From 6c7eaf866c320635c1a1ff4ff548178f273bb5ae Mon Sep 17 00:00:00 2001 From: Farrell Aultman Date: Mon, 14 Mar 2022 12:35:26 -0400 Subject: [PATCH] update for 3-14-2022 --- ...rical Components & Changes(03-14-2022).csv | 4 + sp500.csv | 230 +- sp500.ipynb | 4508 ++++++++--------- sp500_by_date.ipynb | 46 +- sp500_changes_since_2019.csv | 5 + sp500_historical.ipynb | 46 +- 6 files changed, 2436 insertions(+), 2403 deletions(-) rename S&P 500 Historical Components & Changes(01-15-2022).csv => S&P 500 Historical Components & Changes(03-14-2022).csv (99%) diff --git a/S&P 500 Historical Components & Changes(01-15-2022).csv b/S&P 500 Historical Components & Changes(03-14-2022).csv similarity index 99% rename from S&P 500 Historical Components & Changes(01-15-2022).csv rename to S&P 500 Historical Components & Changes(03-14-2022).csv index f8bf27a..e4a728b 100644 --- a/S&P 500 Historical Components & Changes(01-15-2022).csv +++ b/S&P 500 Historical Components & Changes(03-14-2022).csv @@ -2643,3 +2643,7 @@ date,tickers 2021-12-14,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INFO,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEG,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBUX,SCHW,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" 2021-12-20,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDS,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INFO,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBNY,SBUX,SCHW,SEDG,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WY,WYNN,XEL,XLNX,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" 2022-01-20,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDS,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INFO,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBNY,SBUX,SCHW,SEDG,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XLNX,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2022-02-02,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDS,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INFO,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBNY,SBUX,SCHW,SEDG,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XLNX,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2022-02-15,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDS,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INFO,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBNY,SBUX,SCHW,SEDG,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2022-02-17,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDS,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INFO,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PARA,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBNY,SBUX,SCHW,SEDG,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2022-03-02,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,ANTM,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXP,AZO,BA,BAC,BAX,BBWI,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CRL,CRM,CSCO,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CTXS,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISCA,DISCK,DISH,DLR,DLTR,DOV,DOW,DPZ,DRE,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDS,FDX,FE,FFIV,FIS,FISV,FITB,FLT,FMC,FOX,FOXA,FRC,FRT,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,IP,IPG,IPGP,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,LUMN,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ORCL,ORLY,OTIS,OXY,PARA,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PENN,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PVH,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,SBAC,SBNY,SBUX,SCHW,SEDG,SEE,SHW,SIVB,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS" diff --git a/sp500.csv b/sp500.csv index dc68ab4..61ed7f7 100644 --- a/sp500.csv +++ b/sp500.csv @@ -6,7 +6,9 @@ ABBV,AbbVie,reports,Health Care,Pharmaceuticals,"North Chicago, Illinois",2012-1 ABMD,Abiomed,reports,Health Care,Health Care Equipment,"Danvers, Massachusetts",2018-05-31,815094,1981 ACN,Accenture,reports,Information Technology,IT Consulting & Other Services,"Dublin, Ireland",2011-07-06,1467373,1989 ATVI,Activision Blizzard,reports,Communication Services,Interactive Home Entertainment,"Santa Monica, California",2015-08-31,718877,2008 +ADM,ADM,reports,Consumer Staples,Agricultural Products,"Chicago, Illinois",1981-07-29,7084,1902 ADBE,Adobe,reports,Information Technology,Application Software,"San Jose, California",1997-05-05,796343,1982 +ADP,ADP,reports,Information Technology,Data Processing & Outsourced Services,"Roseland, New Jersey",1981-03-31,8670,1949 AAP,Advance Auto Parts,reports,Consumer Discretionary,Automotive Retail,"Raleigh, North Carolina",2015-07-09,1158449,1932 AES,AES,reports,Utilities,Independent Power Producers & Energy Traders,"Arlington, Virginia",1998-10-02,874761,1981 AFL,Aflac,reports,Financials,Life & Health Insurance,"Columbus, Georgia",1999-05-28,4977,1955 @@ -16,8 +18,8 @@ APD,Air Products,reports,Materials,Industrial Gases,"Allentown, Pennsylvania",19 AKAM,Akamai,reports,Information Technology,Internet Services & Infrastructure,"Cambridge, Massachusetts",2007-07-12,1086222,1998 ALK,Alaska Air Group,reports,Industrials,Airlines,"Seattle, Washington",2016-05-13,766421,1985 ALB,Albemarle,reports,Materials,Specialty Chemicals,"Charlotte, North Carolina",2016-07-01,915913,1994 -ARE,Alexandria Real Estate Equities,reports,Real Estate,Office REITs,"Pasadena, California",2017-03-20,1035443,1994 -ALGN,Align Technology,reports,Health Care,Health Care Supplies,"San Jose, California",2017-06-19,1097149,1997 +ARE,Alexandria,reports,Real Estate,Office REITs,"Pasadena, California",2017-03-20,1035443,1994 +ALGN,Align,reports,Health Care,Health Care Supplies,"San Jose, California",2017-06-19,1097149,1997 ALLE,Allegion,reports,Industrials,Building Products,"New York City, New York",2013-12-02,1579241,1908 LNT,Alliant Energy,reports,Utilities,Electric Utilities,"Madison, Wisconsin",2016-07-01,352541,1917 ALL,Allstate,reports,Financials,Property & Casualty Insurance,"Northfield Township, Illinois",1995-07-13,899051,1931 @@ -46,14 +48,11 @@ APA,APA Corporation,reports,Energy,Oil & Gas Exploration & Production,"Houston, AAPL,Apple,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Cupertino, California",1982-11-30,320193,1977 AMAT,Applied Materials,reports,Information Technology,Semiconductor Equipment,"Santa Clara, California",1995-03-16,6951,1967 APTV,Aptiv,reports,Consumer Discretionary,Auto Parts & Equipment,"Dublin, Ireland",2012-12-24,1521332,1994 -ADM,ADM,reports,Consumer Staples,Agricultural Products,"Chicago, Illinois",1981-07-29,7084,1902 ANET,Arista,reports,Information Technology,Communications Equipment,"Santa Clara, California",2018-08-28,1596532,2004 -AJG,Arthur J. Gallagher & Co.,reports,Financials,Insurance Brokers,"Rolling Meadows, Illinois",2016-05-31,354190,1927 AIZ,Assurant,reports,Financials,Multi-line Insurance,"New York City, New York",2007-04-10,1267238,1892 T,AT&T,reports,Communication Services,Integrated Telecommunication Services,"Dallas, Texas",1983-11-30 (1957-03-04),732717,1983 (1885) ATO,Atmos Energy,reports,Utilities,Gas Utilities,"Dallas, Texas",2019-02-15,731802,1906 ADSK,Autodesk,reports,Information Technology,Application Software,"San Rafael, California",1989-12-01,769397,1982 -ADP,Automatic Data Processing,reports,Information Technology,Data Processing & Outsourced Services,"Roseland, New Jersey",1981-03-31,8670,1949 AZO,AutoZone,reports,Consumer Discretionary,Specialty Stores,"Memphis, Tennessee",1997-01-02,866787,1979 AVB,AvalonBay Communities,reports,Real Estate,Residential REITs,"Arlington, Virginia[3]",2007-01-10,915912,1978 AVY,Avery Dennison,reports,Materials,Paper Packaging,"Glendale, California",1987-12-31,8818,1990 @@ -61,8 +60,9 @@ BKR,Baker Hughes,reports,Energy,Oil & Gas Equipment & Services,"Houston, Texas", BLL,Ball,reports,Materials,Metal & Glass Containers,"Broomfield, Colorado",1984-10-31,9389,1880 BAC,Bank of America,reports,Financials,Diversified Banks,"Charlotte, North Carolina",1976-06-30,70858,1998 (1923 / 1874) BBWI,Bath & Body Works,reports,Consumer Discretionary,Specialty Stores,"Columbus, Ohio",1983-09-30,701985,1963 -BAX,Baxter International,reports,Health Care,Health Care Equipment,"Deerfield, Illinois",1972-09-30,10456,1931 +BAX,Baxter,reports,Health Care,Health Care Equipment,"Deerfield, Illinois",1972-09-30,10456,1931 BDX,Becton Dickinson,reports,Health Care,Health Care Equipment,"Franklin Lakes, New Jersey",1972-09-30,10795,1897 +WRB,Berkley,reports,Financials,Property & Casualty Insurance,"Greenwich, Connecticut",2019-12-05,11544,1967 BRK.B,Berkshire Hathaway,reports,Financials,Multi-Sector Holdings,"Omaha, Nebraska",2010-02-16,1067983,1839 BBY,Best Buy,reports,Consumer Discretionary,Computer & Electronics Retail,"Richfield, Minnesota",1999-06-29,764478,1966 BIO,Bio-Rad,reports,Health Care,Life Sciences Tools & Services,"Hercules, California",2020-06-22,12208,1952 @@ -80,18 +80,18 @@ AVGO,Broadcom,reports,Information Technology,Semiconductors,"San Jose, Californi BR,Broadridge,reports,Information Technology,Data Processing & Outsourced Services,"Lake Success, New York",2018-06-18,1383312,1962 BRO,Brown & Brown,reports,Financials,Insurance Brokers,"Daytona Beach, Florida",2021-09-20,79282,1939 BF.B,Brown–Forman,reports,Consumer Staples,Distillers & Vintners,"Louisville, Kentucky",1982-10-31,14693,1870 -CHRW,C. H. Robinson,reports,Industrials,Air Freight & Logistics,"Eden Prairie, Minnesota",2007-03-02,1043277,1905 -CDNS,Cadence Design Systems,reports,Information Technology,Application Software,"San Jose, California",2017-09-18,813672,1988 +CHRW,C.H. Robinson,reports,Industrials,Air Freight & Logistics,"Eden Prairie, Minnesota",2007-03-02,1043277,1905 +CDNS,Cadence,reports,Information Technology,Application Software,"San Jose, California",2017-09-18,813672,1988 CZR,Caesars Entertainment,reports,Consumer Discretionary,Casinos & Gaming,"Reno, Nevada",2021-03-22,1590895,1973 -CPB,Campbell Soup,reports,Consumer Staples,Packaged Foods & Meats,"Camden, New Jersey",1957-03-04,16732,1869 +CPB,Campbell's,reports,Consumer Staples,Packaged Foods & Meats,"Camden, New Jersey",1957-03-04,16732,1869 COF,Capital One,reports,Financials,Consumer Finance,"Tysons Corner, Virginia",1998-07-01,927628,1994 CAH,Cardinal Health,reports,Health Care,Health Care Distributors,"Dublin, Ohio",1997-05-27,721371,1971 KMX,CarMax,reports,Consumer Discretionary,Specialty Stores,"Richmond, Virginia",2010-06-28,1170010,1993 -CCL,Carnival Corporation,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Miami, Florida",1998-12-22,815097,1972 -CARR,Carrier Global,reports,Industrials,Building Products,"Palm Beach Gardens, Florida",2020-04-03,1783180,2020 (1915) +CCL,Carnival,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Miami, Florida",1998-12-22,815097,1972 +CARR,Carrier,reports,Industrials,Building Products,"Palm Beach Gardens, Florida",2020-04-03,1783180,2020 (1915) CTLT,Catalent,reports,Health Care,Pharmaceuticals,"Somerset, New Jersey",2020-09-21,1596783,2007 CAT,Caterpillar,reports,Industrials,Construction Machinery & Heavy Trucks,"Deerfield, Illinois",1957-03-04,18230,1925 -CBOE,Cboe Global Markets,reports,Financials,Financial Exchanges & Data,"Chicago, Illinois",2017-03-01,1374310,1973 +CBOE,Cboe,reports,Financials,Financial Exchanges & Data,"Chicago, Illinois",2017-03-01,1374310,1973 CBRE,CBRE,reports,Real Estate,Real Estate Services,"Dallas, Texas",2006-11-10,1138118,1906 CDW,CDW,reports,Information Technology,Technology Distributors,"Lincolnshire, Illinois",2019-09-23,1402057,1984 CE,Celanese,reports,Materials,Specialty Chemicals,"Irving, Texas",2018-12-24,1306830,1918 @@ -100,7 +100,7 @@ CNP,CenterPoint Energy,reports,Utilities,Multi-Utilities,"Houston, Texas",1985-0 CDAY,Ceridian,reports,Information Technology,Application Software,"Minneapolis, Minnesota",2021-09-20,1725057,1992 CERN,Cerner,reports,Health Care,Health Care Technology,"North Kansas City, Missouri",2010-04-30,804753,1979 CF,CF Industries,reports,Materials,Fertilizers & Agricultural Chemicals,"Deerfield, Illinois",2008-08-27,1324404,1946 -CRL,Charles River Laboratories,reports,Health Care,Life Sciences Tools & Services,"Wilmington, Massachusetts",2021-05-14,1100682,1947 +CRL,Charles River,reports,Health Care,Life Sciences Tools & Services,"Wilmington, Massachusetts",2021-05-14,1100682,1947 SCHW,Charles Schwab,reports,Financials,Investment Banking & Brokerage,"Westlake, Texas",1997-06-02,316709,1971 CHTR,Charter Communications,reports,Communication Services,Cable & Satellite,"Stamford, Connecticut",2016-09-08,1091667,1993 CVX,Chevron,reports,Energy,Integrated Oil & Gas,"San Ramon, California",1957-03-04,93410,1879 @@ -112,13 +112,13 @@ CINF,Cincinnati Financial,reports,Financials,Property & Casualty Insurance,"Fair CTAS,Cintas,reports,Industrials,Diversified Support Services,"Mason, Ohio",2001-03-01,723254,1929 CSCO,Cisco,reports,Information Technology,Communications Equipment,"San Jose, California",1993-12-01,858877,1984 C,Citigroup,reports,Financials,Diversified Banks,"New York City, New York",1988-05-31,831001,1998 -CFG,Citizens Financial Group,reports,Financials,Regional Banks,"Providence, Rhode Island",2016-01-29,759944,1828 +CFG,Citizens,reports,Financials,Regional Banks,"Providence, Rhode Island",2016-01-29,759944,1828 CTXS,Citrix,reports,Information Technology,Application Software,"Fort Lauderdale, Florida",1999-12-01,877890,1989 CLX,Clorox,reports,Consumer Staples,Household Products,"Oakland, California",1969-03-31,21076,1913 CME,CME Group,reports,Financials,Financial Exchanges & Data,"Chicago, Illinois",2006-08-11,1156375,1848 CMS,CMS Energy,reports,Utilities,Multi-Utilities,"Jackson, Michigan",1999-05-03,811156,1886 KO,Coca-Cola,reports,Consumer Staples,Soft Drinks,"Atlanta, Georgia",1957-03-04,21344,1886 -CTSH,Cognizant Technology Solutions,reports,Information Technology,IT Consulting & Other Services,"Teaneck, New Jersey",2006-11-17,1058290,1994 +CTSH,Cognizant,reports,Information Technology,IT Consulting & Other Services,"Teaneck, New Jersey",2006-11-17,1058290,1994 CL,Colgate-Palmolive,reports,Consumer Staples,Household Products,"New York City, New York",1957-03-04,21665,1806 CMCSA,Comcast,reports,Communication Services,Cable & Satellite,"Philadelphia, Pennsylvania",2002-11-19,1166691,1963 CMA,Comerica,reports,Financials,Diversified Banks,"Dallas, Texas",1995-12-01,28412,1849 @@ -126,7 +126,8 @@ CAG,Conagra Brands,reports,Consumer Staples,Packaged Foods & Meats,"Chicago, Ill COP,ConocoPhillips,reports,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1957-03-04,1163165,2002 ED,Con Edison,reports,Utilities,Electric Utilities,"New York City, New York",,1047862,1823 STZ,Constellation Brands,reports,Consumer Staples,Distillers & Vintners,"Victor, New York",2005-07-01,16918,1945 -COO,The Cooper Companies,reports,Health Care,Health Care Supplies,"San Ramon, California",2016-09-23,711404,1958 +CEG,Constellation Energy,reports,Utilities,Multi-Utilities,"Baltimore, Maryland",2022-02-02,1868275,1999 +COO,CooperCompanies,reports,Health Care,Health Care Supplies,"San Ramon, California",2016-09-23,711404,1958 CPRT,Copart,reports,Industrials,Diversified Support Services,"Dallas, Texas",2018-07-02,900075,1982 GLW,Corning,reports,Information Technology,Electronic Components,"Corning, New York",,24741,1851 CTVA,Corteva,reports,Materials,Fertilizers & Agricultural Chemicals,"Wilmington, Delaware",2019-06-03,1755672,2019 @@ -136,33 +137,34 @@ CCI,Crown Castle,reports,Real Estate,Specialized REITs,"Houston, Texas",2012-03- CSX,CSX,reports,Industrials,Railroads,"Jacksonville, Florida",1967-09-30,277948,1980 CMI,Cummins,reports,Industrials,Industrial Machinery,"Columbus, Indiana",1965-03-31,26172,1919 CVS,CVS Health,reports,Health Care,Health Care Services,"Woonsocket, Rhode Island",1957-03-04,64803,1996 -DHI,D. R. Horton,reports,Consumer Discretionary,Homebuilding,"Arlington, Texas",2005-06-22,882184,1978 +DHI,D.R. Horton,reports,Consumer Discretionary,Homebuilding,"Arlington, Texas",2005-06-22,882184,1978 DHR,Danaher,reports,Health Care,Health Care Equipment,"Washington, D.C.",,313616,1969 -DRI,Darden Restaurants,reports,Consumer Discretionary,Restaurants,"Orlando, Florida",,940944,1938 +DRI,Darden,reports,Consumer Discretionary,Restaurants,"Orlando, Florida",,940944,1938 DVA,DaVita,reports,Health Care,Health Care Facilities,"Denver, Colorado",2008-07-31,927066,1979 DE,Deere & Co.,reports,Industrials,Agricultural & Farm Machinery,"Moline, Illinois",1957-03-04,315189,1837 DAL,Delta Air Lines,reports,Industrials,Airlines,"Atlanta, Georgia",2013-09-11,27904,1929 XRAY,Dentsply Sirona,reports,Health Care,Health Care Supplies,"Charlotte, North Carolina",2008-11-14,818479,2016 (1969) -DVN,Devon Energy,reports,Energy,Oil & Gas Exploration & Production,"Oklahoma City, Oklahoma",2000-08-30,1090012,1971 +DVN,Devon,reports,Energy,Oil & Gas Exploration & Production,"Oklahoma City, Oklahoma",2000-08-30,1090012,1971 DXCM,DexCom,reports,Health Care,Health Care Equipment,"San Diego, California",2020-05-12,1093557,1999 -FANG,Diamondback Energy,reports,Energy,Oil & Gas Exploration & Production,"Midland, Texas",2018-12-03,1539838,2007 +FANG,Diamondback,reports,Energy,Oil & Gas Exploration & Production,"Midland, Texas",2018-12-03,1539838,2007 DLR,Digital Realty,reports,Real Estate,Specialized REITs,"Austin, Texas",2016-05-18,1297996,2004 -DFS,Discover Financial Services,reports,Financials,Consumer Finance,"Riverwoods, Illinois",2007-07-02,1393612,1985 +DFS,Discover,reports,Financials,Consumer Finance,"Riverwoods, Illinois",2007-07-02,1393612,1985 DISCA,Discovery (Series A),reports,Communication Services,Broadcasting,"New York City, New York",2010-03-01,1437107,1985 DISCK,Discovery (Series C),reports,Communication Services,Broadcasting,"New York City, New York",2014-08-07,1437107,1985 -DISH,Dish Network,reports,Communication Services,Cable & Satellite,"Meridian, Colorado",2017-03-13,1001082,1980 +DISH,Dish,reports,Communication Services,Cable & Satellite,"Meridian, Colorado",2017-03-13,1001082,1980 +DIS,Disney,reports,Communication Services,Movies & Entertainment,"Burbank, California",1976-06-30,1744489,1923 DG,Dollar General,reports,Consumer Discretionary,General Merchandise Stores,"Goodlettsville, Tennessee",2012-12-03,29534,1939 DLTR,Dollar Tree,reports,Consumer Discretionary,General Merchandise Stores,"Chesapeake, Virginia",2011-12-19,935703,1986 D,Dominion Energy,reports,Utilities,Electric Utilities,"Richmond, Virginia",,715957,1983 -DPZ,Domino's Pizza,reports,Consumer Discretionary,Restaurants,"Ann Arbor, Michigan",2020-05-12,1286681,1960 -DOV,Dover Corporation,reports,Industrials,Industrial Machinery,"Downers Grove, Illinois",1985-10-31,29905,1955 +DPZ,Domino's,reports,Consumer Discretionary,Restaurants,"Ann Arbor, Michigan",2020-05-12,1286681,1960 +DOV,Dover,reports,Industrials,Industrial Machinery,"Downers Grove, Illinois",1985-10-31,29905,1955 DOW,Dow,reports,Materials,Commodity Chemicals,"Midland, Michigan",2019-04-01,1751788,2019 -DTE,DTE Energy,reports,Utilities,Multi-Utilities,"Detroit, Michigan",1957-03-04,936340,1995 +DTE,DTE,reports,Utilities,Multi-Utilities,"Detroit, Michigan",1957-03-04,936340,1995 DUK,Duke Energy,reports,Utilities,Electric Utilities,"Charlotte, North Carolina",1976-06-30,1326160,1904 DRE,Duke Realty,reports,Real Estate,Industrial REITs,"Indianapolis, Indiana",2017-07-26,783280,1972 DD,DuPont,reports,Materials,Specialty Chemicals,"Wilmington, Delaware",2019-04-02,1666700,2017 DXC,DXC Technology,reports,Information Technology,IT Consulting & Other Services,"Tysons Corner, Virginia",2017-04-04,1688568,2017 -EMN,Eastman Chemical,reports,Materials,Diversified Chemicals,"Kingsport, Tennessee",1994-01-01,915389,1920 +EMN,Eastman,reports,Materials,Diversified Chemicals,"Kingsport, Tennessee",1994-01-01,915389,1920 ETN,Eaton,reports,Industrials,Electrical Components & Equipment,"Dublin, Ireland",,1551182,1911 EBAY,eBay,reports,Consumer Discretionary,Internet & Direct Marketing Retail,"San Jose, California",2002-07-22,1065088,1995 ECL,Ecolab,reports,Materials,Specialty Chemicals,"Saint Paul, Minnesota",1989-01-31,31462,1923 @@ -170,19 +172,19 @@ EIX,Edison International,reports,Utilities,Electric Utilities,"Rosemead, Califor EW,Edwards Lifesciences,reports,Health Care,Health Care Equipment,"Irvine, California",2011-04-01,1099800,1958 EA,Electronic Arts,reports,Communication Services,Interactive Home Entertainment,"Redwood City, California",2002-07-22,712515,1982 EMR,Emerson,reports,Industrials,Electrical Components & Equipment,"Ferguson, Missouri",1965-03-31,32604,1890 -ENPH,Enphase Energy,reports,Information Technology,Electronic Components,"Fremont, California",2021-01-07,1463101,2006 +ENPH,Enphase,reports,Information Technology,Electronic Components,"Fremont, California",2021-01-07,1463101,2006 ETR,Entergy,reports,Utilities,Electric Utilities,"New Orleans, Louisiana",1957-03-04,65984,1913 EOG,EOG Resources,reports,Energy,Oil & Gas Exploration & Production,"Houston, Texas",2000-11-02,821189,1999 -EPAM,EPAM Systems,reports,Information Technology,IT Consulting & Other Services,"Newtown, Pennsylvania",2021-12-14,1352010,1993 +EPAM,EPAM,reports,Information Technology,IT Consulting & Other Services,"Newtown, Pennsylvania",2021-12-14,1352010,1993 EFX,Equifax,reports,Industrials,Research & Consulting Services,"Atlanta, Georgia",1997-06-19,33185,1899 EQIX,Equinix,reports,Real Estate,Specialized REITs,"Redwood City, California",2015-03-20,1101239,1998 EQR,Equity Residential,reports,Real Estate,Residential REITs,"Chicago, Illinois",2001-12-03,906107,1969 -ESS,Essex Property Trust,reports,Real Estate,Residential REITs,"San Mateo, California",2014-04-02,920522,1971 +ESS,Essex,reports,Real Estate,Residential REITs,"San Mateo, California",2014-04-02,920522,1971 EL,Estée Lauder Companies,reports,Consumer Staples,Personal Products,"New York City, New York",2006-01-05,1001250,1946 ETSY,Etsy,reports,Consumer Discretionary,Internet & Direct Marketing Retail,"New York City, New York",2020-09-21,1370637,2005 +RE,Everest,reports,Financials,Reinsurance,"Hamilton, Bermuda",2017-06-19,1095073,1973 EVRG,Evergy,reports,Utilities,Electric Utilities,"Kansas City, Missouri",2018-06-05,1711269,1909 -ES,Eversource Energy,reports,Utilities,Multi-Utilities,"Hartford, Connecticut",,72741,1966 -RE,Everest Re,reports,Financials,Reinsurance,"Hamilton, Bermuda",2017-06-19,1095073,1973 +ES,Eversource,reports,Utilities,Multi-Utilities,"Hartford, Connecticut",2009,72741,1966 EXC,Exelon,reports,Utilities,Multi-Utilities,"Chicago, Illinois",1957-03-04,1109357,2000 EXPE,Expedia Group,reports,Consumer Discretionary,Internet & Direct Marketing Retail,"Seattle, Washington",2007-10-02,1324424,1996 EXPD,Expeditors,reports,Industrials,Air Freight & Logistics,"Seattle, Washington",2007-10-10,746515,1979 @@ -191,47 +193,47 @@ XOM,ExxonMobil,reports,Energy,Integrated Oil & Gas,"Irving, Texas",1957-03-04,34 FFIV,F5,reports,Information Technology,Communications Equipment,"Seattle, Washington",2010-12-20,1048695,1996 FDS,FactSet,reports,Financials,Financial Exchanges & Data,"Norwalk, Connecticut",2021-12-20,1013237,1978 FAST,Fastenal,reports,Industrials,Building Products,"Winona, Minnesota",2008-09-15,815556,1967 -FRT,Federal Realty Investment Trust,reports,Real Estate,Retail REITs,"Rockville, Maryland",2016-02-01,34903,1962 +FRT,Federal Realty,reports,Real Estate,Retail REITs,"Rockville, Maryland",2016-02-01,34903,1962 FDX,FedEx,reports,Industrials,Air Freight & Logistics,"Memphis, Tennessee",1980-12-31,1048911,1971 -FIS,Fidelity National Information Services,reports,Information Technology,Data Processing & Outsourced Services,"Jacksonville, Florida",2006-11-10,1136893,1968 -FITB,Fifth Third Bancorp,reports,Financials,Regional Banks,"Cincinnati, Ohio",,35527,1858 +FITB,Fifth Third Bank,reports,Financials,Regional Banks,"Cincinnati, Ohio",,35527,1858 +FRC,First Republic,reports,Financials,Regional Banks,"San Francisco, California",2019-01-02,1132979,1985 FE,FirstEnergy,reports,Utilities,Electric Utilities,"Akron, Ohio",,1031296,1997 -FRC,First Republic Bank,reports,Financials,Regional Banks,"San Francisco, California",2019-01-02,1132979,1985 +FIS,FIS,reports,Information Technology,Data Processing & Outsourced Services,"Jacksonville, Florida",2006-11-10,1136893,1968 FISV,Fiserv,reports,Information Technology,Data Processing & Outsourced Services,"Brookfield, Wisconsin",2001-04-02,798354,1984 FLT,Fleetcor,reports,Information Technology,Data Processing & Outsourced Services,"Norcross, Georgia",2018-06-20,1175454,2000 -FMC,FMC Corporation,reports,Materials,Fertilizers & Agricultural Chemicals,"Philadelphia, Pennsylvania",2009-08-19,37785,1883 +FMC,FMC,reports,Materials,Fertilizers & Agricultural Chemicals,"Philadelphia, Pennsylvania",2009-08-19,37785,1883 F,Ford,reports,Consumer Discretionary,Automobile Manufacturers,"Dearborn, Michigan",1957-03-04,37996,1903 FTNT,Fortinet,reports,Information Technology,Systems Software,"Sunnyvale, California",2018-10-11,1262039,2000 FTV,Fortive,reports,Industrials,Industrial Machinery,"Everett, Washington",2016-07-01,1659166,2016 -FBHS,Fortune Brands Home & Security,reports,Industrials,Building Products,"Deerfield, Illinois",2016-06-22,1519751,2011 (1969) +FBHS,Fortune Brands,reports,Industrials,Building Products,"Deerfield, Illinois",2016-06-22,1519751,2011 (1969) FOXA,Fox Corporation (Class A),reports,Communication Services,Movies & Entertainment,"New York City, New York",2013-07-01,1754301,2019 FOX,Fox Corporation (Class B),reports,Communication Services,Movies & Entertainment,"New York City, New York",2015-09-18,1754301,2019 -BEN,Franklin Resources,reports,Financials,Asset Management & Custody Banks,"San Mateo, California",,38777,1947 +BEN,Franklin Templeton,reports,Financials,Asset Management & Custody Banks,"San Mateo, California",,38777,1947 FCX,Freeport-McMoRan,reports,Materials,Copper,"Phoenix, Arizona",,831259,1912 -GPS,Gap,reports,Consumer Discretionary,Apparel Retail,"San Francisco, California",1986-08-31,39911,1969 +AJG,Gallagher,reports,Financials,Insurance Brokers,"Rolling Meadows, Illinois",2016-05-31,354190,1927 GRMN,Garmin,reports,Consumer Discretionary,Consumer Electronics,"Schaffhausen, Switzerland",2012-12-12,1121788,1989 IT,Gartner,reports,Information Technology,IT Consulting & Other Services,"Stamford, Connecticut",2017-04-05,749251,1979 -GNRC,Generac Holdings,reports,Industrials,Electrical Components & Equipment,"Waukesha, Wisconsin",2021-03-22,1474735,1959 +GE,GE,reports,Industrials,Industrial Conglomerates,"Boston, Massachusetts",,40545,1892 +GNRC,Generac,reports,Industrials,Electrical Components & Equipment,"Waukesha, Wisconsin",2021-03-22,1474735,1959 GD,General Dynamics,reports,Industrials,Aerospace & Defense,"Falls Church, Virginia",1957-03-04,40533,1899 -GE,General Electric,reports,Industrials,Industrial Conglomerates,"Boston, Massachusetts",,40545,1892 GIS,General Mills,reports,Consumer Staples,Packaged Foods & Meats,"Golden Valley, Minnesota",1969-03-31,40704,1856 -GM,General Motors,reports,Consumer Discretionary,Automobile Manufacturers,"Detroit, Michigan",2013-06-06,1467858,1908 GPC,Genuine Parts,reports,Consumer Discretionary,Specialty Stores,"Atlanta, Georgia",1973-12-31,40987,1925 -GILD,Gilead Sciences,reports,Health Care,Biotechnology,"Foster City, California",2004-07-01,882095,1987 +GILD,Gilead,reports,Health Care,Biotechnology,"Foster City, California",2004-07-01,882095,1987 GL,Globe Life,reports,Financials,Life & Health Insurance,"McKinney, Texas",1989-04-30,320335,1900 GPN,Global Payments,reports,Information Technology,Data Processing & Outsourced Services,"Atlanta, Georgia",2016-04-25,1123360,2000 +GM,GM,reports,Consumer Discretionary,Automobile Manufacturers,"Detroit, Michigan",2013-06-06,1467858,1908 GS,Goldman Sachs,reports,Financials,Investment Banking & Brokerage,"New York City, New York",2002-07-22,886982,1869 -GWW,W. W. Grainger,reports,Industrials,Industrial Machinery,"Lake Forest, Illinois",1981-06-30,277135,1927 +GWW,Grainger,reports,Industrials,Industrial Machinery,"Lake Forest, Illinois",1981-06-30,277135,1927 HAL,Halliburton,reports,Energy,Oil & Gas Equipment & Services,"Houston, Texas",1957-03-04,45012,1919 -HIG,The Hartford,reports,Financials,Property & Casualty Insurance,"Hartford, Connecticut",1957-03-04,874766,1810 +HIG,Hartford (The),reports,Financials,Property & Casualty Insurance,"Hartford, Connecticut",1957-03-04,874766,1810 HAS,Hasbro,reports,Consumer Discretionary,Leisure Products,"Pawtucket, Rhode Island",1984-09-30,46080,1923 HCA,HCA Healthcare,reports,Health Care,Health Care Facilities,"Nashville, Tennessee",2015-01-27,860730,1968 -PEAK,Healthpeak Properties,reports,Real Estate,Health Care REITs,"Long Beach, California",2008-03-31,765880,1985 +PEAK,Healthpeak,reports,Real Estate,Health Care REITs,"Long Beach, California",2008-03-31,765880,1985 HSIC,Henry Schein,reports,Health Care,Health Care Distributors,"Melville, New York",2015-03-17,1000228,1932 -HSY,The Hershey Company,reports,Consumer Staples,Packaged Foods & Meats,"Hershey, Pennsylvania",1957-03-04,47111,1894 -HES,Hess Corporation,reports,Energy,Integrated Oil & Gas,"New York City, New York",1984-05-31,4447,1919 +HSY,Hershey's,reports,Consumer Staples,Packaged Foods & Meats,"Hershey, Pennsylvania",1957-03-04,47111,1894 +HES,Hess,reports,Energy,Integrated Oil & Gas,"New York City, New York",1984-05-31,4447,1919 HPE,Hewlett Packard Enterprise,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Houston, Texas",2015-11-02,1645590,2015 -HLT,Hilton Worldwide,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Tysons Corner, Virginia",2017-06-19,1585689,1919 +HLT,Hilton,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Tysons Corner, Virginia",2017-06-19,1585689,1919 HOLX,Hologic,reports,Health Care,Health Care Equipment,"Marlborough, Massachusetts",2016-03-30,859737,1985 HD,Home Depot,reports,Consumer Discretionary,Home Improvement Retail,"Atlanta, Georgia",1988-03-31,354950,1978 HON,Honeywell,reports,Industrials,Industrial Conglomerates,"Charlotte, North Carolina",1964-03-31,773840,1906 @@ -240,11 +242,10 @@ HST,Host Hotels & Resorts,reports,Real Estate,Hotel & Resort REITs,"Bethesda, Ma HWM,Howmet Aerospace,reports,Industrials,Aerospace & Defense,"Pittsburgh, Pennsylvania",1964-03-31,4281,2016 HPQ,HP,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Palo Alto, California",1974-12-31,47217,1939 (2015) HUM,Humana,reports,Health Care,Managed Health Care,"Louisville, Kentucky",,49071,1961 -HBAN,Huntington Bancshares,reports,Financials,Regional Banks,"Columbus, Ohio; Detroit, Michigan",,49196,1866 HII,Huntington Ingalls Industries,reports,Industrials,Aerospace & Defense,"Newport News, Virginia",2018-01-03,1501585,2011 -IEX,IDEX Corporation,reports,Industrials,Industrial Machinery,"Lake Forest, Illinois",2019-08-09,832101,1988 +HBAN,Huntington National Bank,reports,Financials,Regional Banks,"Columbus, Ohio; Detroit, Michigan",,49196,1866 +IEX,IDEX,reports,Industrials,Industrial Machinery,"Lake Forest, Illinois",2019-08-09,832101,1988 IDXX,Idexx Laboratories,reports,Health Care,Health Care Equipment,"Westbrook, Maine",2017-01-05,874716,1983 -INFO,IHS Markit,reports,Industrials,Research & Consulting Services,"London, England",2017-06-02,1598014,1959 ITW,Illinois Tool Works,reports,Industrials,Industrial Machinery,"Glenview, Illinois",1986-02-28,49826,1912 ILMN,Illumina,reports,Health Care,Life Sciences Tools & Services,"San Diego, California",2015-11-19,1110803,1998 INCY,Incyte,reports,Health Care,Biotechnology,"Wilmington, Delaware",2017-02-28,879169,1991 @@ -261,39 +262,38 @@ IVZ,Invesco,reports,Financials,Asset Management & Custody Banks,"Atlanta, Georgi IPGP,IPG Photonics,reports,Information Technology,Electronic Manufacturing Services,"Oxford, Massachusetts",2018-03-07,1111928,1990 IQV,IQVIA,reports,Health Care,Life Sciences Tools & Services,"Durham, North Carolina",2017-08-29,1478242,1982 IRM,Iron Mountain,reports,Real Estate,Specialized REITs,"Boston, Massachusetts",2009-01-06,1020569,1951 +JBHT,J.B. Hunt,reports,Industrials,Trucking,"Lowell, Arkansas",2015-07-01,728535,1961 JKHY,Jack Henry & Associates,reports,Information Technology,Data Processing & Outsourced Services,"Monett, Missouri",2018-11-13,779152,1976 -J,Jacobs Engineering Group,reports,Industrials,Construction & Engineering,"Dallas, Texas",2007-10-26,52988,1947 -JBHT,J. B. Hunt,reports,Industrials,Trucking,"Lowell, Arkansas",2015-07-01,728535,1961 -SJM,JM Smucker,reports,Consumer Staples,Packaged Foods & Meats,"Orrville, Ohio",2008-11-06,91419,1897 +J,Jacobs,reports,Industrials,Construction & Engineering,"Dallas, Texas",2007-10-26,52988,1947 JNJ,Johnson & Johnson,reports,Health Care,Pharmaceuticals,"New Brunswick, New Jersey",1973-06-30,200406,1886 JCI,Johnson Controls,reports,Industrials,Building Products,"Cork, Ireland",2010-08-27,833444,1885 JPM,JPMorgan Chase,reports,Financials,Diversified Banks,"New York City, New York",1975-06-30,19617,2000 (1799 / 1871) JNPR,Juniper Networks,reports,Information Technology,Communications Equipment,"Sunnyvale, California",2006-06-02,1043604,1996 K,Kellogg's,reports,Consumer Staples,Packaged Foods & Meats,"Battle Creek, Michigan",1989-09-11,55067,1906 KEY,KeyCorp,reports,Financials,Regional Banks,"Cleveland, Ohio",1994-03-01,91576,1825 -KEYS,Keysight Technologies,reports,Information Technology,Electronic Equipment & Instruments,"Santa Rosa, California",2018-11-06,1601046,2014 +KEYS,Keysight,reports,Information Technology,Electronic Equipment & Instruments,"Santa Rosa, California",2018-11-06,1601046,2014 KMB,Kimberly-Clark,reports,Consumer Staples,Household Products,"Irving, Texas",1957-03-04,55785,1872 KIM,Kimco Realty,reports,Real Estate,Retail REITs,"New Hyde Park, New York",2006-04-04,879101,1958 KMI,Kinder Morgan,reports,Energy,Oil & Gas Storage & Transportation,"Houston, Texas",2012-05-25,1506307,1997 -KLAC,KLA Corporation,reports,Information Technology,Semiconductor Equipment,"Milpitas, California",,319201,1975/1977 (1997) +KLAC,KLA,reports,Information Technology,Semiconductor Equipment,"Milpitas, California",,319201,1975/1977 (1997) KHC,Kraft Heinz,reports,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois; Pittsburgh, Pennsylvania",2015-07-06,1637459,2015 (1869) KR,Kroger,reports,Consumer Staples,Food Retail,"Cincinnati, Ohio",1957-03-04,56873,1883 -LHX,L3Harris Technologies,reports,Industrials,Aerospace & Defense,"Melbourne, Florida",2008-09-22,202058,2019 (1895) +LHX,L3Harris,reports,Industrials,Aerospace & Defense,"Melbourne, Florida",2008-09-22,202058,2019 (1895) LH,LabCorp,reports,Health Care,Health Care Services,"Burlington, North Carolina",2004-11-01,920148,1978 LRCX,Lam Research,reports,Information Technology,Semiconductor Equipment,"Fremont, California",2012-06-29,707549,1980 LW,Lamb Weston,reports,Consumer Staples,Packaged Foods & Meats,"Eagle, Idaho",2018-12-03,1679273,2016 (1950) LVS,Las Vegas Sands,reports,Consumer Discretionary,Casinos & Gaming,"Las Vegas, Nevada",2019-10-03,1300514,1988 LDOS,Leidos,reports,Industrials,Diversified Support Services,"Reston, Virginia",2019-08-09,1336920,1969 LEN,Lennar,reports,Consumer Discretionary,Homebuilding,"Miami, Florida",2005-10-04,920760,1954 -LLY,Eli Lilly,reports,Health Care,Pharmaceuticals,"Indianapolis, Indiana",1970-12-31,59478,1876 -LNC,Lincoln National,reports,Financials,Multi-line Insurance,"Radnor, Pennsylvania",1976-06-30,59558,1905 +LLY,Lilly,reports,Health Care,Pharmaceuticals,"Indianapolis, Indiana",1970-12-31,59478,1876 +LNC,Lincoln Financial,reports,Financials,Multi-line Insurance,"Radnor, Pennsylvania",1976-06-30,59558,1905 LIN,Linde,reports,Materials,Industrial Gases,"Guildford, England",1992-07-01,1707925,1879 LYV,Live Nation Entertainment,reports,Communication Services,Movies & Entertainment,"Beverly Hills, California",2019-12-23,1335258,2010 LKQ,LKQ Corporation,reports,Consumer Discretionary,Distributors,"Chicago, Illinois",2016-05-23,1065696,1998 LMT,Lockheed Martin,reports,Industrials,Aerospace & Defense,"Bethesda, Maryland",1984-07-31,936468,1995 L,Loews Corporation,reports,Financials,Multi-line Insurance,"New York City, New York",,60086,1959 LOW,Lowe's,reports,Consumer Discretionary,Home Improvement Retail,"Mooresville, North Carolina",1984-02-29,60667,1904/1946/1959 -LUMN,Lumen Technologies,reports,Communication Services,Alternative Carriers,"Monroe, Louisiana",1999-03-25,18926,1983 (1877) +LUMN,Lumen,reports,Communication Services,Alternative Carriers,"Monroe, Louisiana",1999-03-25,18926,1983 (1877) LYB,LyondellBasell,reports,Materials,Specialty Chemicals,"Rotterdam, Netherlands",2012-09-05,1489393,2007 MTB,M&T Bank,reports,Financials,Regional Banks,"Buffalo, New York",2004-02-23,36270,1856 MRO,Marathon Oil,reports,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1991-05-01,101778,1887 @@ -301,32 +301,33 @@ MPC,Marathon Petroleum,reports,Energy,Oil & Gas Refining & Marketing,"Findlay, O MKTX,MarketAxess,reports,Financials,Financial Exchanges & Data,"New York City, New York",2019-07-01,1278021,2000 MAR,Marriott International,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Bethesda, Maryland",,1048286,1927 MMC,Marsh & McLennan,reports,Financials,Insurance Brokers,"New York City, New York",1987-08-31,62709,1905 -MLM,Martin Marietta Materials,reports,Materials,Construction Materials,"Raleigh, North Carolina",2014-07-02,916076,1993 +MLM,Martin Marietta,reports,Materials,Construction Materials,"Raleigh, North Carolina",2014-07-02,916076,1993 MAS,Masco,reports,Industrials,Building Products,"Livonia, Michigan",1981-06-30,62996,1929 MA,Mastercard,reports,Information Technology,Data Processing & Outsourced Services,"Harrison, New York",2008-07-18,1141391,1966 MTCH,Match Group,reports,Communication Services,Interactive Media & Services,"Dallas, Texas",2021-09-20,891103,1986 -MKC,McCormick & Company,reports,Consumer Staples,Packaged Foods & Meats,"Hunt Valley, Maryland",2003-03-20,63754,1889 +MKC,McCormick,reports,Consumer Staples,Packaged Foods & Meats,"Hunt Valley, Maryland",2003-03-20,63754,1889 MCD,McDonald's,reports,Consumer Discretionary,Restaurants,"Chicago, Illinois",1970-06-30,63908,1940 -MCK,McKesson Corporation,reports,Health Care,Health Care Distributors,"Irving, Texas",,927653,1833 +MCK,McKesson,reports,Health Care,Health Care Distributors,"Irving, Texas",,927653,1833 MDT,Medtronic,reports,Health Care,Health Care Equipment,"Dublin, Ireland",1986-10-31,1613103,1949 MRK,Merck,reports,Health Care,Pharmaceuticals,"Kenilworth, New Jersey",1957-03-04,310158,1891 -FB,Meta Platforms,reports,Communication Services,Interactive Media & Services,"Menlo Park, California",2013-12-23,1326801,2004 +FB,Meta,reports,Communication Services,Interactive Media & Services,"Menlo Park, California",2013-12-23,1326801,2004 MET,MetLife,reports,Financials,Life & Health Insurance,"New York City, New York",,1099219,1868 MTD,Mettler Toledo,reports,Health Care,Life Sciences Tools & Services,"Columbus, Ohio",2016-09-06,1037646,1945 -MGM,MGM Resorts International,reports,Consumer Discretionary,Casinos & Gaming,"Paradise, Nevada",2017-07-26,789570,1986 -MCHP,Microchip Technology,reports,Information Technology,Semiconductors,"Chandler, Arizona",2007-09-07,827054,1989 -MU,Micron Technology,reports,Information Technology,Semiconductors,"Boise, Idaho",1994-09-27,723125,1978 +MGM,MGM Resorts,reports,Consumer Discretionary,Casinos & Gaming,"Paradise, Nevada",2017-07-26,789570,1986 +MCHP,Microchip,reports,Information Technology,Semiconductors,"Chandler, Arizona",2007-09-07,827054,1989 +MU,Micron,reports,Information Technology,Semiconductors,"Boise, Idaho",1994-09-27,723125,1978 MSFT,Microsoft,reports,Information Technology,Systems Software,"Redmond, Washington",1994-06-01,789019,1975 MAA,Mid-America Apartments,reports,Real Estate,Residential REITs,"Memphis, Tennessee",2016-12-02,912595,1977 MRNA,Moderna,reports,Health Care,Biotechnology,"Cambridge, Massachusetts",2021-07-21,1682852,2010 MHK,Mohawk Industries,reports,Consumer Discretionary,Home Furnishings,"Calhoun, Georgia",2013-12-23,851968,1878 +MOH,Molina Healthcare,reports,Health Care,Managed Health Care,"Long Beach, California",2022-03-02,1179929,1980 TAP,Molson Coors,reports,Consumer Staples,Brewers,"Chicago, Illinois",1976-06-30,24545,"2005 (Molson 1786, Coors 1873)" MDLZ,Mondelez International,reports,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois",2012-10-02,1103982,2012 MPWR,Monolithic Power Systems,reports,Information Technology,Semiconductors,"Kirkland, Washington",2021-02-12,1280452,1997 MNST,Monster Beverage,reports,Consumer Staples,Soft Drinks,"Corona, California",2012-06-28,865752,2012 (1935) MCO,Moody's,reports,Financials,Financial Exchanges & Data,"New York City, New York",,1059556,1909 MS,Morgan Stanley,reports,Financials,Investment Banking & Brokerage,"New York City, New York",,895421,1935 -MOS,The Mosaic Company,reports,Materials,Fertilizers & Agricultural Chemicals,"Tampa, Florida",2011-09-26,1285785,2004 (1865 / 1909) +MOS,Mosaic,reports,Materials,Fertilizers & Agricultural Chemicals,"Tampa, Florida",2011-09-26,1285785,2004 (1865 / 1909) MSI,Motorola Solutions,reports,Information Technology,Communications Equipment,"Chicago, Illinois",,68505,1928 (2011) MSCI,MSCI,reports,Financials,Financial Exchanges & Data,"New York City, New York",2018-04-04,1408198,1969 NDAQ,Nasdaq,reports,Financials,Financial Exchanges & Data,"New York City, New York",2008-10-22,1120193,1971 @@ -337,9 +338,10 @@ NEM,Newmont,reports,Materials,Gold,"Denver, Colorado",1969-06-30,1164727,1921 NWSA,News Corp (Class A),reports,Communication Services,Publishing,"New York City, New York",2013-08-01,1564708,2013 (1980) NWS,News Corp (Class B),reports,Communication Services,Publishing,"New York City, New York",2015-09-18,1564708,2013 (1980) NEE,NextEra Energy,reports,Utilities,Multi-Utilities,"Juno Beach, Florida",1976-06-30,753308,1984 (1925) -NLSN,Nielsen Holdings,reports,Industrials,Research & Consulting Services,"New York City, New York",2013-07-09,1492633,1923 +NLSN,Nielsen,reports,Industrials,Research & Consulting Services,"New York City, New York",2013-07-09,1492633,1923 NKE,Nike,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Washington County, Oregon",1988-11-30,320187,1964 NI,NiSource,reports,Utilities,Multi-Utilities,"Merrillville, Indiana",,1111711,1912 +NDSN,Nordson,reports,Industrials,Industrial Machinery,"Westlake, Ohio",2022-02-15,72331,1935 NSC,Norfolk Southern,reports,Industrials,Railroads,"Norfolk, Virginia",1957-03-04,702165,1881/1894 (1980) NTRS,Northern Trust,reports,Financials,Asset Management & Custody Banks,"Chicago, Illinois",,73124,1889 NOC,Northrop Grumman,reports,Industrials,Aerospace & Defense,"West Falls Church, Virginia",1985-06-30,1133421,"1994 (Northrop 1939, Grumman 1930)" @@ -352,15 +354,16 @@ NVR,NVR,reports,Consumer Discretionary,Homebuilding,"Reston, Virginia",2019-09-2 NXPI,NXP,reports,Information Technology,Semiconductors,"Eindhoven, Netherlands",2021-03-22,1413447,1953 ORLY,O'Reilly Automotive,reports,Consumer Discretionary,Specialty Stores,"Springfield, Missouri",2009-03-27,898173,1957 OXY,Occidental Petroleum,reports,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1982-12-31,797468,1920 -ODFL,Old Dominion Freight Line,reports,Industrials,Trucking,"Thomasville, North Carolina",2019-12-09,878927,1934 +ODFL,Old Dominion,reports,Industrials,Trucking,"Thomasville, North Carolina",2019-12-09,878927,1934 OMC,Omnicom Group,reports,Communication Services,Advertising,"New York City, New York",,29989,1986 OKE,Oneok,reports,Energy,Oil & Gas Storage & Transportation,"Tulsa, Oklahoma",2010-03-15,1039684,1906 ORCL,Oracle,reports,Information Technology,Application Software,"Austin, Texas",1989-08-31,1341439,1977 -OGN,Organon & Co.,reports,Health Care,Pharmaceuticals,"Jersey City, New Jersey",2021-06-03,1821825,2021 -OTIS,Otis Worldwide,reports,Industrials,Industrial Machinery,"Farmington, Connecticut",2020-04-03,1781335,2020 (1853) +OGN,Organon,reports,Health Care,Pharmaceuticals,"Jersey City, New Jersey",2021-06-03,1821825,2021 +OTIS,Otis,reports,Industrials,Industrial Machinery,"Farmington, Connecticut",2020-04-03,1781335,2020 (1853) PCAR,Paccar,reports,Industrials,Construction Machinery & Heavy Trucks,"Bellevue, Washington",1980-12-31,75362,1905 PKG,Packaging Corporation of America,reports,Materials,Paper Packaging,"Lake Forest, Illinois",2017-07-26,75677,1959 -PH,Parker-Hannifin,reports,Industrials,Industrial Machinery,"Cleveland, Ohio",1985-11-30,76334,1917 +PARA,Paramount,reports,Communication Services,Movies & Entertainment,"New York City, New York",,813828,2019 (1952) +PH,Parker,reports,Industrials,Industrial Machinery,"Cleveland, Ohio",1985-11-30,76334,1917 PAYX,Paychex,reports,Information Technology,Data Processing & Outsourced Services,"Penfield, New York",,723531,1971 PAYC,Paycom,reports,Information Technology,Application Software,"Oklahoma City, Oklahoma",2020-01-28,1590955,1998 PYPL,PayPal,reports,Information Technology,Data Processing & Outsourced Services,"San Jose, California",2015-07-20,1633917,1998 @@ -372,73 +375,74 @@ PKI,PerkinElmer,reports,Health Care,Health Care Equipment,"Waltham, Massachusett PFE,Pfizer,reports,Health Care,Pharmaceuticals,"New York City, New York",1957-03-04,78003,1849 PM,Philip Morris International,reports,Consumer Staples,Tobacco,"New York City, New York",2008-03-31,1413329,2008 (1847) PSX,Phillips 66,reports,Energy,Oil & Gas Refining & Marketing,"Houston, Texas",2012-05-01,1534701,2012 (1917) -PNW,Pinnacle West Capital,reports,Utilities,Multi-Utilities,"Phoenix, Arizona",,764622,1985 +PNW,Pinnacle West,reports,Utilities,Multi-Utilities,"Phoenix, Arizona",,764622,1985 PXD,Pioneer Natural Resources,reports,Energy,Oil & Gas Exploration & Production,"Irving, Texas",2008-09-24,1038357,1997 PNC,PNC Financial Services,reports,Financials,Regional Banks,"Pittsburgh, Pennsylvania",1988-04-30,713676,1845 POOL,Pool Corporation,reports,Consumer Discretionary,Distributors,"Covington, Louisiana",2020-10-07,945841,1993 PPG,PPG Industries,reports,Materials,Specialty Chemicals,"Pittsburgh, Pennsylvania",1957-03-04,79879,1883 PPL,PPL,reports,Utilities,Electric Utilities,"Allentown, Pennsylvania",,922224,1920 -PFG,Principal Financial Group,reports,Financials,Life & Health Insurance,"Des Moines, Iowa",2002-07-22,1126328,1879 +PFG,Principal,reports,Financials,Life & Health Insurance,"Des Moines, Iowa",2002-07-22,1126328,1879 PG,Procter & Gamble,reports,Consumer Staples,Personal Products,"Cincinnati, Ohio",1957-03-04,80424,1837 -PGR,Progressive Corporation,reports,Financials,Property & Casualty Insurance,"Mayfield Village, Ohio",1997-08-04,80661,1937 +PGR,Progressive,reports,Financials,Property & Casualty Insurance,"Mayfield Village, Ohio",1997-08-04,80661,1937 PLD,Prologis,reports,Real Estate,Industrial REITs,"San Francisco, California",2003-07-17,1045609,1983 -PRU,Prudential Financial,reports,Financials,Life & Health Insurance,"Newark, New Jersey",2002-07-22,1137774,1875 +PRU,Prudential,reports,Financials,Life & Health Insurance,"Newark, New Jersey",2002-07-22,1137774,1875 PEG,PSEG,reports,Utilities,Electric Utilities,"Newark, New Jersey",1957-03-04,788784,1903 PTC,PTC,reports,Information Technology,Application Software,"Boston, Massachusetts",2021-04-20,857005,1985 PSA,Public Storage,reports,Real Estate,Specialized REITs,"Glendale, California",2005-08-19,1393311,1972 PHM,PulteGroup,reports,Consumer Discretionary,Homebuilding,"Atlanta, Georgia",1984-04-30,822416,1956 PVH,PVH,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York City, New York",2013-02-15,78239,1881 QRVO,Qorvo,reports,Information Technology,Semiconductors,"Greensboro, North Carolina",2015-06-11,1604778,2015 -PWR,Quanta Services,reports,Industrials,Construction & Engineering,"Houston, Texas",2009-07-01,1050915,1997 +PWR,Quanta,reports,Industrials,Construction & Engineering,"Houston, Texas",2009-07-01,1050915,1997 QCOM,Qualcomm,reports,Information Technology,Semiconductors,"San Diego, California",,804328,1985 DGX,Quest Diagnostics,reports,Health Care,Health Care Services,"Secaucus, New Jersey",2002-12-12,1022079,1967 -RL,Ralph Lauren Corporation,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York City, New York",2007-02-02,1037038,1967 -RJF,Raymond James Financial,reports,Financials,Investment Banking & Brokerage,"St. Petersburg, Florida",2017-03-20,720005,1962 +RL,Ralph Lauren,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York City, New York",2007-02-02,1037038,1967 +RJF,Raymond James,reports,Financials,Investment Banking & Brokerage,"St. Petersburg, Florida",2017-03-20,720005,1962 RTX,Raytheon Technologies,reports,Industrials,Aerospace & Defense,"Waltham, Massachusetts",,101829,1922 -O,Realty Income Corporation,reports,Real Estate,Retail REITs,"San Diego, California",2015-04-07,726728,1969 +O,Realty Income,reports,Real Estate,Retail REITs,"San Diego, California",2015-04-07,726728,1969 REG,Regency Centers,reports,Real Estate,Retail REITs,"Jacksonville, Florida",2017-03-02,910606,1963 -REGN,Regeneron Pharmaceuticals,reports,Health Care,Biotechnology,"Tarrytown, New York",2013-05-01,872589,1988 -RF,Regions Financial Corporation,reports,Financials,Regional Banks,"Birmingham, Alabama",1998-08-28,1281761,1971 +REGN,Regeneron,reports,Health Care,Biotechnology,"Tarrytown, New York",2013-05-01,872589,1988 +RF,Regions,reports,Financials,Regional Banks,"Birmingham, Alabama",1998-08-28,1281761,1971 RSG,Republic Services,reports,Industrials,Environmental & Facilities Services,"Phoenix, Arizona",2008-12-05,1060391,1998 (1981) RMD,ResMed,reports,Health Care,Health Care Equipment,"San Diego, California",2017-07-26,943819,1989 -RHI,Robert Half International,reports,Industrials,Human Resource & Employment Services,"Menlo Park, California",2000-12-05,315213,1948 +RHI,Robert Half,reports,Industrials,Human Resource & Employment Services,"Menlo Park, California",2000-12-05,315213,1948 ROK,Rockwell Automation,reports,Industrials,Electrical Components & Equipment,"Milwaukee, Wisconsin",,1024478,1903 ROL,Rollins,reports,Industrials,Environmental & Facilities Services,"Atlanta, Georgia",2018-10-01,84839,1948 -ROP,Roper Technologies,reports,Industrials,Industrial Conglomerates,"Sarasota, Florida",2009-12-23,882835,1981 -ROST,Ross Stores,reports,Consumer Discretionary,Apparel Retail,"Dublin, California",2009-12-21,745732,1982 +ROP,Roper,reports,Industrials,Industrial Conglomerates,"Sarasota, Florida",2009-12-23,882835,1981 +ROST,Ross,reports,Consumer Discretionary,Apparel Retail,"Dublin, California",2009-12-21,745732,1982 RCL,Royal Caribbean Group,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Miami, Florida",2014-12-05,884887,1997 SPGI,S&P Global,reports,Financials,Financial Exchanges & Data,"New York City, New York",,64040,1917 CRM,Salesforce,reports,Information Technology,Application Software,"San Francisco, California",2008-09-15,1108524,1999 SBAC,SBA Communications,reports,Real Estate,Specialized REITs,"Boca Raton, Florida",2017-09-01,1034054,1989 SLB,Schlumberger,reports,Energy,Oil & Gas Equipment & Services,"Curaçao, Kingdom of the Netherlands",1965-03-31,87347,1926 -STX,Seagate Technology,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Dublin, Ireland",2012-07-02,1137789,1979 +STX,Seagate,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Dublin, Ireland",2012-07-02,1137789,1979 SEE,Sealed Air,reports,Materials,Paper Packaging,"Charlotte, North Carolina",1957-03-04,1012100,1960 SRE,Sempra Energy,reports,Utilities,Multi-Utilities,"San Diego, California",,1032208,1998 NOW,ServiceNow,reports,Information Technology,Systems Software,"Santa Clara, California",2019-11-21,1373715,2003 SHW,Sherwin-Williams,reports,Materials,Specialty Chemicals,"Cleveland, Ohio",1964-06-30,89800,1866 SBNY,Signature Bank,reports,Financials,Regional Banks,"New York City, New York",2021-12-20,1288784,2001 -SPG,Simon Property Group,reports,Real Estate,Retail REITs,"Indianapolis, Indiana",2002-06-26,1063761,2003 -SWKS,Skyworks Solutions,reports,Information Technology,Semiconductors,"Woburn, Massachusetts",2015-03-12,4127,2002 +SPG,Simon,reports,Real Estate,Retail REITs,"Indianapolis, Indiana",2002-06-26,1063761,2003 +SWKS,Skyworks,reports,Information Technology,Semiconductors,"Woburn, Massachusetts",2015-03-12,4127,2002 +SJM,Smucker,reports,Consumer Staples,Packaged Foods & Meats,"Orrville, Ohio",2008-11-06,91419,1897 SNA,Snap-on,reports,Industrials,Industrial Machinery,"Kenosha, Wisconsin",1982-09-30,91440,1920 SEDG,SolarEdge,reports,Information Technology,Semiconductor Equipment,"Herzliya, Israel",2021-12-20,1419612,2006 SO,Southern Company,reports,Utilities,Electric Utilities,"Atlanta, Georgia",1957-03-04,92122,1945 LUV,Southwest Airlines,reports,Industrials,Airlines,"Dallas, Texas",1994-07-01,92380,1967 SWK,Stanley Black & Decker,reports,Industrials,Industrial Machinery,"New Britain, Connecticut",1982-09-30,93556,1843 -SBUX,Starbucks,reports,Consumer Discretionary,Restaurants,"Seattle, Washington",,829224,1971 -STT,State Street Corporation,reports,Financials,Asset Management & Custody Banks,"Boston, Massachusetts",,93751,1792 +SBUX,Starbucks,reports,Consumer Discretionary,Restaurants,"Seattle, Washington",2000-06-07,829224,1971 +STT,State Street,reports,Financials,Asset Management & Custody Banks,"Boston, Massachusetts",,93751,1792 STE,Steris,reports,Health Care,Health Care Equipment,"Dublin, Ireland",2019-12-23,1757898,1985 -SYK,Stryker Corporation,reports,Health Care,Health Care Equipment,"Kalamazoo, Michigan",2000-12-12,310764,1941 +SYK,Stryker,reports,Health Care,Health Care Equipment,"Kalamazoo, Michigan",2000-12-12,310764,1941 SIVB,SVB Financial,reports,Financials,Regional Banks,"Santa Clara, California",2018-03-19,719739,1983 -SYF,Synchrony Financial,reports,Financials,Consumer Finance,"Stamford, Connecticut",2015-11-18,1601712,2003 +SYF,Synchrony,reports,Financials,Consumer Finance,"Stamford, Connecticut",2015-11-18,1601712,2003 SNPS,Synopsys,reports,Information Technology,Application Software,"Mountain View, California",2017-03-16,883241,1986 SYY,Sysco,reports,Consumer Staples,Food Distributors,"Houston, Texas",1986-12-31,96021,1969 -TMUS,T-Mobile US,reports,Communication Services,Wireless Telecommunication Services,"Bellevue, Washington",2019-07-15,1283699,1994 +TMUS,T-Mobile,reports,Communication Services,Wireless Telecommunication Services,"Bellevue, Washington",2019-07-15,1283699,1994 TROW,T. Rowe Price,reports,Financials,Asset Management & Custody Banks,"Baltimore, Maryland",,1113169,1937 TTWO,Take-Two Interactive,reports,Communication Services,Interactive Home Entertainment,"New York City, New York",2018-03-19,946581,1993 TPR,Tapestry,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York City, New York",,1116132,2017 TGT,Target,reports,Consumer Discretionary,General Merchandise Stores,"Minneapolis, Minnesota",1976-12-31,27419,1902 TEL,TE Connectivity,reports,Information Technology,Electronic Manufacturing Services,"Schaffhausen, Switzerland",2011-10-17,1385157,2007 -TDY,Teledyne Technologies,reports,Industrials,Aerospace & Defense,"Thousand Oaks, California",2020-06-22,1094285,1960 +TDY,Teledyne,reports,Industrials,Aerospace & Defense,"Thousand Oaks, California",2020-06-22,1094285,1960 TFX,Teleflex,reports,Health Care,Health Care Equipment,"Wayne, Pennsylvania",2019-01-18,96943,1943 TER,Teradyne,reports,Information Technology,Semiconductor Equipment,"North Reading, Massachusetts",2020-09-21,97210,1960 TSLA,Tesla,reports,Consumer Discretionary,Automobile Manufacturers,"Palo Alto, California",2020-12-21,1318605,2003 @@ -446,18 +450,18 @@ TXN,Texas Instruments,reports,Information Technology,Semiconductors,"Dallas, Tex TXT,Textron,reports,Industrials,Aerospace & Defense,"Providence, Rhode Island",1978-12-31,217346,1923 TMO,Thermo Fisher Scientific,reports,Health Care,Life Sciences Tools & Services,"Waltham, Massachusetts",2004-08-03,97745,2006 (1902) TJX,TJX Companies,reports,Consumer Discretionary,Apparel Retail,"Framingham, Massachusetts",1985-09-30,109198,1987 -TSCO,Tractor Supply Company,reports,Consumer Discretionary,Specialty Stores,"Brentwood, Tennessee",2014-01-24,916365,1938 +TSCO,Tractor Supply,reports,Consumer Discretionary,Specialty Stores,"Brentwood, Tennessee",2014-01-24,916365,1938 TT,Trane Technologies,reports,Industrials,Building Products,"Dublin, Ireland",2010-11-17,1466258,1871 -TDG,TransDigm Group,reports,Industrials,Aerospace & Defense,"Cleveland, Ohio",2016-06-03,1260221,1993 -TRV,The Travelers Companies,reports,Financials,Property & Casualty Insurance,"New York City, New York",2002-08-21,86312,1853 +TDG,TransDigm,reports,Industrials,Aerospace & Defense,"Cleveland, Ohio",2016-06-03,1260221,1993 +TRV,Travelers,reports,Financials,Property & Casualty Insurance,"New York City, New York",2002-08-21,86312,1853 TRMB,Trimble,reports,Information Technology,Electronic Equipment & Instruments,"Sunnyvale, California",2021-01-21,864749,1978 -TFC,Truist Financial,reports,Financials,Regional Banks,"Charlotte, North Carolina",1997-12-04,92230,1872 +TFC,Truist,reports,Financials,Regional Banks,"Charlotte, North Carolina",1997-12-04,92230,1872 TWTR,Twitter,reports,Communication Services,Interactive Media & Services,"San Francisco, California",2018-06-07,1418091,2006 TYL,Tyler Technologies,reports,Information Technology,Application Software,"Plano, Texas",2020-06-22,860731,1966 -TSN,Tyson Foods,reports,Consumer Staples,Packaged Foods & Meats,"Springdale, Arkansas",2005-08-10,100493,1935 +TSN,Tyson,reports,Consumer Staples,Packaged Foods & Meats,"Springdale, Arkansas",2005-08-10,100493,1935 +USB,U.S. Bank,reports,Financials,Diversified Banks,"Minneapolis, Minnesota",,36104,1968 UDR,UDR,reports,Real Estate,Residential REITs,"Highlands Ranch, Colorado",2016-03-07,74208,1972 ULTA,Ulta Beauty,reports,Consumer Discretionary,Specialty Stores,"Bolingbrook, Illinois",2016-04-18,1403568,1990 -USB,U.S. Bancorp,reports,Financials,Diversified Banks,"Minneapolis, Minnesota",,36104,1968 UAA,Under Armour (Class A),reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Baltimore, Maryland",2014-05-01,1336917,1996 UA,Under Armour (Class C),reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Baltimore, Maryland",2016-04-08,1336917,1996 UNP,Union Pacific,reports,Industrials,Railroads,"Omaha, Nebraska",1957-03-04,100885,1862 @@ -466,25 +470,22 @@ UNH,UnitedHealth Group,reports,Health Care,Managed Health Care,"Minnetonka, Minn UPS,United Parcel Service,reports,Industrials,Air Freight & Logistics,"Sandy Springs, Georgia",2002-07-22,1090727,1907 URI,United Rentals,reports,Industrials,Trading Companies & Distributors,"Stamford, Connecticut",2014-09-20,1067701,1997 UHS,Universal Health Services,reports,Health Care,Health Care Facilities,"King of Prussia, Pennsylvania",2014-09-20,352915,1979 -VLO,Valero Energy,reports,Energy,Oil & Gas Refining & Marketing,"San Antonio, Texas",,1035002,1980 +VLO,Valero,reports,Energy,Oil & Gas Refining & Marketing,"San Antonio, Texas",,1035002,1980 VTR,Ventas,reports,Real Estate,Health Care REITs,"Chicago, Illinois",2009-03-04,740260,1998 VRSN,Verisign,reports,Information Technology,Internet Services & Infrastructure,"Dulles, Virginia",2006-02-01,1014473,1995 -VRSK,Verisk Analytics,reports,Industrials,Research & Consulting Services,"Jersey City, New Jersey",2015-10-08,1442145,1971 -VZ,Verizon Communications,reports,Communication Services,Integrated Telecommunication Services,"New York City, New York",1983-11-30,732712,1983 (1877) -VRTX,Vertex Pharmaceuticals,reports,Health Care,Biotechnology,"Cambridge, Massachusetts",2013-09-23,875320,1989 +VRSK,Verisk,reports,Industrials,Research & Consulting Services,"Jersey City, New Jersey",2015-10-08,1442145,1971 +VZ,Verizon,reports,Communication Services,Integrated Telecommunication Services,"New York City, New York",1983-11-30,732712,1983 (1877) +VRTX,Vertex,reports,Health Care,Biotechnology,"Cambridge, Massachusetts",2013-09-23,875320,1989 VFC,VF Corporation,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Denver, Colorado",1979-06-30,103379,1899 -VIAC,ViacomCBS,reports,Communication Services,Movies & Entertainment,"New York City, New York",,813828,2019 (1952) VTRS,Viatris,reports,Health Care,Pharmaceuticals,"Pittsburgh, Pennsylvania",2004-04-23,1792044,1961 V,Visa,reports,Information Technology,Data Processing & Outsourced Services,"San Francisco, California",2009-12-21,1403161,1958 -VNO,Vornado Realty Trust,reports,Real Estate,Office REITs,"New York City, New York",,899689,1982 +VNO,Vornado Realty Trust,reports,Real Estate,Office REITs,"New York City, New York",2005,899689,1982 VMC,Vulcan Materials,reports,Materials,Construction Materials,"Birmingham, Alabama",1999-06-30,1396009,1909 -WRB,W. R. Berkley Corporation,reports,Financials,Property & Casualty Insurance,"Greenwich, Connecticut",2019-12-05,11544,1967 WAB,Wabtec,reports,Industrials,Construction Machinery & Heavy Trucks,"Pittsburgh, Pennsylvania",2019-02-27,943452,1999 (1869) WMT,Walmart,reports,Consumer Staples,Hypermarkets & Super Centers,"Bentonville, Arkansas",1982-08-31,104169,1962 WBA,Walgreens Boots Alliance,reports,Consumer Staples,Drug Retail,"Deerfield, Illinois",1979-12-31,1618921,2014 -DIS,The Walt Disney Company,reports,Communication Services,Movies & Entertainment,"Burbank, California",1976-06-30,1744489,1923 WM,Waste Management,reports,Industrials,Environmental & Facilities Services,"Houston, Texas",,823768,1968 -WAT,Waters Corporation,reports,Health Care,Health Care Distributors,"Milford, Massachusetts",,1000697,1958 +WAT,Waters,reports,Health Care,Health Care Distributors,"Milford, Massachusetts",,1000697,1958 WEC,WEC Energy Group,reports,Utilities,Electric Utilities,"Milwaukee, Wisconsin",2008-10-31,783325,1896 WFC,Wells Fargo,reports,Financials,Diversified Banks,"San Francisco, California",1976-06-30,72971,1852 WELL,Welltower,reports,Real Estate,Health Care REITs,"Toledo, Ohio",2009-01-30,766704,1970 @@ -492,15 +493,14 @@ WST,West Pharmaceutical Services,reports,Health Care,Health Care Supplies,"Exton WDC,Western Digital,reports,Information Technology,"Technology Hardware, Storage & Peripherals","San Jose, California",2009-07-01,106040,1970 WRK,WestRock,reports,Materials,Paper Packaging,"Atlanta, Georgia",,1732845,2015 WY,Weyerhaeuser,reports,Real Estate,Specialized REITs,"Seattle, Washington",,106535,1900 -WHR,Whirlpool Corporation,reports,Consumer Discretionary,Household Appliances,"Benton Harbor, Michigan",,106640,1911 -WMB,Williams Companies,reports,Energy,Oil & Gas Storage & Transportation,"Tulsa, Oklahoma",1975-03-31,107263,1908 +WHR,Whirlpool,reports,Consumer Discretionary,Household Appliances,"Benton Harbor, Michigan",,106640,1911 +WMB,Williams,reports,Energy,Oil & Gas Storage & Transportation,"Tulsa, Oklahoma",1975-03-31,107263,1908 WTW,Willis Towers Watson,reports,Financials,Insurance Brokers,"London, England",2016-01-05,1140536,2016 WYNN,Wynn Resorts,reports,Consumer Discretionary,Casinos & Gaming,"Paradise, Nevada",2008-11-14,1174922,2002 XEL,Xcel Energy,reports,Utilities,Multi-Utilities,"Minneapolis, Minnesota",1957-03-04,72903,1909 -XLNX,Xilinx,reports,Information Technology,Semiconductors,"San Jose, California",1999-11-08,743988,1984 XYL,Xylem,reports,Industrials,Industrial Machinery,"White Plains, New York",2011-11-01,1524472,2011 YUM,Yum! Brands,reports,Consumer Discretionary,Restaurants,"Louisville, Kentucky",1997-10-06,1041061,1997 -ZBRA,Zebra Technologies,reports,Information Technology,Electronic Equipment & Instruments,"Lincolnshire, Illinois",2019-12-23,877212,1969 +ZBRA,Zebra,reports,Information Technology,Electronic Equipment & Instruments,"Lincolnshire, Illinois",2019-12-23,877212,1969 ZBH,Zimmer Biomet,reports,Health Care,Health Care Equipment,"Warsaw, Indiana",2001-08-07,1136869,1927 ZION,Zions Bancorp,reports,Financials,Regional Banks,"Salt Lake City, Utah",2001-06-22,109380,1873 ZTS,Zoetis,reports,Health Care,Pharmaceuticals,"Parsippany, New Jersey",2013-06-21,1555280,1952 diff --git a/sp500.ipynb b/sp500.ipynb index 5349cd6..a44c11b 100644 --- a/sp500.ipynb +++ b/sp500.ipynb @@ -115,7 +115,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "List of S&P 500 companies (retrieved 01/15/2022 11:35:05)\n" + "List of S&P 500 companies (retrieved 03/14/2022 12:19:54)\n" ] }, { @@ -237,6 +237,18 @@ " \n", " \n", " 7\n", + " ADM\n", + " ADM\n", + " reports\n", + " Consumer Staples\n", + " Agricultural Products\n", + " Chicago, Illinois\n", + " 1981-07-29\n", + " 7084\n", + " 1902\n", + " \n", + " \n", + " 8\n", " ADBE\n", " Adobe\n", " reports\n", @@ -248,7 +260,19 @@ " 1982\n", " \n", " \n", - " 8\n", + " 9\n", + " ADP\n", + " ADP\n", + " reports\n", + " Information Technology\n", + " Data Processing & Outsourced Services\n", + " Roseland, New Jersey\n", + " 1981-03-31\n", + " 8670\n", + " 1949\n", + " \n", + " \n", + " 10\n", " AAP\n", " Advance Auto Parts\n", " reports\n", @@ -260,7 +284,7 @@ " 1932\n", " \n", " \n", - " 9\n", + " 11\n", " AES\n", " AES\n", " reports\n", @@ -272,7 +296,7 @@ " 1981\n", " \n", " \n", - " 10\n", + " 12\n", " AFL\n", " Aflac\n", " reports\n", @@ -284,7 +308,7 @@ " 1955\n", " \n", " \n", - " 11\n", + " 13\n", " A\n", " Agilent Technologies\n", " reports\n", @@ -296,7 +320,7 @@ " 1999\n", " \n", " \n", - " 12\n", + " 14\n", " AIG\n", " AIG\n", " reports\n", @@ -308,7 +332,7 @@ " 1919\n", " \n", " \n", - " 13\n", + " 15\n", " APD\n", " Air Products\n", " reports\n", @@ -320,7 +344,7 @@ " 1940\n", " \n", " \n", - " 14\n", + " 16\n", " AKAM\n", " Akamai\n", " reports\n", @@ -332,7 +356,7 @@ " 1998\n", " \n", " \n", - " 15\n", + " 17\n", " ALK\n", " Alaska Air Group\n", " reports\n", @@ -344,7 +368,7 @@ " 1985\n", " \n", " \n", - " 16\n", + " 18\n", " ALB\n", " Albemarle\n", " reports\n", @@ -356,9 +380,9 @@ " 1994\n", " \n", " \n", - " 17\n", + " 19\n", " ARE\n", - " Alexandria Real Estate Equities\n", + " Alexandria\n", " reports\n", " Real Estate\n", " Office REITs\n", @@ -368,9 +392,9 @@ " 1994\n", " \n", " \n", - " 18\n", + " 20\n", " ALGN\n", - " Align Technology\n", + " Align\n", " reports\n", " Health Care\n", " Health Care Supplies\n", @@ -380,7 +404,7 @@ " 1997\n", " \n", " \n", - " 19\n", + " 21\n", " ALLE\n", " Allegion\n", " reports\n", @@ -392,7 +416,7 @@ " 1908\n", " \n", " \n", - " 20\n", + " 22\n", " LNT\n", " Alliant Energy\n", " reports\n", @@ -404,7 +428,7 @@ " 1917\n", " \n", " \n", - " 21\n", + " 23\n", " ALL\n", " Allstate\n", " reports\n", @@ -416,7 +440,7 @@ " 1931\n", " \n", " \n", - " 22\n", + " 24\n", " GOOGL\n", " Alphabet (Class A)\n", " reports\n", @@ -428,7 +452,7 @@ " 1998\n", " \n", " \n", - " 23\n", + " 25\n", " GOOG\n", " Alphabet (Class C)\n", " reports\n", @@ -440,7 +464,7 @@ " 1998\n", " \n", " \n", - " 24\n", + " 26\n", " MO\n", " Altria\n", " reports\n", @@ -452,7 +476,7 @@ " 1985\n", " \n", " \n", - " 25\n", + " 27\n", " AMZN\n", " Amazon\n", " reports\n", @@ -464,7 +488,7 @@ " 1994\n", " \n", " \n", - " 26\n", + " 28\n", " AMCR\n", " Amcor\n", " reports\n", @@ -476,7 +500,7 @@ " 2019 (1860)\n", " \n", " \n", - " 27\n", + " 29\n", " AMD\n", " AMD\n", " reports\n", @@ -488,7 +512,7 @@ " 1969\n", " \n", " \n", - " 28\n", + " 30\n", " AEE\n", " Ameren\n", " reports\n", @@ -500,7 +524,7 @@ " 1902\n", " \n", " \n", - " 29\n", + " 31\n", " AAL\n", " American Airlines Group\n", " reports\n", @@ -512,7 +536,7 @@ " 1934\n", " \n", " \n", - " 30\n", + " 32\n", " AEP\n", " American Electric Power\n", " reports\n", @@ -524,7 +548,7 @@ " 1906\n", " \n", " \n", - " 31\n", + " 33\n", " AXP\n", " American Express\n", " reports\n", @@ -536,7 +560,7 @@ " 1850\n", " \n", " \n", - " 32\n", + " 34\n", " AMT\n", " American Tower\n", " reports\n", @@ -548,7 +572,7 @@ " 1995\n", " \n", " \n", - " 33\n", + " 35\n", " AWK\n", " American Water\n", " reports\n", @@ -560,7 +584,7 @@ " 1886\n", " \n", " \n", - " 34\n", + " 36\n", " AMP\n", " Ameriprise Financial\n", " reports\n", @@ -572,7 +596,7 @@ " 1894\n", " \n", " \n", - " 35\n", + " 37\n", " ABC\n", " AmerisourceBergen\n", " reports\n", @@ -584,7 +608,7 @@ " 1985\n", " \n", " \n", - " 36\n", + " 38\n", " AME\n", " Ametek\n", " reports\n", @@ -596,7 +620,7 @@ " 1930\n", " \n", " \n", - " 37\n", + " 39\n", " AMGN\n", " Amgen\n", " reports\n", @@ -608,7 +632,7 @@ " 1980\n", " \n", " \n", - " 38\n", + " 40\n", " APH\n", " Amphenol\n", " reports\n", @@ -620,7 +644,7 @@ " 1932\n", " \n", " \n", - " 39\n", + " 41\n", " ADI\n", " Analog Devices\n", " reports\n", @@ -632,7 +656,7 @@ " 1965\n", " \n", " \n", - " 40\n", + " 42\n", " ANSS\n", " Ansys\n", " reports\n", @@ -644,7 +668,7 @@ " 1969\n", " \n", " \n", - " 41\n", + " 43\n", " ANTM\n", " Anthem\n", " reports\n", @@ -656,7 +680,7 @@ " 2014 (1946)\n", " \n", " \n", - " 42\n", + " 44\n", " AON\n", " Aon\n", " reports\n", @@ -668,7 +692,7 @@ " 1982 (1919)\n", " \n", " \n", - " 43\n", + " 45\n", " APA\n", " APA Corporation\n", " reports\n", @@ -680,7 +704,7 @@ " 1954\n", " \n", " \n", - " 44\n", + " 46\n", " AAPL\n", " Apple\n", " reports\n", @@ -692,7 +716,7 @@ " 1977\n", " \n", " \n", - " 45\n", + " 47\n", " AMAT\n", " Applied Materials\n", " reports\n", @@ -704,7 +728,7 @@ " 1967\n", " \n", " \n", - " 46\n", + " 48\n", " APTV\n", " Aptiv\n", " reports\n", @@ -716,19 +740,7 @@ " 1994\n", " \n", " \n", - " 47\n", - " ADM\n", - " ADM\n", - " reports\n", - " Consumer Staples\n", - " Agricultural Products\n", - " Chicago, Illinois\n", - " 1981-07-29\n", - " 7084\n", - " 1902\n", - " \n", - " \n", - " 48\n", + " 49\n", " ANET\n", " Arista\n", " reports\n", @@ -740,18 +752,6 @@ " 2004\n", " \n", " \n", - " 49\n", - " AJG\n", - " Arthur J. Gallagher & Co.\n", - " reports\n", - " Financials\n", - " Insurance Brokers\n", - " Rolling Meadows, Illinois\n", - " 2016-05-31\n", - " 354190\n", - " 1927\n", - " \n", - " \n", " 50\n", " AIZ\n", " Assurant\n", @@ -801,18 +801,6 @@ " \n", " \n", " 54\n", - " ADP\n", - " Automatic Data Processing\n", - " reports\n", - " Information Technology\n", - " Data Processing & Outsourced Services\n", - " Roseland, New Jersey\n", - " 1981-03-31\n", - " 8670\n", - " 1949\n", - " \n", - " \n", - " 55\n", " AZO\n", " AutoZone\n", " reports\n", @@ -824,7 +812,7 @@ " 1979\n", " \n", " \n", - " 56\n", + " 55\n", " AVB\n", " AvalonBay Communities\n", " reports\n", @@ -836,7 +824,7 @@ " 1978\n", " \n", " \n", - " 57\n", + " 56\n", " AVY\n", " Avery Dennison\n", " reports\n", @@ -848,7 +836,7 @@ " 1990\n", " \n", " \n", - " 58\n", + " 57\n", " BKR\n", " Baker Hughes\n", " reports\n", @@ -860,7 +848,7 @@ " 2017\n", " \n", " \n", - " 59\n", + " 58\n", " BLL\n", " Ball\n", " reports\n", @@ -872,7 +860,7 @@ " 1880\n", " \n", " \n", - " 60\n", + " 59\n", " BAC\n", " Bank of America\n", " reports\n", @@ -884,7 +872,7 @@ " 1998 (1923 / 1874)\n", " \n", " \n", - " 61\n", + " 60\n", " BBWI\n", " Bath & Body Works\n", " reports\n", @@ -896,9 +884,9 @@ " 1963\n", " \n", " \n", - " 62\n", + " 61\n", " BAX\n", - " Baxter International\n", + " Baxter\n", " reports\n", " Health Care\n", " Health Care Equipment\n", @@ -908,7 +896,7 @@ " 1931\n", " \n", " \n", - " 63\n", + " 62\n", " BDX\n", " Becton Dickinson\n", " reports\n", @@ -920,6 +908,18 @@ " 1897\n", " \n", " \n", + " 63\n", + " WRB\n", + " Berkley\n", + " reports\n", + " Financials\n", + " Property & Casualty Insurance\n", + " Greenwich, Connecticut\n", + " 2019-12-05\n", + " 11544\n", + " 1967\n", + " \n", + " \n", " 64\n", " BRK.B\n", " Berkshire Hathaway\n", @@ -1126,7 +1126,7 @@ " \n", " 81\n", " CHRW\n", - " C. H. Robinson\n", + " C.H. Robinson\n", " reports\n", " Industrials\n", " Air Freight & Logistics\n", @@ -1138,7 +1138,7 @@ " \n", " 82\n", " CDNS\n", - " Cadence Design Systems\n", + " Cadence\n", " reports\n", " Information Technology\n", " Application Software\n", @@ -1162,7 +1162,7 @@ " \n", " 84\n", " CPB\n", - " Campbell Soup\n", + " Campbell's\n", " reports\n", " Consumer Staples\n", " Packaged Foods & Meats\n", @@ -1210,7 +1210,7 @@ " \n", " 88\n", " CCL\n", - " Carnival Corporation\n", + " Carnival\n", " reports\n", " Consumer Discretionary\n", " Hotels, Resorts & Cruise Lines\n", @@ -1222,7 +1222,7 @@ " \n", " 89\n", " CARR\n", - " Carrier Global\n", + " Carrier\n", " reports\n", " Industrials\n", " Building Products\n", @@ -1258,7 +1258,7 @@ " \n", " 92\n", " CBOE\n", - " Cboe Global Markets\n", + " Cboe\n", " reports\n", " Financials\n", " Financial Exchanges & Data\n", @@ -1366,7 +1366,7 @@ " \n", " 101\n", " CRL\n", - " Charles River Laboratories\n", + " Charles River\n", " reports\n", " Health Care\n", " Life Sciences Tools & Services\n", @@ -1510,7 +1510,7 @@ " \n", " 113\n", " CFG\n", - " Citizens Financial Group\n", + " Citizens\n", " reports\n", " Financials\n", " Regional Banks\n", @@ -1582,7 +1582,7 @@ " \n", " 119\n", " CTSH\n", - " Cognizant Technology Solutions\n", + " Cognizant\n", " reports\n", " Information Technology\n", " IT Consulting & Other Services\n", @@ -1677,8 +1677,20 @@ " \n", " \n", " 127\n", + " CEG\n", + " Constellation Energy\n", + " reports\n", + " Utilities\n", + " Multi-Utilities\n", + " Baltimore, Maryland\n", + " 2022-02-02\n", + " 1868275\n", + " 1999\n", + " \n", + " \n", + " 128\n", " COO\n", - " The Cooper Companies\n", + " CooperCompanies\n", " reports\n", " Health Care\n", " Health Care Supplies\n", @@ -1688,7 +1700,7 @@ " 1958\n", " \n", " \n", - " 128\n", + " 129\n", " CPRT\n", " Copart\n", " reports\n", @@ -1700,7 +1712,7 @@ " 1982\n", " \n", " \n", - " 129\n", + " 130\n", " GLW\n", " Corning\n", " reports\n", @@ -1712,7 +1724,7 @@ " 1851\n", " \n", " \n", - " 130\n", + " 131\n", " CTVA\n", " Corteva\n", " reports\n", @@ -1724,7 +1736,7 @@ " 2019\n", " \n", " \n", - " 131\n", + " 132\n", " COST\n", " Costco\n", " reports\n", @@ -1736,7 +1748,7 @@ " 1976\n", " \n", " \n", - " 132\n", + " 133\n", " CTRA\n", " Coterra\n", " reports\n", @@ -1748,7 +1760,7 @@ " 2021 (1989)\n", " \n", " \n", - " 133\n", + " 134\n", " CCI\n", " Crown Castle\n", " reports\n", @@ -1760,7 +1772,7 @@ " 1994\n", " \n", " \n", - " 134\n", + " 135\n", " CSX\n", " CSX\n", " reports\n", @@ -1772,7 +1784,7 @@ " 1980\n", " \n", " \n", - " 135\n", + " 136\n", " CMI\n", " Cummins\n", " reports\n", @@ -1784,7 +1796,7 @@ " 1919\n", " \n", " \n", - " 136\n", + " 137\n", " CVS\n", " CVS Health\n", " reports\n", @@ -1796,9 +1808,9 @@ " 1996\n", " \n", " \n", - " 137\n", + " 138\n", " DHI\n", - " D. R. Horton\n", + " D.R. Horton\n", " reports\n", " Consumer Discretionary\n", " Homebuilding\n", @@ -1808,7 +1820,7 @@ " 1978\n", " \n", " \n", - " 138\n", + " 139\n", " DHR\n", " Danaher\n", " reports\n", @@ -1820,9 +1832,9 @@ " 1969\n", " \n", " \n", - " 139\n", + " 140\n", " DRI\n", - " Darden Restaurants\n", + " Darden\n", " reports\n", " Consumer Discretionary\n", " Restaurants\n", @@ -1832,7 +1844,7 @@ " 1938\n", " \n", " \n", - " 140\n", + " 141\n", " DVA\n", " DaVita\n", " reports\n", @@ -1844,7 +1856,7 @@ " 1979\n", " \n", " \n", - " 141\n", + " 142\n", " DE\n", " Deere & Co.\n", " reports\n", @@ -1856,7 +1868,7 @@ " 1837\n", " \n", " \n", - " 142\n", + " 143\n", " DAL\n", " Delta Air Lines\n", " reports\n", @@ -1868,7 +1880,7 @@ " 1929\n", " \n", " \n", - " 143\n", + " 144\n", " XRAY\n", " Dentsply Sirona\n", " reports\n", @@ -1880,9 +1892,9 @@ " 2016 (1969)\n", " \n", " \n", - " 144\n", + " 145\n", " DVN\n", - " Devon Energy\n", + " Devon\n", " reports\n", " Energy\n", " Oil & Gas Exploration & Production\n", @@ -1892,7 +1904,7 @@ " 1971\n", " \n", " \n", - " 145\n", + " 146\n", " DXCM\n", " DexCom\n", " reports\n", @@ -1904,9 +1916,9 @@ " 1999\n", " \n", " \n", - " 146\n", + " 147\n", " FANG\n", - " Diamondback Energy\n", + " Diamondback\n", " reports\n", " Energy\n", " Oil & Gas Exploration & Production\n", @@ -1916,7 +1928,7 @@ " 2007\n", " \n", " \n", - " 147\n", + " 148\n", " DLR\n", " Digital Realty\n", " reports\n", @@ -1928,9 +1940,9 @@ " 2004\n", " \n", " \n", - " 148\n", + " 149\n", " DFS\n", - " Discover Financial Services\n", + " Discover\n", " reports\n", " Financials\n", " Consumer Finance\n", @@ -1940,7 +1952,7 @@ " 1985\n", " \n", " \n", - " 149\n", + " 150\n", " DISCA\n", " Discovery (Series A)\n", " reports\n", @@ -1952,7 +1964,7 @@ " 1985\n", " \n", " \n", - " 150\n", + " 151\n", " DISCK\n", " Discovery (Series C)\n", " reports\n", @@ -1964,9 +1976,9 @@ " 1985\n", " \n", " \n", - " 151\n", + " 152\n", " DISH\n", - " Dish Network\n", + " Dish\n", " reports\n", " Communication Services\n", " Cable & Satellite\n", @@ -1976,7 +1988,19 @@ " 1980\n", " \n", " \n", - " 152\n", + " 153\n", + " DIS\n", + " Disney\n", + " reports\n", + " Communication Services\n", + " Movies & Entertainment\n", + " Burbank, California\n", + " 1976-06-30\n", + " 1744489\n", + " 1923\n", + " \n", + " \n", + " 154\n", " DG\n", " Dollar General\n", " reports\n", @@ -1988,7 +2012,7 @@ " 1939\n", " \n", " \n", - " 153\n", + " 155\n", " DLTR\n", " Dollar Tree\n", " reports\n", @@ -2000,7 +2024,7 @@ " 1986\n", " \n", " \n", - " 154\n", + " 156\n", " D\n", " Dominion Energy\n", " reports\n", @@ -2012,9 +2036,9 @@ " 1983\n", " \n", " \n", - " 155\n", + " 157\n", " DPZ\n", - " Domino's Pizza\n", + " Domino's\n", " reports\n", " Consumer Discretionary\n", " Restaurants\n", @@ -2024,9 +2048,9 @@ " 1960\n", " \n", " \n", - " 156\n", + " 158\n", " DOV\n", - " Dover Corporation\n", + " Dover\n", " reports\n", " Industrials\n", " Industrial Machinery\n", @@ -2036,7 +2060,7 @@ " 1955\n", " \n", " \n", - " 157\n", + " 159\n", " DOW\n", " Dow\n", " reports\n", @@ -2048,9 +2072,9 @@ " 2019\n", " \n", " \n", - " 158\n", + " 160\n", + " DTE\n", " DTE\n", - " DTE Energy\n", " reports\n", " Utilities\n", " Multi-Utilities\n", @@ -2060,7 +2084,7 @@ " 1995\n", " \n", " \n", - " 159\n", + " 161\n", " DUK\n", " Duke Energy\n", " reports\n", @@ -2072,7 +2096,7 @@ " 1904\n", " \n", " \n", - " 160\n", + " 162\n", " DRE\n", " Duke Realty\n", " reports\n", @@ -2084,7 +2108,7 @@ " 1972\n", " \n", " \n", - " 161\n", + " 163\n", " DD\n", " DuPont\n", " reports\n", @@ -2096,7 +2120,7 @@ " 2017\n", " \n", " \n", - " 162\n", + " 164\n", " DXC\n", " DXC Technology\n", " reports\n", @@ -2108,9 +2132,9 @@ " 2017\n", " \n", " \n", - " 163\n", + " 165\n", " EMN\n", - " Eastman Chemical\n", + " Eastman\n", " reports\n", " Materials\n", " Diversified Chemicals\n", @@ -2120,7 +2144,7 @@ " 1920\n", " \n", " \n", - " 164\n", + " 166\n", " ETN\n", " Eaton\n", " reports\n", @@ -2132,7 +2156,7 @@ " 1911\n", " \n", " \n", - " 165\n", + " 167\n", " EBAY\n", " eBay\n", " reports\n", @@ -2144,7 +2168,7 @@ " 1995\n", " \n", " \n", - " 166\n", + " 168\n", " ECL\n", " Ecolab\n", " reports\n", @@ -2156,7 +2180,7 @@ " 1923\n", " \n", " \n", - " 167\n", + " 169\n", " EIX\n", " Edison International\n", " reports\n", @@ -2168,7 +2192,7 @@ " 1886\n", " \n", " \n", - " 168\n", + " 170\n", " EW\n", " Edwards Lifesciences\n", " reports\n", @@ -2180,7 +2204,7 @@ " 1958\n", " \n", " \n", - " 169\n", + " 171\n", " EA\n", " Electronic Arts\n", " reports\n", @@ -2192,7 +2216,7 @@ " 1982\n", " \n", " \n", - " 170\n", + " 172\n", " EMR\n", " Emerson\n", " reports\n", @@ -2204,9 +2228,9 @@ " 1890\n", " \n", " \n", - " 171\n", + " 173\n", " ENPH\n", - " Enphase Energy\n", + " Enphase\n", " reports\n", " Information Technology\n", " Electronic Components\n", @@ -2216,7 +2240,7 @@ " 2006\n", " \n", " \n", - " 172\n", + " 174\n", " ETR\n", " Entergy\n", " reports\n", @@ -2228,7 +2252,7 @@ " 1913\n", " \n", " \n", - " 173\n", + " 175\n", " EOG\n", " EOG Resources\n", " reports\n", @@ -2240,9 +2264,9 @@ " 1999\n", " \n", " \n", - " 174\n", + " 176\n", + " EPAM\n", " EPAM\n", - " EPAM Systems\n", " reports\n", " Information Technology\n", " IT Consulting & Other Services\n", @@ -2252,7 +2276,7 @@ " 1993\n", " \n", " \n", - " 175\n", + " 177\n", " EFX\n", " Equifax\n", " reports\n", @@ -2264,7 +2288,7 @@ " 1899\n", " \n", " \n", - " 176\n", + " 178\n", " EQIX\n", " Equinix\n", " reports\n", @@ -2276,7 +2300,7 @@ " 1998\n", " \n", " \n", - " 177\n", + " 179\n", " EQR\n", " Equity Residential\n", " reports\n", @@ -2288,9 +2312,9 @@ " 1969\n", " \n", " \n", - " 178\n", + " 180\n", " ESS\n", - " Essex Property Trust\n", + " Essex\n", " reports\n", " Real Estate\n", " Residential REITs\n", @@ -2300,7 +2324,7 @@ " 1971\n", " \n", " \n", - " 179\n", + " 181\n", " EL\n", " Estée Lauder Companies\n", " reports\n", @@ -2312,7 +2336,7 @@ " 1946\n", " \n", " \n", - " 180\n", + " 182\n", " ETSY\n", " Etsy\n", " reports\n", @@ -2324,7 +2348,19 @@ " 2005\n", " \n", " \n", - " 181\n", + " 183\n", + " RE\n", + " Everest\n", + " reports\n", + " Financials\n", + " Reinsurance\n", + " Hamilton, Bermuda\n", + " 2017-06-19\n", + " 1095073\n", + " 1973\n", + " \n", + " \n", + " 184\n", " EVRG\n", " Evergy\n", " reports\n", @@ -2336,31 +2372,19 @@ " 1909\n", " \n", " \n", - " 182\n", + " 185\n", " ES\n", - " Eversource Energy\n", + " Eversource\n", " reports\n", " Utilities\n", " Multi-Utilities\n", " Hartford, Connecticut\n", - " NaN\n", + " 2009\n", " 72741\n", " 1966\n", " \n", " \n", - " 183\n", - " RE\n", - " Everest Re\n", - " reports\n", - " Financials\n", - " Reinsurance\n", - " Hamilton, Bermuda\n", - " 2017-06-19\n", - " 1095073\n", - " 1973\n", - " \n", - " \n", - " 184\n", + " 186\n", " EXC\n", " Exelon\n", " reports\n", @@ -2372,7 +2396,7 @@ " 2000\n", " \n", " \n", - " 185\n", + " 187\n", " EXPE\n", " Expedia Group\n", " reports\n", @@ -2384,7 +2408,7 @@ " 1996\n", " \n", " \n", - " 186\n", + " 188\n", " EXPD\n", " Expeditors\n", " reports\n", @@ -2396,7 +2420,7 @@ " 1979\n", " \n", " \n", - " 187\n", + " 189\n", " EXR\n", " Extra Space Storage\n", " reports\n", @@ -2408,7 +2432,7 @@ " 1977\n", " \n", " \n", - " 188\n", + " 190\n", " XOM\n", " ExxonMobil\n", " reports\n", @@ -2420,7 +2444,7 @@ " 1999\n", " \n", " \n", - " 189\n", + " 191\n", " FFIV\n", " F5\n", " reports\n", @@ -2432,7 +2456,7 @@ " 1996\n", " \n", " \n", - " 190\n", + " 192\n", " FDS\n", " FactSet\n", " reports\n", @@ -2444,7 +2468,7 @@ " 1978\n", " \n", " \n", - " 191\n", + " 193\n", " FAST\n", " Fastenal\n", " reports\n", @@ -2456,9 +2480,9 @@ " 1967\n", " \n", " \n", - " 192\n", + " 194\n", " FRT\n", - " Federal Realty Investment Trust\n", + " Federal Realty\n", " reports\n", " Real Estate\n", " Retail REITs\n", @@ -2468,7 +2492,7 @@ " 1962\n", " \n", " \n", - " 193\n", + " 195\n", " FDX\n", " FedEx\n", " reports\n", @@ -2480,21 +2504,9 @@ " 1971\n", " \n", " \n", - " 194\n", - " FIS\n", - " Fidelity National Information Services\n", - " reports\n", - " Information Technology\n", - " Data Processing & Outsourced Services\n", - " Jacksonville, Florida\n", - " 2006-11-10\n", - " 1136893\n", - " 1968\n", - " \n", - " \n", - " 195\n", + " 196\n", " FITB\n", - " Fifth Third Bancorp\n", + " Fifth Third Bank\n", " reports\n", " Financials\n", " Regional Banks\n", @@ -2504,7 +2516,19 @@ " 1858\n", " \n", " \n", - " 196\n", + " 197\n", + " FRC\n", + " First Republic\n", + " reports\n", + " Financials\n", + " Regional Banks\n", + " San Francisco, California\n", + " 2019-01-02\n", + " 1132979\n", + " 1985\n", + " \n", + " \n", + " 198\n", " FE\n", " FirstEnergy\n", " reports\n", @@ -2516,19 +2540,19 @@ " 1997\n", " \n", " \n", - " 197\n", - " FRC\n", - " First Republic Bank\n", + " 199\n", + " FIS\n", + " FIS\n", " reports\n", - " Financials\n", - " Regional Banks\n", - " San Francisco, California\n", - " 2019-01-02\n", - " 1132979\n", - " 1985\n", + " Information Technology\n", + " Data Processing & Outsourced Services\n", + " Jacksonville, Florida\n", + " 2006-11-10\n", + " 1136893\n", + " 1968\n", " \n", " \n", - " 198\n", + " 200\n", " FISV\n", " Fiserv\n", " reports\n", @@ -2540,7 +2564,7 @@ " 1984\n", " \n", " \n", - " 199\n", + " 201\n", " FLT\n", " Fleetcor\n", " reports\n", @@ -2552,9 +2576,9 @@ " 2000\n", " \n", " \n", - " 200\n", + " 202\n", + " FMC\n", " FMC\n", - " FMC Corporation\n", " reports\n", " Materials\n", " Fertilizers & Agricultural Chemicals\n", @@ -2564,7 +2588,7 @@ " 1883\n", " \n", " \n", - " 201\n", + " 203\n", " F\n", " Ford\n", " reports\n", @@ -2576,7 +2600,7 @@ " 1903\n", " \n", " \n", - " 202\n", + " 204\n", " FTNT\n", " Fortinet\n", " reports\n", @@ -2588,7 +2612,7 @@ " 2000\n", " \n", " \n", - " 203\n", + " 205\n", " FTV\n", " Fortive\n", " reports\n", @@ -2600,9 +2624,9 @@ " 2016\n", " \n", " \n", - " 204\n", + " 206\n", " FBHS\n", - " Fortune Brands Home & Security\n", + " Fortune Brands\n", " reports\n", " Industrials\n", " Building Products\n", @@ -2612,7 +2636,7 @@ " 2011 (1969)\n", " \n", " \n", - " 205\n", + " 207\n", " FOXA\n", " Fox Corporation (Class A)\n", " reports\n", @@ -2624,7 +2648,7 @@ " 2019\n", " \n", " \n", - " 206\n", + " 208\n", " FOX\n", " Fox Corporation (Class B)\n", " reports\n", @@ -2636,9 +2660,9 @@ " 2019\n", " \n", " \n", - " 207\n", + " 209\n", " BEN\n", - " Franklin Resources\n", + " Franklin Templeton\n", " reports\n", " Financials\n", " Asset Management & Custody Banks\n", @@ -2648,7 +2672,7 @@ " 1947\n", " \n", " \n", - " 208\n", + " 210\n", " FCX\n", " Freeport-McMoRan\n", " reports\n", @@ -2660,19 +2684,19 @@ " 1912\n", " \n", " \n", - " 209\n", - " GPS\n", - " Gap\n", + " 211\n", + " AJG\n", + " Gallagher\n", " reports\n", - " Consumer Discretionary\n", - " Apparel Retail\n", - " San Francisco, California\n", - " 1986-08-31\n", - " 39911\n", - " 1969\n", + " Financials\n", + " Insurance Brokers\n", + " Rolling Meadows, Illinois\n", + " 2016-05-31\n", + " 354190\n", + " 1927\n", " \n", " \n", - " 210\n", + " 212\n", " GRMN\n", " Garmin\n", " reports\n", @@ -2684,7 +2708,7 @@ " 1989\n", " \n", " \n", - " 211\n", + " 213\n", " IT\n", " Gartner\n", " reports\n", @@ -2696,9 +2720,21 @@ " 1979\n", " \n", " \n", - " 212\n", + " 214\n", + " GE\n", + " GE\n", + " reports\n", + " Industrials\n", + " Industrial Conglomerates\n", + " Boston, Massachusetts\n", + " NaN\n", + " 40545\n", + " 1892\n", + " \n", + " \n", + " 215\n", " GNRC\n", - " Generac Holdings\n", + " Generac\n", " reports\n", " Industrials\n", " Electrical Components & Equipment\n", @@ -2708,7 +2744,7 @@ " 1959\n", " \n", " \n", - " 213\n", + " 216\n", " GD\n", " General Dynamics\n", " reports\n", @@ -2720,19 +2756,7 @@ " 1899\n", " \n", " \n", - " 214\n", - " GE\n", - " General Electric\n", - " reports\n", - " Industrials\n", - " Industrial Conglomerates\n", - " Boston, Massachusetts\n", - " NaN\n", - " 40545\n", - " 1892\n", - " \n", - " \n", - " 215\n", + " 217\n", " GIS\n", " General Mills\n", " reports\n", @@ -2744,19 +2768,7 @@ " 1856\n", " \n", " \n", - " 216\n", - " GM\n", - " General Motors\n", - " reports\n", - " Consumer Discretionary\n", - " Automobile Manufacturers\n", - " Detroit, Michigan\n", - " 2013-06-06\n", - " 1467858\n", - " 1908\n", - " \n", - " \n", - " 217\n", + " 218\n", " GPC\n", " Genuine Parts\n", " reports\n", @@ -2768,9 +2780,9 @@ " 1925\n", " \n", " \n", - " 218\n", + " 219\n", " GILD\n", - " Gilead Sciences\n", + " Gilead\n", " reports\n", " Health Care\n", " Biotechnology\n", @@ -2780,7 +2792,7 @@ " 1987\n", " \n", " \n", - " 219\n", + " 220\n", " GL\n", " Globe Life\n", " reports\n", @@ -2792,7 +2804,7 @@ " 1900\n", " \n", " \n", - " 220\n", + " 221\n", " GPN\n", " Global Payments\n", " reports\n", @@ -2804,7 +2816,19 @@ " 2000\n", " \n", " \n", - " 221\n", + " 222\n", + " GM\n", + " GM\n", + " reports\n", + " Consumer Discretionary\n", + " Automobile Manufacturers\n", + " Detroit, Michigan\n", + " 2013-06-06\n", + " 1467858\n", + " 1908\n", + " \n", + " \n", + " 223\n", " GS\n", " Goldman Sachs\n", " reports\n", @@ -2816,9 +2840,9 @@ " 1869\n", " \n", " \n", - " 222\n", + " 224\n", " GWW\n", - " W. W. Grainger\n", + " Grainger\n", " reports\n", " Industrials\n", " Industrial Machinery\n", @@ -2828,7 +2852,7 @@ " 1927\n", " \n", " \n", - " 223\n", + " 225\n", " HAL\n", " Halliburton\n", " reports\n", @@ -2840,9 +2864,9 @@ " 1919\n", " \n", " \n", - " 224\n", + " 226\n", " HIG\n", - " The Hartford\n", + " Hartford (The)\n", " reports\n", " Financials\n", " Property & Casualty Insurance\n", @@ -2852,7 +2876,7 @@ " 1810\n", " \n", " \n", - " 225\n", + " 227\n", " HAS\n", " Hasbro\n", " reports\n", @@ -2864,7 +2888,7 @@ " 1923\n", " \n", " \n", - " 226\n", + " 228\n", " HCA\n", " HCA Healthcare\n", " reports\n", @@ -2876,9 +2900,9 @@ " 1968\n", " \n", " \n", - " 227\n", + " 229\n", " PEAK\n", - " Healthpeak Properties\n", + " Healthpeak\n", " reports\n", " Real Estate\n", " Health Care REITs\n", @@ -2888,7 +2912,7 @@ " 1985\n", " \n", " \n", - " 228\n", + " 230\n", " HSIC\n", " Henry Schein\n", " reports\n", @@ -2900,9 +2924,9 @@ " 1932\n", " \n", " \n", - " 229\n", + " 231\n", " HSY\n", - " The Hershey Company\n", + " Hershey's\n", " reports\n", " Consumer Staples\n", " Packaged Foods & Meats\n", @@ -2912,9 +2936,9 @@ " 1894\n", " \n", " \n", - " 230\n", + " 232\n", " HES\n", - " Hess Corporation\n", + " Hess\n", " reports\n", " Energy\n", " Integrated Oil & Gas\n", @@ -2924,7 +2948,7 @@ " 1919\n", " \n", " \n", - " 231\n", + " 233\n", " HPE\n", " Hewlett Packard Enterprise\n", " reports\n", @@ -2936,9 +2960,9 @@ " 2015\n", " \n", " \n", - " 232\n", + " 234\n", " HLT\n", - " Hilton Worldwide\n", + " Hilton\n", " reports\n", " Consumer Discretionary\n", " Hotels, Resorts & Cruise Lines\n", @@ -2948,7 +2972,7 @@ " 1919\n", " \n", " \n", - " 233\n", + " 235\n", " HOLX\n", " Hologic\n", " reports\n", @@ -2960,7 +2984,7 @@ " 1985\n", " \n", " \n", - " 234\n", + " 236\n", " HD\n", " Home Depot\n", " reports\n", @@ -2972,7 +2996,7 @@ " 1978\n", " \n", " \n", - " 235\n", + " 237\n", " HON\n", " Honeywell\n", " reports\n", @@ -2984,7 +3008,7 @@ " 1906\n", " \n", " \n", - " 236\n", + " 238\n", " HRL\n", " Hormel\n", " reports\n", @@ -2996,7 +3020,7 @@ " 1891\n", " \n", " \n", - " 237\n", + " 239\n", " HST\n", " Host Hotels & Resorts\n", " reports\n", @@ -3008,7 +3032,7 @@ " 1993\n", " \n", " \n", - " 238\n", + " 240\n", " HWM\n", " Howmet Aerospace\n", " reports\n", @@ -3020,7 +3044,7 @@ " 2016\n", " \n", " \n", - " 239\n", + " 241\n", " HPQ\n", " HP\n", " reports\n", @@ -3032,7 +3056,7 @@ " 1939 (2015)\n", " \n", " \n", - " 240\n", + " 242\n", " HUM\n", " Humana\n", " reports\n", @@ -3044,19 +3068,7 @@ " 1961\n", " \n", " \n", - " 241\n", - " HBAN\n", - " Huntington Bancshares\n", - " reports\n", - " Financials\n", - " Regional Banks\n", - " Columbus, Ohio; Detroit, Michigan\n", - " NaN\n", - " 49196\n", - " 1866\n", - " \n", - " \n", - " 242\n", + " 243\n", " HII\n", " Huntington Ingalls Industries\n", " reports\n", @@ -3068,9 +3080,21 @@ " 2011\n", " \n", " \n", - " 243\n", + " 244\n", + " HBAN\n", + " Huntington National Bank\n", + " reports\n", + " Financials\n", + " Regional Banks\n", + " Columbus, Ohio; Detroit, Michigan\n", + " NaN\n", + " 49196\n", + " 1866\n", + " \n", + " \n", + " 245\n", " IEX\n", - " IDEX Corporation\n", + " IDEX\n", " reports\n", " Industrials\n", " Industrial Machinery\n", @@ -3080,7 +3104,7 @@ " 1988\n", " \n", " \n", - " 244\n", + " 246\n", " IDXX\n", " Idexx Laboratories\n", " reports\n", @@ -3092,19 +3116,7 @@ " 1983\n", " \n", " \n", - " 245\n", - " INFO\n", - " IHS Markit\n", - " reports\n", - " Industrials\n", - " Research & Consulting Services\n", - " London, England\n", - " 2017-06-02\n", - " 1598014\n", - " 1959\n", - " \n", - " \n", - " 246\n", + " 247\n", " ITW\n", " Illinois Tool Works\n", " reports\n", @@ -3116,7 +3128,7 @@ " 1912\n", " \n", " \n", - " 247\n", + " 248\n", " ILMN\n", " Illumina\n", " reports\n", @@ -3128,7 +3140,7 @@ " 1998\n", " \n", " \n", - " 248\n", + " 249\n", " INCY\n", " Incyte\n", " reports\n", @@ -3140,7 +3152,7 @@ " 1991\n", " \n", " \n", - " 249\n", + " 250\n", " IR\n", " Ingersoll Rand\n", " reports\n", @@ -3152,7 +3164,7 @@ " 1859\n", " \n", " \n", - " 250\n", + " 251\n", " INTC\n", " Intel\n", " reports\n", @@ -3164,7 +3176,7 @@ " 1968\n", " \n", " \n", - " 251\n", + " 252\n", " ICE\n", " Intercontinental Exchange\n", " reports\n", @@ -3176,7 +3188,7 @@ " 2000\n", " \n", " \n", - " 252\n", + " 253\n", " IBM\n", " IBM\n", " reports\n", @@ -3188,7 +3200,7 @@ " 1911\n", " \n", " \n", - " 253\n", + " 254\n", " IP\n", " International Paper\n", " reports\n", @@ -3200,7 +3212,7 @@ " 1898\n", " \n", " \n", - " 254\n", + " 255\n", " IPG\n", " Interpublic Group\n", " reports\n", @@ -3212,7 +3224,7 @@ " 1961 (1930)\n", " \n", " \n", - " 255\n", + " 256\n", " IFF\n", " International Flavors & Fragrances\n", " reports\n", @@ -3224,7 +3236,7 @@ " 1958 (1889)\n", " \n", " \n", - " 256\n", + " 257\n", " INTU\n", " Intuit\n", " reports\n", @@ -3236,7 +3248,7 @@ " 1983\n", " \n", " \n", - " 257\n", + " 258\n", " ISRG\n", " Intuitive Surgical\n", " reports\n", @@ -3248,7 +3260,7 @@ " 1995\n", " \n", " \n", - " 258\n", + " 259\n", " IVZ\n", " Invesco\n", " reports\n", @@ -3260,7 +3272,7 @@ " 1935\n", " \n", " \n", - " 259\n", + " 260\n", " IPGP\n", " IPG Photonics\n", " reports\n", @@ -3272,7 +3284,7 @@ " 1990\n", " \n", " \n", - " 260\n", + " 261\n", " IQV\n", " IQVIA\n", " reports\n", @@ -3284,7 +3296,7 @@ " 1982\n", " \n", " \n", - " 261\n", + " 262\n", " IRM\n", " Iron Mountain\n", " reports\n", @@ -3296,7 +3308,19 @@ " 1951\n", " \n", " \n", - " 262\n", + " 263\n", + " JBHT\n", + " J.B. Hunt\n", + " reports\n", + " Industrials\n", + " Trucking\n", + " Lowell, Arkansas\n", + " 2015-07-01\n", + " 728535\n", + " 1961\n", + " \n", + " \n", + " 264\n", " JKHY\n", " Jack Henry & Associates\n", " reports\n", @@ -3308,9 +3332,9 @@ " 1976\n", " \n", " \n", - " 263\n", + " 265\n", " J\n", - " Jacobs Engineering Group\n", + " Jacobs\n", " reports\n", " Industrials\n", " Construction & Engineering\n", @@ -3320,30 +3344,6 @@ " 1947\n", " \n", " \n", - " 264\n", - " JBHT\n", - " J. B. Hunt\n", - " reports\n", - " Industrials\n", - " Trucking\n", - " Lowell, Arkansas\n", - " 2015-07-01\n", - " 728535\n", - " 1961\n", - " \n", - " \n", - " 265\n", - " SJM\n", - " JM Smucker\n", - " reports\n", - " Consumer Staples\n", - " Packaged Foods & Meats\n", - " Orrville, Ohio\n", - " 2008-11-06\n", - " 91419\n", - " 1897\n", - " \n", - " \n", " 266\n", " JNJ\n", " Johnson & Johnson\n", @@ -3418,7 +3418,7 @@ " \n", " 272\n", " KEYS\n", - " Keysight Technologies\n", + " Keysight\n", " reports\n", " Information Technology\n", " Electronic Equipment & Instruments\n", @@ -3466,7 +3466,7 @@ " \n", " 276\n", " KLAC\n", - " KLA Corporation\n", + " KLA\n", " reports\n", " Information Technology\n", " Semiconductor Equipment\n", @@ -3502,7 +3502,7 @@ " \n", " 279\n", " LHX\n", - " L3Harris Technologies\n", + " L3Harris\n", " reports\n", " Industrials\n", " Aerospace & Defense\n", @@ -3586,7 +3586,7 @@ " \n", " 286\n", " LLY\n", - " Eli Lilly\n", + " Lilly\n", " reports\n", " Health Care\n", " Pharmaceuticals\n", @@ -3598,7 +3598,7 @@ " \n", " 287\n", " LNC\n", - " Lincoln National\n", + " Lincoln Financial\n", " reports\n", " Financials\n", " Multi-line Insurance\n", @@ -3682,7 +3682,7 @@ " \n", " 294\n", " LUMN\n", - " Lumen Technologies\n", + " Lumen\n", " reports\n", " Communication Services\n", " Alternative Carriers\n", @@ -3778,7 +3778,7 @@ " \n", " 302\n", " MLM\n", - " Martin Marietta Materials\n", + " Martin Marietta\n", " reports\n", " Materials\n", " Construction Materials\n", @@ -3826,7 +3826,7 @@ " \n", " 306\n", " MKC\n", - " McCormick & Company\n", + " McCormick\n", " reports\n", " Consumer Staples\n", " Packaged Foods & Meats\n", @@ -3850,7 +3850,7 @@ " \n", " 308\n", " MCK\n", - " McKesson Corporation\n", + " McKesson\n", " reports\n", " Health Care\n", " Health Care Distributors\n", @@ -3886,7 +3886,7 @@ " \n", " 311\n", " FB\n", - " Meta Platforms\n", + " Meta\n", " reports\n", " Communication Services\n", " Interactive Media & Services\n", @@ -3922,7 +3922,7 @@ " \n", " 314\n", " MGM\n", - " MGM Resorts International\n", + " MGM Resorts\n", " reports\n", " Consumer Discretionary\n", " Casinos & Gaming\n", @@ -3934,7 +3934,7 @@ " \n", " 315\n", " MCHP\n", - " Microchip Technology\n", + " Microchip\n", " reports\n", " Information Technology\n", " Semiconductors\n", @@ -3946,7 +3946,7 @@ " \n", " 316\n", " MU\n", - " Micron Technology\n", + " Micron\n", " reports\n", " Information Technology\n", " Semiconductors\n", @@ -4005,6 +4005,18 @@ " \n", " \n", " 321\n", + " MOH\n", + " Molina Healthcare\n", + " reports\n", + " Health Care\n", + " Managed Health Care\n", + " Long Beach, California\n", + " 2022-03-02\n", + " 1179929\n", + " 1980\n", + " \n", + " \n", + " 322\n", " TAP\n", " Molson Coors\n", " reports\n", @@ -4016,7 +4028,7 @@ " 2005 (Molson 1786, Coors 1873)\n", " \n", " \n", - " 322\n", + " 323\n", " MDLZ\n", " Mondelez International\n", " reports\n", @@ -4028,7 +4040,7 @@ " 2012\n", " \n", " \n", - " 323\n", + " 324\n", " MPWR\n", " Monolithic Power Systems\n", " reports\n", @@ -4040,7 +4052,7 @@ " 1997\n", " \n", " \n", - " 324\n", + " 325\n", " MNST\n", " Monster Beverage\n", " reports\n", @@ -4052,7 +4064,7 @@ " 2012 (1935)\n", " \n", " \n", - " 325\n", + " 326\n", " MCO\n", " Moody's\n", " reports\n", @@ -4064,7 +4076,7 @@ " 1909\n", " \n", " \n", - " 326\n", + " 327\n", " MS\n", " Morgan Stanley\n", " reports\n", @@ -4076,9 +4088,9 @@ " 1935\n", " \n", " \n", - " 327\n", + " 328\n", " MOS\n", - " The Mosaic Company\n", + " Mosaic\n", " reports\n", " Materials\n", " Fertilizers & Agricultural Chemicals\n", @@ -4088,7 +4100,7 @@ " 2004 (1865 / 1909)\n", " \n", " \n", - " 328\n", + " 329\n", " MSI\n", " Motorola Solutions\n", " reports\n", @@ -4100,7 +4112,7 @@ " 1928 (2011)\n", " \n", " \n", - " 329\n", + " 330\n", " MSCI\n", " MSCI\n", " reports\n", @@ -4112,7 +4124,7 @@ " 1969\n", " \n", " \n", - " 330\n", + " 331\n", " NDAQ\n", " Nasdaq\n", " reports\n", @@ -4124,7 +4136,7 @@ " 1971\n", " \n", " \n", - " 331\n", + " 332\n", " NTAP\n", " NetApp\n", " reports\n", @@ -4136,7 +4148,7 @@ " 1992\n", " \n", " \n", - " 332\n", + " 333\n", " NFLX\n", " Netflix\n", " reports\n", @@ -4148,7 +4160,7 @@ " 1997\n", " \n", " \n", - " 333\n", + " 334\n", " NWL\n", " Newell Brands\n", " reports\n", @@ -4160,7 +4172,7 @@ " 1903\n", " \n", " \n", - " 334\n", + " 335\n", " NEM\n", " Newmont\n", " reports\n", @@ -4172,7 +4184,7 @@ " 1921\n", " \n", " \n", - " 335\n", + " 336\n", " NWSA\n", " News Corp (Class A)\n", " reports\n", @@ -4184,7 +4196,7 @@ " 2013 (1980)\n", " \n", " \n", - " 336\n", + " 337\n", " NWS\n", " News Corp (Class B)\n", " reports\n", @@ -4196,7 +4208,7 @@ " 2013 (1980)\n", " \n", " \n", - " 337\n", + " 338\n", " NEE\n", " NextEra Energy\n", " reports\n", @@ -4208,9 +4220,9 @@ " 1984 (1925)\n", " \n", " \n", - " 338\n", + " 339\n", " NLSN\n", - " Nielsen Holdings\n", + " Nielsen\n", " reports\n", " Industrials\n", " Research & Consulting Services\n", @@ -4220,7 +4232,7 @@ " 1923\n", " \n", " \n", - " 339\n", + " 340\n", " NKE\n", " Nike\n", " reports\n", @@ -4232,7 +4244,7 @@ " 1964\n", " \n", " \n", - " 340\n", + " 341\n", " NI\n", " NiSource\n", " reports\n", @@ -4244,7 +4256,19 @@ " 1912\n", " \n", " \n", - " 341\n", + " 342\n", + " NDSN\n", + " Nordson\n", + " reports\n", + " Industrials\n", + " Industrial Machinery\n", + " Westlake, Ohio\n", + " 2022-02-15\n", + " 72331\n", + " 1935\n", + " \n", + " \n", + " 343\n", " NSC\n", " Norfolk Southern\n", " reports\n", @@ -4256,7 +4280,7 @@ " 1881/1894 (1980)\n", " \n", " \n", - " 342\n", + " 344\n", " NTRS\n", " Northern Trust\n", " reports\n", @@ -4268,7 +4292,7 @@ " 1889\n", " \n", " \n", - " 343\n", + " 345\n", " NOC\n", " Northrop Grumman\n", " reports\n", @@ -4280,7 +4304,7 @@ " 1994 (Northrop 1939, Grumman 1930)\n", " \n", " \n", - " 344\n", + " 346\n", " NLOK\n", " NortonLifeLock\n", " reports\n", @@ -4292,7 +4316,7 @@ " 1982\n", " \n", " \n", - " 345\n", + " 347\n", " NCLH\n", " Norwegian Cruise Line Holdings\n", " reports\n", @@ -4304,7 +4328,7 @@ " 2011 (1966)\n", " \n", " \n", - " 346\n", + " 348\n", " NRG\n", " NRG Energy\n", " reports\n", @@ -4316,7 +4340,7 @@ " 1992\n", " \n", " \n", - " 347\n", + " 349\n", " NUE\n", " Nucor\n", " reports\n", @@ -4328,7 +4352,7 @@ " 1940\n", " \n", " \n", - " 348\n", + " 350\n", " NVDA\n", " Nvidia\n", " reports\n", @@ -4340,7 +4364,7 @@ " 1993\n", " \n", " \n", - " 349\n", + " 351\n", " NVR\n", " NVR\n", " reports\n", @@ -4352,7 +4376,7 @@ " 1980\n", " \n", " \n", - " 350\n", + " 352\n", " NXPI\n", " NXP\n", " reports\n", @@ -4364,7 +4388,7 @@ " 1953\n", " \n", " \n", - " 351\n", + " 353\n", " ORLY\n", " O'Reilly Automotive\n", " reports\n", @@ -4376,7 +4400,7 @@ " 1957\n", " \n", " \n", - " 352\n", + " 354\n", " OXY\n", " Occidental Petroleum\n", " reports\n", @@ -4388,9 +4412,9 @@ " 1920\n", " \n", " \n", - " 353\n", + " 355\n", " ODFL\n", - " Old Dominion Freight Line\n", + " Old Dominion\n", " reports\n", " Industrials\n", " Trucking\n", @@ -4400,7 +4424,7 @@ " 1934\n", " \n", " \n", - " 354\n", + " 356\n", " OMC\n", " Omnicom Group\n", " reports\n", @@ -4412,7 +4436,7 @@ " 1986\n", " \n", " \n", - " 355\n", + " 357\n", " OKE\n", " Oneok\n", " reports\n", @@ -4424,7 +4448,7 @@ " 1906\n", " \n", " \n", - " 356\n", + " 358\n", " ORCL\n", " Oracle\n", " reports\n", @@ -4436,9 +4460,9 @@ " 1977\n", " \n", " \n", - " 357\n", + " 359\n", " OGN\n", - " Organon & Co.\n", + " Organon\n", " reports\n", " Health Care\n", " Pharmaceuticals\n", @@ -4448,9 +4472,9 @@ " 2021\n", " \n", " \n", - " 358\n", + " 360\n", " OTIS\n", - " Otis Worldwide\n", + " Otis\n", " reports\n", " Industrials\n", " Industrial Machinery\n", @@ -4460,7 +4484,7 @@ " 2020 (1853)\n", " \n", " \n", - " 359\n", + " 361\n", " PCAR\n", " Paccar\n", " reports\n", @@ -4472,7 +4496,7 @@ " 1905\n", " \n", " \n", - " 360\n", + " 362\n", " PKG\n", " Packaging Corporation of America\n", " reports\n", @@ -4484,9 +4508,21 @@ " 1959\n", " \n", " \n", - " 361\n", + " 363\n", + " PARA\n", + " Paramount\n", + " reports\n", + " Communication Services\n", + " Movies & Entertainment\n", + " New York City, New York\n", + " NaN\n", + " 813828\n", + " 2019 (1952)\n", + " \n", + " \n", + " 364\n", " PH\n", - " Parker-Hannifin\n", + " Parker\n", " reports\n", " Industrials\n", " Industrial Machinery\n", @@ -4496,7 +4532,7 @@ " 1917\n", " \n", " \n", - " 362\n", + " 365\n", " PAYX\n", " Paychex\n", " reports\n", @@ -4508,7 +4544,7 @@ " 1971\n", " \n", " \n", - " 363\n", + " 366\n", " PAYC\n", " Paycom\n", " reports\n", @@ -4520,7 +4556,7 @@ " 1998\n", " \n", " \n", - " 364\n", + " 367\n", " PYPL\n", " PayPal\n", " reports\n", @@ -4532,7 +4568,7 @@ " 1998\n", " \n", " \n", - " 365\n", + " 368\n", " PENN\n", " Penn National Gaming\n", " reports\n", @@ -4544,7 +4580,7 @@ " 1972\n", " \n", " \n", - " 366\n", + " 369\n", " PNR\n", " Pentair\n", " reports\n", @@ -4556,7 +4592,7 @@ " 1966\n", " \n", " \n", - " 367\n", + " 370\n", " PBCT\n", " People's United Financial\n", " reports\n", @@ -4568,7 +4604,7 @@ " 1842\n", " \n", " \n", - " 368\n", + " 371\n", " PEP\n", " PepsiCo\n", " reports\n", @@ -4580,7 +4616,7 @@ " 1898\n", " \n", " \n", - " 369\n", + " 372\n", " PKI\n", " PerkinElmer\n", " reports\n", @@ -4592,7 +4628,7 @@ " 1937\n", " \n", " \n", - " 370\n", + " 373\n", " PFE\n", " Pfizer\n", " reports\n", @@ -4604,7 +4640,7 @@ " 1849\n", " \n", " \n", - " 371\n", + " 374\n", " PM\n", " Philip Morris International\n", " reports\n", @@ -4616,7 +4652,7 @@ " 2008 (1847)\n", " \n", " \n", - " 372\n", + " 375\n", " PSX\n", " Phillips 66\n", " reports\n", @@ -4628,9 +4664,9 @@ " 2012 (1917)\n", " \n", " \n", - " 373\n", + " 376\n", " PNW\n", - " Pinnacle West Capital\n", + " Pinnacle West\n", " reports\n", " Utilities\n", " Multi-Utilities\n", @@ -4640,7 +4676,7 @@ " 1985\n", " \n", " \n", - " 374\n", + " 377\n", " PXD\n", " Pioneer Natural Resources\n", " reports\n", @@ -4652,7 +4688,7 @@ " 1997\n", " \n", " \n", - " 375\n", + " 378\n", " PNC\n", " PNC Financial Services\n", " reports\n", @@ -4664,7 +4700,7 @@ " 1845\n", " \n", " \n", - " 376\n", + " 379\n", " POOL\n", " Pool Corporation\n", " reports\n", @@ -4676,7 +4712,7 @@ " 1993\n", " \n", " \n", - " 377\n", + " 380\n", " PPG\n", " PPG Industries\n", " reports\n", @@ -4688,7 +4724,7 @@ " 1883\n", " \n", " \n", - " 378\n", + " 381\n", " PPL\n", " PPL\n", " reports\n", @@ -4700,9 +4736,9 @@ " 1920\n", " \n", " \n", - " 379\n", + " 382\n", " PFG\n", - " Principal Financial Group\n", + " Principal\n", " reports\n", " Financials\n", " Life & Health Insurance\n", @@ -4712,7 +4748,7 @@ " 1879\n", " \n", " \n", - " 380\n", + " 383\n", " PG\n", " Procter & Gamble\n", " reports\n", @@ -4724,9 +4760,9 @@ " 1837\n", " \n", " \n", - " 381\n", + " 384\n", " PGR\n", - " Progressive Corporation\n", + " Progressive\n", " reports\n", " Financials\n", " Property & Casualty Insurance\n", @@ -4736,7 +4772,7 @@ " 1937\n", " \n", " \n", - " 382\n", + " 385\n", " PLD\n", " Prologis\n", " reports\n", @@ -4748,9 +4784,9 @@ " 1983\n", " \n", " \n", - " 383\n", + " 386\n", " PRU\n", - " Prudential Financial\n", + " Prudential\n", " reports\n", " Financials\n", " Life & Health Insurance\n", @@ -4760,7 +4796,7 @@ " 1875\n", " \n", " \n", - " 384\n", + " 387\n", " PEG\n", " PSEG\n", " reports\n", @@ -4772,7 +4808,7 @@ " 1903\n", " \n", " \n", - " 385\n", + " 388\n", " PTC\n", " PTC\n", " reports\n", @@ -4784,7 +4820,7 @@ " 1985\n", " \n", " \n", - " 386\n", + " 389\n", " PSA\n", " Public Storage\n", " reports\n", @@ -4796,7 +4832,7 @@ " 1972\n", " \n", " \n", - " 387\n", + " 390\n", " PHM\n", " PulteGroup\n", " reports\n", @@ -4808,7 +4844,7 @@ " 1956\n", " \n", " \n", - " 388\n", + " 391\n", " PVH\n", " PVH\n", " reports\n", @@ -4820,7 +4856,7 @@ " 1881\n", " \n", " \n", - " 389\n", + " 392\n", " QRVO\n", " Qorvo\n", " reports\n", @@ -4832,9 +4868,9 @@ " 2015\n", " \n", " \n", - " 390\n", + " 393\n", " PWR\n", - " Quanta Services\n", + " Quanta\n", " reports\n", " Industrials\n", " Construction & Engineering\n", @@ -4844,7 +4880,7 @@ " 1997\n", " \n", " \n", - " 391\n", + " 394\n", " QCOM\n", " Qualcomm\n", " reports\n", @@ -4856,7 +4892,7 @@ " 1985\n", " \n", " \n", - " 392\n", + " 395\n", " DGX\n", " Quest Diagnostics\n", " reports\n", @@ -4868,9 +4904,9 @@ " 1967\n", " \n", " \n", - " 393\n", + " 396\n", " RL\n", - " Ralph Lauren Corporation\n", + " Ralph Lauren\n", " reports\n", " Consumer Discretionary\n", " Apparel, Accessories & Luxury Goods\n", @@ -4880,9 +4916,9 @@ " 1967\n", " \n", " \n", - " 394\n", + " 397\n", " RJF\n", - " Raymond James Financial\n", + " Raymond James\n", " reports\n", " Financials\n", " Investment Banking & Brokerage\n", @@ -4892,7 +4928,7 @@ " 1962\n", " \n", " \n", - " 395\n", + " 398\n", " RTX\n", " Raytheon Technologies\n", " reports\n", @@ -4904,9 +4940,9 @@ " 1922\n", " \n", " \n", - " 396\n", + " 399\n", " O\n", - " Realty Income Corporation\n", + " Realty Income\n", " reports\n", " Real Estate\n", " Retail REITs\n", @@ -4916,7 +4952,7 @@ " 1969\n", " \n", " \n", - " 397\n", + " 400\n", " REG\n", " Regency Centers\n", " reports\n", @@ -4928,9 +4964,9 @@ " 1963\n", " \n", " \n", - " 398\n", + " 401\n", " REGN\n", - " Regeneron Pharmaceuticals\n", + " Regeneron\n", " reports\n", " Health Care\n", " Biotechnology\n", @@ -4940,9 +4976,9 @@ " 1988\n", " \n", " \n", - " 399\n", + " 402\n", " RF\n", - " Regions Financial Corporation\n", + " Regions\n", " reports\n", " Financials\n", " Regional Banks\n", @@ -4952,7 +4988,7 @@ " 1971\n", " \n", " \n", - " 400\n", + " 403\n", " RSG\n", " Republic Services\n", " reports\n", @@ -4964,7 +5000,7 @@ " 1998 (1981)\n", " \n", " \n", - " 401\n", + " 404\n", " RMD\n", " ResMed\n", " reports\n", @@ -4976,9 +5012,9 @@ " 1989\n", " \n", " \n", - " 402\n", + " 405\n", " RHI\n", - " Robert Half International\n", + " Robert Half\n", " reports\n", " Industrials\n", " Human Resource & Employment Services\n", @@ -4988,7 +5024,7 @@ " 1948\n", " \n", " \n", - " 403\n", + " 406\n", " ROK\n", " Rockwell Automation\n", " reports\n", @@ -5000,7 +5036,7 @@ " 1903\n", " \n", " \n", - " 404\n", + " 407\n", " ROL\n", " Rollins\n", " reports\n", @@ -5012,9 +5048,9 @@ " 1948\n", " \n", " \n", - " 405\n", + " 408\n", " ROP\n", - " Roper Technologies\n", + " Roper\n", " reports\n", " Industrials\n", " Industrial Conglomerates\n", @@ -5024,9 +5060,9 @@ " 1981\n", " \n", " \n", - " 406\n", + " 409\n", " ROST\n", - " Ross Stores\n", + " Ross\n", " reports\n", " Consumer Discretionary\n", " Apparel Retail\n", @@ -5036,7 +5072,7 @@ " 1982\n", " \n", " \n", - " 407\n", + " 410\n", " RCL\n", " Royal Caribbean Group\n", " reports\n", @@ -5048,7 +5084,7 @@ " 1997\n", " \n", " \n", - " 408\n", + " 411\n", " SPGI\n", " S&P Global\n", " reports\n", @@ -5060,7 +5096,7 @@ " 1917\n", " \n", " \n", - " 409\n", + " 412\n", " CRM\n", " Salesforce\n", " reports\n", @@ -5072,7 +5108,7 @@ " 1999\n", " \n", " \n", - " 410\n", + " 413\n", " SBAC\n", " SBA Communications\n", " reports\n", @@ -5084,7 +5120,7 @@ " 1989\n", " \n", " \n", - " 411\n", + " 414\n", " SLB\n", " Schlumberger\n", " reports\n", @@ -5096,9 +5132,9 @@ " 1926\n", " \n", " \n", - " 412\n", + " 415\n", " STX\n", - " Seagate Technology\n", + " Seagate\n", " reports\n", " Information Technology\n", " Technology Hardware, Storage & Peripherals\n", @@ -5108,7 +5144,7 @@ " 1979\n", " \n", " \n", - " 413\n", + " 416\n", " SEE\n", " Sealed Air\n", " reports\n", @@ -5120,7 +5156,7 @@ " 1960\n", " \n", " \n", - " 414\n", + " 417\n", " SRE\n", " Sempra Energy\n", " reports\n", @@ -5132,7 +5168,7 @@ " 1998\n", " \n", " \n", - " 415\n", + " 418\n", " NOW\n", " ServiceNow\n", " reports\n", @@ -5144,7 +5180,7 @@ " 2003\n", " \n", " \n", - " 416\n", + " 419\n", " SHW\n", " Sherwin-Williams\n", " reports\n", @@ -5156,7 +5192,7 @@ " 1866\n", " \n", " \n", - " 417\n", + " 420\n", " SBNY\n", " Signature Bank\n", " reports\n", @@ -5168,9 +5204,9 @@ " 2001\n", " \n", " \n", - " 418\n", + " 421\n", " SPG\n", - " Simon Property Group\n", + " Simon\n", " reports\n", " Real Estate\n", " Retail REITs\n", @@ -5180,9 +5216,9 @@ " 2003\n", " \n", " \n", - " 419\n", + " 422\n", " SWKS\n", - " Skyworks Solutions\n", + " Skyworks\n", " reports\n", " Information Technology\n", " Semiconductors\n", @@ -5192,7 +5228,19 @@ " 2002\n", " \n", " \n", - " 420\n", + " 423\n", + " SJM\n", + " Smucker\n", + " reports\n", + " Consumer Staples\n", + " Packaged Foods & Meats\n", + " Orrville, Ohio\n", + " 2008-11-06\n", + " 91419\n", + " 1897\n", + " \n", + " \n", + " 424\n", " SNA\n", " Snap-on\n", " reports\n", @@ -5204,7 +5252,7 @@ " 1920\n", " \n", " \n", - " 421\n", + " 425\n", " SEDG\n", " SolarEdge\n", " reports\n", @@ -5216,7 +5264,7 @@ " 2006\n", " \n", " \n", - " 422\n", + " 426\n", " SO\n", " Southern Company\n", " reports\n", @@ -5228,7 +5276,7 @@ " 1945\n", " \n", " \n", - " 423\n", + " 427\n", " LUV\n", " Southwest Airlines\n", " reports\n", @@ -5240,7 +5288,7 @@ " 1967\n", " \n", " \n", - " 424\n", + " 428\n", " SWK\n", " Stanley Black & Decker\n", " reports\n", @@ -5252,21 +5300,21 @@ " 1843\n", " \n", " \n", - " 425\n", + " 429\n", " SBUX\n", " Starbucks\n", " reports\n", " Consumer Discretionary\n", " Restaurants\n", " Seattle, Washington\n", - " NaN\n", + " 2000-06-07\n", " 829224\n", " 1971\n", " \n", " \n", - " 426\n", + " 430\n", " STT\n", - " State Street Corporation\n", + " State Street\n", " reports\n", " Financials\n", " Asset Management & Custody Banks\n", @@ -5276,7 +5324,7 @@ " 1792\n", " \n", " \n", - " 427\n", + " 431\n", " STE\n", " Steris\n", " reports\n", @@ -5288,9 +5336,9 @@ " 1985\n", " \n", " \n", - " 428\n", + " 432\n", " SYK\n", - " Stryker Corporation\n", + " Stryker\n", " reports\n", " Health Care\n", " Health Care Equipment\n", @@ -5300,7 +5348,7 @@ " 1941\n", " \n", " \n", - " 429\n", + " 433\n", " SIVB\n", " SVB Financial\n", " reports\n", @@ -5312,9 +5360,9 @@ " 1983\n", " \n", " \n", - " 430\n", + " 434\n", " SYF\n", - " Synchrony Financial\n", + " Synchrony\n", " reports\n", " Financials\n", " Consumer Finance\n", @@ -5324,7 +5372,7 @@ " 2003\n", " \n", " \n", - " 431\n", + " 435\n", " SNPS\n", " Synopsys\n", " reports\n", @@ -5336,7 +5384,7 @@ " 1986\n", " \n", " \n", - " 432\n", + " 436\n", " SYY\n", " Sysco\n", " reports\n", @@ -5348,9 +5396,9 @@ " 1969\n", " \n", " \n", - " 433\n", + " 437\n", " TMUS\n", - " T-Mobile US\n", + " T-Mobile\n", " reports\n", " Communication Services\n", " Wireless Telecommunication Services\n", @@ -5360,7 +5408,7 @@ " 1994\n", " \n", " \n", - " 434\n", + " 438\n", " TROW\n", " T. Rowe Price\n", " reports\n", @@ -5372,7 +5420,7 @@ " 1937\n", " \n", " \n", - " 435\n", + " 439\n", " TTWO\n", " Take-Two Interactive\n", " reports\n", @@ -5384,7 +5432,7 @@ " 1993\n", " \n", " \n", - " 436\n", + " 440\n", " TPR\n", " Tapestry\n", " reports\n", @@ -5396,7 +5444,7 @@ " 2017\n", " \n", " \n", - " 437\n", + " 441\n", " TGT\n", " Target\n", " reports\n", @@ -5408,7 +5456,7 @@ " 1902\n", " \n", " \n", - " 438\n", + " 442\n", " TEL\n", " TE Connectivity\n", " reports\n", @@ -5420,9 +5468,9 @@ " 2007\n", " \n", " \n", - " 439\n", + " 443\n", " TDY\n", - " Teledyne Technologies\n", + " Teledyne\n", " reports\n", " Industrials\n", " Aerospace & Defense\n", @@ -5432,7 +5480,7 @@ " 1960\n", " \n", " \n", - " 440\n", + " 444\n", " TFX\n", " Teleflex\n", " reports\n", @@ -5444,7 +5492,7 @@ " 1943\n", " \n", " \n", - " 441\n", + " 445\n", " TER\n", " Teradyne\n", " reports\n", @@ -5456,7 +5504,7 @@ " 1960\n", " \n", " \n", - " 442\n", + " 446\n", " TSLA\n", " Tesla\n", " reports\n", @@ -5468,7 +5516,7 @@ " 2003\n", " \n", " \n", - " 443\n", + " 447\n", " TXN\n", " Texas Instruments\n", " reports\n", @@ -5480,7 +5528,7 @@ " 1930\n", " \n", " \n", - " 444\n", + " 448\n", " TXT\n", " Textron\n", " reports\n", @@ -5492,7 +5540,7 @@ " 1923\n", " \n", " \n", - " 445\n", + " 449\n", " TMO\n", " Thermo Fisher Scientific\n", " reports\n", @@ -5504,7 +5552,7 @@ " 2006 (1902)\n", " \n", " \n", - " 446\n", + " 450\n", " TJX\n", " TJX Companies\n", " reports\n", @@ -5516,9 +5564,9 @@ " 1987\n", " \n", " \n", - " 447\n", + " 451\n", " TSCO\n", - " Tractor Supply Company\n", + " Tractor Supply\n", " reports\n", " Consumer Discretionary\n", " Specialty Stores\n", @@ -5528,7 +5576,7 @@ " 1938\n", " \n", " \n", - " 448\n", + " 452\n", " TT\n", " Trane Technologies\n", " reports\n", @@ -5540,9 +5588,9 @@ " 1871\n", " \n", " \n", - " 449\n", + " 453\n", " TDG\n", - " TransDigm Group\n", + " TransDigm\n", " reports\n", " Industrials\n", " Aerospace & Defense\n", @@ -5552,9 +5600,9 @@ " 1993\n", " \n", " \n", - " 450\n", + " 454\n", " TRV\n", - " The Travelers Companies\n", + " Travelers\n", " reports\n", " Financials\n", " Property & Casualty Insurance\n", @@ -5564,7 +5612,7 @@ " 1853\n", " \n", " \n", - " 451\n", + " 455\n", " TRMB\n", " Trimble\n", " reports\n", @@ -5576,9 +5624,9 @@ " 1978\n", " \n", " \n", - " 452\n", + " 456\n", " TFC\n", - " Truist Financial\n", + " Truist\n", " reports\n", " Financials\n", " Regional Banks\n", @@ -5588,7 +5636,7 @@ " 1872\n", " \n", " \n", - " 453\n", + " 457\n", " TWTR\n", " Twitter\n", " reports\n", @@ -5600,7 +5648,7 @@ " 2006\n", " \n", " \n", - " 454\n", + " 458\n", " TYL\n", " Tyler Technologies\n", " reports\n", @@ -5612,9 +5660,9 @@ " 1966\n", " \n", " \n", - " 455\n", + " 459\n", " TSN\n", - " Tyson Foods\n", + " Tyson\n", " reports\n", " Consumer Staples\n", " Packaged Foods & Meats\n", @@ -5624,7 +5672,19 @@ " 1935\n", " \n", " \n", - " 456\n", + " 460\n", + " USB\n", + " U.S. Bank\n", + " reports\n", + " Financials\n", + " Diversified Banks\n", + " Minneapolis, Minnesota\n", + " NaN\n", + " 36104\n", + " 1968\n", + " \n", + " \n", + " 461\n", " UDR\n", " UDR\n", " reports\n", @@ -5636,7 +5696,7 @@ " 1972\n", " \n", " \n", - " 457\n", + " 462\n", " ULTA\n", " Ulta Beauty\n", " reports\n", @@ -5648,19 +5708,7 @@ " 1990\n", " \n", " \n", - " 458\n", - " USB\n", - " U.S. Bancorp\n", - " reports\n", - " Financials\n", - " Diversified Banks\n", - " Minneapolis, Minnesota\n", - " NaN\n", - " 36104\n", - " 1968\n", - " \n", - " \n", - " 459\n", + " 463\n", " UAA\n", " Under Armour (Class A)\n", " reports\n", @@ -5672,7 +5720,7 @@ " 1996\n", " \n", " \n", - " 460\n", + " 464\n", " UA\n", " Under Armour (Class C)\n", " reports\n", @@ -5684,7 +5732,7 @@ " 1996\n", " \n", " \n", - " 461\n", + " 465\n", " UNP\n", " Union Pacific\n", " reports\n", @@ -5696,7 +5744,7 @@ " 1862\n", " \n", " \n", - " 462\n", + " 466\n", " UAL\n", " United Airlines\n", " reports\n", @@ -5708,7 +5756,7 @@ " 1967\n", " \n", " \n", - " 463\n", + " 467\n", " UNH\n", " UnitedHealth Group\n", " reports\n", @@ -5720,7 +5768,7 @@ " 1977\n", " \n", " \n", - " 464\n", + " 468\n", " UPS\n", " United Parcel Service\n", " reports\n", @@ -5732,7 +5780,7 @@ " 1907\n", " \n", " \n", - " 465\n", + " 469\n", " URI\n", " United Rentals\n", " reports\n", @@ -5744,7 +5792,7 @@ " 1997\n", " \n", " \n", - " 466\n", + " 470\n", " UHS\n", " Universal Health Services\n", " reports\n", @@ -5756,9 +5804,9 @@ " 1979\n", " \n", " \n", - " 467\n", + " 471\n", " VLO\n", - " Valero Energy\n", + " Valero\n", " reports\n", " Energy\n", " Oil & Gas Refining & Marketing\n", @@ -5768,7 +5816,7 @@ " 1980\n", " \n", " \n", - " 468\n", + " 472\n", " VTR\n", " Ventas\n", " reports\n", @@ -5780,7 +5828,7 @@ " 1998\n", " \n", " \n", - " 469\n", + " 473\n", " VRSN\n", " Verisign\n", " reports\n", @@ -5792,9 +5840,9 @@ " 1995\n", " \n", " \n", - " 470\n", + " 474\n", " VRSK\n", - " Verisk Analytics\n", + " Verisk\n", " reports\n", " Industrials\n", " Research & Consulting Services\n", @@ -5804,9 +5852,9 @@ " 1971\n", " \n", " \n", - " 471\n", + " 475\n", " VZ\n", - " Verizon Communications\n", + " Verizon\n", " reports\n", " Communication Services\n", " Integrated Telecommunication Services\n", @@ -5816,9 +5864,9 @@ " 1983 (1877)\n", " \n", " \n", - " 472\n", + " 476\n", " VRTX\n", - " Vertex Pharmaceuticals\n", + " Vertex\n", " reports\n", " Health Care\n", " Biotechnology\n", @@ -5828,7 +5876,7 @@ " 1989\n", " \n", " \n", - " 473\n", + " 477\n", " VFC\n", " VF Corporation\n", " reports\n", @@ -5840,19 +5888,7 @@ " 1899\n", " \n", " \n", - " 474\n", - " VIAC\n", - " ViacomCBS\n", - " reports\n", - " Communication Services\n", - " Movies & Entertainment\n", - " New York City, New York\n", - " NaN\n", - " 813828\n", - " 2019 (1952)\n", - " \n", - " \n", - " 475\n", + " 478\n", " VTRS\n", " Viatris\n", " reports\n", @@ -5864,7 +5900,7 @@ " 1961\n", " \n", " \n", - " 476\n", + " 479\n", " V\n", " Visa\n", " reports\n", @@ -5876,19 +5912,19 @@ " 1958\n", " \n", " \n", - " 477\n", + " 480\n", " VNO\n", " Vornado Realty Trust\n", " reports\n", " Real Estate\n", " Office REITs\n", " New York City, New York\n", - " NaN\n", + " 2005\n", " 899689\n", " 1982\n", " \n", " \n", - " 478\n", + " 481\n", " VMC\n", " Vulcan Materials\n", " reports\n", @@ -5900,19 +5936,7 @@ " 1909\n", " \n", " \n", - " 479\n", - " WRB\n", - " W. R. Berkley Corporation\n", - " reports\n", - " Financials\n", - " Property & Casualty Insurance\n", - " Greenwich, Connecticut\n", - " 2019-12-05\n", - " 11544\n", - " 1967\n", - " \n", - " \n", - " 480\n", + " 482\n", " WAB\n", " Wabtec\n", " reports\n", @@ -5924,7 +5948,7 @@ " 1999 (1869)\n", " \n", " \n", - " 481\n", + " 483\n", " WMT\n", " Walmart\n", " reports\n", @@ -5936,7 +5960,7 @@ " 1962\n", " \n", " \n", - " 482\n", + " 484\n", " WBA\n", " Walgreens Boots Alliance\n", " reports\n", @@ -5948,19 +5972,7 @@ " 2014\n", " \n", " \n", - " 483\n", - " DIS\n", - " The Walt Disney Company\n", - " reports\n", - " Communication Services\n", - " Movies & Entertainment\n", - " Burbank, California\n", - " 1976-06-30\n", - " 1744489\n", - " 1923\n", - " \n", - " \n", - " 484\n", + " 485\n", " WM\n", " Waste Management\n", " reports\n", @@ -5972,9 +5984,9 @@ " 1968\n", " \n", " \n", - " 485\n", + " 486\n", " WAT\n", - " Waters Corporation\n", + " Waters\n", " reports\n", " Health Care\n", " Health Care Distributors\n", @@ -5984,7 +5996,7 @@ " 1958\n", " \n", " \n", - " 486\n", + " 487\n", " WEC\n", " WEC Energy Group\n", " reports\n", @@ -5996,7 +6008,7 @@ " 1896\n", " \n", " \n", - " 487\n", + " 488\n", " WFC\n", " Wells Fargo\n", " reports\n", @@ -6008,7 +6020,7 @@ " 1852\n", " \n", " \n", - " 488\n", + " 489\n", " WELL\n", " Welltower\n", " reports\n", @@ -6020,7 +6032,7 @@ " 1970\n", " \n", " \n", - " 489\n", + " 490\n", " WST\n", " West Pharmaceutical Services\n", " reports\n", @@ -6032,7 +6044,7 @@ " 1923\n", " \n", " \n", - " 490\n", + " 491\n", " WDC\n", " Western Digital\n", " reports\n", @@ -6044,7 +6056,7 @@ " 1970\n", " \n", " \n", - " 491\n", + " 492\n", " WRK\n", " WestRock\n", " reports\n", @@ -6056,7 +6068,7 @@ " 2015\n", " \n", " \n", - " 492\n", + " 493\n", " WY\n", " Weyerhaeuser\n", " reports\n", @@ -6068,9 +6080,9 @@ " 1900\n", " \n", " \n", - " 493\n", + " 494\n", " WHR\n", - " Whirlpool Corporation\n", + " Whirlpool\n", " reports\n", " Consumer Discretionary\n", " Household Appliances\n", @@ -6080,9 +6092,9 @@ " 1911\n", " \n", " \n", - " 494\n", + " 495\n", " WMB\n", - " Williams Companies\n", + " Williams\n", " reports\n", " Energy\n", " Oil & Gas Storage & Transportation\n", @@ -6092,7 +6104,7 @@ " 1908\n", " \n", " \n", - " 495\n", + " 496\n", " WTW\n", " Willis Towers Watson\n", " reports\n", @@ -6104,7 +6116,7 @@ " 2016\n", " \n", " \n", - " 496\n", + " 497\n", " WYNN\n", " Wynn Resorts\n", " reports\n", @@ -6116,7 +6128,7 @@ " 2002\n", " \n", " \n", - " 497\n", + " 498\n", " XEL\n", " Xcel Energy\n", " reports\n", @@ -6128,18 +6140,6 @@ " 1909\n", " \n", " \n", - " 498\n", - " XLNX\n", - " Xilinx\n", - " reports\n", - " Information Technology\n", - " Semiconductors\n", - " San Jose, California\n", - " 1999-11-08\n", - " 743988\n", - " 1984\n", - " \n", - " \n", " 499\n", " XYL\n", " Xylem\n", @@ -6166,7 +6166,7 @@ " \n", " 501\n", " ZBRA\n", - " Zebra Technologies\n", + " Zebra\n", " reports\n", " Information Technology\n", " Electronic Equipment & Instruments\n", @@ -6216,512 +6216,512 @@ "" ], "text/plain": [ - " Symbol Security SEC filings \\\n", - "0 MMM 3M reports \n", - "1 AOS A. O. Smith reports \n", - "2 ABT Abbott reports \n", - "3 ABBV AbbVie reports \n", - "4 ABMD Abiomed reports \n", - "5 ACN Accenture reports \n", - "6 ATVI Activision Blizzard reports \n", - "7 ADBE Adobe reports \n", - "8 AAP Advance Auto Parts reports \n", - "9 AES AES reports \n", - "10 AFL Aflac reports \n", - "11 A Agilent Technologies reports \n", - "12 AIG AIG reports \n", - "13 APD Air Products reports \n", - "14 AKAM Akamai reports \n", - "15 ALK Alaska Air Group reports \n", - "16 ALB Albemarle reports \n", - "17 ARE Alexandria Real Estate Equities reports \n", - "18 ALGN Align Technology reports \n", - "19 ALLE Allegion reports \n", - "20 LNT Alliant Energy reports \n", - "21 ALL Allstate reports \n", - "22 GOOGL Alphabet (Class A) reports \n", - "23 GOOG Alphabet (Class C) reports \n", - "24 MO Altria reports \n", - "25 AMZN Amazon reports \n", - "26 AMCR Amcor reports \n", - "27 AMD AMD reports \n", - "28 AEE Ameren reports \n", - "29 AAL American Airlines Group reports \n", - "30 AEP American Electric Power reports \n", - "31 AXP American Express reports \n", - "32 AMT American Tower reports \n", - "33 AWK American Water reports \n", - "34 AMP Ameriprise Financial reports \n", - "35 ABC AmerisourceBergen reports \n", - "36 AME Ametek reports \n", - "37 AMGN Amgen reports \n", - "38 APH Amphenol reports \n", - "39 ADI Analog Devices reports \n", - "40 ANSS Ansys reports \n", - "41 ANTM Anthem reports \n", - "42 AON Aon reports \n", - "43 APA APA Corporation reports \n", - "44 AAPL Apple reports \n", - "45 AMAT Applied Materials reports \n", - "46 APTV Aptiv reports \n", - "47 ADM ADM reports \n", - "48 ANET Arista reports \n", - "49 AJG Arthur J. Gallagher & Co. reports \n", - "50 AIZ Assurant reports \n", - "51 T AT&T reports \n", - "52 ATO Atmos Energy reports \n", - "53 ADSK Autodesk reports \n", - "54 ADP Automatic Data Processing reports \n", - "55 AZO AutoZone reports \n", - "56 AVB AvalonBay Communities reports \n", - "57 AVY Avery Dennison reports \n", - "58 BKR Baker Hughes reports \n", - "59 BLL Ball reports \n", - "60 BAC Bank of America reports \n", - "61 BBWI Bath & Body Works reports \n", - "62 BAX Baxter International reports \n", - "63 BDX Becton Dickinson reports \n", - "64 BRK.B Berkshire Hathaway reports \n", - "65 BBY Best Buy reports \n", - "66 BIO Bio-Rad reports \n", - "67 TECH Bio-Techne reports \n", - "68 BIIB Biogen reports \n", - "69 BLK BlackRock reports \n", - "70 BK BNY Mellon reports \n", - "71 BA Boeing reports \n", - "72 BKNG Booking Holdings reports \n", - "73 BWA BorgWarner reports \n", - "74 BXP Boston Properties reports \n", - "75 BSX Boston Scientific reports \n", - "76 BMY Bristol Myers Squibb reports \n", - "77 AVGO Broadcom reports \n", - "78 BR Broadridge reports \n", - "79 BRO Brown & Brown reports \n", - "80 BF.B Brown–Forman reports \n", - "81 CHRW C. H. Robinson reports \n", - "82 CDNS Cadence Design Systems reports \n", - "83 CZR Caesars Entertainment reports \n", - "84 CPB Campbell Soup reports \n", - "85 COF Capital One reports \n", - "86 CAH Cardinal Health reports \n", - "87 KMX CarMax reports \n", - "88 CCL Carnival Corporation reports \n", - "89 CARR Carrier Global reports \n", - "90 CTLT Catalent reports \n", - "91 CAT Caterpillar reports \n", - "92 CBOE Cboe Global Markets reports \n", - "93 CBRE CBRE reports \n", - "94 CDW CDW reports \n", - "95 CE Celanese reports \n", - "96 CNC Centene reports \n", - "97 CNP CenterPoint Energy reports \n", - "98 CDAY Ceridian reports \n", - "99 CERN Cerner reports \n", - "100 CF CF Industries reports \n", - "101 CRL Charles River Laboratories reports \n", - "102 SCHW Charles Schwab reports \n", - "103 CHTR Charter Communications reports \n", - "104 CVX Chevron reports \n", - "105 CMG Chipotle Mexican Grill reports \n", - "106 CB Chubb reports \n", - "107 CHD Church & Dwight reports \n", - "108 CI Cigna reports \n", - "109 CINF Cincinnati Financial reports \n", - "110 CTAS Cintas reports \n", - "111 CSCO Cisco reports \n", - "112 C Citigroup reports \n", - "113 CFG Citizens Financial Group reports \n", - "114 CTXS Citrix reports \n", - "115 CLX Clorox reports \n", - "116 CME CME Group reports \n", - "117 CMS CMS Energy reports \n", - "118 KO Coca-Cola reports \n", - "119 CTSH Cognizant Technology Solutions reports \n", - "120 CL Colgate-Palmolive reports \n", - "121 CMCSA Comcast reports \n", - "122 CMA Comerica reports \n", - "123 CAG Conagra Brands reports \n", - "124 COP ConocoPhillips reports \n", - "125 ED Con Edison reports \n", - "126 STZ Constellation Brands reports \n", - "127 COO The Cooper Companies reports \n", - "128 CPRT Copart reports \n", - "129 GLW Corning reports \n", - "130 CTVA Corteva reports \n", - "131 COST Costco reports \n", - "132 CTRA Coterra reports \n", - "133 CCI Crown Castle reports \n", - "134 CSX CSX reports \n", - "135 CMI Cummins reports \n", - "136 CVS CVS Health reports \n", - "137 DHI D. R. Horton reports \n", - "138 DHR Danaher reports \n", - "139 DRI Darden Restaurants reports \n", - "140 DVA DaVita reports \n", - "141 DE Deere & Co. reports \n", - "142 DAL Delta Air Lines reports \n", - "143 XRAY Dentsply Sirona reports \n", - "144 DVN Devon Energy reports \n", - "145 DXCM DexCom reports \n", - "146 FANG Diamondback Energy reports \n", - "147 DLR Digital Realty reports \n", - "148 DFS Discover Financial Services reports \n", - "149 DISCA Discovery (Series A) reports \n", - "150 DISCK Discovery (Series C) reports \n", - "151 DISH Dish Network reports \n", - "152 DG Dollar General reports \n", - "153 DLTR Dollar Tree reports \n", - "154 D Dominion Energy reports \n", - "155 DPZ Domino's Pizza reports \n", - "156 DOV Dover Corporation reports \n", - "157 DOW Dow reports \n", - "158 DTE DTE Energy reports \n", - "159 DUK Duke Energy reports \n", - "160 DRE Duke Realty reports \n", - "161 DD DuPont reports \n", - "162 DXC DXC Technology reports \n", - "163 EMN Eastman Chemical reports \n", - "164 ETN Eaton reports \n", - "165 EBAY eBay reports \n", - "166 ECL Ecolab reports \n", - "167 EIX Edison International reports \n", - "168 EW Edwards Lifesciences reports \n", - "169 EA Electronic Arts reports \n", - "170 EMR Emerson reports \n", - "171 ENPH Enphase Energy reports \n", - "172 ETR Entergy reports \n", - "173 EOG EOG Resources reports \n", - "174 EPAM EPAM Systems reports \n", - "175 EFX Equifax reports \n", - "176 EQIX Equinix reports \n", - "177 EQR Equity Residential reports \n", - "178 ESS Essex Property Trust reports \n", - "179 EL Estée Lauder Companies reports \n", - "180 ETSY Etsy reports \n", - "181 EVRG Evergy reports \n", - "182 ES Eversource Energy reports \n", - "183 RE Everest Re reports \n", - "184 EXC Exelon reports \n", - "185 EXPE Expedia Group reports \n", - "186 EXPD Expeditors reports \n", - "187 EXR Extra Space Storage reports \n", - "188 XOM ExxonMobil reports \n", - "189 FFIV F5 reports \n", - "190 FDS FactSet reports \n", - "191 FAST Fastenal reports \n", - "192 FRT Federal Realty Investment Trust reports \n", - "193 FDX FedEx reports \n", - "194 FIS Fidelity National Information Services reports \n", - "195 FITB Fifth Third Bancorp reports \n", - "196 FE FirstEnergy reports \n", - "197 FRC First Republic Bank reports \n", - "198 FISV Fiserv reports \n", - "199 FLT Fleetcor reports \n", - "200 FMC FMC Corporation reports \n", - "201 F Ford reports \n", - "202 FTNT Fortinet reports \n", - "203 FTV Fortive reports \n", - "204 FBHS Fortune Brands Home & Security reports \n", - "205 FOXA Fox Corporation (Class A) reports \n", - "206 FOX Fox Corporation (Class B) reports \n", - "207 BEN Franklin Resources reports \n", - "208 FCX Freeport-McMoRan reports \n", - "209 GPS Gap reports \n", - "210 GRMN Garmin reports \n", - "211 IT Gartner reports \n", - "212 GNRC Generac Holdings reports \n", - "213 GD General Dynamics reports \n", - "214 GE General Electric reports \n", - "215 GIS General Mills reports \n", - "216 GM General Motors reports \n", - "217 GPC Genuine Parts reports \n", - "218 GILD Gilead Sciences reports \n", - "219 GL Globe Life reports \n", - "220 GPN Global Payments reports \n", - "221 GS Goldman Sachs reports \n", - "222 GWW W. W. Grainger reports \n", - "223 HAL Halliburton reports \n", - "224 HIG The Hartford reports \n", - "225 HAS Hasbro reports \n", - "226 HCA HCA Healthcare reports \n", - "227 PEAK Healthpeak Properties reports \n", - "228 HSIC Henry Schein reports \n", - "229 HSY The Hershey Company reports \n", - "230 HES Hess Corporation reports \n", - "231 HPE Hewlett Packard Enterprise reports \n", - "232 HLT Hilton Worldwide reports \n", - "233 HOLX Hologic reports \n", - "234 HD Home Depot reports \n", - "235 HON Honeywell reports \n", - "236 HRL Hormel reports \n", - "237 HST Host Hotels & Resorts reports \n", - "238 HWM Howmet Aerospace reports \n", - "239 HPQ HP reports \n", - "240 HUM Humana reports \n", - "241 HBAN Huntington Bancshares reports \n", - "242 HII Huntington Ingalls Industries reports \n", - "243 IEX IDEX Corporation reports \n", - "244 IDXX Idexx Laboratories reports \n", - "245 INFO IHS Markit reports \n", - "246 ITW Illinois Tool Works reports \n", - "247 ILMN Illumina reports \n", - "248 INCY Incyte reports \n", - "249 IR Ingersoll Rand reports \n", - "250 INTC Intel reports \n", - "251 ICE Intercontinental Exchange reports \n", - "252 IBM IBM reports \n", - "253 IP International Paper reports \n", - "254 IPG Interpublic Group reports \n", - "255 IFF International Flavors & Fragrances reports \n", - "256 INTU Intuit reports \n", - "257 ISRG Intuitive Surgical reports \n", - "258 IVZ Invesco reports \n", - "259 IPGP IPG Photonics reports \n", - "260 IQV IQVIA reports \n", - "261 IRM Iron Mountain reports \n", - "262 JKHY Jack Henry & Associates reports \n", - "263 J Jacobs Engineering Group reports \n", - "264 JBHT J. B. Hunt reports \n", - "265 SJM JM Smucker reports \n", - "266 JNJ Johnson & Johnson reports \n", - "267 JCI Johnson Controls reports \n", - "268 JPM JPMorgan Chase reports \n", - "269 JNPR Juniper Networks reports \n", - "270 K Kellogg's reports \n", - "271 KEY KeyCorp reports \n", - "272 KEYS Keysight Technologies reports \n", - "273 KMB Kimberly-Clark reports \n", - "274 KIM Kimco Realty reports \n", - "275 KMI Kinder Morgan reports \n", - "276 KLAC KLA Corporation reports \n", - "277 KHC Kraft Heinz reports \n", - "278 KR Kroger reports \n", - "279 LHX L3Harris Technologies reports \n", - "280 LH LabCorp reports \n", - "281 LRCX Lam Research reports \n", - "282 LW Lamb Weston reports \n", - "283 LVS Las Vegas Sands reports \n", - "284 LDOS Leidos reports \n", - "285 LEN Lennar reports \n", - "286 LLY Eli Lilly reports \n", - "287 LNC Lincoln National reports \n", - "288 LIN Linde reports \n", - "289 LYV Live Nation Entertainment reports \n", - "290 LKQ LKQ Corporation reports \n", - "291 LMT Lockheed Martin reports \n", - "292 L Loews Corporation reports \n", - "293 LOW Lowe's reports \n", - "294 LUMN Lumen Technologies reports \n", - "295 LYB LyondellBasell reports \n", - "296 MTB M&T Bank reports \n", - "297 MRO Marathon Oil reports \n", - "298 MPC Marathon Petroleum reports \n", - "299 MKTX MarketAxess reports \n", - "300 MAR Marriott International reports \n", - "301 MMC Marsh & McLennan reports \n", - "302 MLM Martin Marietta Materials reports \n", - "303 MAS Masco reports \n", - "304 MA Mastercard reports \n", - "305 MTCH Match Group reports \n", - "306 MKC McCormick & Company reports \n", - "307 MCD McDonald's reports \n", - "308 MCK McKesson Corporation reports \n", - "309 MDT Medtronic reports \n", - "310 MRK Merck reports \n", - "311 FB Meta Platforms reports \n", - "312 MET MetLife reports \n", - "313 MTD Mettler Toledo reports \n", - "314 MGM MGM Resorts International reports \n", - "315 MCHP Microchip Technology reports \n", - "316 MU Micron Technology reports \n", - "317 MSFT Microsoft reports \n", - "318 MAA Mid-America Apartments reports \n", - "319 MRNA Moderna reports \n", - "320 MHK Mohawk Industries reports \n", - "321 TAP Molson Coors reports \n", - "322 MDLZ Mondelez International reports \n", - "323 MPWR Monolithic Power Systems reports \n", - "324 MNST Monster Beverage reports \n", - "325 MCO Moody's reports \n", - "326 MS Morgan Stanley reports \n", - "327 MOS The Mosaic Company reports \n", - "328 MSI Motorola Solutions reports \n", - "329 MSCI MSCI reports \n", - "330 NDAQ Nasdaq reports \n", - "331 NTAP NetApp reports \n", - "332 NFLX Netflix reports \n", - "333 NWL Newell Brands reports \n", - "334 NEM Newmont reports \n", - "335 NWSA News Corp (Class A) reports \n", - "336 NWS News Corp (Class B) reports \n", - "337 NEE NextEra Energy reports \n", - "338 NLSN Nielsen Holdings reports \n", - "339 NKE Nike reports \n", - "340 NI NiSource reports \n", - "341 NSC Norfolk Southern reports \n", - "342 NTRS Northern Trust reports \n", - "343 NOC Northrop Grumman reports \n", - "344 NLOK NortonLifeLock reports \n", - "345 NCLH Norwegian Cruise Line Holdings reports \n", - "346 NRG NRG Energy reports \n", - "347 NUE Nucor reports \n", - "348 NVDA Nvidia reports \n", - "349 NVR NVR reports \n", - "350 NXPI NXP reports \n", - "351 ORLY O'Reilly Automotive reports \n", - "352 OXY Occidental Petroleum reports \n", - "353 ODFL Old Dominion Freight Line reports \n", - "354 OMC Omnicom Group reports \n", - "355 OKE Oneok reports \n", - "356 ORCL Oracle reports \n", - "357 OGN Organon & Co. reports \n", - "358 OTIS Otis Worldwide reports \n", - "359 PCAR Paccar reports \n", - "360 PKG Packaging Corporation of America reports \n", - "361 PH Parker-Hannifin reports \n", - "362 PAYX Paychex reports \n", - "363 PAYC Paycom reports \n", - "364 PYPL PayPal reports \n", - "365 PENN Penn National Gaming reports \n", - "366 PNR Pentair reports \n", - "367 PBCT People's United Financial reports \n", - "368 PEP PepsiCo reports \n", - "369 PKI PerkinElmer reports \n", - "370 PFE Pfizer reports \n", - "371 PM Philip Morris International reports \n", - "372 PSX Phillips 66 reports \n", - "373 PNW Pinnacle West Capital reports \n", - "374 PXD Pioneer Natural Resources reports \n", - "375 PNC PNC Financial Services reports \n", - "376 POOL Pool Corporation reports \n", - "377 PPG PPG Industries reports \n", - "378 PPL PPL reports \n", - "379 PFG Principal Financial Group reports \n", - "380 PG Procter & Gamble reports \n", - "381 PGR Progressive Corporation reports \n", - "382 PLD Prologis reports \n", - "383 PRU Prudential Financial reports \n", - "384 PEG PSEG reports \n", - "385 PTC PTC reports \n", - "386 PSA Public Storage reports \n", - "387 PHM PulteGroup reports \n", - "388 PVH PVH reports \n", - "389 QRVO Qorvo reports \n", - "390 PWR Quanta Services reports \n", - "391 QCOM Qualcomm reports \n", - "392 DGX Quest Diagnostics reports \n", - "393 RL Ralph Lauren Corporation reports \n", - "394 RJF Raymond James Financial reports \n", - "395 RTX Raytheon Technologies reports \n", - "396 O Realty Income Corporation reports \n", - "397 REG Regency Centers reports \n", - "398 REGN Regeneron Pharmaceuticals reports \n", - "399 RF Regions Financial Corporation reports \n", - "400 RSG Republic Services reports \n", - "401 RMD ResMed reports \n", - "402 RHI Robert Half International reports \n", - "403 ROK Rockwell Automation reports \n", - "404 ROL Rollins reports \n", - "405 ROP Roper Technologies reports \n", - "406 ROST Ross Stores reports \n", - "407 RCL Royal Caribbean Group reports \n", - "408 SPGI S&P Global reports \n", - "409 CRM Salesforce reports \n", - "410 SBAC SBA Communications reports \n", - "411 SLB Schlumberger reports \n", - "412 STX Seagate Technology reports \n", - "413 SEE Sealed Air reports \n", - "414 SRE Sempra Energy reports \n", - "415 NOW ServiceNow reports \n", - "416 SHW Sherwin-Williams reports \n", - "417 SBNY Signature Bank reports \n", - "418 SPG Simon Property Group reports \n", - "419 SWKS Skyworks Solutions reports \n", - "420 SNA Snap-on reports \n", - "421 SEDG SolarEdge reports \n", - "422 SO Southern Company reports \n", - "423 LUV Southwest Airlines reports \n", - "424 SWK Stanley Black & Decker reports \n", - "425 SBUX Starbucks reports \n", - "426 STT State Street Corporation reports \n", - "427 STE Steris reports \n", - "428 SYK Stryker Corporation reports \n", - "429 SIVB SVB Financial reports \n", - "430 SYF Synchrony Financial reports \n", - "431 SNPS Synopsys reports \n", - "432 SYY Sysco reports \n", - "433 TMUS T-Mobile US reports \n", - "434 TROW T. Rowe Price reports \n", - "435 TTWO Take-Two Interactive reports \n", - "436 TPR Tapestry reports \n", - "437 TGT Target reports \n", - "438 TEL TE Connectivity reports \n", - "439 TDY Teledyne Technologies reports \n", - "440 TFX Teleflex reports \n", - "441 TER Teradyne reports \n", - "442 TSLA Tesla reports \n", - "443 TXN Texas Instruments reports \n", - "444 TXT Textron reports \n", - "445 TMO Thermo Fisher Scientific reports \n", - "446 TJX TJX Companies reports \n", - "447 TSCO Tractor Supply Company reports \n", - "448 TT Trane Technologies reports \n", - "449 TDG TransDigm Group reports \n", - "450 TRV The Travelers Companies reports \n", - "451 TRMB Trimble reports \n", - "452 TFC Truist Financial reports \n", - "453 TWTR Twitter reports \n", - "454 TYL Tyler Technologies reports \n", - "455 TSN Tyson Foods reports \n", - "456 UDR UDR reports \n", - "457 ULTA Ulta Beauty reports \n", - "458 USB U.S. Bancorp reports \n", - "459 UAA Under Armour (Class A) reports \n", - "460 UA Under Armour (Class C) reports \n", - "461 UNP Union Pacific reports \n", - "462 UAL United Airlines reports \n", - "463 UNH UnitedHealth Group reports \n", - "464 UPS United Parcel Service reports \n", - "465 URI United Rentals reports \n", - "466 UHS Universal Health Services reports \n", - "467 VLO Valero Energy reports \n", - "468 VTR Ventas reports \n", - "469 VRSN Verisign reports \n", - "470 VRSK Verisk Analytics reports \n", - "471 VZ Verizon Communications reports \n", - "472 VRTX Vertex Pharmaceuticals reports \n", - "473 VFC VF Corporation reports \n", - "474 VIAC ViacomCBS reports \n", - "475 VTRS Viatris reports \n", - "476 V Visa reports \n", - "477 VNO Vornado Realty Trust reports \n", - "478 VMC Vulcan Materials reports \n", - "479 WRB W. R. Berkley Corporation reports \n", - "480 WAB Wabtec reports \n", - "481 WMT Walmart reports \n", - "482 WBA Walgreens Boots Alliance reports \n", - "483 DIS The Walt Disney Company reports \n", - "484 WM Waste Management reports \n", - "485 WAT Waters Corporation reports \n", - "486 WEC WEC Energy Group reports \n", - "487 WFC Wells Fargo reports \n", - "488 WELL Welltower reports \n", - "489 WST West Pharmaceutical Services reports \n", - "490 WDC Western Digital reports \n", - "491 WRK WestRock reports \n", - "492 WY Weyerhaeuser reports \n", - "493 WHR Whirlpool Corporation reports \n", - "494 WMB Williams Companies reports \n", - "495 WTW Willis Towers Watson reports \n", - "496 WYNN Wynn Resorts reports \n", - "497 XEL Xcel Energy reports \n", - "498 XLNX Xilinx reports \n", - "499 XYL Xylem reports \n", - "500 YUM Yum! Brands reports \n", - "501 ZBRA Zebra Technologies reports \n", - "502 ZBH Zimmer Biomet reports \n", - "503 ZION Zions Bancorp reports \n", - "504 ZTS Zoetis reports \n", + " Symbol Security SEC filings \\\n", + "0 MMM 3M reports \n", + "1 AOS A. O. Smith reports \n", + "2 ABT Abbott reports \n", + "3 ABBV AbbVie reports \n", + "4 ABMD Abiomed reports \n", + "5 ACN Accenture reports \n", + "6 ATVI Activision Blizzard reports \n", + "7 ADM ADM reports \n", + "8 ADBE Adobe reports \n", + "9 ADP ADP reports \n", + "10 AAP Advance Auto Parts reports \n", + "11 AES AES reports \n", + "12 AFL Aflac reports \n", + "13 A Agilent Technologies reports \n", + "14 AIG AIG reports \n", + "15 APD Air Products reports \n", + "16 AKAM Akamai reports \n", + "17 ALK Alaska Air Group reports \n", + "18 ALB Albemarle reports \n", + "19 ARE Alexandria reports \n", + "20 ALGN Align reports \n", + "21 ALLE Allegion reports \n", + "22 LNT Alliant Energy reports \n", + "23 ALL Allstate reports \n", + "24 GOOGL Alphabet (Class A) reports \n", + "25 GOOG Alphabet (Class C) reports \n", + "26 MO Altria reports \n", + "27 AMZN Amazon reports \n", + "28 AMCR Amcor reports \n", + "29 AMD AMD reports \n", + "30 AEE Ameren reports \n", + "31 AAL American Airlines Group reports \n", + "32 AEP American Electric Power reports \n", + "33 AXP American Express reports \n", + "34 AMT American Tower reports \n", + "35 AWK American Water reports \n", + "36 AMP Ameriprise Financial reports \n", + "37 ABC AmerisourceBergen reports \n", + "38 AME Ametek reports \n", + "39 AMGN Amgen reports \n", + "40 APH Amphenol reports \n", + "41 ADI Analog Devices reports \n", + "42 ANSS Ansys reports \n", + "43 ANTM Anthem reports \n", + "44 AON Aon reports \n", + "45 APA APA Corporation reports \n", + "46 AAPL Apple reports \n", + "47 AMAT Applied Materials reports \n", + "48 APTV Aptiv reports \n", + "49 ANET Arista reports \n", + "50 AIZ Assurant reports \n", + "51 T AT&T reports \n", + "52 ATO Atmos Energy reports \n", + "53 ADSK Autodesk reports \n", + "54 AZO AutoZone reports \n", + "55 AVB AvalonBay Communities reports \n", + "56 AVY Avery Dennison reports \n", + "57 BKR Baker Hughes reports \n", + "58 BLL Ball reports \n", + "59 BAC Bank of America reports \n", + "60 BBWI Bath & Body Works reports \n", + "61 BAX Baxter reports \n", + "62 BDX Becton Dickinson reports \n", + "63 WRB Berkley reports \n", + "64 BRK.B Berkshire Hathaway reports \n", + "65 BBY Best Buy reports \n", + "66 BIO Bio-Rad reports \n", + "67 TECH Bio-Techne reports \n", + "68 BIIB Biogen reports \n", + "69 BLK BlackRock reports \n", + "70 BK BNY Mellon reports \n", + "71 BA Boeing reports \n", + "72 BKNG Booking Holdings reports \n", + "73 BWA BorgWarner reports \n", + "74 BXP Boston Properties reports \n", + "75 BSX Boston Scientific reports \n", + "76 BMY Bristol Myers Squibb reports \n", + "77 AVGO Broadcom reports \n", + "78 BR Broadridge reports \n", + "79 BRO Brown & Brown reports \n", + "80 BF.B Brown–Forman reports \n", + "81 CHRW C.H. Robinson reports \n", + "82 CDNS Cadence reports \n", + "83 CZR Caesars Entertainment reports \n", + "84 CPB Campbell's reports \n", + "85 COF Capital One reports \n", + "86 CAH Cardinal Health reports \n", + "87 KMX CarMax reports \n", + "88 CCL Carnival reports \n", + "89 CARR Carrier reports \n", + "90 CTLT Catalent reports \n", + "91 CAT Caterpillar reports \n", + "92 CBOE Cboe reports \n", + "93 CBRE CBRE reports \n", + "94 CDW CDW reports \n", + "95 CE Celanese reports \n", + "96 CNC Centene reports \n", + "97 CNP CenterPoint Energy reports \n", + "98 CDAY Ceridian reports \n", + "99 CERN Cerner reports \n", + "100 CF CF Industries reports \n", + "101 CRL Charles River reports \n", + "102 SCHW Charles Schwab reports \n", + "103 CHTR Charter Communications reports \n", + "104 CVX Chevron reports \n", + "105 CMG Chipotle Mexican Grill reports \n", + "106 CB Chubb reports \n", + "107 CHD Church & Dwight reports \n", + "108 CI Cigna reports \n", + "109 CINF Cincinnati Financial reports \n", + "110 CTAS Cintas reports \n", + "111 CSCO Cisco reports \n", + "112 C Citigroup reports \n", + "113 CFG Citizens reports \n", + "114 CTXS Citrix reports \n", + "115 CLX Clorox reports \n", + "116 CME CME Group reports \n", + "117 CMS CMS Energy reports \n", + "118 KO Coca-Cola reports \n", + "119 CTSH Cognizant reports \n", + "120 CL Colgate-Palmolive reports \n", + "121 CMCSA Comcast reports \n", + "122 CMA Comerica reports \n", + "123 CAG Conagra Brands reports \n", + "124 COP ConocoPhillips reports \n", + "125 ED Con Edison reports \n", + "126 STZ Constellation Brands reports \n", + "127 CEG Constellation Energy reports \n", + "128 COO CooperCompanies reports \n", + "129 CPRT Copart reports \n", + "130 GLW Corning reports \n", + "131 CTVA Corteva reports \n", + "132 COST Costco reports \n", + "133 CTRA Coterra reports \n", + "134 CCI Crown Castle reports \n", + "135 CSX CSX reports \n", + "136 CMI Cummins reports \n", + "137 CVS CVS Health reports \n", + "138 DHI D.R. Horton reports \n", + "139 DHR Danaher reports \n", + "140 DRI Darden reports \n", + "141 DVA DaVita reports \n", + "142 DE Deere & Co. reports \n", + "143 DAL Delta Air Lines reports \n", + "144 XRAY Dentsply Sirona reports \n", + "145 DVN Devon reports \n", + "146 DXCM DexCom reports \n", + "147 FANG Diamondback reports \n", + "148 DLR Digital Realty reports \n", + "149 DFS Discover reports \n", + "150 DISCA Discovery (Series A) reports \n", + "151 DISCK Discovery (Series C) reports \n", + "152 DISH Dish reports \n", + "153 DIS Disney reports \n", + "154 DG Dollar General reports \n", + "155 DLTR Dollar Tree reports \n", + "156 D Dominion Energy reports \n", + "157 DPZ Domino's reports \n", + "158 DOV Dover reports \n", + "159 DOW Dow reports \n", + "160 DTE DTE reports \n", + "161 DUK Duke Energy reports \n", + "162 DRE Duke Realty reports \n", + "163 DD DuPont reports \n", + "164 DXC DXC Technology reports \n", + "165 EMN Eastman reports \n", + "166 ETN Eaton reports \n", + "167 EBAY eBay reports \n", + "168 ECL Ecolab reports \n", + "169 EIX Edison International reports \n", + "170 EW Edwards Lifesciences reports \n", + "171 EA Electronic Arts reports \n", + "172 EMR Emerson reports \n", + "173 ENPH Enphase reports \n", + "174 ETR Entergy reports \n", + "175 EOG EOG Resources reports \n", + "176 EPAM EPAM reports \n", + "177 EFX Equifax reports \n", + "178 EQIX Equinix reports \n", + "179 EQR Equity Residential reports \n", + "180 ESS Essex reports \n", + "181 EL Estée Lauder Companies reports \n", + "182 ETSY Etsy reports \n", + "183 RE Everest reports \n", + "184 EVRG Evergy reports \n", + "185 ES Eversource reports \n", + "186 EXC Exelon reports \n", + "187 EXPE Expedia Group reports \n", + "188 EXPD Expeditors reports \n", + "189 EXR Extra Space Storage reports \n", + "190 XOM ExxonMobil reports \n", + "191 FFIV F5 reports \n", + "192 FDS FactSet reports \n", + "193 FAST Fastenal reports \n", + "194 FRT Federal Realty reports \n", + "195 FDX FedEx reports \n", + "196 FITB Fifth Third Bank reports \n", + "197 FRC First Republic reports \n", + "198 FE FirstEnergy reports \n", + "199 FIS FIS reports \n", + "200 FISV Fiserv reports \n", + "201 FLT Fleetcor reports \n", + "202 FMC FMC reports \n", + "203 F Ford reports \n", + "204 FTNT Fortinet reports \n", + "205 FTV Fortive reports \n", + "206 FBHS Fortune Brands reports \n", + "207 FOXA Fox Corporation (Class A) reports \n", + "208 FOX Fox Corporation (Class B) reports \n", + "209 BEN Franklin Templeton reports \n", + "210 FCX Freeport-McMoRan reports \n", + "211 AJG Gallagher reports \n", + "212 GRMN Garmin reports \n", + "213 IT Gartner reports \n", + "214 GE GE reports \n", + "215 GNRC Generac reports \n", + "216 GD General Dynamics reports \n", + "217 GIS General Mills reports \n", + "218 GPC Genuine Parts reports \n", + "219 GILD Gilead reports \n", + "220 GL Globe Life reports \n", + "221 GPN Global Payments reports \n", + "222 GM GM reports \n", + "223 GS Goldman Sachs reports \n", + "224 GWW Grainger reports \n", + "225 HAL Halliburton reports \n", + "226 HIG Hartford (The) reports \n", + "227 HAS Hasbro reports \n", + "228 HCA HCA Healthcare reports \n", + "229 PEAK Healthpeak reports \n", + "230 HSIC Henry Schein reports \n", + "231 HSY Hershey's reports \n", + "232 HES Hess reports \n", + "233 HPE Hewlett Packard Enterprise reports \n", + "234 HLT Hilton reports \n", + "235 HOLX Hologic reports \n", + "236 HD Home Depot reports \n", + "237 HON Honeywell reports \n", + "238 HRL Hormel reports \n", + "239 HST Host Hotels & Resorts reports \n", + "240 HWM Howmet Aerospace reports \n", + "241 HPQ HP reports \n", + "242 HUM Humana reports \n", + "243 HII Huntington Ingalls Industries reports \n", + "244 HBAN Huntington National Bank reports \n", + "245 IEX IDEX reports \n", + "246 IDXX Idexx Laboratories reports \n", + "247 ITW Illinois Tool Works reports \n", + "248 ILMN Illumina reports \n", + "249 INCY Incyte reports \n", + "250 IR Ingersoll Rand reports \n", + "251 INTC Intel reports \n", + "252 ICE Intercontinental Exchange reports \n", + "253 IBM IBM reports \n", + "254 IP International Paper reports \n", + "255 IPG Interpublic Group reports \n", + "256 IFF International Flavors & Fragrances reports \n", + "257 INTU Intuit reports \n", + "258 ISRG Intuitive Surgical reports \n", + "259 IVZ Invesco reports \n", + "260 IPGP IPG Photonics reports \n", + "261 IQV IQVIA reports \n", + "262 IRM Iron Mountain reports \n", + "263 JBHT J.B. Hunt reports \n", + "264 JKHY Jack Henry & Associates reports \n", + "265 J Jacobs reports \n", + "266 JNJ Johnson & Johnson reports \n", + "267 JCI Johnson Controls reports \n", + "268 JPM JPMorgan Chase reports \n", + "269 JNPR Juniper Networks reports \n", + "270 K Kellogg's reports \n", + "271 KEY KeyCorp reports \n", + "272 KEYS Keysight reports \n", + "273 KMB Kimberly-Clark reports \n", + "274 KIM Kimco Realty reports \n", + "275 KMI Kinder Morgan reports \n", + "276 KLAC KLA reports \n", + "277 KHC Kraft Heinz reports \n", + "278 KR Kroger reports \n", + "279 LHX L3Harris reports \n", + "280 LH LabCorp reports \n", + "281 LRCX Lam Research reports \n", + "282 LW Lamb Weston reports \n", + "283 LVS Las Vegas Sands reports \n", + "284 LDOS Leidos reports \n", + "285 LEN Lennar reports \n", + "286 LLY Lilly reports \n", + "287 LNC Lincoln Financial reports \n", + "288 LIN Linde reports \n", + "289 LYV Live Nation Entertainment reports \n", + "290 LKQ LKQ Corporation reports \n", + "291 LMT Lockheed Martin reports \n", + "292 L Loews Corporation reports \n", + "293 LOW Lowe's reports \n", + "294 LUMN Lumen reports \n", + "295 LYB LyondellBasell reports \n", + "296 MTB M&T Bank reports \n", + "297 MRO Marathon Oil reports \n", + "298 MPC Marathon Petroleum reports \n", + "299 MKTX MarketAxess reports \n", + "300 MAR Marriott International reports \n", + "301 MMC Marsh & McLennan reports \n", + "302 MLM Martin Marietta reports \n", + "303 MAS Masco reports \n", + "304 MA Mastercard reports \n", + "305 MTCH Match Group reports \n", + "306 MKC McCormick reports \n", + "307 MCD McDonald's reports \n", + "308 MCK McKesson reports \n", + "309 MDT Medtronic reports \n", + "310 MRK Merck reports \n", + "311 FB Meta reports \n", + "312 MET MetLife reports \n", + "313 MTD Mettler Toledo reports \n", + "314 MGM MGM Resorts reports \n", + "315 MCHP Microchip reports \n", + "316 MU Micron reports \n", + "317 MSFT Microsoft reports \n", + "318 MAA Mid-America Apartments reports \n", + "319 MRNA Moderna reports \n", + "320 MHK Mohawk Industries reports \n", + "321 MOH Molina Healthcare reports \n", + "322 TAP Molson Coors reports \n", + "323 MDLZ Mondelez International reports \n", + "324 MPWR Monolithic Power Systems reports \n", + "325 MNST Monster Beverage reports \n", + "326 MCO Moody's reports \n", + "327 MS Morgan Stanley reports \n", + "328 MOS Mosaic reports \n", + "329 MSI Motorola Solutions reports \n", + "330 MSCI MSCI reports \n", + "331 NDAQ Nasdaq reports \n", + "332 NTAP NetApp reports \n", + "333 NFLX Netflix reports \n", + "334 NWL Newell Brands reports \n", + "335 NEM Newmont reports \n", + "336 NWSA News Corp (Class A) reports \n", + "337 NWS News Corp (Class B) reports \n", + "338 NEE NextEra Energy reports \n", + "339 NLSN Nielsen reports \n", + "340 NKE Nike reports \n", + "341 NI NiSource reports \n", + "342 NDSN Nordson reports \n", + "343 NSC Norfolk Southern reports \n", + "344 NTRS Northern Trust reports \n", + "345 NOC Northrop Grumman reports \n", + "346 NLOK NortonLifeLock reports \n", + "347 NCLH Norwegian Cruise Line Holdings reports \n", + "348 NRG NRG Energy reports \n", + "349 NUE Nucor reports \n", + "350 NVDA Nvidia reports \n", + "351 NVR NVR reports \n", + "352 NXPI NXP reports \n", + "353 ORLY O'Reilly Automotive reports \n", + "354 OXY Occidental Petroleum reports \n", + "355 ODFL Old Dominion reports \n", + "356 OMC Omnicom Group reports \n", + "357 OKE Oneok reports \n", + "358 ORCL Oracle reports \n", + "359 OGN Organon reports \n", + "360 OTIS Otis reports \n", + "361 PCAR Paccar reports \n", + "362 PKG Packaging Corporation of America reports \n", + "363 PARA Paramount reports \n", + "364 PH Parker reports \n", + "365 PAYX Paychex reports \n", + "366 PAYC Paycom reports \n", + "367 PYPL PayPal reports \n", + "368 PENN Penn National Gaming reports \n", + "369 PNR Pentair reports \n", + "370 PBCT People's United Financial reports \n", + "371 PEP PepsiCo reports \n", + "372 PKI PerkinElmer reports \n", + "373 PFE Pfizer reports \n", + "374 PM Philip Morris International reports \n", + "375 PSX Phillips 66 reports \n", + "376 PNW Pinnacle West reports \n", + "377 PXD Pioneer Natural Resources reports \n", + "378 PNC PNC Financial Services reports \n", + "379 POOL Pool Corporation reports \n", + "380 PPG PPG Industries reports \n", + "381 PPL PPL reports \n", + "382 PFG Principal reports \n", + "383 PG Procter & Gamble reports \n", + "384 PGR Progressive reports \n", + "385 PLD Prologis reports \n", + "386 PRU Prudential reports \n", + "387 PEG PSEG reports \n", + "388 PTC PTC reports \n", + "389 PSA Public Storage reports \n", + "390 PHM PulteGroup reports \n", + "391 PVH PVH reports \n", + "392 QRVO Qorvo reports \n", + "393 PWR Quanta reports \n", + "394 QCOM Qualcomm reports \n", + "395 DGX Quest Diagnostics reports \n", + "396 RL Ralph Lauren reports \n", + "397 RJF Raymond James reports \n", + "398 RTX Raytheon Technologies reports \n", + "399 O Realty Income reports \n", + "400 REG Regency Centers reports \n", + "401 REGN Regeneron reports \n", + "402 RF Regions reports \n", + "403 RSG Republic Services reports \n", + "404 RMD ResMed reports \n", + "405 RHI Robert Half reports \n", + "406 ROK Rockwell Automation reports \n", + "407 ROL Rollins reports \n", + "408 ROP Roper reports \n", + "409 ROST Ross reports \n", + "410 RCL Royal Caribbean Group reports \n", + "411 SPGI S&P Global reports \n", + "412 CRM Salesforce reports \n", + "413 SBAC SBA Communications reports \n", + "414 SLB Schlumberger reports \n", + "415 STX Seagate reports \n", + "416 SEE Sealed Air reports \n", + "417 SRE Sempra Energy reports \n", + "418 NOW ServiceNow reports \n", + "419 SHW Sherwin-Williams reports \n", + "420 SBNY Signature Bank reports \n", + "421 SPG Simon reports \n", + "422 SWKS Skyworks reports \n", + "423 SJM Smucker reports \n", + "424 SNA Snap-on reports \n", + "425 SEDG SolarEdge reports \n", + "426 SO Southern Company reports \n", + "427 LUV Southwest Airlines reports \n", + "428 SWK Stanley Black & Decker reports \n", + "429 SBUX Starbucks reports \n", + "430 STT State Street reports \n", + "431 STE Steris reports \n", + "432 SYK Stryker reports \n", + "433 SIVB SVB Financial reports \n", + "434 SYF Synchrony reports \n", + "435 SNPS Synopsys reports \n", + "436 SYY Sysco reports \n", + "437 TMUS T-Mobile reports \n", + "438 TROW T. Rowe Price reports \n", + "439 TTWO Take-Two Interactive reports \n", + "440 TPR Tapestry reports \n", + "441 TGT Target reports \n", + "442 TEL TE Connectivity reports \n", + "443 TDY Teledyne reports \n", + "444 TFX Teleflex reports \n", + "445 TER Teradyne reports \n", + "446 TSLA Tesla reports \n", + "447 TXN Texas Instruments reports \n", + "448 TXT Textron reports \n", + "449 TMO Thermo Fisher Scientific reports \n", + "450 TJX TJX Companies reports \n", + "451 TSCO Tractor Supply reports \n", + "452 TT Trane Technologies reports \n", + "453 TDG TransDigm reports \n", + "454 TRV Travelers reports \n", + "455 TRMB Trimble reports \n", + "456 TFC Truist reports \n", + "457 TWTR Twitter reports \n", + "458 TYL Tyler Technologies reports \n", + "459 TSN Tyson reports \n", + "460 USB U.S. Bank reports \n", + "461 UDR UDR reports \n", + "462 ULTA Ulta Beauty reports \n", + "463 UAA Under Armour (Class A) reports \n", + "464 UA Under Armour (Class C) reports \n", + "465 UNP Union Pacific reports \n", + "466 UAL United Airlines reports \n", + "467 UNH UnitedHealth Group reports \n", + "468 UPS United Parcel Service reports \n", + "469 URI United Rentals reports \n", + "470 UHS Universal Health Services reports \n", + "471 VLO Valero reports \n", + "472 VTR Ventas reports \n", + "473 VRSN Verisign reports \n", + "474 VRSK Verisk reports \n", + "475 VZ Verizon reports \n", + "476 VRTX Vertex reports \n", + "477 VFC VF Corporation reports \n", + "478 VTRS Viatris reports \n", + "479 V Visa reports \n", + "480 VNO Vornado Realty Trust reports \n", + "481 VMC Vulcan Materials reports \n", + "482 WAB Wabtec reports \n", + "483 WMT Walmart reports \n", + "484 WBA Walgreens Boots Alliance reports \n", + "485 WM Waste Management reports \n", + "486 WAT Waters reports \n", + "487 WEC WEC Energy Group reports \n", + "488 WFC Wells Fargo reports \n", + "489 WELL Welltower reports \n", + "490 WST West Pharmaceutical Services reports \n", + "491 WDC Western Digital reports \n", + "492 WRK WestRock reports \n", + "493 WY Weyerhaeuser reports \n", + "494 WHR Whirlpool reports \n", + "495 WMB Williams reports \n", + "496 WTW Willis Towers Watson reports \n", + "497 WYNN Wynn Resorts reports \n", + "498 XEL Xcel Energy reports \n", + "499 XYL Xylem reports \n", + "500 YUM Yum! Brands reports \n", + "501 ZBRA Zebra reports \n", + "502 ZBH Zimmer Biomet reports \n", + "503 ZION Zions Bancorp reports \n", + "504 ZTS Zoetis reports \n", "\n", " GICS Sector GICS Sub-Industry \\\n", "0 Industrials Industrial Conglomerates \n", @@ -6731,63 +6731,63 @@ "4 Health Care Health Care Equipment \n", "5 Information Technology IT Consulting & Other Services \n", "6 Communication Services Interactive Home Entertainment \n", - "7 Information Technology Application Software \n", - "8 Consumer Discretionary Automotive Retail \n", - "9 Utilities Independent Power Producers & Energy Traders \n", - "10 Financials Life & Health Insurance \n", - "11 Health Care Health Care Equipment \n", - "12 Financials Property & Casualty Insurance \n", - "13 Materials Industrial Gases \n", - "14 Information Technology Internet Services & Infrastructure \n", - "15 Industrials Airlines \n", - "16 Materials Specialty Chemicals \n", - "17 Real Estate Office REITs \n", - "18 Health Care Health Care Supplies \n", - "19 Industrials Building Products \n", - "20 Utilities Electric Utilities \n", - "21 Financials Property & Casualty Insurance \n", - "22 Communication Services Interactive Media & Services \n", - "23 Communication Services Interactive Media & Services \n", - "24 Consumer Staples Tobacco \n", - "25 Consumer Discretionary Internet & Direct Marketing Retail \n", - "26 Materials Paper Packaging \n", - "27 Information Technology Semiconductors \n", - "28 Utilities Multi-Utilities \n", - "29 Industrials Airlines \n", - "30 Utilities Electric Utilities \n", - "31 Financials Consumer Finance \n", - "32 Real Estate Specialized REITs \n", - "33 Utilities Water Utilities \n", - "34 Financials Asset Management & Custody Banks \n", - "35 Health Care Health Care Distributors \n", - "36 Industrials Electrical Components & Equipment \n", - "37 Health Care Biotechnology \n", - "38 Information Technology Electronic Components \n", - "39 Information Technology Semiconductors \n", - "40 Information Technology Application Software \n", - "41 Health Care Managed Health Care \n", - "42 Financials Insurance Brokers \n", - "43 Energy Oil & Gas Exploration & Production \n", - "44 Information Technology Technology Hardware, Storage & Peripherals \n", - "45 Information Technology Semiconductor Equipment \n", - "46 Consumer Discretionary Auto Parts & Equipment \n", - "47 Consumer Staples Agricultural Products \n", - "48 Information Technology Communications Equipment \n", - "49 Financials Insurance Brokers \n", + "7 Consumer Staples Agricultural Products \n", + "8 Information Technology Application Software \n", + "9 Information Technology Data Processing & Outsourced Services \n", + "10 Consumer Discretionary Automotive Retail \n", + "11 Utilities Independent Power Producers & Energy Traders \n", + "12 Financials Life & Health Insurance \n", + "13 Health Care Health Care Equipment \n", + "14 Financials Property & Casualty Insurance \n", + "15 Materials Industrial Gases \n", + "16 Information Technology Internet Services & Infrastructure \n", + "17 Industrials Airlines \n", + "18 Materials Specialty Chemicals \n", + "19 Real Estate Office REITs \n", + "20 Health Care Health Care Supplies \n", + "21 Industrials Building Products \n", + "22 Utilities Electric Utilities \n", + "23 Financials Property & Casualty Insurance \n", + "24 Communication Services Interactive Media & Services \n", + "25 Communication Services Interactive Media & Services \n", + "26 Consumer Staples Tobacco \n", + "27 Consumer Discretionary Internet & Direct Marketing Retail \n", + "28 Materials Paper Packaging \n", + "29 Information Technology Semiconductors \n", + "30 Utilities Multi-Utilities \n", + "31 Industrials Airlines \n", + "32 Utilities Electric Utilities \n", + "33 Financials Consumer Finance \n", + "34 Real Estate Specialized REITs \n", + "35 Utilities Water Utilities \n", + "36 Financials Asset Management & Custody Banks \n", + "37 Health Care Health Care Distributors \n", + "38 Industrials Electrical Components & Equipment \n", + "39 Health Care Biotechnology \n", + "40 Information Technology Electronic Components \n", + "41 Information Technology Semiconductors \n", + "42 Information Technology Application Software \n", + "43 Health Care Managed Health Care \n", + "44 Financials Insurance Brokers \n", + "45 Energy Oil & Gas Exploration & Production \n", + "46 Information Technology Technology Hardware, Storage & Peripherals \n", + "47 Information Technology Semiconductor Equipment \n", + "48 Consumer Discretionary Auto Parts & Equipment \n", + "49 Information Technology Communications Equipment \n", "50 Financials Multi-line Insurance \n", "51 Communication Services Integrated Telecommunication Services \n", "52 Utilities Gas Utilities \n", "53 Information Technology Application Software \n", - "54 Information Technology Data Processing & Outsourced Services \n", - "55 Consumer Discretionary Specialty Stores \n", - "56 Real Estate Residential REITs \n", - "57 Materials Paper Packaging \n", - "58 Energy Oil & Gas Equipment & Services \n", - "59 Materials Metal & Glass Containers \n", - "60 Financials Diversified Banks \n", - "61 Consumer Discretionary Specialty Stores \n", + "54 Consumer Discretionary Specialty Stores \n", + "55 Real Estate Residential REITs \n", + "56 Materials Paper Packaging \n", + "57 Energy Oil & Gas Equipment & Services \n", + "58 Materials Metal & Glass Containers \n", + "59 Financials Diversified Banks \n", + "60 Consumer Discretionary Specialty Stores \n", + "61 Health Care Health Care Equipment \n", "62 Health Care Health Care Equipment \n", - "63 Health Care Health Care Equipment \n", + "63 Financials Property & Casualty Insurance \n", "64 Financials Multi-Sector Holdings \n", "65 Consumer Discretionary Computer & Electronics Retail \n", "66 Health Care Life Sciences Tools & Services \n", @@ -6851,145 +6851,145 @@ "124 Energy Oil & Gas Exploration & Production \n", "125 Utilities Electric Utilities \n", "126 Consumer Staples Distillers & Vintners \n", - "127 Health Care Health Care Supplies \n", - "128 Industrials Diversified Support Services \n", - "129 Information Technology Electronic Components \n", - "130 Materials Fertilizers & Agricultural Chemicals \n", - "131 Consumer Staples Hypermarkets & Super Centers \n", - "132 Energy Oil & Gas Exploration & Production \n", - "133 Real Estate Specialized REITs \n", - "134 Industrials Railroads \n", - "135 Industrials Industrial Machinery \n", - "136 Health Care Health Care Services \n", - "137 Consumer Discretionary Homebuilding \n", - "138 Health Care Health Care Equipment \n", - "139 Consumer Discretionary Restaurants \n", - "140 Health Care Health Care Facilities \n", - "141 Industrials Agricultural & Farm Machinery \n", - "142 Industrials Airlines \n", - "143 Health Care Health Care Supplies \n", - "144 Energy Oil & Gas Exploration & Production \n", - "145 Health Care Health Care Equipment \n", - "146 Energy Oil & Gas Exploration & Production \n", - "147 Real Estate Specialized REITs \n", - "148 Financials Consumer Finance \n", - "149 Communication Services Broadcasting \n", + "127 Utilities Multi-Utilities \n", + "128 Health Care Health Care Supplies \n", + "129 Industrials Diversified Support Services \n", + "130 Information Technology Electronic Components \n", + "131 Materials Fertilizers & Agricultural Chemicals \n", + "132 Consumer Staples Hypermarkets & Super Centers \n", + "133 Energy Oil & Gas Exploration & Production \n", + "134 Real Estate Specialized REITs \n", + "135 Industrials Railroads \n", + "136 Industrials Industrial Machinery \n", + "137 Health Care Health Care Services \n", + "138 Consumer Discretionary Homebuilding \n", + "139 Health Care Health Care Equipment \n", + "140 Consumer Discretionary Restaurants \n", + "141 Health Care Health Care Facilities \n", + "142 Industrials Agricultural & Farm Machinery \n", + "143 Industrials Airlines \n", + "144 Health Care Health Care Supplies \n", + "145 Energy Oil & Gas Exploration & Production \n", + "146 Health Care Health Care Equipment \n", + "147 Energy Oil & Gas Exploration & Production \n", + "148 Real Estate Specialized REITs \n", + "149 Financials Consumer Finance \n", "150 Communication Services Broadcasting \n", - "151 Communication Services Cable & Satellite \n", - "152 Consumer Discretionary General Merchandise Stores \n", - "153 Consumer Discretionary General Merchandise Stores \n", - "154 Utilities Electric Utilities \n", - "155 Consumer Discretionary Restaurants \n", - "156 Industrials Industrial Machinery \n", - "157 Materials Commodity Chemicals \n", - "158 Utilities Multi-Utilities \n", - "159 Utilities Electric Utilities \n", - "160 Real Estate Industrial REITs \n", - "161 Materials Specialty Chemicals \n", - "162 Information Technology IT Consulting & Other Services \n", - "163 Materials Diversified Chemicals \n", - "164 Industrials Electrical Components & Equipment \n", - "165 Consumer Discretionary Internet & Direct Marketing Retail \n", - "166 Materials Specialty Chemicals \n", - "167 Utilities Electric Utilities \n", - "168 Health Care Health Care Equipment \n", - "169 Communication Services Interactive Home Entertainment \n", - "170 Industrials Electrical Components & Equipment \n", - "171 Information Technology Electronic Components \n", - "172 Utilities Electric Utilities \n", - "173 Energy Oil & Gas Exploration & Production \n", - "174 Information Technology IT Consulting & Other Services \n", - "175 Industrials Research & Consulting Services \n", - "176 Real Estate Specialized REITs \n", - "177 Real Estate Residential REITs \n", - "178 Real Estate Residential REITs \n", - "179 Consumer Staples Personal Products \n", - "180 Consumer Discretionary Internet & Direct Marketing Retail \n", - "181 Utilities Electric Utilities \n", - "182 Utilities Multi-Utilities \n", + "151 Communication Services Broadcasting \n", + "152 Communication Services Cable & Satellite \n", + "153 Communication Services Movies & Entertainment \n", + "154 Consumer Discretionary General Merchandise Stores \n", + "155 Consumer Discretionary General Merchandise Stores \n", + "156 Utilities Electric Utilities \n", + "157 Consumer Discretionary Restaurants \n", + "158 Industrials Industrial Machinery \n", + "159 Materials Commodity Chemicals \n", + "160 Utilities Multi-Utilities \n", + "161 Utilities Electric Utilities \n", + "162 Real Estate Industrial REITs \n", + "163 Materials Specialty Chemicals \n", + "164 Information Technology IT Consulting & Other Services \n", + "165 Materials Diversified Chemicals \n", + "166 Industrials Electrical Components & Equipment \n", + "167 Consumer Discretionary Internet & Direct Marketing Retail \n", + "168 Materials Specialty Chemicals \n", + "169 Utilities Electric Utilities \n", + "170 Health Care Health Care Equipment \n", + "171 Communication Services Interactive Home Entertainment \n", + "172 Industrials Electrical Components & Equipment \n", + "173 Information Technology Electronic Components \n", + "174 Utilities Electric Utilities \n", + "175 Energy Oil & Gas Exploration & Production \n", + "176 Information Technology IT Consulting & Other Services \n", + "177 Industrials Research & Consulting Services \n", + "178 Real Estate Specialized REITs \n", + "179 Real Estate Residential REITs \n", + "180 Real Estate Residential REITs \n", + "181 Consumer Staples Personal Products \n", + "182 Consumer Discretionary Internet & Direct Marketing Retail \n", "183 Financials Reinsurance \n", - "184 Utilities Multi-Utilities \n", - "185 Consumer Discretionary Internet & Direct Marketing Retail \n", - "186 Industrials Air Freight & Logistics \n", - "187 Real Estate Specialized REITs \n", - "188 Energy Integrated Oil & Gas \n", - "189 Information Technology Communications Equipment \n", - "190 Financials Financial Exchanges & Data \n", - "191 Industrials Building Products \n", - "192 Real Estate Retail REITs \n", - "193 Industrials Air Freight & Logistics \n", - "194 Information Technology Data Processing & Outsourced Services \n", - "195 Financials Regional Banks \n", - "196 Utilities Electric Utilities \n", + "184 Utilities Electric Utilities \n", + "185 Utilities Multi-Utilities \n", + "186 Utilities Multi-Utilities \n", + "187 Consumer Discretionary Internet & Direct Marketing Retail \n", + "188 Industrials Air Freight & Logistics \n", + "189 Real Estate Specialized REITs \n", + "190 Energy Integrated Oil & Gas \n", + "191 Information Technology Communications Equipment \n", + "192 Financials Financial Exchanges & Data \n", + "193 Industrials Building Products \n", + "194 Real Estate Retail REITs \n", + "195 Industrials Air Freight & Logistics \n", + "196 Financials Regional Banks \n", "197 Financials Regional Banks \n", - "198 Information Technology Data Processing & Outsourced Services \n", + "198 Utilities Electric Utilities \n", "199 Information Technology Data Processing & Outsourced Services \n", - "200 Materials Fertilizers & Agricultural Chemicals \n", - "201 Consumer Discretionary Automobile Manufacturers \n", - "202 Information Technology Systems Software \n", - "203 Industrials Industrial Machinery \n", - "204 Industrials Building Products \n", - "205 Communication Services Movies & Entertainment \n", - "206 Communication Services Movies & Entertainment \n", - "207 Financials Asset Management & Custody Banks \n", - "208 Materials Copper \n", - "209 Consumer Discretionary Apparel Retail \n", - "210 Consumer Discretionary Consumer Electronics \n", - "211 Information Technology IT Consulting & Other Services \n", - "212 Industrials Electrical Components & Equipment \n", - "213 Industrials Aerospace & Defense \n", + "200 Information Technology Data Processing & Outsourced Services \n", + "201 Information Technology Data Processing & Outsourced Services \n", + "202 Materials Fertilizers & Agricultural Chemicals \n", + "203 Consumer Discretionary Automobile Manufacturers \n", + "204 Information Technology Systems Software \n", + "205 Industrials Industrial Machinery \n", + "206 Industrials Building Products \n", + "207 Communication Services Movies & Entertainment \n", + "208 Communication Services Movies & Entertainment \n", + "209 Financials Asset Management & Custody Banks \n", + "210 Materials Copper \n", + "211 Financials Insurance Brokers \n", + "212 Consumer Discretionary Consumer Electronics \n", + "213 Information Technology IT Consulting & Other Services \n", "214 Industrials Industrial Conglomerates \n", - "215 Consumer Staples Packaged Foods & Meats \n", - "216 Consumer Discretionary Automobile Manufacturers \n", - "217 Consumer Discretionary Specialty Stores \n", - "218 Health Care Biotechnology \n", - "219 Financials Life & Health Insurance \n", - "220 Information Technology Data Processing & Outsourced Services \n", - "221 Financials Investment Banking & Brokerage \n", - "222 Industrials Industrial Machinery \n", - "223 Energy Oil & Gas Equipment & Services \n", - "224 Financials Property & Casualty Insurance \n", - "225 Consumer Discretionary Leisure Products \n", - "226 Health Care Health Care Facilities \n", - "227 Real Estate Health Care REITs \n", - "228 Health Care Health Care Distributors \n", - "229 Consumer Staples Packaged Foods & Meats \n", - "230 Energy Integrated Oil & Gas \n", - "231 Information Technology Technology Hardware, Storage & Peripherals \n", - "232 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "233 Health Care Health Care Equipment \n", - "234 Consumer Discretionary Home Improvement Retail \n", - "235 Industrials Industrial Conglomerates \n", - "236 Consumer Staples Packaged Foods & Meats \n", - "237 Real Estate Hotel & Resort REITs \n", - "238 Industrials Aerospace & Defense \n", - "239 Information Technology Technology Hardware, Storage & Peripherals \n", - "240 Health Care Managed Health Care \n", - "241 Financials Regional Banks \n", - "242 Industrials Aerospace & Defense \n", - "243 Industrials Industrial Machinery \n", - "244 Health Care Health Care Equipment \n", - "245 Industrials Research & Consulting Services \n", - "246 Industrials Industrial Machinery \n", - "247 Health Care Life Sciences Tools & Services \n", - "248 Health Care Biotechnology \n", - "249 Industrials Industrial Machinery \n", - "250 Information Technology Semiconductors \n", - "251 Financials Financial Exchanges & Data \n", - "252 Information Technology IT Consulting & Other Services \n", - "253 Materials Paper Packaging \n", - "254 Communication Services Advertising \n", - "255 Materials Specialty Chemicals \n", - "256 Information Technology Application Software \n", - "257 Health Care Health Care Equipment \n", - "258 Financials Asset Management & Custody Banks \n", - "259 Information Technology Electronic Manufacturing Services \n", - "260 Health Care Life Sciences Tools & Services \n", - "261 Real Estate Specialized REITs \n", - "262 Information Technology Data Processing & Outsourced Services \n", - "263 Industrials Construction & Engineering \n", - "264 Industrials Trucking \n", - "265 Consumer Staples Packaged Foods & Meats \n", + "215 Industrials Electrical Components & Equipment \n", + "216 Industrials Aerospace & Defense \n", + "217 Consumer Staples Packaged Foods & Meats \n", + "218 Consumer Discretionary Specialty Stores \n", + "219 Health Care Biotechnology \n", + "220 Financials Life & Health Insurance \n", + "221 Information Technology Data Processing & Outsourced Services \n", + "222 Consumer Discretionary Automobile Manufacturers \n", + "223 Financials Investment Banking & Brokerage \n", + "224 Industrials Industrial Machinery \n", + "225 Energy Oil & Gas Equipment & Services \n", + "226 Financials Property & Casualty Insurance \n", + "227 Consumer Discretionary Leisure Products \n", + "228 Health Care Health Care Facilities \n", + "229 Real Estate Health Care REITs \n", + "230 Health Care Health Care Distributors \n", + "231 Consumer Staples Packaged Foods & Meats \n", + "232 Energy Integrated Oil & Gas \n", + "233 Information Technology Technology Hardware, Storage & Peripherals \n", + "234 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "235 Health Care Health Care Equipment \n", + "236 Consumer Discretionary Home Improvement Retail \n", + "237 Industrials Industrial Conglomerates \n", + "238 Consumer Staples Packaged Foods & Meats \n", + "239 Real Estate Hotel & Resort REITs \n", + "240 Industrials Aerospace & Defense \n", + "241 Information Technology Technology Hardware, Storage & Peripherals \n", + "242 Health Care Managed Health Care \n", + "243 Industrials Aerospace & Defense \n", + "244 Financials Regional Banks \n", + "245 Industrials Industrial Machinery \n", + "246 Health Care Health Care Equipment \n", + "247 Industrials Industrial Machinery \n", + "248 Health Care Life Sciences Tools & Services \n", + "249 Health Care Biotechnology \n", + "250 Industrials Industrial Machinery \n", + "251 Information Technology Semiconductors \n", + "252 Financials Financial Exchanges & Data \n", + "253 Information Technology IT Consulting & Other Services \n", + "254 Materials Paper Packaging \n", + "255 Communication Services Advertising \n", + "256 Materials Specialty Chemicals \n", + "257 Information Technology Application Software \n", + "258 Health Care Health Care Equipment \n", + "259 Financials Asset Management & Custody Banks \n", + "260 Information Technology Electronic Manufacturing Services \n", + "261 Health Care Life Sciences Tools & Services \n", + "262 Real Estate Specialized REITs \n", + "263 Industrials Trucking \n", + "264 Information Technology Data Processing & Outsourced Services \n", + "265 Industrials Construction & Engineering \n", "266 Health Care Pharmaceuticals \n", "267 Industrials Building Products \n", "268 Financials Diversified Banks \n", @@ -7045,184 +7045,184 @@ "318 Real Estate Residential REITs \n", "319 Health Care Biotechnology \n", "320 Consumer Discretionary Home Furnishings \n", - "321 Consumer Staples Brewers \n", - "322 Consumer Staples Packaged Foods & Meats \n", - "323 Information Technology Semiconductors \n", - "324 Consumer Staples Soft Drinks \n", - "325 Financials Financial Exchanges & Data \n", - "326 Financials Investment Banking & Brokerage \n", - "327 Materials Fertilizers & Agricultural Chemicals \n", - "328 Information Technology Communications Equipment \n", - "329 Financials Financial Exchanges & Data \n", + "321 Health Care Managed Health Care \n", + "322 Consumer Staples Brewers \n", + "323 Consumer Staples Packaged Foods & Meats \n", + "324 Information Technology Semiconductors \n", + "325 Consumer Staples Soft Drinks \n", + "326 Financials Financial Exchanges & Data \n", + "327 Financials Investment Banking & Brokerage \n", + "328 Materials Fertilizers & Agricultural Chemicals \n", + "329 Information Technology Communications Equipment \n", "330 Financials Financial Exchanges & Data \n", - "331 Information Technology Technology Hardware, Storage & Peripherals \n", - "332 Communication Services Movies & Entertainment \n", - "333 Consumer Discretionary Housewares & Specialties \n", - "334 Materials Gold \n", - "335 Communication Services Publishing \n", + "331 Financials Financial Exchanges & Data \n", + "332 Information Technology Technology Hardware, Storage & Peripherals \n", + "333 Communication Services Movies & Entertainment \n", + "334 Consumer Discretionary Housewares & Specialties \n", + "335 Materials Gold \n", "336 Communication Services Publishing \n", - "337 Utilities Multi-Utilities \n", - "338 Industrials Research & Consulting Services \n", - "339 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "340 Utilities Multi-Utilities \n", - "341 Industrials Railroads \n", - "342 Financials Asset Management & Custody Banks \n", - "343 Industrials Aerospace & Defense \n", - "344 Information Technology Application Software \n", - "345 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "346 Utilities Independent Power Producers & Energy Traders \n", - "347 Materials Steel \n", - "348 Information Technology Semiconductors \n", - "349 Consumer Discretionary Homebuilding \n", + "337 Communication Services Publishing \n", + "338 Utilities Multi-Utilities \n", + "339 Industrials Research & Consulting Services \n", + "340 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "341 Utilities Multi-Utilities \n", + "342 Industrials Industrial Machinery \n", + "343 Industrials Railroads \n", + "344 Financials Asset Management & Custody Banks \n", + "345 Industrials Aerospace & Defense \n", + "346 Information Technology Application Software \n", + "347 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "348 Utilities Independent Power Producers & Energy Traders \n", + "349 Materials Steel \n", "350 Information Technology Semiconductors \n", - "351 Consumer Discretionary Specialty Stores \n", - "352 Energy Oil & Gas Exploration & Production \n", - "353 Industrials Trucking \n", - "354 Communication Services Advertising \n", - "355 Energy Oil & Gas Storage & Transportation \n", - "356 Information Technology Application Software \n", - "357 Health Care Pharmaceuticals \n", - "358 Industrials Industrial Machinery \n", - "359 Industrials Construction Machinery & Heavy Trucks \n", - "360 Materials Paper Packaging \n", - "361 Industrials Industrial Machinery \n", - "362 Information Technology Data Processing & Outsourced Services \n", - "363 Information Technology Application Software \n", - "364 Information Technology Data Processing & Outsourced Services \n", - "365 Consumer Discretionary Casinos & Gaming \n", - "366 Industrials Industrial Machinery \n", - "367 Financials Thrifts & Mortgage Finance \n", - "368 Consumer Staples Soft Drinks \n", - "369 Health Care Health Care Equipment \n", - "370 Health Care Pharmaceuticals \n", - "371 Consumer Staples Tobacco \n", - "372 Energy Oil & Gas Refining & Marketing \n", - "373 Utilities Multi-Utilities \n", - "374 Energy Oil & Gas Exploration & Production \n", - "375 Financials Regional Banks \n", - "376 Consumer Discretionary Distributors \n", - "377 Materials Specialty Chemicals \n", - "378 Utilities Electric Utilities \n", - "379 Financials Life & Health Insurance \n", - "380 Consumer Staples Personal Products \n", - "381 Financials Property & Casualty Insurance \n", - "382 Real Estate Industrial REITs \n", - "383 Financials Life & Health Insurance \n", - "384 Utilities Electric Utilities \n", - "385 Information Technology Application Software \n", - "386 Real Estate Specialized REITs \n", - "387 Consumer Discretionary Homebuilding \n", - "388 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "389 Information Technology Semiconductors \n", - "390 Industrials Construction & Engineering \n", - "391 Information Technology Semiconductors \n", - "392 Health Care Health Care Services \n", - "393 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "394 Financials Investment Banking & Brokerage \n", - "395 Industrials Aerospace & Defense \n", - "396 Real Estate Retail REITs \n", - "397 Real Estate Retail REITs \n", - "398 Health Care Biotechnology \n", - "399 Financials Regional Banks \n", - "400 Industrials Environmental & Facilities Services \n", - "401 Health Care Health Care Equipment \n", - "402 Industrials Human Resource & Employment Services \n", - "403 Industrials Electrical Components & Equipment \n", - "404 Industrials Environmental & Facilities Services \n", - "405 Industrials Industrial Conglomerates \n", - "406 Consumer Discretionary Apparel Retail \n", - "407 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "408 Financials Financial Exchanges & Data \n", - "409 Information Technology Application Software \n", - "410 Real Estate Specialized REITs \n", - "411 Energy Oil & Gas Equipment & Services \n", - "412 Information Technology Technology Hardware, Storage & Peripherals \n", - "413 Materials Paper Packaging \n", - "414 Utilities Multi-Utilities \n", - "415 Information Technology Systems Software \n", - "416 Materials Specialty Chemicals \n", - "417 Financials Regional Banks \n", - "418 Real Estate Retail REITs \n", - "419 Information Technology Semiconductors \n", - "420 Industrials Industrial Machinery \n", - "421 Information Technology Semiconductor Equipment \n", - "422 Utilities Electric Utilities \n", - "423 Industrials Airlines \n", + "351 Consumer Discretionary Homebuilding \n", + "352 Information Technology Semiconductors \n", + "353 Consumer Discretionary Specialty Stores \n", + "354 Energy Oil & Gas Exploration & Production \n", + "355 Industrials Trucking \n", + "356 Communication Services Advertising \n", + "357 Energy Oil & Gas Storage & Transportation \n", + "358 Information Technology Application Software \n", + "359 Health Care Pharmaceuticals \n", + "360 Industrials Industrial Machinery \n", + "361 Industrials Construction Machinery & Heavy Trucks \n", + "362 Materials Paper Packaging \n", + "363 Communication Services Movies & Entertainment \n", + "364 Industrials Industrial Machinery \n", + "365 Information Technology Data Processing & Outsourced Services \n", + "366 Information Technology Application Software \n", + "367 Information Technology Data Processing & Outsourced Services \n", + "368 Consumer Discretionary Casinos & Gaming \n", + "369 Industrials Industrial Machinery \n", + "370 Financials Thrifts & Mortgage Finance \n", + "371 Consumer Staples Soft Drinks \n", + "372 Health Care Health Care Equipment \n", + "373 Health Care Pharmaceuticals \n", + "374 Consumer Staples Tobacco \n", + "375 Energy Oil & Gas Refining & Marketing \n", + "376 Utilities Multi-Utilities \n", + "377 Energy Oil & Gas Exploration & Production \n", + "378 Financials Regional Banks \n", + "379 Consumer Discretionary Distributors \n", + "380 Materials Specialty Chemicals \n", + "381 Utilities Electric Utilities \n", + "382 Financials Life & Health Insurance \n", + "383 Consumer Staples Personal Products \n", + "384 Financials Property & Casualty Insurance \n", + "385 Real Estate Industrial REITs \n", + "386 Financials Life & Health Insurance \n", + "387 Utilities Electric Utilities \n", + "388 Information Technology Application Software \n", + "389 Real Estate Specialized REITs \n", + "390 Consumer Discretionary Homebuilding \n", + "391 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "392 Information Technology Semiconductors \n", + "393 Industrials Construction & Engineering \n", + "394 Information Technology Semiconductors \n", + "395 Health Care Health Care Services \n", + "396 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "397 Financials Investment Banking & Brokerage \n", + "398 Industrials Aerospace & Defense \n", + "399 Real Estate Retail REITs \n", + "400 Real Estate Retail REITs \n", + "401 Health Care Biotechnology \n", + "402 Financials Regional Banks \n", + "403 Industrials Environmental & Facilities Services \n", + "404 Health Care Health Care Equipment \n", + "405 Industrials Human Resource & Employment Services \n", + "406 Industrials Electrical Components & Equipment \n", + "407 Industrials Environmental & Facilities Services \n", + "408 Industrials Industrial Conglomerates \n", + "409 Consumer Discretionary Apparel Retail \n", + "410 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "411 Financials Financial Exchanges & Data \n", + "412 Information Technology Application Software \n", + "413 Real Estate Specialized REITs \n", + "414 Energy Oil & Gas Equipment & Services \n", + "415 Information Technology Technology Hardware, Storage & Peripherals \n", + "416 Materials Paper Packaging \n", + "417 Utilities Multi-Utilities \n", + "418 Information Technology Systems Software \n", + "419 Materials Specialty Chemicals \n", + "420 Financials Regional Banks \n", + "421 Real Estate Retail REITs \n", + "422 Information Technology Semiconductors \n", + "423 Consumer Staples Packaged Foods & Meats \n", "424 Industrials Industrial Machinery \n", - "425 Consumer Discretionary Restaurants \n", - "426 Financials Asset Management & Custody Banks \n", - "427 Health Care Health Care Equipment \n", - "428 Health Care Health Care Equipment \n", - "429 Financials Regional Banks \n", - "430 Financials Consumer Finance \n", - "431 Information Technology Application Software \n", - "432 Consumer Staples Food Distributors \n", - "433 Communication Services Wireless Telecommunication Services \n", - "434 Financials Asset Management & Custody Banks \n", - "435 Communication Services Interactive Home Entertainment \n", - "436 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "437 Consumer Discretionary General Merchandise Stores \n", - "438 Information Technology Electronic Manufacturing Services \n", - "439 Industrials Aerospace & Defense \n", - "440 Health Care Health Care Equipment \n", - "441 Information Technology Semiconductor Equipment \n", - "442 Consumer Discretionary Automobile Manufacturers \n", - "443 Information Technology Semiconductors \n", - "444 Industrials Aerospace & Defense \n", - "445 Health Care Life Sciences Tools & Services \n", - "446 Consumer Discretionary Apparel Retail \n", - "447 Consumer Discretionary Specialty Stores \n", - "448 Industrials Building Products \n", - "449 Industrials Aerospace & Defense \n", - "450 Financials Property & Casualty Insurance \n", - "451 Information Technology Electronic Equipment & Instruments \n", - "452 Financials Regional Banks \n", - "453 Communication Services Interactive Media & Services \n", - "454 Information Technology Application Software \n", - "455 Consumer Staples Packaged Foods & Meats \n", - "456 Real Estate Residential REITs \n", - "457 Consumer Discretionary Specialty Stores \n", - "458 Financials Diversified Banks \n", - "459 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "460 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "461 Industrials Railroads \n", - "462 Industrials Airlines \n", - "463 Health Care Managed Health Care \n", - "464 Industrials Air Freight & Logistics \n", - "465 Industrials Trading Companies & Distributors \n", - "466 Health Care Health Care Facilities \n", - "467 Energy Oil & Gas Refining & Marketing \n", - "468 Real Estate Health Care REITs \n", - "469 Information Technology Internet Services & Infrastructure \n", - "470 Industrials Research & Consulting Services \n", - "471 Communication Services Integrated Telecommunication Services \n", - "472 Health Care Biotechnology \n", - "473 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "474 Communication Services Movies & Entertainment \n", - "475 Health Care Pharmaceuticals \n", - "476 Information Technology Data Processing & Outsourced Services \n", - "477 Real Estate Office REITs \n", - "478 Materials Construction Materials \n", - "479 Financials Property & Casualty Insurance \n", - "480 Industrials Construction Machinery & Heavy Trucks \n", - "481 Consumer Staples Hypermarkets & Super Centers \n", - "482 Consumer Staples Drug Retail \n", - "483 Communication Services Movies & Entertainment \n", - "484 Industrials Environmental & Facilities Services \n", - "485 Health Care Health Care Distributors \n", - "486 Utilities Electric Utilities \n", - "487 Financials Diversified Banks \n", - "488 Real Estate Health Care REITs \n", - "489 Health Care Health Care Supplies \n", - "490 Information Technology Technology Hardware, Storage & Peripherals \n", - "491 Materials Paper Packaging \n", - "492 Real Estate Specialized REITs \n", - "493 Consumer Discretionary Household Appliances \n", - "494 Energy Oil & Gas Storage & Transportation \n", - "495 Financials Insurance Brokers \n", - "496 Consumer Discretionary Casinos & Gaming \n", - "497 Utilities Multi-Utilities \n", - "498 Information Technology Semiconductors \n", + "425 Information Technology Semiconductor Equipment \n", + "426 Utilities Electric Utilities \n", + "427 Industrials Airlines \n", + "428 Industrials Industrial Machinery \n", + "429 Consumer Discretionary Restaurants \n", + "430 Financials Asset Management & Custody Banks \n", + "431 Health Care Health Care Equipment \n", + "432 Health Care Health Care Equipment \n", + "433 Financials Regional Banks \n", + "434 Financials Consumer Finance \n", + "435 Information Technology Application Software \n", + "436 Consumer Staples Food Distributors \n", + "437 Communication Services Wireless Telecommunication Services \n", + "438 Financials Asset Management & Custody Banks \n", + "439 Communication Services Interactive Home Entertainment \n", + "440 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "441 Consumer Discretionary General Merchandise Stores \n", + "442 Information Technology Electronic Manufacturing Services \n", + "443 Industrials Aerospace & Defense \n", + "444 Health Care Health Care Equipment \n", + "445 Information Technology Semiconductor Equipment \n", + "446 Consumer Discretionary Automobile Manufacturers \n", + "447 Information Technology Semiconductors \n", + "448 Industrials Aerospace & Defense \n", + "449 Health Care Life Sciences Tools & Services \n", + "450 Consumer Discretionary Apparel Retail \n", + "451 Consumer Discretionary Specialty Stores \n", + "452 Industrials Building Products \n", + "453 Industrials Aerospace & Defense \n", + "454 Financials Property & Casualty Insurance \n", + "455 Information Technology Electronic Equipment & Instruments \n", + "456 Financials Regional Banks \n", + "457 Communication Services Interactive Media & Services \n", + "458 Information Technology Application Software \n", + "459 Consumer Staples Packaged Foods & Meats \n", + "460 Financials Diversified Banks \n", + "461 Real Estate Residential REITs \n", + "462 Consumer Discretionary Specialty Stores \n", + "463 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "464 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "465 Industrials Railroads \n", + "466 Industrials Airlines \n", + "467 Health Care Managed Health Care \n", + "468 Industrials Air Freight & Logistics \n", + "469 Industrials Trading Companies & Distributors \n", + "470 Health Care Health Care Facilities \n", + "471 Energy Oil & Gas Refining & Marketing \n", + "472 Real Estate Health Care REITs \n", + "473 Information Technology Internet Services & Infrastructure \n", + "474 Industrials Research & Consulting Services \n", + "475 Communication Services Integrated Telecommunication Services \n", + "476 Health Care Biotechnology \n", + "477 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "478 Health Care Pharmaceuticals \n", + "479 Information Technology Data Processing & Outsourced Services \n", + "480 Real Estate Office REITs \n", + "481 Materials Construction Materials \n", + "482 Industrials Construction Machinery & Heavy Trucks \n", + "483 Consumer Staples Hypermarkets & Super Centers \n", + "484 Consumer Staples Drug Retail \n", + "485 Industrials Environmental & Facilities Services \n", + "486 Health Care Health Care Distributors \n", + "487 Utilities Electric Utilities \n", + "488 Financials Diversified Banks \n", + "489 Real Estate Health Care REITs \n", + "490 Health Care Health Care Supplies \n", + "491 Information Technology Technology Hardware, Storage & Peripherals \n", + "492 Materials Paper Packaging \n", + "493 Real Estate Specialized REITs \n", + "494 Consumer Discretionary Household Appliances \n", + "495 Energy Oil & Gas Storage & Transportation \n", + "496 Financials Insurance Brokers \n", + "497 Consumer Discretionary Casinos & Gaming \n", + "498 Utilities Multi-Utilities \n", "499 Industrials Industrial Machinery \n", "500 Consumer Discretionary Restaurants \n", "501 Information Technology Electronic Equipment & Instruments \n", @@ -7238,63 +7238,63 @@ "4 Danvers, Massachusetts 2018-05-31 \n", "5 Dublin, Ireland 2011-07-06 \n", "6 Santa Monica, California 2015-08-31 \n", - "7 San Jose, California 1997-05-05 \n", - "8 Raleigh, North Carolina 2015-07-09 \n", - "9 Arlington, Virginia 1998-10-02 \n", - "10 Columbus, Georgia 1999-05-28 \n", - "11 Santa Clara, California 2000-06-05 \n", - "12 New York City, New York 1980-03-31 \n", - "13 Allentown, Pennsylvania 1985-04-30 \n", - "14 Cambridge, Massachusetts 2007-07-12 \n", - "15 Seattle, Washington 2016-05-13 \n", - "16 Charlotte, North Carolina 2016-07-01 \n", - "17 Pasadena, California 2017-03-20 \n", - "18 San Jose, California 2017-06-19 \n", - "19 New York City, New York 2013-12-02 \n", - "20 Madison, Wisconsin 2016-07-01 \n", - "21 Northfield Township, Illinois 1995-07-13 \n", - "22 Mountain View, California 2014-04-03 \n", - "23 Mountain View, California 2006-04-03 \n", - "24 Richmond, Virginia 1957-03-04 \n", - "25 Seattle, Washington 2005-11-18 \n", - "26 Warmley, Bristol, United Kingdom 2019-06-07 \n", - "27 Santa Clara, California NaN \n", - "28 St. Louis, Missouri 1991-09-19 \n", - "29 Fort Worth, Texas 2015-03-23 \n", - "30 Columbus, Ohio 1957-03-04 \n", - "31 New York City, New York 1976-06-30 \n", - "32 Boston, Massachusetts 2007-11-19 \n", - "33 Camden, New Jersey 2016-03-04 \n", - "34 Minneapolis, Minnesota 2005-10-03 \n", - "35 Chesterbrook, Pennsylvania 2001-08-30 \n", - "36 Berwyn, Pennsylvania 2013-09-23 \n", - "37 Thousand Oaks, California 1992-01-02 \n", - "38 Wallingford, Connecticut 2008-09-30 \n", - "39 Wilmington, Massachusetts 1999-10-12 \n", - "40 Canonsburg, Pennsylvania 2017-06-19 \n", - "41 Indianapolis, Indiana 2002-07-25 \n", - "42 London, UK 1996-04-23 \n", - "43 Houston, Texas 1997-07-28 \n", - "44 Cupertino, California 1982-11-30 \n", - "45 Santa Clara, California 1995-03-16 \n", - "46 Dublin, Ireland 2012-12-24 \n", - "47 Chicago, Illinois 1981-07-29 \n", - "48 Santa Clara, California 2018-08-28 \n", - "49 Rolling Meadows, Illinois 2016-05-31 \n", + "7 Chicago, Illinois 1981-07-29 \n", + "8 San Jose, California 1997-05-05 \n", + "9 Roseland, New Jersey 1981-03-31 \n", + "10 Raleigh, North Carolina 2015-07-09 \n", + "11 Arlington, Virginia 1998-10-02 \n", + "12 Columbus, Georgia 1999-05-28 \n", + "13 Santa Clara, California 2000-06-05 \n", + "14 New York City, New York 1980-03-31 \n", + "15 Allentown, Pennsylvania 1985-04-30 \n", + "16 Cambridge, Massachusetts 2007-07-12 \n", + "17 Seattle, Washington 2016-05-13 \n", + "18 Charlotte, North Carolina 2016-07-01 \n", + "19 Pasadena, California 2017-03-20 \n", + "20 San Jose, California 2017-06-19 \n", + "21 New York City, New York 2013-12-02 \n", + "22 Madison, Wisconsin 2016-07-01 \n", + "23 Northfield Township, Illinois 1995-07-13 \n", + "24 Mountain View, California 2014-04-03 \n", + "25 Mountain View, California 2006-04-03 \n", + "26 Richmond, Virginia 1957-03-04 \n", + "27 Seattle, Washington 2005-11-18 \n", + "28 Warmley, Bristol, United Kingdom 2019-06-07 \n", + "29 Santa Clara, California NaN \n", + "30 St. Louis, Missouri 1991-09-19 \n", + "31 Fort Worth, Texas 2015-03-23 \n", + "32 Columbus, Ohio 1957-03-04 \n", + "33 New York City, New York 1976-06-30 \n", + "34 Boston, Massachusetts 2007-11-19 \n", + "35 Camden, New Jersey 2016-03-04 \n", + "36 Minneapolis, Minnesota 2005-10-03 \n", + "37 Chesterbrook, Pennsylvania 2001-08-30 \n", + "38 Berwyn, Pennsylvania 2013-09-23 \n", + "39 Thousand Oaks, California 1992-01-02 \n", + "40 Wallingford, Connecticut 2008-09-30 \n", + "41 Wilmington, Massachusetts 1999-10-12 \n", + "42 Canonsburg, Pennsylvania 2017-06-19 \n", + "43 Indianapolis, Indiana 2002-07-25 \n", + "44 London, UK 1996-04-23 \n", + "45 Houston, Texas 1997-07-28 \n", + "46 Cupertino, California 1982-11-30 \n", + "47 Santa Clara, California 1995-03-16 \n", + "48 Dublin, Ireland 2012-12-24 \n", + "49 Santa Clara, California 2018-08-28 \n", "50 New York City, New York 2007-04-10 \n", "51 Dallas, Texas 1983-11-30 (1957-03-04) \n", "52 Dallas, Texas 2019-02-15 \n", "53 San Rafael, California 1989-12-01 \n", - "54 Roseland, New Jersey 1981-03-31 \n", - "55 Memphis, Tennessee 1997-01-02 \n", - "56 Arlington, Virginia[3] 2007-01-10 \n", - "57 Glendale, California 1987-12-31 \n", - "58 Houston, Texas 2017-07-07 \n", - "59 Broomfield, Colorado 1984-10-31 \n", - "60 Charlotte, North Carolina 1976-06-30 \n", - "61 Columbus, Ohio 1983-09-30 \n", - "62 Deerfield, Illinois 1972-09-30 \n", - "63 Franklin Lakes, New Jersey 1972-09-30 \n", + "54 Memphis, Tennessee 1997-01-02 \n", + "55 Arlington, Virginia[3] 2007-01-10 \n", + "56 Glendale, California 1987-12-31 \n", + "57 Houston, Texas 2017-07-07 \n", + "58 Broomfield, Colorado 1984-10-31 \n", + "59 Charlotte, North Carolina 1976-06-30 \n", + "60 Columbus, Ohio 1983-09-30 \n", + "61 Deerfield, Illinois 1972-09-30 \n", + "62 Franklin Lakes, New Jersey 1972-09-30 \n", + "63 Greenwich, Connecticut 2019-12-05 \n", "64 Omaha, Nebraska 2010-02-16 \n", "65 Richfield, Minnesota 1999-06-29 \n", "66 Hercules, California 2020-06-22 \n", @@ -7358,145 +7358,145 @@ "124 Houston, Texas 1957-03-04 \n", "125 New York City, New York NaN \n", "126 Victor, New York 2005-07-01 \n", - "127 San Ramon, California 2016-09-23 \n", - "128 Dallas, Texas 2018-07-02 \n", - "129 Corning, New York NaN \n", - "130 Wilmington, Delaware 2019-06-03 \n", - "131 Issaquah, Washington 1993-10-01 \n", - "132 Houston, Texas 2008-06-23 \n", - "133 Houston, Texas 2012-03-14 \n", - "134 Jacksonville, Florida 1967-09-30 \n", - "135 Columbus, Indiana 1965-03-31 \n", - "136 Woonsocket, Rhode Island 1957-03-04 \n", - "137 Arlington, Texas 2005-06-22 \n", - "138 Washington, D.C. NaN \n", - "139 Orlando, Florida NaN \n", - "140 Denver, Colorado 2008-07-31 \n", - "141 Moline, Illinois 1957-03-04 \n", - "142 Atlanta, Georgia 2013-09-11 \n", - "143 Charlotte, North Carolina 2008-11-14 \n", - "144 Oklahoma City, Oklahoma 2000-08-30 \n", - "145 San Diego, California 2020-05-12 \n", - "146 Midland, Texas 2018-12-03 \n", - "147 Austin, Texas 2016-05-18 \n", - "148 Riverwoods, Illinois 2007-07-02 \n", - "149 New York City, New York 2010-03-01 \n", - "150 New York City, New York 2014-08-07 \n", - "151 Meridian, Colorado 2017-03-13 \n", - "152 Goodlettsville, Tennessee 2012-12-03 \n", - "153 Chesapeake, Virginia 2011-12-19 \n", - "154 Richmond, Virginia NaN \n", - "155 Ann Arbor, Michigan 2020-05-12 \n", - "156 Downers Grove, Illinois 1985-10-31 \n", - "157 Midland, Michigan 2019-04-01 \n", - "158 Detroit, Michigan 1957-03-04 \n", - "159 Charlotte, North Carolina 1976-06-30 \n", - "160 Indianapolis, Indiana 2017-07-26 \n", - "161 Wilmington, Delaware 2019-04-02 \n", - "162 Tysons Corner, Virginia 2017-04-04 \n", - "163 Kingsport, Tennessee 1994-01-01 \n", - "164 Dublin, Ireland NaN \n", - "165 San Jose, California 2002-07-22 \n", - "166 Saint Paul, Minnesota 1989-01-31 \n", - "167 Rosemead, California 1957-03-04 \n", - "168 Irvine, California 2011-04-01 \n", - "169 Redwood City, California 2002-07-22 \n", - "170 Ferguson, Missouri 1965-03-31 \n", - "171 Fremont, California 2021-01-07 \n", - "172 New Orleans, Louisiana 1957-03-04 \n", - "173 Houston, Texas 2000-11-02 \n", - "174 Newtown, Pennsylvania 2021-12-14 \n", - "175 Atlanta, Georgia 1997-06-19 \n", - "176 Redwood City, California 2015-03-20 \n", - "177 Chicago, Illinois 2001-12-03 \n", - "178 San Mateo, California 2014-04-02 \n", - "179 New York City, New York 2006-01-05 \n", - "180 New York City, New York 2020-09-21 \n", - "181 Kansas City, Missouri 2018-06-05 \n", - "182 Hartford, Connecticut NaN \n", + "127 Baltimore, Maryland 2022-02-02 \n", + "128 San Ramon, California 2016-09-23 \n", + "129 Dallas, Texas 2018-07-02 \n", + "130 Corning, New York NaN \n", + "131 Wilmington, Delaware 2019-06-03 \n", + "132 Issaquah, Washington 1993-10-01 \n", + "133 Houston, Texas 2008-06-23 \n", + "134 Houston, Texas 2012-03-14 \n", + "135 Jacksonville, Florida 1967-09-30 \n", + "136 Columbus, Indiana 1965-03-31 \n", + "137 Woonsocket, Rhode Island 1957-03-04 \n", + "138 Arlington, Texas 2005-06-22 \n", + "139 Washington, D.C. NaN \n", + "140 Orlando, Florida NaN \n", + "141 Denver, Colorado 2008-07-31 \n", + "142 Moline, Illinois 1957-03-04 \n", + "143 Atlanta, Georgia 2013-09-11 \n", + "144 Charlotte, North Carolina 2008-11-14 \n", + "145 Oklahoma City, Oklahoma 2000-08-30 \n", + "146 San Diego, California 2020-05-12 \n", + "147 Midland, Texas 2018-12-03 \n", + "148 Austin, Texas 2016-05-18 \n", + "149 Riverwoods, Illinois 2007-07-02 \n", + "150 New York City, New York 2010-03-01 \n", + "151 New York City, New York 2014-08-07 \n", + "152 Meridian, Colorado 2017-03-13 \n", + "153 Burbank, California 1976-06-30 \n", + "154 Goodlettsville, Tennessee 2012-12-03 \n", + "155 Chesapeake, Virginia 2011-12-19 \n", + "156 Richmond, Virginia NaN \n", + "157 Ann Arbor, Michigan 2020-05-12 \n", + "158 Downers Grove, Illinois 1985-10-31 \n", + "159 Midland, Michigan 2019-04-01 \n", + "160 Detroit, Michigan 1957-03-04 \n", + "161 Charlotte, North Carolina 1976-06-30 \n", + "162 Indianapolis, Indiana 2017-07-26 \n", + "163 Wilmington, Delaware 2019-04-02 \n", + "164 Tysons Corner, Virginia 2017-04-04 \n", + "165 Kingsport, Tennessee 1994-01-01 \n", + "166 Dublin, Ireland NaN \n", + "167 San Jose, California 2002-07-22 \n", + "168 Saint Paul, Minnesota 1989-01-31 \n", + "169 Rosemead, California 1957-03-04 \n", + "170 Irvine, California 2011-04-01 \n", + "171 Redwood City, California 2002-07-22 \n", + "172 Ferguson, Missouri 1965-03-31 \n", + "173 Fremont, California 2021-01-07 \n", + "174 New Orleans, Louisiana 1957-03-04 \n", + "175 Houston, Texas 2000-11-02 \n", + "176 Newtown, Pennsylvania 2021-12-14 \n", + "177 Atlanta, Georgia 1997-06-19 \n", + "178 Redwood City, California 2015-03-20 \n", + "179 Chicago, Illinois 2001-12-03 \n", + "180 San Mateo, California 2014-04-02 \n", + "181 New York City, New York 2006-01-05 \n", + "182 New York City, New York 2020-09-21 \n", "183 Hamilton, Bermuda 2017-06-19 \n", - "184 Chicago, Illinois 1957-03-04 \n", - "185 Seattle, Washington 2007-10-02 \n", - "186 Seattle, Washington 2007-10-10 \n", - "187 Salt Lake City, Utah 2016-01-19 \n", - "188 Irving, Texas 1957-03-04 \n", - "189 Seattle, Washington 2010-12-20 \n", - "190 Norwalk, Connecticut 2021-12-20 \n", - "191 Winona, Minnesota 2008-09-15 \n", - "192 Rockville, Maryland 2016-02-01 \n", - "193 Memphis, Tennessee 1980-12-31 \n", - "194 Jacksonville, Florida 2006-11-10 \n", - "195 Cincinnati, Ohio NaN \n", - "196 Akron, Ohio NaN \n", + "184 Kansas City, Missouri 2018-06-05 \n", + "185 Hartford, Connecticut 2009 \n", + "186 Chicago, Illinois 1957-03-04 \n", + "187 Seattle, Washington 2007-10-02 \n", + "188 Seattle, Washington 2007-10-10 \n", + "189 Salt Lake City, Utah 2016-01-19 \n", + "190 Irving, Texas 1957-03-04 \n", + "191 Seattle, Washington 2010-12-20 \n", + "192 Norwalk, Connecticut 2021-12-20 \n", + "193 Winona, Minnesota 2008-09-15 \n", + "194 Rockville, Maryland 2016-02-01 \n", + "195 Memphis, Tennessee 1980-12-31 \n", + "196 Cincinnati, Ohio NaN \n", "197 San Francisco, California 2019-01-02 \n", - "198 Brookfield, Wisconsin 2001-04-02 \n", - "199 Norcross, Georgia 2018-06-20 \n", - "200 Philadelphia, Pennsylvania 2009-08-19 \n", - "201 Dearborn, Michigan 1957-03-04 \n", - "202 Sunnyvale, California 2018-10-11 \n", - "203 Everett, Washington 2016-07-01 \n", - "204 Deerfield, Illinois 2016-06-22 \n", - "205 New York City, New York 2013-07-01 \n", - "206 New York City, New York 2015-09-18 \n", - "207 San Mateo, California NaN \n", - "208 Phoenix, Arizona NaN \n", - "209 San Francisco, California 1986-08-31 \n", - "210 Schaffhausen, Switzerland 2012-12-12 \n", - "211 Stamford, Connecticut 2017-04-05 \n", - "212 Waukesha, Wisconsin 2021-03-22 \n", - "213 Falls Church, Virginia 1957-03-04 \n", + "198 Akron, Ohio NaN \n", + "199 Jacksonville, Florida 2006-11-10 \n", + "200 Brookfield, Wisconsin 2001-04-02 \n", + "201 Norcross, Georgia 2018-06-20 \n", + "202 Philadelphia, Pennsylvania 2009-08-19 \n", + "203 Dearborn, Michigan 1957-03-04 \n", + "204 Sunnyvale, California 2018-10-11 \n", + "205 Everett, Washington 2016-07-01 \n", + "206 Deerfield, Illinois 2016-06-22 \n", + "207 New York City, New York 2013-07-01 \n", + "208 New York City, New York 2015-09-18 \n", + "209 San Mateo, California NaN \n", + "210 Phoenix, Arizona NaN \n", + "211 Rolling Meadows, Illinois 2016-05-31 \n", + "212 Schaffhausen, Switzerland 2012-12-12 \n", + "213 Stamford, Connecticut 2017-04-05 \n", "214 Boston, Massachusetts NaN \n", - "215 Golden Valley, Minnesota 1969-03-31 \n", - "216 Detroit, Michigan 2013-06-06 \n", - "217 Atlanta, Georgia 1973-12-31 \n", - "218 Foster City, California 2004-07-01 \n", - "219 McKinney, Texas 1989-04-30 \n", - "220 Atlanta, Georgia 2016-04-25 \n", - "221 New York City, New York 2002-07-22 \n", - "222 Lake Forest, Illinois 1981-06-30 \n", - "223 Houston, Texas 1957-03-04 \n", - "224 Hartford, Connecticut 1957-03-04 \n", - "225 Pawtucket, Rhode Island 1984-09-30 \n", - "226 Nashville, Tennessee 2015-01-27 \n", - "227 Long Beach, California 2008-03-31 \n", - "228 Melville, New York 2015-03-17 \n", - "229 Hershey, Pennsylvania 1957-03-04 \n", - "230 New York City, New York 1984-05-31 \n", - "231 Houston, Texas 2015-11-02 \n", - "232 Tysons Corner, Virginia 2017-06-19 \n", - "233 Marlborough, Massachusetts 2016-03-30 \n", - "234 Atlanta, Georgia 1988-03-31 \n", - "235 Charlotte, North Carolina 1964-03-31 \n", - "236 Austin, Minnesota 2009-03-04 \n", - "237 Bethesda, Maryland 2007-03-20 \n", - "238 Pittsburgh, Pennsylvania 1964-03-31 \n", - "239 Palo Alto, California 1974-12-31 \n", - "240 Louisville, Kentucky NaN \n", - "241 Columbus, Ohio; Detroit, Michigan NaN \n", - "242 Newport News, Virginia 2018-01-03 \n", - "243 Lake Forest, Illinois 2019-08-09 \n", - "244 Westbrook, Maine 2017-01-05 \n", - "245 London, England 2017-06-02 \n", - "246 Glenview, Illinois 1986-02-28 \n", - "247 San Diego, California 2015-11-19 \n", - "248 Wilmington, Delaware 2017-02-28 \n", - "249 Davidson, North Carolina 2020-03-03 \n", - "250 Santa Clara, California 1976-12-31 \n", - "251 Atlanta, Georgia 2007-09-26 \n", - "252 Armonk, New York 1957-03-04 \n", - "253 Memphis, Tennessee 1957-03-04 \n", - "254 New York City, New York 1992-10-01 \n", - "255 New York City, New York 1976-03-31 \n", - "256 Mountain View, California 2000-12-05 \n", - "257 Sunnyvale, California 2008-06-02 \n", - "258 Atlanta, Georgia 2008-08-21 \n", - "259 Oxford, Massachusetts 2018-03-07 \n", - "260 Durham, North Carolina 2017-08-29 \n", - "261 Boston, Massachusetts 2009-01-06 \n", - "262 Monett, Missouri 2018-11-13 \n", - "263 Dallas, Texas 2007-10-26 \n", - "264 Lowell, Arkansas 2015-07-01 \n", - "265 Orrville, Ohio 2008-11-06 \n", + "215 Waukesha, Wisconsin 2021-03-22 \n", + "216 Falls Church, Virginia 1957-03-04 \n", + "217 Golden Valley, Minnesota 1969-03-31 \n", + "218 Atlanta, Georgia 1973-12-31 \n", + "219 Foster City, California 2004-07-01 \n", + "220 McKinney, Texas 1989-04-30 \n", + "221 Atlanta, Georgia 2016-04-25 \n", + "222 Detroit, Michigan 2013-06-06 \n", + "223 New York City, New York 2002-07-22 \n", + "224 Lake Forest, Illinois 1981-06-30 \n", + "225 Houston, Texas 1957-03-04 \n", + "226 Hartford, Connecticut 1957-03-04 \n", + "227 Pawtucket, Rhode Island 1984-09-30 \n", + "228 Nashville, Tennessee 2015-01-27 \n", + "229 Long Beach, California 2008-03-31 \n", + "230 Melville, New York 2015-03-17 \n", + "231 Hershey, Pennsylvania 1957-03-04 \n", + "232 New York City, New York 1984-05-31 \n", + "233 Houston, Texas 2015-11-02 \n", + "234 Tysons Corner, Virginia 2017-06-19 \n", + "235 Marlborough, Massachusetts 2016-03-30 \n", + "236 Atlanta, Georgia 1988-03-31 \n", + "237 Charlotte, North Carolina 1964-03-31 \n", + "238 Austin, Minnesota 2009-03-04 \n", + "239 Bethesda, Maryland 2007-03-20 \n", + "240 Pittsburgh, Pennsylvania 1964-03-31 \n", + "241 Palo Alto, California 1974-12-31 \n", + "242 Louisville, Kentucky NaN \n", + "243 Newport News, Virginia 2018-01-03 \n", + "244 Columbus, Ohio; Detroit, Michigan NaN \n", + "245 Lake Forest, Illinois 2019-08-09 \n", + "246 Westbrook, Maine 2017-01-05 \n", + "247 Glenview, Illinois 1986-02-28 \n", + "248 San Diego, California 2015-11-19 \n", + "249 Wilmington, Delaware 2017-02-28 \n", + "250 Davidson, North Carolina 2020-03-03 \n", + "251 Santa Clara, California 1976-12-31 \n", + "252 Atlanta, Georgia 2007-09-26 \n", + "253 Armonk, New York 1957-03-04 \n", + "254 Memphis, Tennessee 1957-03-04 \n", + "255 New York City, New York 1992-10-01 \n", + "256 New York City, New York 1976-03-31 \n", + "257 Mountain View, California 2000-12-05 \n", + "258 Sunnyvale, California 2008-06-02 \n", + "259 Atlanta, Georgia 2008-08-21 \n", + "260 Oxford, Massachusetts 2018-03-07 \n", + "261 Durham, North Carolina 2017-08-29 \n", + "262 Boston, Massachusetts 2009-01-06 \n", + "263 Lowell, Arkansas 2015-07-01 \n", + "264 Monett, Missouri 2018-11-13 \n", + "265 Dallas, Texas 2007-10-26 \n", "266 New Brunswick, New Jersey 1973-06-30 \n", "267 Cork, Ireland 2010-08-27 \n", "268 New York City, New York 1975-06-30 \n", @@ -7552,184 +7552,184 @@ "318 Memphis, Tennessee 2016-12-02 \n", "319 Cambridge, Massachusetts 2021-07-21 \n", "320 Calhoun, Georgia 2013-12-23 \n", - "321 Chicago, Illinois 1976-06-30 \n", - "322 Chicago, Illinois 2012-10-02 \n", - "323 Kirkland, Washington 2021-02-12 \n", - "324 Corona, California 2012-06-28 \n", - "325 New York City, New York NaN \n", + "321 Long Beach, California 2022-03-02 \n", + "322 Chicago, Illinois 1976-06-30 \n", + "323 Chicago, Illinois 2012-10-02 \n", + "324 Kirkland, Washington 2021-02-12 \n", + "325 Corona, California 2012-06-28 \n", "326 New York City, New York NaN \n", - "327 Tampa, Florida 2011-09-26 \n", - "328 Chicago, Illinois NaN \n", - "329 New York City, New York 2018-04-04 \n", - "330 New York City, New York 2008-10-22 \n", - "331 Sunnyvale, California 1999-06-25 \n", - "332 Los Gatos, California 2010-12-20 \n", - "333 Atlanta, Georgia 1989-04-30 \n", - "334 Denver, Colorado 1969-06-30 \n", - "335 New York City, New York 2013-08-01 \n", - "336 New York City, New York 2015-09-18 \n", - "337 Juno Beach, Florida 1976-06-30 \n", - "338 New York City, New York 2013-07-09 \n", - "339 Washington County, Oregon 1988-11-30 \n", - "340 Merrillville, Indiana NaN \n", - "341 Norfolk, Virginia 1957-03-04 \n", - "342 Chicago, Illinois NaN \n", - "343 West Falls Church, Virginia 1985-06-30 \n", - "344 Tempe, Arizona 2003-03-25 \n", - "345 Miami, Florida 2017-10-13 \n", - "346 Houston, Texas 2010-01-29 \n", - "347 Charlotte, North Carolina 1985-04-30 \n", - "348 Santa Clara, California 2001-11-30 \n", - "349 Reston, Virginia 2019-09-26 \n", - "350 Eindhoven, Netherlands 2021-03-22 \n", - "351 Springfield, Missouri 2009-03-27 \n", - "352 Houston, Texas 1982-12-31 \n", - "353 Thomasville, North Carolina 2019-12-09 \n", - "354 New York City, New York NaN \n", - "355 Tulsa, Oklahoma 2010-03-15 \n", - "356 Austin, Texas 1989-08-31 \n", - "357 Jersey City, New Jersey 2021-06-03 \n", - "358 Farmington, Connecticut 2020-04-03 \n", - "359 Bellevue, Washington 1980-12-31 \n", - "360 Lake Forest, Illinois 2017-07-26 \n", - "361 Cleveland, Ohio 1985-11-30 \n", - "362 Penfield, New York NaN \n", - "363 Oklahoma City, Oklahoma 2020-01-28 \n", - "364 San Jose, California 2015-07-20 \n", - "365 Wyomissing, Pennsylvania 2021-03-22 \n", - "366 Worsley, England 2012-10-01 \n", - "367 Bridgeport, Connecticut 2008-11-13 \n", - "368 Purchase, New York 1957-03-04 \n", - "369 Waltham, Massachusetts 1985-05-31 \n", - "370 New York City, New York 1957-03-04 \n", - "371 New York City, New York 2008-03-31 \n", - "372 Houston, Texas 2012-05-01 \n", - "373 Phoenix, Arizona NaN \n", - "374 Irving, Texas 2008-09-24 \n", - "375 Pittsburgh, Pennsylvania 1988-04-30 \n", - "376 Covington, Louisiana 2020-10-07 \n", - "377 Pittsburgh, Pennsylvania 1957-03-04 \n", - "378 Allentown, Pennsylvania NaN \n", - "379 Des Moines, Iowa 2002-07-22 \n", - "380 Cincinnati, Ohio 1957-03-04 \n", - "381 Mayfield Village, Ohio 1997-08-04 \n", - "382 San Francisco, California 2003-07-17 \n", - "383 Newark, New Jersey 2002-07-22 \n", - "384 Newark, New Jersey 1957-03-04 \n", - "385 Boston, Massachusetts 2021-04-20 \n", - "386 Glendale, California 2005-08-19 \n", - "387 Atlanta, Georgia 1984-04-30 \n", - "388 New York City, New York 2013-02-15 \n", - "389 Greensboro, North Carolina 2015-06-11 \n", - "390 Houston, Texas 2009-07-01 \n", - "391 San Diego, California NaN \n", - "392 Secaucus, New Jersey 2002-12-12 \n", - "393 New York City, New York 2007-02-02 \n", - "394 St. Petersburg, Florida 2017-03-20 \n", - "395 Waltham, Massachusetts NaN \n", - "396 San Diego, California 2015-04-07 \n", - "397 Jacksonville, Florida 2017-03-02 \n", - "398 Tarrytown, New York 2013-05-01 \n", - "399 Birmingham, Alabama 1998-08-28 \n", - "400 Phoenix, Arizona 2008-12-05 \n", - "401 San Diego, California 2017-07-26 \n", - "402 Menlo Park, California 2000-12-05 \n", - "403 Milwaukee, Wisconsin NaN \n", - "404 Atlanta, Georgia 2018-10-01 \n", - "405 Sarasota, Florida 2009-12-23 \n", - "406 Dublin, California 2009-12-21 \n", - "407 Miami, Florida 2014-12-05 \n", - "408 New York City, New York NaN \n", - "409 San Francisco, California 2008-09-15 \n", - "410 Boca Raton, Florida 2017-09-01 \n", - "411 Curaçao, Kingdom of the Netherlands 1965-03-31 \n", - "412 Dublin, Ireland 2012-07-02 \n", - "413 Charlotte, North Carolina 1957-03-04 \n", - "414 San Diego, California NaN \n", - "415 Santa Clara, California 2019-11-21 \n", - "416 Cleveland, Ohio 1964-06-30 \n", - "417 New York City, New York 2021-12-20 \n", - "418 Indianapolis, Indiana 2002-06-26 \n", - "419 Woburn, Massachusetts 2015-03-12 \n", - "420 Kenosha, Wisconsin 1982-09-30 \n", - "421 Herzliya, Israel 2021-12-20 \n", - "422 Atlanta, Georgia 1957-03-04 \n", - "423 Dallas, Texas 1994-07-01 \n", - "424 New Britain, Connecticut 1982-09-30 \n", - "425 Seattle, Washington NaN \n", - "426 Boston, Massachusetts NaN \n", - "427 Dublin, Ireland 2019-12-23 \n", - "428 Kalamazoo, Michigan 2000-12-12 \n", - "429 Santa Clara, California 2018-03-19 \n", - "430 Stamford, Connecticut 2015-11-18 \n", - "431 Mountain View, California 2017-03-16 \n", - "432 Houston, Texas 1986-12-31 \n", - "433 Bellevue, Washington 2019-07-15 \n", - "434 Baltimore, Maryland NaN \n", - "435 New York City, New York 2018-03-19 \n", - "436 New York City, New York NaN \n", - "437 Minneapolis, Minnesota 1976-12-31 \n", - "438 Schaffhausen, Switzerland 2011-10-17 \n", - "439 Thousand Oaks, California 2020-06-22 \n", - "440 Wayne, Pennsylvania 2019-01-18 \n", - "441 North Reading, Massachusetts 2020-09-21 \n", - "442 Palo Alto, California 2020-12-21 \n", - "443 Dallas, Texas NaN \n", - "444 Providence, Rhode Island 1978-12-31 \n", - "445 Waltham, Massachusetts 2004-08-03 \n", - "446 Framingham, Massachusetts 1985-09-30 \n", - "447 Brentwood, Tennessee 2014-01-24 \n", - "448 Dublin, Ireland 2010-11-17 \n", - "449 Cleveland, Ohio 2016-06-03 \n", - "450 New York City, New York 2002-08-21 \n", - "451 Sunnyvale, California 2021-01-21 \n", - "452 Charlotte, North Carolina 1997-12-04 \n", - "453 San Francisco, California 2018-06-07 \n", - "454 Plano, Texas 2020-06-22 \n", - "455 Springdale, Arkansas 2005-08-10 \n", - "456 Highlands Ranch, Colorado 2016-03-07 \n", - "457 Bolingbrook, Illinois 2016-04-18 \n", - "458 Minneapolis, Minnesota NaN \n", - "459 Baltimore, Maryland 2014-05-01 \n", - "460 Baltimore, Maryland 2016-04-08 \n", - "461 Omaha, Nebraska 1957-03-04 \n", - "462 Chicago, Illinois 2015-09-03 \n", - "463 Minnetonka, Minnesota 1994-07-01 \n", - "464 Sandy Springs, Georgia 2002-07-22 \n", - "465 Stamford, Connecticut 2014-09-20 \n", - "466 King of Prussia, Pennsylvania 2014-09-20 \n", - "467 San Antonio, Texas NaN \n", - "468 Chicago, Illinois 2009-03-04 \n", - "469 Dulles, Virginia 2006-02-01 \n", - "470 Jersey City, New Jersey 2015-10-08 \n", - "471 New York City, New York 1983-11-30 \n", - "472 Cambridge, Massachusetts 2013-09-23 \n", - "473 Denver, Colorado 1979-06-30 \n", - "474 New York City, New York NaN \n", - "475 Pittsburgh, Pennsylvania 2004-04-23 \n", - "476 San Francisco, California 2009-12-21 \n", - "477 New York City, New York NaN \n", - "478 Birmingham, Alabama 1999-06-30 \n", - "479 Greenwich, Connecticut 2019-12-05 \n", - "480 Pittsburgh, Pennsylvania 2019-02-27 \n", - "481 Bentonville, Arkansas 1982-08-31 \n", - "482 Deerfield, Illinois 1979-12-31 \n", - "483 Burbank, California 1976-06-30 \n", - "484 Houston, Texas NaN \n", - "485 Milford, Massachusetts NaN \n", - "486 Milwaukee, Wisconsin 2008-10-31 \n", - "487 San Francisco, California 1976-06-30 \n", - "488 Toledo, Ohio 2009-01-30 \n", - "489 Exton, Pennsylvania 2020-05-22 \n", - "490 San Jose, California 2009-07-01 \n", - "491 Atlanta, Georgia NaN \n", - "492 Seattle, Washington NaN \n", - "493 Benton Harbor, Michigan NaN \n", - "494 Tulsa, Oklahoma 1975-03-31 \n", - "495 London, England 2016-01-05 \n", - "496 Paradise, Nevada 2008-11-14 \n", - "497 Minneapolis, Minnesota 1957-03-04 \n", - "498 San Jose, California 1999-11-08 \n", + "327 New York City, New York NaN \n", + "328 Tampa, Florida 2011-09-26 \n", + "329 Chicago, Illinois NaN \n", + "330 New York City, New York 2018-04-04 \n", + "331 New York City, New York 2008-10-22 \n", + "332 Sunnyvale, California 1999-06-25 \n", + "333 Los Gatos, California 2010-12-20 \n", + "334 Atlanta, Georgia 1989-04-30 \n", + "335 Denver, Colorado 1969-06-30 \n", + "336 New York City, New York 2013-08-01 \n", + "337 New York City, New York 2015-09-18 \n", + "338 Juno Beach, Florida 1976-06-30 \n", + "339 New York City, New York 2013-07-09 \n", + "340 Washington County, Oregon 1988-11-30 \n", + "341 Merrillville, Indiana NaN \n", + "342 Westlake, Ohio 2022-02-15 \n", + "343 Norfolk, Virginia 1957-03-04 \n", + "344 Chicago, Illinois NaN \n", + "345 West Falls Church, Virginia 1985-06-30 \n", + "346 Tempe, Arizona 2003-03-25 \n", + "347 Miami, Florida 2017-10-13 \n", + "348 Houston, Texas 2010-01-29 \n", + "349 Charlotte, North Carolina 1985-04-30 \n", + "350 Santa Clara, California 2001-11-30 \n", + "351 Reston, Virginia 2019-09-26 \n", + "352 Eindhoven, Netherlands 2021-03-22 \n", + "353 Springfield, Missouri 2009-03-27 \n", + "354 Houston, Texas 1982-12-31 \n", + "355 Thomasville, North Carolina 2019-12-09 \n", + "356 New York City, New York NaN \n", + "357 Tulsa, Oklahoma 2010-03-15 \n", + "358 Austin, Texas 1989-08-31 \n", + "359 Jersey City, New Jersey 2021-06-03 \n", + "360 Farmington, Connecticut 2020-04-03 \n", + "361 Bellevue, Washington 1980-12-31 \n", + "362 Lake Forest, Illinois 2017-07-26 \n", + "363 New York City, New York NaN \n", + "364 Cleveland, Ohio 1985-11-30 \n", + "365 Penfield, New York NaN \n", + "366 Oklahoma City, Oklahoma 2020-01-28 \n", + "367 San Jose, California 2015-07-20 \n", + "368 Wyomissing, Pennsylvania 2021-03-22 \n", + "369 Worsley, England 2012-10-01 \n", + "370 Bridgeport, Connecticut 2008-11-13 \n", + "371 Purchase, New York 1957-03-04 \n", + "372 Waltham, Massachusetts 1985-05-31 \n", + "373 New York City, New York 1957-03-04 \n", + "374 New York City, New York 2008-03-31 \n", + "375 Houston, Texas 2012-05-01 \n", + "376 Phoenix, Arizona NaN \n", + "377 Irving, Texas 2008-09-24 \n", + "378 Pittsburgh, Pennsylvania 1988-04-30 \n", + "379 Covington, Louisiana 2020-10-07 \n", + "380 Pittsburgh, Pennsylvania 1957-03-04 \n", + "381 Allentown, Pennsylvania NaN \n", + "382 Des Moines, Iowa 2002-07-22 \n", + "383 Cincinnati, Ohio 1957-03-04 \n", + "384 Mayfield Village, Ohio 1997-08-04 \n", + "385 San Francisco, California 2003-07-17 \n", + "386 Newark, New Jersey 2002-07-22 \n", + "387 Newark, New Jersey 1957-03-04 \n", + "388 Boston, Massachusetts 2021-04-20 \n", + "389 Glendale, California 2005-08-19 \n", + "390 Atlanta, Georgia 1984-04-30 \n", + "391 New York City, New York 2013-02-15 \n", + "392 Greensboro, North Carolina 2015-06-11 \n", + "393 Houston, Texas 2009-07-01 \n", + "394 San Diego, California NaN \n", + "395 Secaucus, New Jersey 2002-12-12 \n", + "396 New York City, New York 2007-02-02 \n", + "397 St. Petersburg, Florida 2017-03-20 \n", + "398 Waltham, Massachusetts NaN \n", + "399 San Diego, California 2015-04-07 \n", + "400 Jacksonville, Florida 2017-03-02 \n", + "401 Tarrytown, New York 2013-05-01 \n", + "402 Birmingham, Alabama 1998-08-28 \n", + "403 Phoenix, Arizona 2008-12-05 \n", + "404 San Diego, California 2017-07-26 \n", + "405 Menlo Park, California 2000-12-05 \n", + "406 Milwaukee, Wisconsin NaN \n", + "407 Atlanta, Georgia 2018-10-01 \n", + "408 Sarasota, Florida 2009-12-23 \n", + "409 Dublin, California 2009-12-21 \n", + "410 Miami, Florida 2014-12-05 \n", + "411 New York City, New York NaN \n", + "412 San Francisco, California 2008-09-15 \n", + "413 Boca Raton, Florida 2017-09-01 \n", + "414 Curaçao, Kingdom of the Netherlands 1965-03-31 \n", + "415 Dublin, Ireland 2012-07-02 \n", + "416 Charlotte, North Carolina 1957-03-04 \n", + "417 San Diego, California NaN \n", + "418 Santa Clara, California 2019-11-21 \n", + "419 Cleveland, Ohio 1964-06-30 \n", + "420 New York City, New York 2021-12-20 \n", + "421 Indianapolis, Indiana 2002-06-26 \n", + "422 Woburn, Massachusetts 2015-03-12 \n", + "423 Orrville, Ohio 2008-11-06 \n", + "424 Kenosha, Wisconsin 1982-09-30 \n", + "425 Herzliya, Israel 2021-12-20 \n", + "426 Atlanta, Georgia 1957-03-04 \n", + "427 Dallas, Texas 1994-07-01 \n", + "428 New Britain, Connecticut 1982-09-30 \n", + "429 Seattle, Washington 2000-06-07 \n", + "430 Boston, Massachusetts NaN \n", + "431 Dublin, Ireland 2019-12-23 \n", + "432 Kalamazoo, Michigan 2000-12-12 \n", + "433 Santa Clara, California 2018-03-19 \n", + "434 Stamford, Connecticut 2015-11-18 \n", + "435 Mountain View, California 2017-03-16 \n", + "436 Houston, Texas 1986-12-31 \n", + "437 Bellevue, Washington 2019-07-15 \n", + "438 Baltimore, Maryland NaN \n", + "439 New York City, New York 2018-03-19 \n", + "440 New York City, New York NaN \n", + "441 Minneapolis, Minnesota 1976-12-31 \n", + "442 Schaffhausen, Switzerland 2011-10-17 \n", + "443 Thousand Oaks, California 2020-06-22 \n", + "444 Wayne, Pennsylvania 2019-01-18 \n", + "445 North Reading, Massachusetts 2020-09-21 \n", + "446 Palo Alto, California 2020-12-21 \n", + "447 Dallas, Texas NaN \n", + "448 Providence, Rhode Island 1978-12-31 \n", + "449 Waltham, Massachusetts 2004-08-03 \n", + "450 Framingham, Massachusetts 1985-09-30 \n", + "451 Brentwood, Tennessee 2014-01-24 \n", + "452 Dublin, Ireland 2010-11-17 \n", + "453 Cleveland, Ohio 2016-06-03 \n", + "454 New York City, New York 2002-08-21 \n", + "455 Sunnyvale, California 2021-01-21 \n", + "456 Charlotte, North Carolina 1997-12-04 \n", + "457 San Francisco, California 2018-06-07 \n", + "458 Plano, Texas 2020-06-22 \n", + "459 Springdale, Arkansas 2005-08-10 \n", + "460 Minneapolis, Minnesota NaN \n", + "461 Highlands Ranch, Colorado 2016-03-07 \n", + "462 Bolingbrook, Illinois 2016-04-18 \n", + "463 Baltimore, Maryland 2014-05-01 \n", + "464 Baltimore, Maryland 2016-04-08 \n", + "465 Omaha, Nebraska 1957-03-04 \n", + "466 Chicago, Illinois 2015-09-03 \n", + "467 Minnetonka, Minnesota 1994-07-01 \n", + "468 Sandy Springs, Georgia 2002-07-22 \n", + "469 Stamford, Connecticut 2014-09-20 \n", + "470 King of Prussia, Pennsylvania 2014-09-20 \n", + "471 San Antonio, Texas NaN \n", + "472 Chicago, Illinois 2009-03-04 \n", + "473 Dulles, Virginia 2006-02-01 \n", + "474 Jersey City, New Jersey 2015-10-08 \n", + "475 New York City, New York 1983-11-30 \n", + "476 Cambridge, Massachusetts 2013-09-23 \n", + "477 Denver, Colorado 1979-06-30 \n", + "478 Pittsburgh, Pennsylvania 2004-04-23 \n", + "479 San Francisco, California 2009-12-21 \n", + "480 New York City, New York 2005 \n", + "481 Birmingham, Alabama 1999-06-30 \n", + "482 Pittsburgh, Pennsylvania 2019-02-27 \n", + "483 Bentonville, Arkansas 1982-08-31 \n", + "484 Deerfield, Illinois 1979-12-31 \n", + "485 Houston, Texas NaN \n", + "486 Milford, Massachusetts NaN \n", + "487 Milwaukee, Wisconsin 2008-10-31 \n", + "488 San Francisco, California 1976-06-30 \n", + "489 Toledo, Ohio 2009-01-30 \n", + "490 Exton, Pennsylvania 2020-05-22 \n", + "491 San Jose, California 2009-07-01 \n", + "492 Atlanta, Georgia NaN \n", + "493 Seattle, Washington NaN \n", + "494 Benton Harbor, Michigan NaN \n", + "495 Tulsa, Oklahoma 1975-03-31 \n", + "496 London, England 2016-01-05 \n", + "497 Paradise, Nevada 2008-11-14 \n", + "498 Minneapolis, Minnesota 1957-03-04 \n", "499 White Plains, New York 2011-11-01 \n", "500 Louisville, Kentucky 1997-10-06 \n", "501 Lincolnshire, Illinois 2019-12-23 \n", @@ -7745,63 +7745,63 @@ "4 815094 1981 \n", "5 1467373 1989 \n", "6 718877 2008 \n", - "7 796343 1982 \n", - "8 1158449 1932 \n", - "9 874761 1981 \n", - "10 4977 1955 \n", - "11 1090872 1999 \n", - "12 5272 1919 \n", - "13 2969 1940 \n", - "14 1086222 1998 \n", - "15 766421 1985 \n", - "16 915913 1994 \n", - "17 1035443 1994 \n", - "18 1097149 1997 \n", - "19 1579241 1908 \n", - "20 352541 1917 \n", - "21 899051 1931 \n", - "22 1652044 1998 \n", - "23 1652044 1998 \n", - "24 764180 1985 \n", - "25 1018724 1994 \n", - "26 1748790 2019 (1860) \n", - "27 2488 1969 \n", - "28 1002910 1902 \n", - "29 6201 1934 \n", - "30 4904 1906 \n", - "31 4962 1850 \n", - "32 1053507 1995 \n", - "33 1410636 1886 \n", - "34 820027 1894 \n", - "35 1140859 1985 \n", - "36 1037868 1930 \n", - "37 318154 1980 \n", - "38 820313 1932 \n", - "39 6281 1965 \n", - "40 1013462 1969 \n", - "41 1156039 2014 (1946) \n", - "42 315293 1982 (1919) \n", - "43 6769 1954 \n", - "44 320193 1977 \n", - "45 6951 1967 \n", - "46 1521332 1994 \n", - "47 7084 1902 \n", - "48 1596532 2004 \n", - "49 354190 1927 \n", + "7 7084 1902 \n", + "8 796343 1982 \n", + "9 8670 1949 \n", + "10 1158449 1932 \n", + "11 874761 1981 \n", + "12 4977 1955 \n", + "13 1090872 1999 \n", + "14 5272 1919 \n", + "15 2969 1940 \n", + "16 1086222 1998 \n", + "17 766421 1985 \n", + "18 915913 1994 \n", + "19 1035443 1994 \n", + "20 1097149 1997 \n", + "21 1579241 1908 \n", + "22 352541 1917 \n", + "23 899051 1931 \n", + "24 1652044 1998 \n", + "25 1652044 1998 \n", + "26 764180 1985 \n", + "27 1018724 1994 \n", + "28 1748790 2019 (1860) \n", + "29 2488 1969 \n", + "30 1002910 1902 \n", + "31 6201 1934 \n", + "32 4904 1906 \n", + "33 4962 1850 \n", + "34 1053507 1995 \n", + "35 1410636 1886 \n", + "36 820027 1894 \n", + "37 1140859 1985 \n", + "38 1037868 1930 \n", + "39 318154 1980 \n", + "40 820313 1932 \n", + "41 6281 1965 \n", + "42 1013462 1969 \n", + "43 1156039 2014 (1946) \n", + "44 315293 1982 (1919) \n", + "45 6769 1954 \n", + "46 320193 1977 \n", + "47 6951 1967 \n", + "48 1521332 1994 \n", + "49 1596532 2004 \n", "50 1267238 1892 \n", "51 732717 1983 (1885) \n", "52 731802 1906 \n", "53 769397 1982 \n", - "54 8670 1949 \n", - "55 866787 1979 \n", - "56 915912 1978 \n", - "57 8818 1990 \n", - "58 1701605 2017 \n", - "59 9389 1880 \n", - "60 70858 1998 (1923 / 1874) \n", - "61 701985 1963 \n", - "62 10456 1931 \n", - "63 10795 1897 \n", + "54 866787 1979 \n", + "55 915912 1978 \n", + "56 8818 1990 \n", + "57 1701605 2017 \n", + "58 9389 1880 \n", + "59 70858 1998 (1923 / 1874) \n", + "60 701985 1963 \n", + "61 10456 1931 \n", + "62 10795 1897 \n", + "63 11544 1967 \n", "64 1067983 1839 \n", "65 764478 1966 \n", "66 12208 1952 \n", @@ -7865,145 +7865,145 @@ "124 1163165 2002 \n", "125 1047862 1823 \n", "126 16918 1945 \n", - "127 711404 1958 \n", - "128 900075 1982 \n", - "129 24741 1851 \n", - "130 1755672 2019 \n", - "131 909832 1976 \n", - "132 858470 2021 (1989) \n", - "133 1051470 1994 \n", - "134 277948 1980 \n", - "135 26172 1919 \n", - "136 64803 1996 \n", - "137 882184 1978 \n", - "138 313616 1969 \n", - "139 940944 1938 \n", - "140 927066 1979 \n", - "141 315189 1837 \n", - "142 27904 1929 \n", - "143 818479 2016 (1969) \n", - "144 1090012 1971 \n", - "145 1093557 1999 \n", - "146 1539838 2007 \n", - "147 1297996 2004 \n", - "148 1393612 1985 \n", - "149 1437107 1985 \n", + "127 1868275 1999 \n", + "128 711404 1958 \n", + "129 900075 1982 \n", + "130 24741 1851 \n", + "131 1755672 2019 \n", + "132 909832 1976 \n", + "133 858470 2021 (1989) \n", + "134 1051470 1994 \n", + "135 277948 1980 \n", + "136 26172 1919 \n", + "137 64803 1996 \n", + "138 882184 1978 \n", + "139 313616 1969 \n", + "140 940944 1938 \n", + "141 927066 1979 \n", + "142 315189 1837 \n", + "143 27904 1929 \n", + "144 818479 2016 (1969) \n", + "145 1090012 1971 \n", + "146 1093557 1999 \n", + "147 1539838 2007 \n", + "148 1297996 2004 \n", + "149 1393612 1985 \n", "150 1437107 1985 \n", - "151 1001082 1980 \n", - "152 29534 1939 \n", - "153 935703 1986 \n", - "154 715957 1983 \n", - "155 1286681 1960 \n", - "156 29905 1955 \n", - "157 1751788 2019 \n", - "158 936340 1995 \n", - "159 1326160 1904 \n", - "160 783280 1972 \n", - "161 1666700 2017 \n", - "162 1688568 2017 \n", - "163 915389 1920 \n", - "164 1551182 1911 \n", - "165 1065088 1995 \n", - "166 31462 1923 \n", - "167 827052 1886 \n", - "168 1099800 1958 \n", - "169 712515 1982 \n", - "170 32604 1890 \n", - "171 1463101 2006 \n", - "172 65984 1913 \n", - "173 821189 1999 \n", - "174 1352010 1993 \n", - "175 33185 1899 \n", - "176 1101239 1998 \n", - "177 906107 1969 \n", - "178 920522 1971 \n", - "179 1001250 1946 \n", - "180 1370637 2005 \n", - "181 1711269 1909 \n", - "182 72741 1966 \n", + "151 1437107 1985 \n", + "152 1001082 1980 \n", + "153 1744489 1923 \n", + "154 29534 1939 \n", + "155 935703 1986 \n", + "156 715957 1983 \n", + "157 1286681 1960 \n", + "158 29905 1955 \n", + "159 1751788 2019 \n", + "160 936340 1995 \n", + "161 1326160 1904 \n", + "162 783280 1972 \n", + "163 1666700 2017 \n", + "164 1688568 2017 \n", + "165 915389 1920 \n", + "166 1551182 1911 \n", + "167 1065088 1995 \n", + "168 31462 1923 \n", + "169 827052 1886 \n", + "170 1099800 1958 \n", + "171 712515 1982 \n", + "172 32604 1890 \n", + "173 1463101 2006 \n", + "174 65984 1913 \n", + "175 821189 1999 \n", + "176 1352010 1993 \n", + "177 33185 1899 \n", + "178 1101239 1998 \n", + "179 906107 1969 \n", + "180 920522 1971 \n", + "181 1001250 1946 \n", + "182 1370637 2005 \n", "183 1095073 1973 \n", - "184 1109357 2000 \n", - "185 1324424 1996 \n", - "186 746515 1979 \n", - "187 1289490 1977 \n", - "188 34088 1999 \n", - "189 1048695 1996 \n", - "190 1013237 1978 \n", - "191 815556 1967 \n", - "192 34903 1962 \n", - "193 1048911 1971 \n", - "194 1136893 1968 \n", - "195 35527 1858 \n", - "196 1031296 1997 \n", + "184 1711269 1909 \n", + "185 72741 1966 \n", + "186 1109357 2000 \n", + "187 1324424 1996 \n", + "188 746515 1979 \n", + "189 1289490 1977 \n", + "190 34088 1999 \n", + "191 1048695 1996 \n", + "192 1013237 1978 \n", + "193 815556 1967 \n", + "194 34903 1962 \n", + "195 1048911 1971 \n", + "196 35527 1858 \n", "197 1132979 1985 \n", - "198 798354 1984 \n", - "199 1175454 2000 \n", - "200 37785 1883 \n", - "201 37996 1903 \n", - "202 1262039 2000 \n", - "203 1659166 2016 \n", - "204 1519751 2011 (1969) \n", - "205 1754301 2019 \n", - "206 1754301 2019 \n", - "207 38777 1947 \n", - "208 831259 1912 \n", - "209 39911 1969 \n", - "210 1121788 1989 \n", - "211 749251 1979 \n", - "212 1474735 1959 \n", - "213 40533 1899 \n", + "198 1031296 1997 \n", + "199 1136893 1968 \n", + "200 798354 1984 \n", + "201 1175454 2000 \n", + "202 37785 1883 \n", + "203 37996 1903 \n", + "204 1262039 2000 \n", + "205 1659166 2016 \n", + "206 1519751 2011 (1969) \n", + "207 1754301 2019 \n", + "208 1754301 2019 \n", + "209 38777 1947 \n", + "210 831259 1912 \n", + "211 354190 1927 \n", + "212 1121788 1989 \n", + "213 749251 1979 \n", "214 40545 1892 \n", - "215 40704 1856 \n", - "216 1467858 1908 \n", - "217 40987 1925 \n", - "218 882095 1987 \n", - "219 320335 1900 \n", - "220 1123360 2000 \n", - "221 886982 1869 \n", - "222 277135 1927 \n", - "223 45012 1919 \n", - "224 874766 1810 \n", - "225 46080 1923 \n", - "226 860730 1968 \n", - "227 765880 1985 \n", - "228 1000228 1932 \n", - "229 47111 1894 \n", - "230 4447 1919 \n", - "231 1645590 2015 \n", - "232 1585689 1919 \n", - "233 859737 1985 \n", - "234 354950 1978 \n", - "235 773840 1906 \n", - "236 48465 1891 \n", - "237 1070750 1993 \n", - "238 4281 2016 \n", - "239 47217 1939 (2015) \n", - "240 49071 1961 \n", - "241 49196 1866 \n", - "242 1501585 2011 \n", - "243 832101 1988 \n", - "244 874716 1983 \n", - "245 1598014 1959 \n", - "246 49826 1912 \n", - "247 1110803 1998 \n", - "248 879169 1991 \n", - "249 1699150 1859 \n", - "250 50863 1968 \n", - "251 1571949 2000 \n", - "252 51143 1911 \n", - "253 51434 1898 \n", - "254 51644 1961 (1930) \n", - "255 51253 1958 (1889) \n", - "256 896878 1983 \n", - "257 1035267 1995 \n", - "258 914208 1935 \n", - "259 1111928 1990 \n", - "260 1478242 1982 \n", - "261 1020569 1951 \n", - "262 779152 1976 \n", - "263 52988 1947 \n", - "264 728535 1961 \n", - "265 91419 1897 \n", + "215 1474735 1959 \n", + "216 40533 1899 \n", + "217 40704 1856 \n", + "218 40987 1925 \n", + "219 882095 1987 \n", + "220 320335 1900 \n", + "221 1123360 2000 \n", + "222 1467858 1908 \n", + "223 886982 1869 \n", + "224 277135 1927 \n", + "225 45012 1919 \n", + "226 874766 1810 \n", + "227 46080 1923 \n", + "228 860730 1968 \n", + "229 765880 1985 \n", + "230 1000228 1932 \n", + "231 47111 1894 \n", + "232 4447 1919 \n", + "233 1645590 2015 \n", + "234 1585689 1919 \n", + "235 859737 1985 \n", + "236 354950 1978 \n", + "237 773840 1906 \n", + "238 48465 1891 \n", + "239 1070750 1993 \n", + "240 4281 2016 \n", + "241 47217 1939 (2015) \n", + "242 49071 1961 \n", + "243 1501585 2011 \n", + "244 49196 1866 \n", + "245 832101 1988 \n", + "246 874716 1983 \n", + "247 49826 1912 \n", + "248 1110803 1998 \n", + "249 879169 1991 \n", + "250 1699150 1859 \n", + "251 50863 1968 \n", + "252 1571949 2000 \n", + "253 51143 1911 \n", + "254 51434 1898 \n", + "255 51644 1961 (1930) \n", + "256 51253 1958 (1889) \n", + "257 896878 1983 \n", + "258 1035267 1995 \n", + "259 914208 1935 \n", + "260 1111928 1990 \n", + "261 1478242 1982 \n", + "262 1020569 1951 \n", + "263 728535 1961 \n", + "264 779152 1976 \n", + "265 52988 1947 \n", "266 200406 1886 \n", "267 833444 1885 \n", "268 19617 2000 (1799 / 1871) \n", @@ -8059,184 +8059,184 @@ "318 912595 1977 \n", "319 1682852 2010 \n", "320 851968 1878 \n", - "321 24545 2005 (Molson 1786, Coors 1873) \n", - "322 1103982 2012 \n", - "323 1280452 1997 \n", - "324 865752 2012 (1935) \n", - "325 1059556 1909 \n", - "326 895421 1935 \n", - "327 1285785 2004 (1865 / 1909) \n", - "328 68505 1928 (2011) \n", - "329 1408198 1969 \n", - "330 1120193 1971 \n", - "331 1002047 1992 \n", - "332 1065280 1997 \n", - "333 814453 1903 \n", - "334 1164727 1921 \n", - "335 1564708 2013 (1980) \n", + "321 1179929 1980 \n", + "322 24545 2005 (Molson 1786, Coors 1873) \n", + "323 1103982 2012 \n", + "324 1280452 1997 \n", + "325 865752 2012 (1935) \n", + "326 1059556 1909 \n", + "327 895421 1935 \n", + "328 1285785 2004 (1865 / 1909) \n", + "329 68505 1928 (2011) \n", + "330 1408198 1969 \n", + "331 1120193 1971 \n", + "332 1002047 1992 \n", + "333 1065280 1997 \n", + "334 814453 1903 \n", + "335 1164727 1921 \n", "336 1564708 2013 (1980) \n", - "337 753308 1984 (1925) \n", - "338 1492633 1923 \n", - "339 320187 1964 \n", - "340 1111711 1912 \n", - "341 702165 1881/1894 (1980) \n", - "342 73124 1889 \n", - "343 1133421 1994 (Northrop 1939, Grumman 1930) \n", - "344 849399 1982 \n", - "345 1513761 2011 (1966) \n", - "346 1013871 1992 \n", - "347 73309 1940 \n", - "348 1045810 1993 \n", - "349 906163 1980 \n", - "350 1413447 1953 \n", - "351 898173 1957 \n", - "352 797468 1920 \n", - "353 878927 1934 \n", - "354 29989 1986 \n", - "355 1039684 1906 \n", - "356 1341439 1977 \n", - "357 1821825 2021 \n", - "358 1781335 2020 (1853) \n", - "359 75362 1905 \n", - "360 75677 1959 \n", - "361 76334 1917 \n", - "362 723531 1971 \n", - "363 1590955 1998 \n", - "364 1633917 1998 \n", - "365 921738 1972 \n", - "366 77360 1966 \n", - "367 1378946 1842 \n", - "368 77476 1898 \n", - "369 31791 1937 \n", - "370 78003 1849 \n", - "371 1413329 2008 (1847) \n", - "372 1534701 2012 (1917) \n", - "373 764622 1985 \n", - "374 1038357 1997 \n", - "375 713676 1845 \n", - "376 945841 1993 \n", - "377 79879 1883 \n", - "378 922224 1920 \n", - "379 1126328 1879 \n", - "380 80424 1837 \n", - "381 80661 1937 \n", - "382 1045609 1983 \n", - "383 1137774 1875 \n", - "384 788784 1903 \n", - "385 857005 1985 \n", - "386 1393311 1972 \n", - "387 822416 1956 \n", - "388 78239 1881 \n", - "389 1604778 2015 \n", - "390 1050915 1997 \n", - "391 804328 1985 \n", - "392 1022079 1967 \n", - "393 1037038 1967 \n", - "394 720005 1962 \n", - "395 101829 1922 \n", - "396 726728 1969 \n", - "397 910606 1963 \n", - "398 872589 1988 \n", - "399 1281761 1971 \n", - "400 1060391 1998 (1981) \n", - "401 943819 1989 \n", - "402 315213 1948 \n", - "403 1024478 1903 \n", - "404 84839 1948 \n", - "405 882835 1981 \n", - "406 745732 1982 \n", - "407 884887 1997 \n", - "408 64040 1917 \n", - "409 1108524 1999 \n", - "410 1034054 1989 \n", - "411 87347 1926 \n", - "412 1137789 1979 \n", - "413 1012100 1960 \n", - "414 1032208 1998 \n", - "415 1373715 2003 \n", - "416 89800 1866 \n", - "417 1288784 2001 \n", - "418 1063761 2003 \n", - "419 4127 2002 \n", - "420 91440 1920 \n", - "421 1419612 2006 \n", - "422 92122 1945 \n", - "423 92380 1967 \n", - "424 93556 1843 \n", - "425 829224 1971 \n", - "426 93751 1792 \n", - "427 1757898 1985 \n", - "428 310764 1941 \n", - "429 719739 1983 \n", - "430 1601712 2003 \n", - "431 883241 1986 \n", - "432 96021 1969 \n", - "433 1283699 1994 \n", - "434 1113169 1937 \n", - "435 946581 1993 \n", - "436 1116132 2017 \n", - "437 27419 1902 \n", - "438 1385157 2007 \n", - "439 1094285 1960 \n", - "440 96943 1943 \n", - "441 97210 1960 \n", - "442 1318605 2003 \n", - "443 97476 1930 \n", - "444 217346 1923 \n", - "445 97745 2006 (1902) \n", - "446 109198 1987 \n", - "447 916365 1938 \n", - "448 1466258 1871 \n", - "449 1260221 1993 \n", - "450 86312 1853 \n", - "451 864749 1978 \n", - "452 92230 1872 \n", - "453 1418091 2006 \n", - "454 860731 1966 \n", - "455 100493 1935 \n", - "456 74208 1972 \n", - "457 1403568 1990 \n", - "458 36104 1968 \n", - "459 1336917 1996 \n", - "460 1336917 1996 \n", - "461 100885 1862 \n", - "462 100517 1967 \n", - "463 731766 1977 \n", - "464 1090727 1907 \n", - "465 1067701 1997 \n", - "466 352915 1979 \n", - "467 1035002 1980 \n", - "468 740260 1998 \n", - "469 1014473 1995 \n", - "470 1442145 1971 \n", - "471 732712 1983 (1877) \n", - "472 875320 1989 \n", - "473 103379 1899 \n", - "474 813828 2019 (1952) \n", - "475 1792044 1961 \n", - "476 1403161 1958 \n", - "477 899689 1982 \n", - "478 1396009 1909 \n", - "479 11544 1967 \n", - "480 943452 1999 (1869) \n", - "481 104169 1962 \n", - "482 1618921 2014 \n", - "483 1744489 1923 \n", - "484 823768 1968 \n", - "485 1000697 1958 \n", - "486 783325 1896 \n", - "487 72971 1852 \n", - "488 766704 1970 \n", - "489 105770 1923 \n", - "490 106040 1970 \n", - "491 1732845 2015 \n", - "492 106535 1900 \n", - "493 106640 1911 \n", - "494 107263 1908 \n", - "495 1140536 2016 \n", - "496 1174922 2002 \n", - "497 72903 1909 \n", - "498 743988 1984 \n", + "337 1564708 2013 (1980) \n", + "338 753308 1984 (1925) \n", + "339 1492633 1923 \n", + "340 320187 1964 \n", + "341 1111711 1912 \n", + "342 72331 1935 \n", + "343 702165 1881/1894 (1980) \n", + "344 73124 1889 \n", + "345 1133421 1994 (Northrop 1939, Grumman 1930) \n", + "346 849399 1982 \n", + "347 1513761 2011 (1966) \n", + "348 1013871 1992 \n", + "349 73309 1940 \n", + "350 1045810 1993 \n", + "351 906163 1980 \n", + "352 1413447 1953 \n", + "353 898173 1957 \n", + "354 797468 1920 \n", + "355 878927 1934 \n", + "356 29989 1986 \n", + "357 1039684 1906 \n", + "358 1341439 1977 \n", + "359 1821825 2021 \n", + "360 1781335 2020 (1853) \n", + "361 75362 1905 \n", + "362 75677 1959 \n", + "363 813828 2019 (1952) \n", + "364 76334 1917 \n", + "365 723531 1971 \n", + "366 1590955 1998 \n", + "367 1633917 1998 \n", + "368 921738 1972 \n", + "369 77360 1966 \n", + "370 1378946 1842 \n", + "371 77476 1898 \n", + "372 31791 1937 \n", + "373 78003 1849 \n", + "374 1413329 2008 (1847) \n", + "375 1534701 2012 (1917) \n", + "376 764622 1985 \n", + "377 1038357 1997 \n", + "378 713676 1845 \n", + "379 945841 1993 \n", + "380 79879 1883 \n", + "381 922224 1920 \n", + "382 1126328 1879 \n", + "383 80424 1837 \n", + "384 80661 1937 \n", + "385 1045609 1983 \n", + "386 1137774 1875 \n", + "387 788784 1903 \n", + "388 857005 1985 \n", + "389 1393311 1972 \n", + "390 822416 1956 \n", + "391 78239 1881 \n", + "392 1604778 2015 \n", + "393 1050915 1997 \n", + "394 804328 1985 \n", + "395 1022079 1967 \n", + "396 1037038 1967 \n", + "397 720005 1962 \n", + "398 101829 1922 \n", + "399 726728 1969 \n", + "400 910606 1963 \n", + "401 872589 1988 \n", + "402 1281761 1971 \n", + "403 1060391 1998 (1981) \n", + "404 943819 1989 \n", + "405 315213 1948 \n", + "406 1024478 1903 \n", + "407 84839 1948 \n", + "408 882835 1981 \n", + "409 745732 1982 \n", + "410 884887 1997 \n", + "411 64040 1917 \n", + "412 1108524 1999 \n", + "413 1034054 1989 \n", + "414 87347 1926 \n", + "415 1137789 1979 \n", + "416 1012100 1960 \n", + "417 1032208 1998 \n", + "418 1373715 2003 \n", + "419 89800 1866 \n", + "420 1288784 2001 \n", + "421 1063761 2003 \n", + "422 4127 2002 \n", + "423 91419 1897 \n", + "424 91440 1920 \n", + "425 1419612 2006 \n", + "426 92122 1945 \n", + "427 92380 1967 \n", + "428 93556 1843 \n", + "429 829224 1971 \n", + "430 93751 1792 \n", + "431 1757898 1985 \n", + "432 310764 1941 \n", + "433 719739 1983 \n", + "434 1601712 2003 \n", + "435 883241 1986 \n", + "436 96021 1969 \n", + "437 1283699 1994 \n", + "438 1113169 1937 \n", + "439 946581 1993 \n", + "440 1116132 2017 \n", + "441 27419 1902 \n", + "442 1385157 2007 \n", + "443 1094285 1960 \n", + "444 96943 1943 \n", + "445 97210 1960 \n", + "446 1318605 2003 \n", + "447 97476 1930 \n", + "448 217346 1923 \n", + "449 97745 2006 (1902) \n", + "450 109198 1987 \n", + "451 916365 1938 \n", + "452 1466258 1871 \n", + "453 1260221 1993 \n", + "454 86312 1853 \n", + "455 864749 1978 \n", + "456 92230 1872 \n", + "457 1418091 2006 \n", + "458 860731 1966 \n", + "459 100493 1935 \n", + "460 36104 1968 \n", + "461 74208 1972 \n", + "462 1403568 1990 \n", + "463 1336917 1996 \n", + "464 1336917 1996 \n", + "465 100885 1862 \n", + "466 100517 1967 \n", + "467 731766 1977 \n", + "468 1090727 1907 \n", + "469 1067701 1997 \n", + "470 352915 1979 \n", + "471 1035002 1980 \n", + "472 740260 1998 \n", + "473 1014473 1995 \n", + "474 1442145 1971 \n", + "475 732712 1983 (1877) \n", + "476 875320 1989 \n", + "477 103379 1899 \n", + "478 1792044 1961 \n", + "479 1403161 1958 \n", + "480 899689 1982 \n", + "481 1396009 1909 \n", + "482 943452 1999 (1869) \n", + "483 104169 1962 \n", + "484 1618921 2014 \n", + "485 823768 1968 \n", + "486 1000697 1958 \n", + "487 783325 1896 \n", + "488 72971 1852 \n", + "489 766704 1970 \n", + "490 105770 1923 \n", + "491 106040 1970 \n", + "492 1732845 2015 \n", + "493 106535 1900 \n", + "494 106640 1911 \n", + "495 107263 1908 \n", + "496 1140536 2016 \n", + "497 1174922 2002 \n", + "498 72903 1909 \n", "499 1524472 2011 \n", "500 1041061 1997 \n", "501 877212 1969 \n", diff --git a/sp500_by_date.ipynb b/sp500_by_date.ipynb index 51c2a96..782f7b9 100644 --- a/sp500_by_date.ipynb +++ b/sp500_by_date.ipynb @@ -143,23 +143,23 @@ " \n", " \n", " \n", - " 2021-09-20\n", + " 2022-01-20\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2021-10-04\n", + " 2022-02-02\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2021-12-14\n", + " 2022-02-15\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2021-12-20\n", + " 2022-02-17\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2022-01-20\n", + " 2022-03-02\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", @@ -169,11 +169,11 @@ "text/plain": [ " tickers\n", "date \n", - "2021-09-20 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2021-10-04 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2021-12-14 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2021-12-20 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2022-01-20 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,..." + "2022-01-20 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2022-02-02 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2022-02-15 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2022-02-17 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2022-03-02 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,..." ] }, "execution_count": 5, @@ -182,7 +182,7 @@ } ], "source": [ - "filename = 'S&P 500 Historical Components & Changes(01-15-2022).csv'\n", + "filename = 'S&P 500 Historical Components & Changes(03-14-2022).csv'\n", "df = get_table(filename)\n", "df.tail()" ] @@ -227,23 +227,23 @@ " \n", " \n", " \n", - " 2021-09-20\n", + " 2022-01-20\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2021-10-04\n", + " 2022-02-02\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2021-12-14\n", + " 2022-02-15\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2021-12-20\n", + " 2022-02-17\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2022-01-20\n", + " 2022-03-02\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", @@ -253,11 +253,11 @@ "text/plain": [ " tickers\n", "date \n", - "2021-09-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2021-10-04 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2021-12-14 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2021-12-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2022-01-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." + "2022-01-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-02-02 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-02-15 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-02-17 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-03-02 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." ] }, "execution_count": 6, @@ -414,9 +414,9 @@ "output_type": "stream", "text": [ "**************************************** ADDED since 2018-10-23 ****************************************\n", - "['DD', 'VTRS', 'ODFL', 'ZBRA', 'PAYC', 'LDOS', 'LYV', 'HWM', 'PTC', 'MKTX', 'NLOK', 'EPAM', 'DPZ', 'WTW', 'LIN', 'STE', 'BKR', 'CTRA', 'WST', 'FDS', 'TFX', 'NXPI', 'CTLT', 'IEX', 'DOW', 'CDW', 'PENN', 'NVR', 'POOL', 'ATO', 'TMUS', 'KEYS', 'OGN', 'RTX', 'GNRC', 'FANG', 'PEAK', 'TER', 'SBNY', 'FRC', 'TFC', 'BRO', 'LHX', 'ENPH', 'AMCR', 'LUMN', 'TDY', 'VIAC', 'MRNA', 'CE', 'CTVA', 'TYL', 'WAB', 'TT', 'MTCH', 'DXCM', 'BIO', 'TRMB', 'CDAY', 'JKHY', 'MPWR', 'J', 'LW', 'CARR', 'CRL', 'LVS', 'TSLA', 'TECH', 'WRB', 'GL', 'BBWI', 'NOW', 'CZR', 'ETSY', 'SEDG', 'OTIS']\n", + "['ETSY', 'LIN', 'FDS', 'TDY', 'EPAM', 'ODFL', 'TFX', 'PEAK', 'MTCH', 'SEDG', 'BBWI', 'TER', 'CE', 'PTC', 'MOH', 'KEYS', 'CTRA', 'POOL', 'PARA', 'OTIS', 'RTX', 'BIO', 'DD', 'DPZ', 'MPWR', 'LYV', 'BKR', 'CARR', 'FANG', 'PENN', 'MRNA', 'CTLT', 'HWM', 'TSLA', 'DOW', 'CEG', 'MKTX', 'DXCM', 'OGN', 'CTVA', 'PAYC', 'TRMB', 'CRL', 'FRC', 'JKHY', 'GL', 'LHX', 'LVS', 'ATO', 'LUMN', 'TYL', 'ENPH', 'AMCR', 'TMUS', 'WST', 'TECH', 'NVR', 'CDW', 'LDOS', 'STE', 'NDSN', 'ZBRA', 'TT', 'CDAY', 'J', 'NOW', 'BRO', 'IEX', 'TFC', 'WAB', 'VTRS', 'CZR', 'GNRC', 'LW', 'WRB', 'NLOK', 'SBNY', 'WTW', 'NXPI']\n", "**************************************** REMOVED since 2018-10-23 ****************************************\n", - "['KSU', 'SLG', 'HBI', 'FLS', 'UNM', 'M', 'RHT', 'HRB', 'NOV', 'JEF', 'STI', 'UTX', 'WCG', 'TMK', 'CELG', 'RTN', 'CTL', 'CA', 'SCG', 'PRGO', 'BHGE', 'LB', 'COL', 'AIV', 'AMG', 'HRS', 'FLIR', 'DWDP', 'NFX', 'ESRX', 'COG', 'EQT', 'ADS', 'KSS', 'PX', 'CBS', 'SRCL', 'CXO', 'ARNC', 'TSS', 'AGN', 'FL', 'TIF', 'APC', 'HCP', 'JWN', 'TRIP', 'SYMC', 'FTI', 'ALXN', 'MAT', 'WLTW', 'XEC', 'GT', 'JEC', 'HFC', 'MYL', 'BBT', 'CPRI', 'PCG', 'MAC', 'FLR', 'HP', 'COTY', 'XRX', 'LEG', 'AET', 'LLL', 'NKTR', 'BHF', 'VIAB', 'ETFC', 'NBL', 'HOG', 'VAR', 'WU']\n" + "['ETFC', 'M', 'MYL', 'XRX', 'STI', 'COL', 'TIF', 'PX', 'INFO', 'RHT', 'MAC', 'PRGO', 'HOG', 'WU', 'WLTW', 'AET', 'NKTR', 'XEC', 'TMK', 'HCP', 'PCG', 'LLL', 'COTY', 'BHGE', 'CELG', 'HRS', 'SYMC', 'TRIP', 'COG', 'GT', 'CBS', 'LEG', 'ESRX', 'CPRI', 'UNM', 'FTI', 'BBT', 'NOV', 'DWDP', 'HP', 'XLNX', 'SRCL', 'HFC', 'CA', 'MAT', 'JWN', 'FLS', 'KSS', 'APC', 'WCG', 'JEF', 'GPS', 'NFX', 'ADS', 'AIV', 'ARNC', 'HBI', 'LB', 'SLG', 'HRB', 'CXO', 'AGN', 'TSS', 'FLR', 'ALXN', 'AMG', 'KSU', 'BHF', 'JEC', 'FL', 'RTN', 'VIAB', 'VAR', 'NBL', 'FLIR', 'SCG', 'UTX', 'CTL', 'EQT']\n" ] } ], diff --git a/sp500_changes_since_2019.csv b/sp500_changes_since_2019.csv index f524acf..211a55e 100644 --- a/sp500_changes_since_2019.csv +++ b/sp500_changes_since_2019.csv @@ -48,3 +48,8 @@ date,add,remove 2021-12-14,"EPAM","KSU" 2021-12-20,"SBNY,SEDG,FDS","LEG,HBI,WU" 2022-01-20,"WTW","WLTW" +2022-02-02,"CEG","GPS" +2022-02-15,"NDSN","XLNX" +2022-02-17,"PARA","VIAC" +2022-03-02,"MOH","INFO" + diff --git a/sp500_historical.ipynb b/sp500_historical.ipynb index c2cf50c..29175b2 100644 --- a/sp500_historical.ipynb +++ b/sp500_historical.ipynb @@ -805,6 +805,26 @@ " [WTW]\n", " [WLTW]\n", " \n", + " \n", + " 2022-02-02\n", + " [CEG]\n", + " [GPS]\n", + " \n", + " \n", + " 2022-02-15\n", + " [NDSN]\n", + " [XLNX]\n", + " \n", + " \n", + " 2022-02-17\n", + " [PARA]\n", + " [VIAC]\n", + " \n", + " \n", + " 2022-03-02\n", + " [MOH]\n", + " [INFO]\n", + " \n", " \n", "\n", "" @@ -860,7 +880,11 @@ "2021-10-04 [CTRA] [COG]\n", "2021-12-14 [EPAM] [KSU]\n", "2021-12-20 [FDS, SBNY, SEDG] [HBI, LEG, WU]\n", - "2022-01-20 [WTW] [WLTW]" + "2022-01-20 [WTW] [WLTW]\n", + "2022-02-02 [CEG] [GPS]\n", + "2022-02-15 [NDSN] [XLNX]\n", + "2022-02-17 [PARA] [VIAC]\n", + "2022-03-02 [MOH] [INFO]" ] }, "execution_count": 12, @@ -947,23 +971,23 @@ " \n", " \n", " \n", - " 2021-09-20\n", + " 2022-01-20\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2021-10-04\n", + " 2022-02-02\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2021-12-14\n", + " 2022-02-15\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2021-12-20\n", + " 2022-02-17\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2022-01-20\n", + " 2022-03-02\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", @@ -973,11 +997,11 @@ "text/plain": [ " tickers\n", "date \n", - "2021-09-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2021-10-04 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2021-12-14 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2021-12-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2022-01-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." + "2022-01-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-02-02 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-02-15 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-02-17 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2022-03-02 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." ] }, "execution_count": 14,