0.0586127464
#> 25            4.107102e-02          4.272727e-02         0.0090169342
#> 26            8.084649e-02          6.926726e-02        -0.0541127107
#> 27           -3.571429e-02         -4.754601e-02        -0.0048076923
#> 28            1.514139e-02         -5.345260e-03        -0.0497133924
#> 29            6.040944e-02          2.965457e-02        -0.0262968670
#> 30           -1.646385e-02         -1.453488e-03        -0.0303458010
#> 31            6.573721e-02          5.121661e-02        -0.0297312750
#> 32            3.745961e-02          3.398186e-02        -0.0303870809
#> 33            9.139375e-03          4.971281e-02        -0.0552584670
#> 34            1.126684e-02         -2.867237e-02        -0.0481760869
#> 35            3.031200e-03         -2.431622e-02        -0.0425828528
#> 36            7.639195e-02          5.150999e-02        -0.0347685608
#> 37            1.085743e-02          7.385704e-03        -0.0384134710
#> 38            3.423272e-02          1.665976e-02        -0.0484096199
#> 39           -3.659459e-02         -2.899537e-02        -0.0406999920
#> 40            1.397286e-02         -1.616478e-02        -0.0472162606
#> 41           -5.738727e-02         -6.483173e-02        -0.0555357143
#> 42           -4.077399e-02         -7.990376e-02        -0.0637287387
#> 43            1.418016e-01          1.280180e-01         0.1114799447
#> 44            4.501110e-02          4.129211e-02        -0.0460587687
#> 45           -4.259948e-02         -5.807699e-02        -0.0533052391
#> 46           -5.723402e-02         -8.700270e-02        -0.0888503421
#> 47            1.276810e-01          6.676494e-02        -0.0536153846
#> 48            8.303041e-02          6.611382e-02        -0.0157315155
#> 49           -5.765429e-02         -5.770871e-02        -0.0560641234
#> 50           -2.718869e-02         -3.713671e-02        -0.0293000543
#> 51            1.474712e-03         -2.725024e-02        -0.0171171935
#> 52            2.143454e-02         -2.069193e-02        -0.0665798104
#> 53            1.423099e-02          1.528785e-02        -0.0724972021
#> 54            3.577614e-02         -1.375801e-02        -0.0263280305
#> 55            2.491992e-02         -1.903352e-03        -0.0419690434
#> 56            5.055785e-02          5.392226e-02         0.0385532591
#> 57           -2.024599e-01         -2.154704e-01        -0.0678404135
#> 58            1.309914e-02          2.130852e-02        -0.0408680947
#> 59            8.416321e-02          4.616416e-02        -0.0473357475
#> 60           -1.441617e-01         -3.915966e-02        -0.0666122449
#> 61            3.843006e-02          4.026075e-02        -0.0408271274
#> 62            4.540456e-02          7.669903e-02        -0.0155348424
#> 63           -4.564371e-03         -4.923708e-02        -0.0676474286
#> 64           -9.403867e-02         -1.153503e-01        -0.0292434339
#> 65           -9.456859e-02         -1.095973e-01        -0.0453456585
#> 66           -6.730227e-02         -7.287582e-02        -0.0723994582
#> 67            5.148293e-02          2.494015e-02        -0.0524059676
#> 68           -2.052239e-02         -2.393679e-02        -0.0430622010
#> 69            5.407137e-02          3.419448e-02         0.0098821507
#> 70            1.777820e-02         -1.029834e-03        -0.0843156422
#> 71            1.987644e-02         -1.094035e-02        -0.0246596455
#> 72           -9.433333e-02         -9.513766e-02        -0.0560509554
#> 73            5.209625e-03         -1.554908e-02        -0.0356972870
#> 74           -4.838925e-02         -4.698795e-02        -0.0549581840
#> 75           -1.313022e-02         -2.389386e-02        -0.0502707729
#> 76            9.981037e-02          8.175827e-02        -0.0115889337
#> 77            3.348629e-02          1.261845e-02        -0.0324067192
#> 78            4.598177e-02          2.907214e-02        -0.0192905230
#> 79            1.402156e-01          6.699362e-02        -0.0154542350
#> 80            6.850866e-03         -3.153251e-02        -0.0542969581
#> 81            1.002963e-02         -1.292047e-02        -0.0513808606
#> 82           -8.173183e-03         -4.691148e-02        -0.0534082923
#> 83            4.386326e-02          3.196254e-02        -0.0120834145
#> 84            1.376831e-02          2.534513e-02        -0.0212993494
#> 85            1.633110e-01          1.480978e-01        -0.0235447061
#> 86           -4.630709e-02         -8.144519e-02        -0.0651293238
#> 87            1.265537e-01          9.560440e-02         0.0101317123
#> 88            1.770359e-02          1.925025e-02        -0.0527306968
#> 89           -8.874874e-02         -1.088666e-01        -0.0526415811
#> 90            3.600540e-02          2.172061e-02        -0.0188139059
#> 91           -3.835398e-02         -4.233309e-02        -0.0277104540
#> 92           -2.838850e-02         -5.052532e-02        -0.0528732925
#> 93            3.076284e-02          1.137964e-02        -0.0434923787
#> 94           -3.589266e-02         -4.917348e-02        -0.0068021278
#> 95           -2.778078e-02         -2.609637e-02        -0.0718266254
#> 96            4.500946e-02          1.349302e-02        -0.0275650842
#> 97            1.335185e-01          1.198317e-01        -0.0559839605
#> 98            2.555670e-01          2.646541e-01         0.1434782609
#> 99           -1.371335e-01         -1.667955e-01        -0.0587343168
#> 100           1.536844e-01          6.524219e-02        -0.0266720823
#> 101          -1.054124e-01         -2.252170e-02        -0.0631298684
#> 102           1.047486e-01          9.644797e-02         0.0362737016
#> 103           7.805298e-02          5.782127e-02        -0.0265508952
#> 104           3.481283e-02          4.385586e-02        -0.0352477814
#> 105          -9.425772e-02         -1.107330e-01        -0.0383314543
#> 106           3.690897e-02          4.263963e-02        -0.0276810704
#> 107          -1.113168e-01          3.224816e-02        -0.0293608009
#> 108           2.912128e-02          2.683962e-03        -0.0377989554
#> 109           2.800179e-02          5.918457e-03        -0.0577002053
#> 110          -3.971543e-02         -3.750967e-02        -0.0537920547
#> 111           9.288379e-03          8.747350e-03        -0.0441251924
#> 112           8.167684e-03          6.385069e-03        -0.0031137491
#> 113           1.721957e-02          4.147370e-04        -0.0278094982
#> 114           1.836828e-03         -1.588813e-02        -0.0283070223
#> 115           3.761427e-02          1.005650e-02        -0.0307301945
#> 116           1.587050e-03         -1.482985e-02        -0.0316096363
#> 117          -7.603767e-02         -2.806299e-02        -0.0568513120
#> 118           5.713560e-03          2.525571e-04        -0.0487570554
#> 119          -1.514872e-01         -6.622685e-02        -0.0486039297
#> 120           4.803382e-02          5.519732e-02        -0.0371852201
#> 121           5.584070e-02          3.688963e-02        -0.0138418079
#> 122           2.075078e-01          1.973656e-01         0.0663876736
#> 123           3.785490e-02          8.451010e-03        -0.0200895077
#> 124           3.033159e-02          1.776092e-02         0.0008343597
#> 125           4.582172e-01          2.536739e-01        -0.0001237011
#> 126          -6.902938e-02         -9.147444e-02        -0.0809445598
#> 127          -3.745013e-03         -2.703347e-02        -0.0457735496
#> 128          -3.643950e-02         -4.546707e-02        -0.0428295109
#> 129           1.036202e-01          9.683937e-02         0.0161421816
#> 130           1.996509e-02         -8.131598e-03        -0.0409536003
#> 131           3.222398e-02          4.053257e-02         0.0188118812
#> 132          -7.491068e-04         -4.304398e-02        -0.0373598312
#> 133           2.513352e-02          2.901293e-02        -0.0354714750
#> 134           7.103024e-02          4.106815e-02        -0.0265990025
#> 135           4.370502e-02          4.741966e-02        -0.0383469486
#> 136          -6.189363e-02         -6.740410e-02        -0.0197899838
#> 137           9.998215e-04         -3.003356e-02        -0.0414102038
#> 138           2.881370e-02         -1.271923e-02        -0.0317657085
#> 139           1.990336e-02          6.282220e-02        -0.0489217895
#> 140           1.647785e-01          1.439858e-01         0.0262944327
#> 141           3.746032e-02          3.091483e-02        -0.0171428571
#> 142          -7.892573e-02         -7.537827e-02        -0.0606484069
#> 143           2.213830e-01          2.054000e-01         0.0621807035
#> 144          -1.526807e-02         -2.873894e-02        -0.0072846904
#> 145           1.053978e-01          1.025359e-01         0.0271493213
#> 146          -3.049300e-02         -8.515300e-02        -0.0389719985
#> 147           2.993532e-02          3.832186e-02        -0.0338391488
#> 148          -4.707792e-02         -2.437673e-02        -0.0424143556
#> 149           1.021256e-01          8.741659e-02        -0.0505243882
#> 150          -3.325834e-02         -3.601876e-02        -0.0690932010
#> 151          -1.392044e-01         -1.508510e-01        -0.1728291985
#> 152           4.898990e-02          2.164289e-02        -0.0296659659
#> 153          -6.895850e-03          1.180032e-03        -0.0368213228
#> 154          -1.621829e-02         -2.890744e-02        -0.0716617103
#> 155           4.249617e-02          4.130019e-02        -0.0185619030
#> 156           5.195831e-02          3.103475e-02        -0.0214485089
#> 157           3.015425e-02          7.177984e-03        -0.0398269163
#> 158           1.132201e-02         -2.738191e-02        -0.0433139077
#> 159          -2.165821e-02         -3.841676e-02        -0.0439814815
#> 160          -2.322499e-01         -2.312796e-01        -0.0617045893
#> 161           5.263712e-04         -1.261034e-03        -0.0362032248
#> 162           1.266132e-03         -3.015604e-02        -0.0647043225
#> 163          -5.616787e-02         -7.633271e-02        -0.0539621840
#> 164           2.875996e-02          1.405167e-02        -0.0379555245
#> 165           9.275911e-02          5.771874e-02        -0.0317305004
#> 166          -1.360667e-01         -1.495946e-01        -0.0741755454
#> 167          -7.565441e-05         -7.583721e-03         0.0129521766
#> 168           3.307692e-02          1.629075e-02        -0.0398379473
#> 169          -3.754419e-02         -4.295598e-02        -0.0223378877
#> 170          -1.388321e-02         -3.653124e-02        -0.0453315291
#> 171           1.327472e-01          5.255671e-02         0.0172365174
#> 172           8.033646e-02          5.247513e-02        -0.0220304151
#> 173           1.514003e-01          1.599777e-01         0.0490105263
#> 174           2.976998e-01          2.327372e-01        -0.0451474410
#> 175          -6.351127e-03         -4.997590e-02        -0.0553931669
#> 176           3.289069e-02         -5.292823e-02        -0.0373857260
#> 177           4.226654e-03         -2.212219e-02        -0.0309711955
#> 178          -9.015507e-03         -3.511236e-02        -0.0524464674
#> 179          -5.846177e-03         -3.468613e-02        -0.0417154567
#> 180           9.162304e-02         -6.385818e-03        -0.0257919821
#> 181           1.272286e-02          6.315140e-02        -0.0246200174
#> 182           5.487538e-02          3.599748e-02        -0.0259357914
#> 183           7.499120e-02          3.784274e-02        -0.0216810851
#> 184           1.310396e-02         -2.652613e-02        -0.0309926311
#> 185          -3.373169e-03         -1.804197e-02        -0.0494530747
#> 186           4.315402e-02          3.347360e-03        -0.0212706409
#> 187           1.443014e-01          1.009355e-01        -0.0213560123
#> 188           7.918508e-02          6.672044e-02         0.0402848639
#> 189          -2.750455e-02         -3.389831e-02        -0.0662819168
#> 190           8.881877e-02          5.691559e-02        -0.0028003674
#> 191           5.550953e-02          2.124248e-02        -0.0769788082
#> 192           2.195550e-02         -9.547451e-05        -0.0483416629
#> 193          -4.160260e-02         -5.069405e-02        -0.0585595305
#> 194           3.586248e-02          4.546814e-02        -0.0435139573
#> 195          -1.381320e-02         -2.584966e-02        -0.0483062248
#> 196           3.208211e-02          1.125490e-02        -0.0261691301
#> 197          -5.425175e-02         -7.767760e-02        -0.0700299700
#> 198          -6.031017e-03         -1.750568e-02        -0.0516075996
#> 199           2.711007e-04          7.234178e-03        -0.0582780330
#> 200           3.790087e-02          3.356923e-02         0.0222541278
#> 201           1.799658e-01          1.116882e-01        -0.0295969773
#> 202          -1.443121e-01         -1.654882e-01        -0.0335348021
#> 203           8.806723e-02          3.633744e-02        -0.0417406750
#> 204          -5.601092e-02         -8.893785e-02        -0.0650873863
#> 205          -1.240265e-02         -1.834862e-02        -0.0403587444
#> 206           4.168305e-02         -2.635542e-03        -0.0440274269
#> 207           9.900990e-02          7.911498e-02         0.0571428571
#> 208          -2.255237e-02         -6.721746e-02        -0.0584783280
#> 209           1.307265e-01          1.130609e-01        -0.0423079421
#> 210          -4.185363e-02         -8.567870e-02        -0.0825358384
#> 211           5.794860e-02          3.927614e-02        -0.0375718956
#> 212           5.155071e-02          2.912223e-02        -0.0315234174
#> 213           3.386616e-02          2.305630e-02        -0.0211619854
#> 214           1.311995e-01          9.764969e-02        -0.0118387909
#> 215           6.866161e-02          4.551835e-02        -0.0214576165
#> 216           2.413793e-02          3.261589e-02        -0.0454545455
#> 217          -2.545885e-02         -7.437186e-03        -0.0501106088
#> 218           3.997673e-02          2.138601e-02        -0.0578269709
#> 219           3.654403e-02          2.215065e-02        -0.0368482836
#> 220           7.649706e-02          8.589385e-02         0.0581830555
#> 221           2.890892e-02          5.330151e-02        -0.0379305334
#> 222           3.182707e-02          1.887270e-02        -0.0423809524
#> 223           1.563569e-03         -2.288111e-02        -0.0467376645
#> 224           8.654200e-03         -1.299332e-02        -0.0355859094
#> 225          -5.595575e-02         -6.758989e-02        -0.0395236226
#> 226           5.257053e-02          2.422312e-02        -0.0193412814
#> 227           1.680885e-01          1.412347e-01         0.0683357627
#> 228          -1.644031e-02         -2.272727e-02        -0.0740242261
#> 229           1.537823e-02          2.529408e-02        -0.0313129260
#> 230          -4.553144e-02         -4.337383e-02        -0.0524769102
#> 231          -2.709846e-03         -5.106298e-03        -0.0722644093
#> 232           5.643090e-02          1.882015e-02        -0.0421710657
#> 233           5.843349e-02          3.715736e-02         0.0001958097
#> 234           3.695281e-02          1.842546e-02        -0.0287539936
#> 235           4.292611e-02          1.775095e-02        -0.0250000000
#> 236          -3.770693e-02         -4.560657e-02        -0.0829681566
#> 237           1.747674e-02          5.578397e-03        -0.0263073661
#> 238           4.201681e-02          4.601227e-02        -0.0312500000
#> 239           1.283468e-01          1.171419e-01         0.0079849306
#> 240           2.248077e-02          2.168915e-02        -0.0577437306
#> 241           2.874024e-02         -3.008540e-03        -0.0467662615
#> 242          -9.342937e-02         -1.220895e-01        -0.0637876599
#> 243           8.340916e-03         -1.980344e-02        -0.0665886757
#> 244          -8.688517e-03         -3.920468e-02         0.0129223181
#> 245          -1.140307e-01         -9.312357e-02        -0.0410517843
#> 246           3.090142e-02          3.074239e-03        -0.0681204168
#> 247          -1.613539e-01         -1.514279e-01        -0.0570944036
#> 248           6.235258e-02          1.004290e-02        -0.0504170868
#> 249           1.067109e-02          1.275675e-03        -0.0222528103
#> 250          -3.319783e-02         -4.356568e-02        -0.0540271793
#> 251          -5.805707e-02         -8.116805e-02        -0.0427422058
#> 252           3.532182e-02         -2.897969e-04        -0.0333872185
#> 253          -6.323777e-02         -8.436714e-02        -0.0609039950
#> 254           4.606695e-02          1.089376e-02        -0.0464088398
#> 255          -2.425265e-02         -6.923435e-02        -0.0809555686
#> 256           1.534538e-01          1.306250e-01        -0.0111151603
#> 257           6.674410e-02          1.978184e-02        -0.0377338603
#> 258          -2.608996e-02         -4.284814e-02        -0.0332892740
#> 259          -3.626473e-02         -6.033149e-02        -0.0615067687
#> 260          -4.518612e-02         -5.066766e-02        -0.0232489000
#> 261           5.608200e-02          3.428030e-02        -0.0462801257
#> 262          -4.946199e-03         -1.219406e-03        -0.0333811009
#> 263           6.062793e-02          4.964286e-02        -0.0114362597
#> 264           2.271154e-02          8.053508e-03        -0.0367810095
#> 265           4.068984e-02          3.116883e-03        -0.0335335335
#> 266           2.275250e-02          2.903406e-02        -0.0450777202
#> 267           7.377892e-02          4.857537e-02        -0.0519207853
#> 268          -1.915941e-02         -2.806544e-02        -0.0542533771
#> 269           1.023256e-02         -6.404392e-03        -0.0444346678
#> 270           6.792185e-02          6.910626e-02         0.0144230769
#> 271          -1.946479e-03         -2.579323e-02        -0.0339689626
#> 272           5.960007e-02          3.538118e-02        -0.0006267389
#> 273           5.894688e-02          5.664795e-02        -0.0226262626
#> 274           4.537740e-02          9.793347e-03        -0.0183282305
#> 275          -7.885338e-02         -8.947436e-02        -0.0808230717
#> 276          -3.068469e-02         -6.522456e-02        -0.0492459993
#> 277           4.955480e-02          1.013893e-02        -0.0148889431
#> 278          -2.668720e-02         -1.531672e-02         0.0079723625
#> 279          -5.859564e-02         -8.189289e-02        -0.0524468707
#> 280          -3.888490e-02         -5.715962e-02        -0.0418654580
#> 281          -5.465024e-02         -5.652519e-02        -0.0384071154
#> 282          -1.446032e-02         -3.596807e-02        -0.0576131687
#> 283          -1.649882e-02         -1.375161e-02        -0.0263046245
#> 284           1.059638e-02          1.638167e-03        -0.0370964865
#> 285           8.177347e-02          6.168735e-02        -0.0202258937
#> 286          -1.981086e-02         -1.522756e-02        -0.0247252747
#> 287           5.828770e-02          5.340671e-02        -0.0490632097
#> 288          -1.914312e-02         -1.011960e-02        -0.0271247740
#> 289          -4.245739e-03         -6.044740e-03        -0.0138405162
#> 290           6.382241e-02          5.825522e-02        -0.0254210359
#> 291           9.923818e-02          9.602356e-02         0.0695012265
#> 292           1.666547e-01          1.717342e-01         0.0387257342
#> 293          -4.895577e-02         -8.153578e-02        -0.0661812359
#> 294          -3.976719e-03         -7.063795e-03        -0.0290618416
#> 295           4.964898e-02          2.590097e-02        -0.0338805449
#> 296           4.675178e-02          2.413743e-02        -0.0367246337
#> 297          -4.900575e-02         -7.240210e-02        -0.0789093536
#> 298          -3.294783e-02         -5.813591e-02        -0.0630010161
#> 299          -1.958032e-01         -2.020132e-01        -0.0646516890
#> 300           1.405152e-02         -1.062493e-02        -0.0564393114
#> 301          -7.493530e-03         -2.470963e-02        -0.0359795903
#> 302           5.055650e-02          4.901211e-02        -0.0383278079
#> 303          -4.065651e-02         -4.322242e-02        -0.0586315789
#> 304          -2.159377e-02         -7.560596e-03        -0.0306255430
#> 305          -4.599599e-02          6.595321e-03        -0.0367944749
#> 306           6.350078e-02          7.037801e-02        -0.0253746847
#> 307          -1.699959e-02         -3.622128e-02        -0.0613960114
#> 308           6.908628e-02          2.974548e-02        -0.0331125828
#> 309          -6.478376e-03         -1.680055e-02        -0.0688876341
#> 310          -6.883180e-02         -7.153214e-02        -0.0475954388
#> 311          -3.013005e-04         -2.804138e-02        -0.0631137515
#> 312          -1.204545e-02         -5.494864e-02        -0.0543318649
#> 313          -1.349196e-01         -1.351933e-01        -0.0643394935
#> 314          -1.905571e-01         -1.969653e-01        -0.0734945873
#> 315           1.067844e-01          6.755180e-02         0.0204998342
#> 316          -8.570944e-02         -8.756775e-02        -0.0395792476
#> 317          -1.414427e-02         -2.289720e-02        -0.0402386781
#> 318           5.678366e-02          3.588272e-02        -0.0684647708
#> 319          -8.460828e-02         -9.867556e-02        -0.0158957942
#> 320          -2.416541e-04         -4.156658e-02        -0.0578339606
#> 321           6.209090e-02          4.653406e-02        -0.0355516054
#> 322           2.083333e-01          2.159449e-01         0.1541479821
#> 323           7.847991e-02          5.077861e-02        -0.0194669299
#> 324           1.008179e-02         -3.532268e-02        -0.0461242659
#> 325           4.643945e-02          1.476981e-02        -0.0269360269
#> 326           6.220774e-02          4.532143e-02         0.0090187105
#> 327          -1.530320e-02         -1.212282e-02        -0.0741416487
#> 328          -2.638128e-02         -5.461576e-02        -0.0614203455
#> 329          -5.240079e-02         -5.653787e-02        -0.0071215254
#> 330           1.759531e-02          1.461988e-02        -0.0307262570
#> 331           9.554616e-02          4.163709e-02        -0.0183925984
#> 332           1.519698e-01          1.601112e-01         0.0068716094
#> 333           3.893937e-03         -3.519558e-02        -0.0431247791
#> 334           3.800516e-02          8.352823e-03        -0.0431198478
#> 335           5.262492e-02          3.338128e-02        -0.0444079622
#> 336           4.524909e-02          3.846111e-02        -0.0107917889
#> 337          -1.608911e-02         -2.623252e-02        -0.0513126492
#> 338           9.201952e-02          7.123457e-02        -0.0079810565
#> 339          -7.574043e-02         -7.122516e-02        -0.0356839422
#> 340           1.930435e-01          1.329480e-01         0.0409711684
#> 341           1.544123e-01          1.227126e-01        -0.0286379511
#> 342           1.035106e-01          7.753067e-02         0.0169356590
#> 343          -8.600337e-02         -9.586299e-02        -0.0890245952
#> 344          -3.374248e-02         -3.755262e-02        -0.0113027667
#> 345          -7.331055e-02         -8.191350e-02        -0.0677091998
#> 346           1.362054e-02         -1.162643e-02        -0.0512660376
#> 347           1.715514e-01          1.741699e-01         0.0317015009
#> 348           4.450051e-02         -2.561741e-02        -0.0383450040
#> 349          -8.402144e-03         -1.722900e-02        -0.0557318251
#> 350           1.450968e-01          1.087361e-01        -0.0130980284
#> 351           9.238799e-02          9.093968e-02         0.0139171228
#> 352          -1.608014e-02         -3.102285e-02        -0.0509788965
#> 353          -8.227105e-02         -7.689820e-02        -0.0316373125
#> 354          -1.227468e-02         -1.754395e-02        -0.0526382068
#> 355           1.376133e-02         -7.521086e-03        -0.0328926153
#> 356          -2.799110e-03         -8.704338e-03        -0.0295452958
#> 357           1.508357e-02          2.258727e-02        -0.0386100386
#> 358           1.487728e-03         -1.939517e-02        -0.0618671764
#> 359           3.326752e-02          1.022856e-02        -0.0699689508
#> 360           1.261711e-01          1.042043e-01        -0.0435266969
#> 361           7.266836e-02          7.966457e-02        -0.0399751450
#> 362          -6.371836e-02         -5.988899e-02        -0.0629004077
#> 363          -6.461414e-02         -4.704911e-02        -0.0648035642
#> 364           2.010607e-02          1.143903e-03        -0.0284731087
#> 365          -8.706616e-02         -1.091180e-01        -0.0520912286
#> 366          -9.175558e-02         -7.689274e-02        -0.0474059003
#> 367          -4.228548e-03         -6.380570e-03        -0.0357535204
#> 368           5.491920e-02          5.887448e-02         0.0422885572
#> 369           6.571288e-02          4.228446e-02        -0.0261672653
#> 370           1.361349e-01          1.255521e-01         0.0635537190
#> 371          -4.969325e-03         -4.358502e-03        -0.0503542362
#> 372          -3.953127e-03         -1.718225e-02        -0.0726622677
#> 373          -2.189736e-03         -2.844369e-02        -0.0447172957
#> 374           6.089744e-02          3.473428e-02        -0.0331061344
#> 375           1.806133e-01          1.802496e-01        -0.0197056942
#> 376          -2.300192e-02         -3.897069e-02        -0.0496894410
#> 377           1.064356e-01          9.606796e-02        -0.0181989332
#> 378           7.535913e-03         -3.058912e-02        -0.0427356802
#> 379           2.086071e-02          1.607339e-02        -0.0360078278
#> 380           7.738288e-02          1.910147e-02        -0.0390489914
#> 381          -2.343617e-02         -8.918210e-02        -0.0410878661
#> 382           9.876477e-02          6.349745e-02        -0.0191042906
#> 383          -6.000916e-02         -6.108442e-02        -0.0300165446
#> 384           6.574567e-02          3.860503e-02        -0.0514074074
#> 385          -8.069164e-02         -7.838983e-02        -0.0771456123
#> 386           7.957005e-02         -4.542639e-03         0.0183776933
#> 387          -9.803155e-02         -5.510413e-02        -0.0624661247
#> 388          -5.361132e-02         -5.977216e-02        -0.0618541482
#> 389          -1.196976e-02         -3.328539e-02        -0.0403834387
#> 390           1.137999e-01          1.195219e-01        -0.0193773533
#> 391           4.203692e-02          1.812529e-02         0.0012847966
#> 392          -2.398640e-02         -4.615070e-02        -0.0411466191
#> 393          -1.590837e-04         -1.411765e-02        -0.0302422466
#> 394           1.406678e-02          2.371345e-02        -0.0358690730
#> 395           3.778932e-02          5.019120e-02        -0.0278761062
#> 396           8.831052e-02          5.405799e-02        -0.0120185742
#> 397          -7.743613e-02         -8.848102e-02        -0.0528502291
#> 398           7.054692e-03          8.674098e-04        -0.0392206037
#> 399          -1.050648e-02         -3.760210e-02        -0.0585429832
#> 400          -2.229885e-02         -1.036683e-01        -0.0563765736
#> 401          -2.022520e-02         -5.935413e-02        -0.0542093603
#> 402           8.708110e-02          7.199017e-02        -0.0412042633
#> 403           2.116872e-01          1.172742e-01         0.0668348045
#> 404           1.098712e-02         -2.590687e-02        -0.0395728386
#> 405          -8.358292e-02         -8.858735e-02        -0.1008869783
#> 406           3.284056e-02         -1.101336e-02        -0.0392055788
#> 407           8.505367e-02          1.038925e-01         0.0619612069
#> 408          -5.160142e-02         -6.491228e-02        -0.0669000875
#> 409          -9.905582e-02         -1.066032e-01        -0.0530988858
#> 410           4.120038e-02          1.809512e-02        -0.0206985770
#> 411          -8.716005e-03          1.876289e-02        -0.0662873221
#> 412           1.850992e-02         -2.788129e-02        -0.0363071388
#> 413           6.612948e-03         -2.329343e-02        -0.0464308275
#> 414           7.011141e-03         -2.428811e-02        -0.0554904964
#> 415          -3.763740e-02         -4.326873e-02        -0.0471626570
#> 416           1.023361e-01          8.912536e-02         0.0130213923
#> 417           1.066649e-02         -4.994300e-06        -0.0429322557
#> 418          -1.145792e-01         -1.561007e-01        -0.0412879166
#> 419           7.683092e-02          4.019793e-02        -0.0244510978
#> 420          -7.947020e-02         -1.625164e-02        -0.0092397043
#> 421          -2.331205e-01         -8.632583e-02        -0.0901101121
#> 422           1.903261e-02         -1.547684e-03        -0.0329038196
#> 423           3.192570e-03         -1.200515e-02        -0.0433158040
#> 424          -9.271882e-02         -1.071476e-01        -0.0424031636
#> 425          -2.266289e-02         -5.492398e-02        -0.0510681214
#> 426           8.204412e-02          5.061672e-02        -0.0570293300
#> 427           4.016618e-02          3.761949e-02        -0.0192363742
#> 428           4.129660e-03         -2.106773e-02        -0.0220385675
#> 429          -3.172398e-02         -4.181943e-02        -0.0351868943
#> 430           1.497410e-02          9.315455e-03        -0.0228872037
#> 431          -2.381682e-02         -2.209436e-02        -0.0021136684
#> 432           4.802846e-02          3.878930e-02        -0.0401846321
#> 433           4.545129e-02          1.384234e-02        -0.0384339080
#> 434          -4.190772e-03         -2.999093e-02        -0.0600578335
#> 435           3.142389e-02          6.258801e-04        -0.0337689809
#> 436          -1.579161e-01         -8.648889e-02        -0.0744900487
#> 437          -7.943639e-02         -8.883274e-02        -0.0690758906
#> 438           4.828615e-02          2.559630e-02        -0.0289102215
#> 439          -5.442516e-03         -2.926690e-02        -0.0394446019
#> 440          -8.895706e-03         -2.469898e-03        -0.0216502650
#> 441          -3.130961e-02         -5.677331e-02        -0.0422054201
#> 442           3.926536e-02          3.264091e-02        -0.0528614458
#> 443           2.669647e-02          5.819285e-03        -0.0601603620
#> 444           9.656728e-02          7.009217e-02        -0.0497220695
#> 445           8.221300e-02          6.341565e-02        -0.0231888545
#> 446           4.957222e-02          7.127263e-02        -0.0335959222
#> 447           2.430134e-03         -2.525476e-02        -0.0572775318
#> 448          -1.740893e-02         -1.760723e-02        -0.0481927711
#> 449           1.530740e-02         -1.051602e-02        -0.0802455103
#> 450           1.047176e-02         -5.043304e-02        -0.0479234835
#> 451          -8.601774e-02         -1.019495e-01        -0.0420795107
#> 452          -3.567725e-02          8.022550e-03        -0.0436124254
#> 453          -3.010753e-03         -3.937008e-02        -0.0505836576
#> 454           4.053712e-02          2.672422e-02         0.0203843769
#> 455           5.175315e-02          3.365514e-02        -0.0303957739
#> 456           4.118616e-03         -4.627109e-03        -0.0248000000
#> 457           8.983272e-02          6.470549e-02        -0.0455788514
#> 458           6.681057e-02          5.216022e-03        -0.0324291894
#> 459          -1.002600e-02         -2.260430e-02        -0.0347789612
#> 460          -7.138281e-02         -9.223475e-02        -0.0602889424
#> 461           1.026581e-01          1.226951e-01         0.0280894137
#> 462          -7.701127e-02         -9.414854e-02        -0.0124718871
#> 463           3.373946e-02          2.722691e-02        -0.0692907133
#> 464           2.904677e-02          7.320567e-03        -0.0532482425
#> 465          -3.696281e-02         -5.049396e-02        -0.0263394867
#> 466          -1.850239e-02          3.062460e-03        -0.0580524345
#> 467          -1.216389e-01         -1.525633e-01        -0.0963776070
#> 468          -7.354419e-03          2.207601e-02        -0.0543101633
#> 469           4.179104e-03         -4.733728e-03        -0.0283073368
#> 470          -3.430734e-02         -3.832800e-02        -0.0466591486
#> 471          -5.893404e-02         -8.150965e-02        -0.0640138408
#> 472           5.536171e-02          4.039714e-02        -0.0372879426
#> 473          -1.378563e-02         -3.408162e-02        -0.0333475844
#> 474          -7.119305e-02         -7.637364e-02        -0.0580847724
#> 475           4.410387e-02          1.867520e-02        -0.0395562692
#> 476          -1.313531e-01         -1.558691e-01        -0.0415149308
#> 477           7.664783e-02          4.217050e-02        -0.0161197797
#> 478          -1.534348e-01         -1.690331e-01        -0.0828404171
#> 479           5.026309e-02          2.446536e-02        -0.0269291485
#> 480           1.287225e-02          2.199010e-02        -0.0304299890
#> 481          -7.811082e-02         -9.365701e-02        -0.0207673800
#> 482          -5.225883e-02         -1.063486e-01        -0.0492926890
#> 483          -6.070617e-02         -6.629721e-02        -0.0457310678
#> 484          -6.735021e-03         -1.616102e-02        -0.0088963693
#> 485          -1.062640e-02         -2.722024e-02        -0.0226519337
#> 486          -4.763328e-02         -8.351448e-02        -0.0428216127
#> 487           3.669725e-02          3.700414e-02         0.0028628686
#> 488           2.273734e-02          1.554024e-02        -0.0390733376
#> 489           1.649437e-01          1.318208e-01        -0.0302615129
#> 490          -1.516827e-02         -2.073841e-02        -0.0210460185
#> 491           6.661922e-02          3.766791e-02        -0.0261242527
#> 492           6.568088e-02          3.322961e-02        -0.0659097759
#> 493          -6.472540e-02         -8.149369e-02        -0.0337764729
#> 494          -8.960383e-02         -1.054862e-01        -0.0616607290
#> 495          -3.240032e-02         -2.951796e-02        -0.0505166475
#> 496           6.134515e-02          6.273407e-02        -0.0204790003
#> 497          -9.905900e-02         -1.227849e-01        -0.0568074563
#>       issue_type
#> 1   Common Stock
#> 2   Common Stock
#> 3   Common Stock
#> 4   Common Stock
#> 5   Common Stock
#> 6   Common Stock
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#> 33  Common Stock
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#> 35  Common Stock
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#> 40  Common Stock
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#> 80  Common Stock
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#> 84  Common Stock
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#> 90  Common Stock
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#> 100 Common Stock
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Price predictions

Previously, the price prediction process did not give great results. A lot of time has been spent ensuring that the predictions are now very accurate. The predict_price() function can be used as before.

Data input

The file input feature now accepts a much larger range of file types:

  • Rectangular files - CSV, TSV and FWF.
  • Excel files - XLS, XLSX, XLSM, XLTX and XLTM.
  • Stata files - DTA.
  • SPSS files - SAV, ZSAV and POR.
  • SAS files - SAS7BDAT, SAS7BCAT and XPT.

Compressed files - GX, BZ2, XZ and ZIP - can also be read. However, they must make their uncompressed format clear through the file name (e.g. myfile.csv.zip).

The data input section of the website also provides a short text summary of the current data.

Stock summary

The summary of the selected stock in the predict price section has been drastically improved.

Plots

A lot of work has been done to improve the plot section.

First of all, a new default plot has been created: a correlation heatmap:

correlation_plot(mtcars, show_text = TRUE)

Secondly, the custom plot feature has been made much more useful. There are now 6 different types of plots that you can create, and each one has a much larger number of arguments to customise the plot than before.

Settings

A settings menu was added. Admittedly, this only has one changeable setting, which allows the user to switch from interactive plots to static ones.

Minor changes

There are also a few minor changes that, while not super noticeable at first, I believe will benefit the overall user experience.

Certain aspects of the website’s look and feel were modified slightly.

Changes were made to improve the performance and speed of the website.

Tooltips were added to give information about important and/or complicated inputs.

Loading bars and spinners were added to all graphs.