From 28ee5f48ddd851c639fb3da7eef6077f2d68e82d Mon Sep 17 00:00:00 2001 From: Farrell Aultman Date: Fri, 4 Dec 2020 19:51:17 -0800 Subject: [PATCH] updated 12-04-2020 --- ...rical Components & Changes(12-04-2020).csv | 5 + sp500.csv | 56 +- sp500.ipynb | 4058 ++++++++--------- sp500_by_date.ipynb | 55 +- sp500_changes_since_2019.csv | 7 +- sp500_historical.ipynb | 54 +- 6 files changed, 2134 insertions(+), 2101 deletions(-) rename S&P 500 Historical Components & Changes(08-23-2020).csv => S&P 500 Historical Components & Changes(12-04-2020).csv (99%) diff --git a/S&P 500 Historical Components & Changes(08-23-2020).csv b/S&P 500 Historical Components & Changes(12-04-2020).csv similarity index 99% rename from S&P 500 Historical Components & Changes(08-23-2020).csv rename to S&P 500 Historical Components & Changes(12-04-2020).csv index 8ef1e6e..48a72d5 100644 --- a/S&P 500 Historical Components & Changes(08-23-2020).csv +++ b/S&P 500 Historical Components & Changes(12-04-2020).csv @@ -2623,3 +2623,8 @@ date,tickers 2020-05-12,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADS,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,COTY,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTL,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,EQIX,EQR,ES,ESS,ETFC,ETN,ETR,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDX,FE,FFIV,FIS,FISV,FITB,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,HIG,HII,HLT,HOG,HOLX,HON,HP,HPE,HPQ,HRB,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,JWN,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KSS,KSU,L,LB,LDOS,LEG,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NBL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TEL,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" 2020-05-22,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADS,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,COTY,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTL,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,EQIX,EQR,ES,ESS,ETFC,ETN,ETR,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDX,FE,FFIV,FIS,FISV,FITB,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,HIG,HII,HLT,HOG,HOLX,HON,HPE,HPQ,HRB,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,JWN,K,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KSS,KSU,L,LB,LDOS,LEG,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NBL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TEL,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" 2020-06-22,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,COTY,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTL,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,EQIX,EQR,ES,ESS,ETFC,ETN,ETR,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDX,FE,FFIV,FIS,FISV,FITB,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRB,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,KSS,KSU,L,LB,LDOS,LEG,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNC,LNT,LOW,LRCX,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NBL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TEL,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2020-09-18,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,COTY,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,EQIX,EQR,ES,ESS,ETFC,ETN,ETR,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDX,FE,FFIV,FIS,FISV,FITB,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRB,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,KSS,KSU,L,LB,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NBL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TEL,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2020-09-21,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTLT,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,EQIX,EQR,ES,ESS,ETFC,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FB,FBHS,FCX,FDX,FE,FFIV,FIS,FISV,FITB,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,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,KSU,L,LB,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NBL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TEL,TER,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2020-10-07,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTLT,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,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,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,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,KSU,L,LB,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NBL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TEL,TER,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2020-10-12,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTLT,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,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,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,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,KSU,L,LB,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,MYL,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TEL,TER,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VNT,VRSK,VRSN,VRTX,VTR,VZ,WAB,WAT,WBA,WDC,WEC,WELL,WFC,WHR,WLTW,WM,WMB,WMT,WRB,WRK,WST,WU,WY,WYNN,XEL,XLNX,XOM,XRAY,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" +2020-11-17,"A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIV,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,ALXN,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,BBY,BDX,BEN,BF.B,BIIB,BIO,BK,BKNG,BKR,BLK,BLL,BMY,BR,BRK.B,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDNS,CDW,CE,CERN,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COG,COO,COP,COST,CPB,CPRT,CRM,CSCO,CSX,CTAS,CTLT,CTSH,CTVA,CTXS,CVS,CVX,CXO,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,EOG,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,FLIR,FLS,FLT,FMC,FOX,FOXA,FRC,FRT,FTI,FTNT,FTV,GD,GE,GILD,GIS,GL,GLW,GM,GOOG,GOOGL,GPC,GPN,GPS,GRMN,GS,GWW,HAL,HAS,HBAN,HBI,HCA,HD,HES,HFC,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,KSU,L,LB,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,MRK,MRO,MS,MSCI,MSFT,MSI,MTB,MTD,MU,MXIM,NCLH,NDAQ,NEE,NEM,NFLX,NI,NKE,NLOK,NLSN,NOC,NOV,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,O,ODFL,OKE,OMC,ORCL,ORLY,OTIS,OXY,PAYC,PAYX,PBCT,PCAR,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PKI,PLD,PM,PNC,PNR,PNW,POOL,PPG,PPL,PRGO,PRU,PSA,PSX,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,SLG,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TEL,TER,TFC,TFX,TGT,TIF,TJX,TMO,TMUS,TPR,TROW,TRV,TSCO,TSN,TT,TTWO,TWTR,TXN,TXT,TYL,UA,UAA,UAL,UDR,UHS,ULTA,UNH,UNM,UNP,UPS,URI,USB,V,VAR,VFC,VIAC,VLO,VMC,VNO,VNT,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,XRX,XYL,YUM,ZBH,ZBRA,ZION,ZTS" diff --git a/sp500.csv b/sp500.csv index 3755dfb..09eff42 100644 --- a/sp500.csv +++ b/sp500.csv @@ -1,4 +1,4 @@ -Symbol,Security,SEC filings,GICS Sector,GICS Sub Industry,Headquarters Location,Date first added,CIK,Founded +Symbol,Security,SEC filings,GICS Sector,GICS Sub-Industry,Headquarters Location,Date first added,CIK,Founded MMM,3M Company,reports,Industrials,Industrial Conglomerates,"St. Paul, Minnesota",1976-08-09,66740,1902 ABT,Abbott Laboratories,reports,Health Care,Health Care Equipment,"North Chicago, Illinois",1964-03-31,1800,1888 ABBV,AbbVie Inc.,reports,Health Care,Pharmaceuticals,"North Chicago, Illinois",2012-12-31,1551152,2013 (1888) @@ -88,6 +88,7 @@ CAH,Cardinal Health Inc.,reports,Health Care,Health Care Distributors,"Dublin, O KMX,Carmax Inc,reports,Consumer Discretionary,Specialty Stores,"Richmond, Virginia",2010-06-28,1170010,1993 CCL,Carnival Corp.,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) +CTLT,Catalent,reports,Health Care,Pharmaceuticals,"Somerset, New Jersey",2020-09-21,1596783,2007 CAT,Caterpillar Inc.,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 CBRE,CBRE Group,reports,Real Estate,Real Estate Services,"Los Angeles, California",2006-11-10,1138118,1906 @@ -95,7 +96,6 @@ CDW,CDW,reports,Information Technology,Technology Distributors,"Lincolnshire, Il CE,Celanese,reports,Materials,Specialty Chemicals,"Irving, Texas",2018-12-24,1306830,1918 CNC,Centene Corporation,reports,Health Care,Managed Health Care,"St. Louis, Missouri",2016-03-30,1071739,1984 CNP,CenterPoint Energy,reports,Utilities,Multi-Utilities,"Houston, Texas",1985-07-31,1130310,1882 -CTL,CenturyLink Inc,reports,Communication Services,Alternative Carriers,"Monroe, Louisiana",1999-03-25,18926,1983 (1877) CERN,Cerner,reports,Health Care,Health Care Technology,"North Kansas City, Missouri",2010-04-30,804753,1979 CF,CF Industries Holdings Inc,reports,Materials,Fertilizers & Agricultural Chemicals,"Deerfield, Illinois",2008-08-27,1324404,1946 SCHW,Charles Schwab Corporation,reports,Financials,Investment Banking & Brokerage,"San Francisco, California",1997-06-02,316709,1971 @@ -104,7 +104,7 @@ CVX,Chevron Corp.,reports,Energy,Integrated Oil & Gas,"San Ramon, California",19 CMG,Chipotle Mexican Grill,reports,Consumer Discretionary,Restaurants,"Newport Beach, California",2011-04-28,1058090,1993 CB,Chubb Limited,reports,Financials,Property & Casualty Insurance,"Zurich, Switzerland",2010-07-15,896159,1985 CHD,Church & Dwight,reports,Consumer Staples,Household Products,"Ewing, New Jersey",2015-12-29,313927,1847 -CI,CIGNA Corp.,reports,Health Care,Managed Health Care,"Bloomfield, Connecticut",1976-06-30,701221,1982 +CI,CIGNA Corp.,reports,Health Care,Managed Health Care,"Bloomfield, Connecticut",1976-06-30,1739940,1982 CINF,Cincinnati Financial,reports,Financials,Property & Casualty Insurance,"Fairfield, Ohio",1997-12-18,20286,1950 CTAS,Cintas Corporation,reports,Industrials,Diversified Support Services,"Mason, Ohio",2001-03-01,723254,1929 CSCO,Cisco Systems,reports,Information Technology,Communications Equipment,"San Jose, California",1993-12-01,858877,1984 @@ -117,7 +117,7 @@ CMS,CMS Energy,reports,Utilities,Multi-Utilities,"Jackson, Michigan",1999-05-03, KO,Coca-Cola Company,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 CL,Colgate-Palmolive,reports,Consumer Staples,Household Products,"New York, New York",1957-03-04,21665,1806 -CMCSA,Comcast Corp.,reports,Communication Services,Cable & Satellite,"Philadelphia, Pennsylvania",2015-09-18,1166691,1963 +CMCSA,Comcast Corp.,reports,Communication Services,Cable & Satellite,"Philadelphia, Pennsylvania",2002-11-19,1166691,1963 CMA,Comerica Inc.,reports,Financials,Diversified Banks,"Dallas, Texas",1995-12-01,28412,1849 CAG,Conagra Brands,reports,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois",1983-08-31,23217,1919 CXO,Concho Resources,reports,Energy,Oil & Gas Exploration & Production,"Midland, Texas",2016-02-22,1358071,2004 @@ -129,7 +129,6 @@ CPRT,Copart Inc,reports,Industrials,Diversified Support Services,"Dallas, Texas" GLW,Corning Inc.,reports,Information Technology,Electronic Components,"Corning, New York",,24741,1851 CTVA,Corteva,reports,Materials,Fertilizers & Agricultural Chemicals,"Wilmington, Delaware",2019-06-03,1755672,2019 COST,Costco Wholesale Corp.,reports,Consumer Staples,Hypermarkets & Super Centers,"Issaquah, Washington",1993-10-01,909832,1976 -COTY,"Coty, Inc",reports,Consumer Staples,Personal Products,"New York, New York",2016-10-03,1024305,1904 CCI,Crown Castle International Corp.,reports,Real Estate,Specialized REITs,"Houston, Texas",2012-03-14,1051470,1994 CSX,CSX Corp.,reports,Industrials,Railroads,"Jacksonville, Florida",1967-09-30,277948,1980 CMI,Cummins Inc.,reports,Industrials,Industrial Machinery,"Columbus, Indiana",1965-03-31,26172,1919 @@ -140,7 +139,7 @@ DRI,Darden Restaurants,reports,Consumer Discretionary,Restaurants,"Orlando, Flor DVA,DaVita Inc.,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 Inc.,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, +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 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 @@ -160,7 +159,6 @@ DUK,Duke Energy,reports,Utilities,Electric Utilities,"Charlotte, North Carolina" DRE,Duke Realty Corp,reports,Real Estate,Industrial REITs,"Indianapolis, Indiana",2017-07-26,783280,1972 DD,DuPont de Nemours Inc,reports,Materials,Specialty Chemicals,"Midland, Michigan",2019-04-02,1666700,2017 DXC,DXC Technology,reports,Information Technology,IT Consulting & Other Services,"Tysons Corner, Virginia",2017-04-04,1688568,2017 -ETFC,E*Trade,reports,Financials,Investment Banking & Brokerage,"New York, New York",2004-03-31,1015780,1982 EMN,Eastman Chemical,reports,Materials,Diversified Chemicals,"Kingsport, Tennessee",1994-01-01,915389,1920 ETN,Eaton Corporation,reports,Industrials,Electrical Components & Equipment,"Dublin, Ireland",,1551182,1911 EBAY,eBay Inc.,reports,Consumer Discretionary,Internet & Direct Marketing Retail,"San Jose, California",,1065088,1995 @@ -176,6 +174,7 @@ EQIX,Equinix,reports,Real Estate,Specialized REITs,"Redwood City, California",20 EQR,Equity Residential,reports,Real Estate,Residential REITs,"Chicago, Illinois",2001-12-03,906107,1969 ESS,"Essex Property Trust, Inc.",reports,Real Estate,Residential REITs,"San Mateo, California",2014-04-02,920522,1971 EL,Estée Lauder Companies,reports,Consumer Staples,Personal Products,"New York, New York",2006-01-05,1001250,1946 +ETSY,Etsy,reports,Consumer Discretionary,Internet & Direct Marketing Retail,"Brooklyn, New York",2020-09-21,1370637,2005 EVRG,Evergy,reports,Utilities,Electric Utilities,"Kansas City, Missouri",2018-06-05,1711269,1909 ES,Eversource Energy,reports,Utilities,Multi-Utilities,"Springfield, Massachusetts",,72741,1966 RE,Everest Re Group Ltd.,reports,Financials,Reinsurance,"Hamilton, Bermuda",2017-06-19,1095073,1973 @@ -202,8 +201,8 @@ F,Ford Motor Company,reports,Consumer Discretionary,Automobile Manufacturers,"De FTNT,Fortinet,reports,Information Technology,Systems Software,"Sunnyvale, California",2018-10-11,1262039,2000 FTV,Fortive Corp,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) -FOXA,Fox Corporation (Class A),reports,Communication Services,Movies & Entertainment,"New York, New York",2013-07-01,1308161, -FOX,Fox Corporation (Class B),reports,Communication Services,Movies & Entertainment,"New York, New York",2015-09-18,1308161, +FOXA,Fox Corporation (Class A),reports,Communication Services,Movies & Entertainment,"New York, New York",2013-07-01,1754301,2019 +FOX,Fox Corporation (Class B),reports,Communication Services,Movies & Entertainment,"New York, New York",2015-09-18,1754301,2019 BEN,Franklin Resources,reports,Financials,Asset Management & Custody Banks,"San Mateo, California",,38777,1947 FCX,Freeport-McMoRan Inc.,reports,Materials,Copper,"Phoenix, Arizona",,831259,1912 GPS,Gap Inc.,reports,Consumer Discretionary,Apparel Retail,"San Francisco, California",1986-08-31,39911,1969 @@ -219,7 +218,6 @@ GL,Globe Life Inc.,reports,Financials,Life & Health Insurance,"McKinney, Texas", GPN,Global Payments Inc.,reports,Information Technology,Data Processing & Outsourced Services,"Atlanta, Georgia",2016-04-25,1123360,2000 GS,Goldman Sachs Group,reports,Financials,Investment Banking & Brokerage,"New York, New York",2002-07-22,886982,1869 GWW,Grainger (W.W.) Inc.,reports,Industrials,Industrial Machinery,"Lake Forest, Illinois",1981-06-30,277135,1927 -HRB,H&R Block,reports,Consumer Discretionary,Specialized Consumer Services,"Kansas City, Missouri",1986-11-30,12659,1955 HAL,Halliburton Co.,reports,Energy,Oil & Gas Equipment & Services,"Houston, Texas",1957-03-04,45012,1919 HBI,Hanesbrands Inc,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Winston-Salem, North Carolina",2015-03-20,1359841,2000 HIG,Hartford Financial Svc.Gp.,reports,Financials,Property & Casualty Insurance,"Hartford, Connecticut",1957-03-04,874766,1810 @@ -237,7 +235,7 @@ HD,Home Depot,reports,Consumer Discretionary,Home Improvement Retail,"Atlanta, G HON,Honeywell Int'l Inc.,reports,Industrials,Industrial Conglomerates,"Morristown, New Jersey",1964-03-31,773840,1906 HRL,Hormel Foods Corp.,reports,Consumer Staples,Packaged Foods & Meats,"Austin, Minnesota",2009-03-04,48465,1891 HST,Host Hotels & Resorts,reports,Real Estate,Hotel & Resort REITs,"Bethesda, Maryland",2007-03-20,1070750,1993 -HWM,Howmet Aerospace,reports,Industrials,Aerospace & Defense,"New York, New York",1964-03-31,4281,2016 +HWM,Howmet Aerospace,reports,Industrials,Aerospace & Defense,"Pittsburgh, Pennsylvania",1964-03-31,4281,2016 HPQ,HP Inc.,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Palo Alto, California",1974-12-31,47217,1939 (2015) HUM,Humana Inc.,reports,Health Care,Managed Health Care,"Louisville, Kentucky",,49071,1961 HBAN,Huntington Bancshares,reports,Financials,Regional Banks,"Columbus, Ohio",,49196,1866 @@ -274,10 +272,9 @@ K,Kellogg Co.,reports,Consumer Staples,Packaged Foods & Meats,"Battle Creek, Mic 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 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, +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) -KSS,Kohl's Corp.,reports,Consumer Discretionary,General Merchandise Stores,"Menomonee Falls, Wisconsin",,885639,1962 KHC,Kraft Heinz Co,reports,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois; Pittsburgh, Pennsylvania",2015-07-06,1637459,2015 (1869) KR,Kroger Co.,reports,Consumer Staples,Food Retail,"Cincinnati, Ohio",1957-03-04,56873,1883 LB,L Brands Inc.,reports,Consumer Discretionary,Apparel Retail,"Columbus, Ohio",1983-09-30,701985,1963 @@ -295,8 +292,9 @@ LIN,Linde plc,reports,Materials,Industrial Gases,"Guildford, Surrey, United King 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 Corp.,reports,Industrials,Aerospace & Defense,"Bethesda, Maryland",1984-07-31,936468,1995 -L,Loews Corp.,reports,Financials,Multi-line Insurance,"New York, New York",,60086, +L,Loews Corp.,reports,Financials,Multi-line Insurance,"New York, New York",,60086,1959 LOW,Lowe's Cos.,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) LYB,LyondellBasell,reports,Materials,Specialty Chemicals,"Rotterdam, Netherlands",2012-09-05,1489393,2007 MTB,M&T Bank Corp.,reports,Financials,Regional Banks,"Buffalo, New York",2004-02-23,36270,1856 MRO,Marathon Oil Corp.,reports,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1991-05-01,101778,1887 @@ -329,8 +327,7 @@ MS,Morgan Stanley,reports,Financials,Investment Banking & Brokerage,"New York, N MOS,The Mosaic Company,reports,Materials,Fertilizers & Agricultural Chemicals,"Tampa, Florida",2011-09-26,1285785,2004 (1865 / 1909) MSI,Motorola Solutions Inc.,reports,Information Technology,Communications Equipment,"Chicago, Illinois",,68505,1928 (2011) MSCI,MSCI Inc,reports,Financials,Financial Exchanges & Data,"New York, New York",2018-04-04,1408198,1969 -MYL,Mylan N.V.,reports,Health Care,Pharmaceuticals,"Amsterdam, Netherlands",2004-04-23,1623613,1961 -NDAQ,"Nasdaq, Inc.",reports,Financials,Financial Exchanges & Data,"New York, New York",2008-10-22,1120193, +NDAQ,"Nasdaq, Inc.",reports,Financials,Financial Exchanges & Data,"New York, New York",2008-10-22,1120193,1971 NOV,National Oilwell Varco Inc.,reports,Energy,Oil & Gas Equipment & Services,"Houston, Texas",2005-03-14,1021860,1841 NTAP,NetApp,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Sunnyvale, California",1999-06-25,1002047,1992 NFLX,Netflix Inc.,reports,Communication Services,Movies & Entertainment,"Los Gatos, California",2010-12-20,1065280,1997 @@ -342,7 +339,6 @@ NEE,NextEra Energy,reports,Utilities,Multi-Utilities,"Juno Beach, Florida",1976- NLSN,Nielsen Holdings,reports,Industrials,Research & Consulting Services,"New York, New York",2013-07-09,1492633,1923 NKE,"Nike, Inc.",reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Washington County, Oregon",1988-11-30,320187,1964 NI,NiSource Inc.,reports,Utilities,Multi-Utilities,"Merrillville, Indiana",,1111711,1912 -NBL,Noble Energy,reports,Energy,Oil & Gas Exploration & Production,"Houston, Texas",2007-10-08,72207,1932 NSC,Norfolk Southern Corp.,reports,Industrials,Railroads,"Norfolk, Virginia",1957-03-04,702165,1881/1894 (1980) NTRS,Northern Trust Corp.,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)" @@ -376,6 +372,7 @@ PSX,Phillips 66,reports,Energy,Oil & Gas Refining & Marketing,"Houston, Texas",2 PNW,Pinnacle West Capital,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 Corp.,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 @@ -408,7 +405,7 @@ ROST,Ross Stores,reports,Consumer Discretionary,Apparel Retail,"Dublin, Californ RCL,Royal Caribbean Group,reports,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Miami, Florida",2014-12-05,884887,1997 SPGI,"S&P Global, Inc.",reports,Financials,Financial Exchanges & Data,"New York, New York",,64040,1917 CRM,Salesforce.com,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, +SBAC,SBA Communications,reports,Real Estate,Specialized REITs,"Boca Raton, Florida",2017-09-01,1034054,1989 SLB,Schlumberger Ltd.,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 SEE,Sealed Air,reports,Materials,Paper Packaging,"Charlotte, North Carolina",1957-03-04,1012100,1960 @@ -433,12 +430,13 @@ SYY,Sysco Corp.,reports,Consumer Staples,Food Distributors,"Houston, Texas",1986 TMUS,T-Mobile US,reports,Communication Services,Wireless Telecommunication Services,"Bellevue, Washington",2019-07-15,1283699,1994 TROW,T. Rowe Price Group,reports,Financials,Asset Management & Custody Banks,"Baltimore, Maryland",,1113169,1937 TTWO,Take-Two Interactive,reports,Communication Services,Interactive Home Entertainment,"New York, New York",2018-03-19,946581,1993 -TPR,"Tapestry, Inc.",reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York, New York",,1116132,2017 +TPR,"Tapestry, Inc.",reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York, New York",2004,1116132,2017 TGT,Target Corp.,reports,Consumer Discretionary,General Merchandise Stores,"Minneapolis, Minnesota",1976-12-31,27419,1902 TEL,TE Connectivity Ltd.,reports,Information Technology,Electronic Manufacturing Services,"Schaffhausen, Switzerland",2011-10-17,1385157,2007 FTI,TechnipFMC,reports,Energy,Oil & Gas Equipment & Services,"London, United Kingdom",2009-06-05,1681459,2017 (1958) TDY,Teledyne Technologies,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 TXN,Texas Instruments,reports,Information Technology,Semiconductors,"Dallas, Texas",,97476,1930 TXT,Textron Inc.,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",,97745,2006 (1902) @@ -459,12 +457,11 @@ UAA,Under Armour (Class A),reports,Consumer Discretionary,"Apparel, Accessories UA,Under Armour (Class C),reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Baltimore, Maryland",2016-04-08,1336917,1996 UNP,Union Pacific Corp,reports,Industrials,Railroads,"Omaha, Nebraska",1957-03-04,100885,1862 UAL,United Airlines Holdings,reports,Industrials,Airlines,"Chicago, Illinois",2015-09-03,100517,1967 -UNH,United Health Group Inc.,reports,Health Care,Managed Health Care,"Minnetonka, Minnesota",1994-07-01,731766,1977 +UNH,UnitedHealth Group Inc.,reports,Health Care,Managed Health Care,"Minnetonka, Minnesota",1994-07-01,731766,1977 UPS,United Parcel Service,reports,Industrials,Air Freight & Logistics,"Atlanta, Georgia",2002-07-22,1090727,1907 URI,"United Rentals, Inc.",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 UNM,Unum Group,reports,Financials,Life & Health Insurance,"Chattanooga, Tennessee",1994-03-01,5513,1999 -VFC,VF Corporation,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Greensboro, North Carolina",1979-06-30,103379,1899 VLO,Valero Energy,reports,Energy,Oil & Gas Refining & Marketing,"San Antonio, Texas",,1035002,1980 VAR,Varian Medical Systems,reports,Health Care,Health Care Equipment,"Palo Alto, California",2007-02-12,203527,1948 VTR,Ventas Inc,reports,Real Estate,Health Care REITs,"Chicago, Illinois",2009-03-04,740260,1998 @@ -472,35 +469,38 @@ VRSN,Verisign Inc.,reports,Information Technology,Internet Services & Infrastruc 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, New York",1983-11-30,732712,1983 (1877) VRTX,Vertex Pharmaceuticals Inc,reports,Health Care,Biotechnology,"Cambridge, Massachusetts",2013-09-23,875320,1989 -VIAC,ViacomCBS,reports,Communication Services,Movies & Entertainment,"New York, New York",,1339947,2019 (1952) +VFC,VF Corporation,reports,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Greensboro, North Carolina",1979-06-30,103379,1899 +VIAC,ViacomCBS,reports,Communication Services,Movies & Entertainment,"New York, New York",,813828,2019 (1952) +VTRS,Viatris,reports,Health Care,Pharmaceuticals,"Pittsburgh, Pennsylvania",2004-04-23,1792044,1961 V,Visa Inc.,reports,Information Technology,Data Processing & Outsourced Services,"San Francisco, California",2009-12-21,1403161,1958 +VNT,Vontier,reports,Information Technology,Electronic Equipment & Instruments,"Raleigh, North Carolina",2020-10-09,1786842,2019 VNO,Vornado Realty Trust,reports,Real Estate,Office REITs,"New York, New York",,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 Corporation,reports,Industrials,Construction Machinery & Heavy Trucks,"Wilmerding, Pennsylvania",2019-02-27,943452,1999 (1869) +WAB,Westinghouse Air Brake Technologies Corp,reports,Industrials,Construction Machinery & Heavy Trucks,"Wilmerding, 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",1976-06-30,1001039,1923 +DIS,The Walt Disney Company,reports,Communication Services,Movies & Entertainment,"Burbank, California",1976-06-30,1744489,1923 WM,Waste Management Inc.,reports,Industrials,Environmental & Facilities Services,"Houston, Texas",,823768,1968 WAT,Waters Corporation,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 Inc.,reports,Real Estate,Health Care REITs,"Toledo, Ohio",2009-01-30,766704,1970 WST,West Pharmaceutical Services,reports,Health Care,Health Care Supplies,"Exton, Pennsylvania",2020-05-22,105770,1923 -WDC,Western Digital,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Irvine, California",2009-07-01,106040,1970 +WDC,Western Digital,reports,Information Technology,"Technology Hardware, Storage & Peripherals","San Jose, California",2009-07-01,106040,1970 WU,Western Union Co,reports,Information Technology,Data Processing & Outsourced Services,"Englewood, Colorado",2006-09-29,1365135,1851 -WRK,WestRock,reports,Materials,Paper Packaging,"Richmond, Virginia",,1636023,2015 +WRK,WestRock,reports,Materials,Paper Packaging,"Atlanta, Georgia",,1732845,2015 WY,Weyerhaeuser,reports,Real Estate,Specialized REITs,"Federal Way, Washington",,106535,1900 WHR,Whirlpool Corp.,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 WLTW,Willis Towers Watson,reports,Financials,Insurance Brokers,"London, United Kingdom",2016-01-05,1140536,2016 WYNN,Wynn Resorts Ltd,reports,Consumer Discretionary,Casinos & Gaming,"Paradise, Nevada",2008-11-14,1174922,2002 XEL,Xcel Energy Inc,reports,Utilities,Multi-Utilities,"Minneapolis, Minnesota",1957-03-04,72903,1909 -XRX,Xerox,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Norwalk, Connecticut",,108772,1906 +XRX,Xerox,reports,Information Technology,"Technology Hardware, Storage & Peripherals","Norwalk, Connecticut",,1770450,1906 XLNX,Xilinx,reports,Information Technology,Semiconductors,"San Jose, California",1999-11-08,743988,1984 XYL,Xylem Inc.,reports,Industrials,Industrial Machinery,"White Plains, New York",2011-11-01,1524472,2011 YUM,Yum! Brands Inc,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 -ZBH,Zimmer Biomet Holdings,reports,Health Care,Health Care Equipment,"Warsaw, Indiana",2001-08-07,1136869,1927 +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,"Florham Park, New Jersey",2013-06-21,1555280,1952 diff --git a/sp500.ipynb b/sp500.ipynb index 8b48956..3da2266 100644 --- a/sp500.ipynb +++ b/sp500.ipynb @@ -115,7 +115,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "List of S&P 500 companies (retrieved 08/23/2020 19:29:07)\n" + "List of S&P 500 companies (retrieved 12/04/2020 19:22:22)\n" ] }, { @@ -143,7 +143,7 @@ " Security\n", " SEC filings\n", " GICS Sector\n", - " GICS Sub Industry\n", + " GICS Sub-Industry\n", " Headquarters Location\n", " Date first added\n", " CIK\n", @@ -1221,6 +1221,18 @@ " \n", " \n", " 89\n", + " CTLT\n", + " Catalent\n", + " reports\n", + " Health Care\n", + " Pharmaceuticals\n", + " Somerset, New Jersey\n", + " 2020-09-21\n", + " 1596783\n", + " 2007\n", + " \n", + " \n", + " 90\n", " CAT\n", " Caterpillar Inc.\n", " reports\n", @@ -1232,7 +1244,7 @@ " 1925\n", " \n", " \n", - " 90\n", + " 91\n", " CBOE\n", " Cboe Global Markets\n", " reports\n", @@ -1244,7 +1256,7 @@ " 1973\n", " \n", " \n", - " 91\n", + " 92\n", " CBRE\n", " CBRE Group\n", " reports\n", @@ -1256,7 +1268,7 @@ " 1906\n", " \n", " \n", - " 92\n", + " 93\n", " CDW\n", " CDW\n", " reports\n", @@ -1268,7 +1280,7 @@ " 1984\n", " \n", " \n", - " 93\n", + " 94\n", " CE\n", " Celanese\n", " reports\n", @@ -1280,7 +1292,7 @@ " 1918\n", " \n", " \n", - " 94\n", + " 95\n", " CNC\n", " Centene Corporation\n", " reports\n", @@ -1292,7 +1304,7 @@ " 1984\n", " \n", " \n", - " 95\n", + " 96\n", " CNP\n", " CenterPoint Energy\n", " reports\n", @@ -1304,18 +1316,6 @@ " 1882\n", " \n", " \n", - " 96\n", - " CTL\n", - " CenturyLink Inc\n", - " reports\n", - " Communication Services\n", - " Alternative Carriers\n", - " Monroe, Louisiana\n", - " 1999-03-25\n", - " 18926\n", - " 1983 (1877)\n", - " \n", - " \n", " 97\n", " CERN\n", " Cerner\n", @@ -1420,7 +1420,7 @@ " Managed Health Care\n", " Bloomfield, Connecticut\n", " 1976-06-30\n", - " 701221\n", + " 1739940\n", " 1982\n", " \n", " \n", @@ -1575,7 +1575,7 @@ " Communication Services\n", " Cable & Satellite\n", " Philadelphia, Pennsylvania\n", - " 2015-09-18\n", + " 2002-11-19\n", " 1166691\n", " 1963\n", " \n", @@ -1713,18 +1713,6 @@ " \n", " \n", " 130\n", - " COTY\n", - " Coty, Inc\n", - " reports\n", - " Consumer Staples\n", - " Personal Products\n", - " New York, New York\n", - " 2016-10-03\n", - " 1024305\n", - " 1904\n", - " \n", - " \n", - " 131\n", " CCI\n", " Crown Castle International Corp.\n", " reports\n", @@ -1736,7 +1724,7 @@ " 1994\n", " \n", " \n", - " 132\n", + " 131\n", " CSX\n", " CSX Corp.\n", " reports\n", @@ -1748,7 +1736,7 @@ " 1980\n", " \n", " \n", - " 133\n", + " 132\n", " CMI\n", " Cummins Inc.\n", " reports\n", @@ -1760,7 +1748,7 @@ " 1919\n", " \n", " \n", - " 134\n", + " 133\n", " CVS\n", " CVS Health\n", " reports\n", @@ -1772,7 +1760,7 @@ " 1996\n", " \n", " \n", - " 135\n", + " 134\n", " DHI\n", " D. R. Horton\n", " reports\n", @@ -1784,7 +1772,7 @@ " 1978\n", " \n", " \n", - " 136\n", + " 135\n", " DHR\n", " Danaher Corp.\n", " reports\n", @@ -1796,7 +1784,7 @@ " 1969\n", " \n", " \n", - " 137\n", + " 136\n", " DRI\n", " Darden Restaurants\n", " reports\n", @@ -1808,7 +1796,7 @@ " 1938\n", " \n", " \n", - " 138\n", + " 137\n", " DVA\n", " DaVita Inc.\n", " reports\n", @@ -1820,7 +1808,7 @@ " 1979\n", " \n", " \n", - " 139\n", + " 138\n", " DE\n", " Deere & Co.\n", " reports\n", @@ -1832,7 +1820,7 @@ " 1837\n", " \n", " \n", - " 140\n", + " 139\n", " DAL\n", " Delta Air Lines Inc.\n", " reports\n", @@ -1844,7 +1832,7 @@ " 1929\n", " \n", " \n", - " 141\n", + " 140\n", " XRAY\n", " Dentsply Sirona\n", " reports\n", @@ -1853,10 +1841,10 @@ " Charlotte, North Carolina\n", " 2008-11-14\n", " 818479\n", - " NaN\n", + " 2016 (1969)\n", " \n", " \n", - " 142\n", + " 141\n", " DVN\n", " Devon Energy\n", " reports\n", @@ -1868,7 +1856,7 @@ " 1971\n", " \n", " \n", - " 143\n", + " 142\n", " DXCM\n", " DexCom\n", " reports\n", @@ -1880,7 +1868,7 @@ " 1999\n", " \n", " \n", - " 144\n", + " 143\n", " FANG\n", " Diamondback Energy\n", " reports\n", @@ -1892,7 +1880,7 @@ " 2007\n", " \n", " \n", - " 145\n", + " 144\n", " DLR\n", " Digital Realty Trust Inc\n", " reports\n", @@ -1904,7 +1892,7 @@ " 2004\n", " \n", " \n", - " 146\n", + " 145\n", " DFS\n", " Discover Financial Services\n", " reports\n", @@ -1916,7 +1904,7 @@ " 1985\n", " \n", " \n", - " 147\n", + " 146\n", " DISCA\n", " Discovery, Inc. (Class A)\n", " reports\n", @@ -1928,7 +1916,7 @@ " 1985\n", " \n", " \n", - " 148\n", + " 147\n", " DISCK\n", " Discovery, Inc. (Class C)\n", " reports\n", @@ -1940,7 +1928,7 @@ " 1985\n", " \n", " \n", - " 149\n", + " 148\n", " DISH\n", " Dish Network\n", " reports\n", @@ -1952,7 +1940,7 @@ " 1980\n", " \n", " \n", - " 150\n", + " 149\n", " DG\n", " Dollar General\n", " reports\n", @@ -1964,7 +1952,7 @@ " 1939\n", " \n", " \n", - " 151\n", + " 150\n", " DLTR\n", " Dollar Tree\n", " reports\n", @@ -1976,7 +1964,7 @@ " 1986\n", " \n", " \n", - " 152\n", + " 151\n", " D\n", " Dominion Energy\n", " reports\n", @@ -1988,7 +1976,7 @@ " 1983\n", " \n", " \n", - " 153\n", + " 152\n", " DPZ\n", " Domino's Pizza\n", " reports\n", @@ -2000,7 +1988,7 @@ " 1960\n", " \n", " \n", - " 154\n", + " 153\n", " DOV\n", " Dover Corporation\n", " reports\n", @@ -2012,7 +2000,7 @@ " 1955\n", " \n", " \n", - " 155\n", + " 154\n", " DOW\n", " Dow Inc.\n", " reports\n", @@ -2024,7 +2012,7 @@ " 2019\n", " \n", " \n", - " 156\n", + " 155\n", " DTE\n", " DTE Energy Co.\n", " reports\n", @@ -2036,7 +2024,7 @@ " 1995\n", " \n", " \n", - " 157\n", + " 156\n", " DUK\n", " Duke Energy\n", " reports\n", @@ -2048,7 +2036,7 @@ " 1904\n", " \n", " \n", - " 158\n", + " 157\n", " DRE\n", " Duke Realty Corp\n", " reports\n", @@ -2060,7 +2048,7 @@ " 1972\n", " \n", " \n", - " 159\n", + " 158\n", " DD\n", " DuPont de Nemours Inc\n", " reports\n", @@ -2072,7 +2060,7 @@ " 2017\n", " \n", " \n", - " 160\n", + " 159\n", " DXC\n", " DXC Technology\n", " reports\n", @@ -2084,19 +2072,7 @@ " 2017\n", " \n", " \n", - " 161\n", - " ETFC\n", - " E*Trade\n", - " reports\n", - " Financials\n", - " Investment Banking & Brokerage\n", - " New York, New York\n", - " 2004-03-31\n", - " 1015780\n", - " 1982\n", - " \n", - " \n", - " 162\n", + " 160\n", " EMN\n", " Eastman Chemical\n", " reports\n", @@ -2108,7 +2084,7 @@ " 1920\n", " \n", " \n", - " 163\n", + " 161\n", " ETN\n", " Eaton Corporation\n", " reports\n", @@ -2120,7 +2096,7 @@ " 1911\n", " \n", " \n", - " 164\n", + " 162\n", " EBAY\n", " eBay Inc.\n", " reports\n", @@ -2132,7 +2108,7 @@ " 1995\n", " \n", " \n", - " 165\n", + " 163\n", " ECL\n", " Ecolab Inc.\n", " reports\n", @@ -2144,7 +2120,7 @@ " 1923\n", " \n", " \n", - " 166\n", + " 164\n", " EIX\n", " Edison Int'l\n", " reports\n", @@ -2156,7 +2132,7 @@ " 1886\n", " \n", " \n", - " 167\n", + " 165\n", " EW\n", " Edwards Lifesciences\n", " reports\n", @@ -2168,7 +2144,7 @@ " 1958\n", " \n", " \n", - " 168\n", + " 166\n", " EA\n", " Electronic Arts\n", " reports\n", @@ -2180,7 +2156,7 @@ " 1982\n", " \n", " \n", - " 169\n", + " 167\n", " EMR\n", " Emerson Electric Company\n", " reports\n", @@ -2192,7 +2168,7 @@ " 1890\n", " \n", " \n", - " 170\n", + " 168\n", " ETR\n", " Entergy Corp.\n", " reports\n", @@ -2204,7 +2180,7 @@ " 1913\n", " \n", " \n", - " 171\n", + " 169\n", " EOG\n", " EOG Resources\n", " reports\n", @@ -2216,7 +2192,7 @@ " 1999\n", " \n", " \n", - " 172\n", + " 170\n", " EFX\n", " Equifax Inc.\n", " reports\n", @@ -2228,7 +2204,7 @@ " 1899\n", " \n", " \n", - " 173\n", + " 171\n", " EQIX\n", " Equinix\n", " reports\n", @@ -2240,7 +2216,7 @@ " 1998\n", " \n", " \n", - " 174\n", + " 172\n", " EQR\n", " Equity Residential\n", " reports\n", @@ -2252,7 +2228,7 @@ " 1969\n", " \n", " \n", - " 175\n", + " 173\n", " ESS\n", " Essex Property Trust, Inc.\n", " reports\n", @@ -2264,7 +2240,7 @@ " 1971\n", " \n", " \n", - " 176\n", + " 174\n", " EL\n", " Estée Lauder Companies\n", " reports\n", @@ -2276,7 +2252,19 @@ " 1946\n", " \n", " \n", - " 177\n", + " 175\n", + " ETSY\n", + " Etsy\n", + " reports\n", + " Consumer Discretionary\n", + " Internet & Direct Marketing Retail\n", + " Brooklyn, New York\n", + " 2020-09-21\n", + " 1370637\n", + " 2005\n", + " \n", + " \n", + " 176\n", " EVRG\n", " Evergy\n", " reports\n", @@ -2288,7 +2276,7 @@ " 1909\n", " \n", " \n", - " 178\n", + " 177\n", " ES\n", " Eversource Energy\n", " reports\n", @@ -2300,7 +2288,7 @@ " 1966\n", " \n", " \n", - " 179\n", + " 178\n", " RE\n", " Everest Re Group Ltd.\n", " reports\n", @@ -2312,7 +2300,7 @@ " 1973\n", " \n", " \n", - " 180\n", + " 179\n", " EXC\n", " Exelon Corp.\n", " reports\n", @@ -2324,7 +2312,7 @@ " 2000\n", " \n", " \n", - " 181\n", + " 180\n", " EXPE\n", " Expedia Group\n", " reports\n", @@ -2336,7 +2324,7 @@ " 1996\n", " \n", " \n", - " 182\n", + " 181\n", " EXPD\n", " Expeditors\n", " reports\n", @@ -2348,7 +2336,7 @@ " 1979\n", " \n", " \n", - " 183\n", + " 182\n", " EXR\n", " Extra Space Storage\n", " reports\n", @@ -2360,7 +2348,7 @@ " 1977\n", " \n", " \n", - " 184\n", + " 183\n", " XOM\n", " Exxon Mobil Corp.\n", " reports\n", @@ -2372,7 +2360,7 @@ " 1999\n", " \n", " \n", - " 185\n", + " 184\n", " FFIV\n", " F5 Networks\n", " reports\n", @@ -2384,7 +2372,7 @@ " 1996\n", " \n", " \n", - " 186\n", + " 185\n", " FB\n", " Facebook, Inc.\n", " reports\n", @@ -2396,7 +2384,7 @@ " 2004\n", " \n", " \n", - " 187\n", + " 186\n", " FAST\n", " Fastenal Co\n", " reports\n", @@ -2408,7 +2396,7 @@ " 1967\n", " \n", " \n", - " 188\n", + " 187\n", " FRT\n", " Federal Realty Investment Trust\n", " reports\n", @@ -2420,7 +2408,7 @@ " 1962\n", " \n", " \n", - " 189\n", + " 188\n", " FDX\n", " FedEx Corporation\n", " reports\n", @@ -2432,7 +2420,7 @@ " 1971\n", " \n", " \n", - " 190\n", + " 189\n", " FIS\n", " Fidelity National Information Services\n", " reports\n", @@ -2444,7 +2432,7 @@ " 1968\n", " \n", " \n", - " 191\n", + " 190\n", " FITB\n", " Fifth Third Bancorp\n", " reports\n", @@ -2456,7 +2444,7 @@ " 1858\n", " \n", " \n", - " 192\n", + " 191\n", " FE\n", " FirstEnergy Corp\n", " reports\n", @@ -2468,7 +2456,7 @@ " 1997\n", " \n", " \n", - " 193\n", + " 192\n", " FRC\n", " First Republic Bank\n", " reports\n", @@ -2480,7 +2468,7 @@ " 1985\n", " \n", " \n", - " 194\n", + " 193\n", " FISV\n", " Fiserv Inc\n", " reports\n", @@ -2492,7 +2480,7 @@ " 1984\n", " \n", " \n", - " 195\n", + " 194\n", " FLT\n", " FleetCor Technologies Inc\n", " reports\n", @@ -2504,7 +2492,7 @@ " 2000\n", " \n", " \n", - " 196\n", + " 195\n", " FLIR\n", " FLIR Systems\n", " reports\n", @@ -2516,7 +2504,7 @@ " 1978\n", " \n", " \n", - " 197\n", + " 196\n", " FLS\n", " Flowserve Corporation\n", " reports\n", @@ -2528,7 +2516,7 @@ " 1997\n", " \n", " \n", - " 198\n", + " 197\n", " FMC\n", " FMC Corporation\n", " reports\n", @@ -2540,7 +2528,7 @@ " 1883\n", " \n", " \n", - " 199\n", + " 198\n", " F\n", " Ford Motor Company\n", " reports\n", @@ -2552,7 +2540,7 @@ " 1903\n", " \n", " \n", - " 200\n", + " 199\n", " FTNT\n", " Fortinet\n", " reports\n", @@ -2564,7 +2552,7 @@ " 2000\n", " \n", " \n", - " 201\n", + " 200\n", " FTV\n", " Fortive Corp\n", " reports\n", @@ -2576,7 +2564,7 @@ " 2016\n", " \n", " \n", - " 202\n", + " 201\n", " FBHS\n", " Fortune Brands Home & Security\n", " reports\n", @@ -2588,7 +2576,7 @@ " 2011 (1969)\n", " \n", " \n", - " 203\n", + " 202\n", " FOXA\n", " Fox Corporation (Class A)\n", " reports\n", @@ -2596,11 +2584,11 @@ " Movies & Entertainment\n", " New York, New York\n", " 2013-07-01\n", - " 1308161\n", - " NaN\n", + " 1754301\n", + " 2019\n", " \n", " \n", - " 204\n", + " 203\n", " FOX\n", " Fox Corporation (Class B)\n", " reports\n", @@ -2608,11 +2596,11 @@ " Movies & Entertainment\n", " New York, New York\n", " 2015-09-18\n", - " 1308161\n", - " NaN\n", + " 1754301\n", + " 2019\n", " \n", " \n", - " 205\n", + " 204\n", " BEN\n", " Franklin Resources\n", " reports\n", @@ -2624,7 +2612,7 @@ " 1947\n", " \n", " \n", - " 206\n", + " 205\n", " FCX\n", " Freeport-McMoRan Inc.\n", " reports\n", @@ -2636,7 +2624,7 @@ " 1912\n", " \n", " \n", - " 207\n", + " 206\n", " GPS\n", " Gap Inc.\n", " reports\n", @@ -2648,7 +2636,7 @@ " 1969\n", " \n", " \n", - " 208\n", + " 207\n", " GRMN\n", " Garmin Ltd.\n", " reports\n", @@ -2660,7 +2648,7 @@ " 1989\n", " \n", " \n", - " 209\n", + " 208\n", " IT\n", " Gartner Inc\n", " reports\n", @@ -2672,7 +2660,7 @@ " 1979\n", " \n", " \n", - " 210\n", + " 209\n", " GD\n", " General Dynamics\n", " reports\n", @@ -2684,7 +2672,7 @@ " 1899\n", " \n", " \n", - " 211\n", + " 210\n", " GE\n", " General Electric\n", " reports\n", @@ -2696,7 +2684,7 @@ " 1892\n", " \n", " \n", - " 212\n", + " 211\n", " GIS\n", " General Mills\n", " reports\n", @@ -2708,7 +2696,7 @@ " 1856\n", " \n", " \n", - " 213\n", + " 212\n", " GM\n", " General Motors\n", " reports\n", @@ -2720,7 +2708,7 @@ " 1908\n", " \n", " \n", - " 214\n", + " 213\n", " GPC\n", " Genuine Parts\n", " reports\n", @@ -2732,7 +2720,7 @@ " 1925\n", " \n", " \n", - " 215\n", + " 214\n", " GILD\n", " Gilead Sciences\n", " reports\n", @@ -2744,7 +2732,7 @@ " 1987\n", " \n", " \n", - " 216\n", + " 215\n", " GL\n", " Globe Life Inc.\n", " reports\n", @@ -2756,7 +2744,7 @@ " 1900\n", " \n", " \n", - " 217\n", + " 216\n", " GPN\n", " Global Payments Inc.\n", " reports\n", @@ -2768,7 +2756,7 @@ " 2000\n", " \n", " \n", - " 218\n", + " 217\n", " GS\n", " Goldman Sachs Group\n", " reports\n", @@ -2780,7 +2768,7 @@ " 1869\n", " \n", " \n", - " 219\n", + " 218\n", " GWW\n", " Grainger (W.W.) Inc.\n", " reports\n", @@ -2792,19 +2780,7 @@ " 1927\n", " \n", " \n", - " 220\n", - " HRB\n", - " H&R Block\n", - " reports\n", - " Consumer Discretionary\n", - " Specialized Consumer Services\n", - " Kansas City, Missouri\n", - " 1986-11-30\n", - " 12659\n", - " 1955\n", - " \n", - " \n", - " 221\n", + " 219\n", " HAL\n", " Halliburton Co.\n", " reports\n", @@ -2816,7 +2792,7 @@ " 1919\n", " \n", " \n", - " 222\n", + " 220\n", " HBI\n", " Hanesbrands Inc\n", " reports\n", @@ -2828,7 +2804,7 @@ " 2000\n", " \n", " \n", - " 223\n", + " 221\n", " HIG\n", " Hartford Financial Svc.Gp.\n", " reports\n", @@ -2840,7 +2816,7 @@ " 1810\n", " \n", " \n", - " 224\n", + " 222\n", " HAS\n", " Hasbro Inc.\n", " reports\n", @@ -2852,7 +2828,7 @@ " 1923\n", " \n", " \n", - " 225\n", + " 223\n", " HCA\n", " HCA Healthcare\n", " reports\n", @@ -2864,7 +2840,7 @@ " 1968\n", " \n", " \n", - " 226\n", + " 224\n", " PEAK\n", " Healthpeak Properties\n", " reports\n", @@ -2876,7 +2852,7 @@ " 1985\n", " \n", " \n", - " 227\n", + " 225\n", " HSIC\n", " Henry Schein\n", " reports\n", @@ -2888,7 +2864,7 @@ " 1932\n", " \n", " \n", - " 228\n", + " 226\n", " HSY\n", " The Hershey Company\n", " reports\n", @@ -2900,7 +2876,7 @@ " 1894\n", " \n", " \n", - " 229\n", + " 227\n", " HES\n", " Hess Corporation\n", " reports\n", @@ -2912,7 +2888,7 @@ " 1919\n", " \n", " \n", - " 230\n", + " 228\n", " HPE\n", " Hewlett Packard Enterprise\n", " reports\n", @@ -2924,7 +2900,7 @@ " 2015\n", " \n", " \n", - " 231\n", + " 229\n", " HLT\n", " Hilton Worldwide Holdings Inc\n", " reports\n", @@ -2936,7 +2912,7 @@ " 1919\n", " \n", " \n", - " 232\n", + " 230\n", " HFC\n", " HollyFrontier Corp\n", " reports\n", @@ -2948,7 +2924,7 @@ " 1947\n", " \n", " \n", - " 233\n", + " 231\n", " HOLX\n", " Hologic\n", " reports\n", @@ -2960,7 +2936,7 @@ " 1985\n", " \n", " \n", - " 234\n", + " 232\n", " HD\n", " Home Depot\n", " reports\n", @@ -2972,7 +2948,7 @@ " 1978\n", " \n", " \n", - " 235\n", + " 233\n", " HON\n", " Honeywell Int'l Inc.\n", " reports\n", @@ -2984,7 +2960,7 @@ " 1906\n", " \n", " \n", - " 236\n", + " 234\n", " HRL\n", " Hormel Foods Corp.\n", " reports\n", @@ -2996,7 +2972,7 @@ " 1891\n", " \n", " \n", - " 237\n", + " 235\n", " HST\n", " Host Hotels & Resorts\n", " reports\n", @@ -3008,19 +2984,19 @@ " 1993\n", " \n", " \n", - " 238\n", + " 236\n", " HWM\n", " Howmet Aerospace\n", " reports\n", " Industrials\n", " Aerospace & Defense\n", - " New York, New York\n", + " Pittsburgh, Pennsylvania\n", " 1964-03-31\n", " 4281\n", " 2016\n", " \n", " \n", - " 239\n", + " 237\n", " HPQ\n", " HP Inc.\n", " reports\n", @@ -3032,7 +3008,7 @@ " 1939 (2015)\n", " \n", " \n", - " 240\n", + " 238\n", " HUM\n", " Humana Inc.\n", " reports\n", @@ -3044,7 +3020,7 @@ " 1961\n", " \n", " \n", - " 241\n", + " 239\n", " HBAN\n", " Huntington Bancshares\n", " reports\n", @@ -3056,7 +3032,7 @@ " 1866\n", " \n", " \n", - " 242\n", + " 240\n", " HII\n", " Huntington Ingalls Industries\n", " reports\n", @@ -3068,7 +3044,7 @@ " 2011\n", " \n", " \n", - " 243\n", + " 241\n", " IEX\n", " IDEX Corporation\n", " reports\n", @@ -3080,7 +3056,7 @@ " 1988\n", " \n", " \n", - " 244\n", + " 242\n", " IDXX\n", " IDEXX Laboratories\n", " reports\n", @@ -3092,7 +3068,7 @@ " 1983\n", " \n", " \n", - " 245\n", + " 243\n", " INFO\n", " IHS Markit Ltd.\n", " reports\n", @@ -3104,7 +3080,7 @@ " 1959\n", " \n", " \n", - " 246\n", + " 244\n", " ITW\n", " Illinois Tool Works\n", " reports\n", @@ -3116,7 +3092,7 @@ " 1912\n", " \n", " \n", - " 247\n", + " 245\n", " ILMN\n", " Illumina Inc\n", " reports\n", @@ -3128,7 +3104,7 @@ " 1998\n", " \n", " \n", - " 248\n", + " 246\n", " INCY\n", " Incyte\n", " reports\n", @@ -3140,7 +3116,7 @@ " 1991\n", " \n", " \n", - " 249\n", + " 247\n", " IR\n", " Ingersoll Rand\n", " reports\n", @@ -3152,7 +3128,7 @@ " 1859\n", " \n", " \n", - " 250\n", + " 248\n", " INTC\n", " Intel Corp.\n", " reports\n", @@ -3164,7 +3140,7 @@ " 1968\n", " \n", " \n", - " 251\n", + " 249\n", " ICE\n", " Intercontinental Exchange\n", " reports\n", @@ -3176,7 +3152,7 @@ " 2000\n", " \n", " \n", - " 252\n", + " 250\n", " IBM\n", " International Business Machines\n", " reports\n", @@ -3188,7 +3164,7 @@ " 1911\n", " \n", " \n", - " 253\n", + " 251\n", " IP\n", " International Paper\n", " reports\n", @@ -3200,7 +3176,7 @@ " 1898\n", " \n", " \n", - " 254\n", + " 252\n", " IPG\n", " Interpublic Group\n", " reports\n", @@ -3212,7 +3188,7 @@ " 1961 (1930)\n", " \n", " \n", - " 255\n", + " 253\n", " IFF\n", " International Flavors & Fragrances\n", " reports\n", @@ -3224,7 +3200,7 @@ " 1958 (1889)\n", " \n", " \n", - " 256\n", + " 254\n", " INTU\n", " Intuit Inc.\n", " reports\n", @@ -3236,7 +3212,7 @@ " 1983\n", " \n", " \n", - " 257\n", + " 255\n", " ISRG\n", " Intuitive Surgical Inc.\n", " reports\n", @@ -3248,7 +3224,7 @@ " 1995\n", " \n", " \n", - " 258\n", + " 256\n", " IVZ\n", " Invesco Ltd.\n", " reports\n", @@ -3260,7 +3236,7 @@ " 1935\n", " \n", " \n", - " 259\n", + " 257\n", " IPGP\n", " IPG Photonics Corp.\n", " reports\n", @@ -3272,7 +3248,7 @@ " 1990\n", " \n", " \n", - " 260\n", + " 258\n", " IQV\n", " IQVIA Holdings Inc.\n", " reports\n", @@ -3284,7 +3260,7 @@ " 1982\n", " \n", " \n", - " 261\n", + " 259\n", " IRM\n", " Iron Mountain Incorporated\n", " reports\n", @@ -3296,7 +3272,7 @@ " 1951\n", " \n", " \n", - " 262\n", + " 260\n", " JKHY\n", " Jack Henry & Associates\n", " reports\n", @@ -3308,7 +3284,7 @@ " 1976\n", " \n", " \n", - " 263\n", + " 261\n", " J\n", " Jacobs Engineering Group\n", " reports\n", @@ -3320,7 +3296,7 @@ " 1947\n", " \n", " \n", - " 264\n", + " 262\n", " JBHT\n", " J. B. Hunt Transport Services\n", " reports\n", @@ -3332,7 +3308,7 @@ " 1961\n", " \n", " \n", - " 265\n", + " 263\n", " SJM\n", " JM Smucker\n", " reports\n", @@ -3344,7 +3320,7 @@ " 1897\n", " \n", " \n", - " 266\n", + " 264\n", " JNJ\n", " Johnson & Johnson\n", " reports\n", @@ -3356,7 +3332,7 @@ " 1886\n", " \n", " \n", - " 267\n", + " 265\n", " JCI\n", " Johnson Controls International\n", " reports\n", @@ -3368,7 +3344,7 @@ " 1885\n", " \n", " \n", - " 268\n", + " 266\n", " JPM\n", " JPMorgan Chase & Co.\n", " reports\n", @@ -3380,7 +3356,7 @@ " 2000 (1799 / 1871)\n", " \n", " \n", - " 269\n", + " 267\n", " JNPR\n", " Juniper Networks\n", " reports\n", @@ -3392,7 +3368,7 @@ " 1996\n", " \n", " \n", - " 270\n", + " 268\n", " KSU\n", " Kansas City Southern\n", " reports\n", @@ -3404,7 +3380,7 @@ " 1887\n", " \n", " \n", - " 271\n", + " 269\n", " K\n", " Kellogg Co.\n", " reports\n", @@ -3416,7 +3392,7 @@ " 1906\n", " \n", " \n", - " 272\n", + " 270\n", " KEY\n", " KeyCorp\n", " reports\n", @@ -3428,7 +3404,7 @@ " 1825\n", " \n", " \n", - " 273\n", + " 271\n", " KEYS\n", " Keysight Technologies\n", " reports\n", @@ -3440,7 +3416,7 @@ " 2014\n", " \n", " \n", - " 274\n", + " 272\n", " KMB\n", " Kimberly-Clark\n", " reports\n", @@ -3452,7 +3428,7 @@ " 1872\n", " \n", " \n", - " 275\n", + " 273\n", " KIM\n", " Kimco Realty\n", " reports\n", @@ -3461,10 +3437,10 @@ " New Hyde Park, New York\n", " 2006-04-04\n", " 879101\n", - " NaN\n", + " 1958\n", " \n", " \n", - " 276\n", + " 274\n", " KMI\n", " Kinder Morgan\n", " reports\n", @@ -3476,7 +3452,7 @@ " 1997\n", " \n", " \n", - " 277\n", + " 275\n", " KLAC\n", " KLA Corporation\n", " reports\n", @@ -3488,19 +3464,7 @@ " 1975/1977 (1997)\n", " \n", " \n", - " 278\n", - " KSS\n", - " Kohl's Corp.\n", - " reports\n", - " Consumer Discretionary\n", - " General Merchandise Stores\n", - " Menomonee Falls, Wisconsin\n", - " NaN\n", - " 885639\n", - " 1962\n", - " \n", - " \n", - " 279\n", + " 276\n", " KHC\n", " Kraft Heinz Co\n", " reports\n", @@ -3512,7 +3476,7 @@ " 2015 (1869)\n", " \n", " \n", - " 280\n", + " 277\n", " KR\n", " Kroger Co.\n", " reports\n", @@ -3524,7 +3488,7 @@ " 1883\n", " \n", " \n", - " 281\n", + " 278\n", " LB\n", " L Brands Inc.\n", " reports\n", @@ -3536,7 +3500,7 @@ " 1963\n", " \n", " \n", - " 282\n", + " 279\n", " LHX\n", " L3Harris Technologies\n", " reports\n", @@ -3548,7 +3512,7 @@ " 2019 (1895)\n", " \n", " \n", - " 283\n", + " 280\n", " LH\n", " Laboratory Corp. of America Holding\n", " reports\n", @@ -3560,7 +3524,7 @@ " 1978\n", " \n", " \n", - " 284\n", + " 281\n", " LRCX\n", " Lam Research\n", " reports\n", @@ -3572,7 +3536,7 @@ " 1980\n", " \n", " \n", - " 285\n", + " 282\n", " LW\n", " Lamb Weston Holdings Inc\n", " reports\n", @@ -3584,7 +3548,7 @@ " 2016 (1950)\n", " \n", " \n", - " 286\n", + " 283\n", " LVS\n", " Las Vegas Sands\n", " reports\n", @@ -3596,7 +3560,7 @@ " 1988\n", " \n", " \n", - " 287\n", + " 284\n", " LEG\n", " Leggett & Platt\n", " reports\n", @@ -3608,7 +3572,7 @@ " 1883\n", " \n", " \n", - " 288\n", + " 285\n", " LDOS\n", " Leidos Holdings\n", " reports\n", @@ -3620,7 +3584,7 @@ " 1969\n", " \n", " \n", - " 289\n", + " 286\n", " LEN\n", " Lennar Corp.\n", " reports\n", @@ -3632,7 +3596,7 @@ " 1954\n", " \n", " \n", - " 290\n", + " 287\n", " LLY\n", " Lilly (Eli) & Co.\n", " reports\n", @@ -3644,7 +3608,7 @@ " 1876\n", " \n", " \n", - " 291\n", + " 288\n", " LNC\n", " Lincoln National\n", " reports\n", @@ -3656,7 +3620,7 @@ " 1905\n", " \n", " \n", - " 292\n", + " 289\n", " LIN\n", " Linde plc\n", " reports\n", @@ -3668,7 +3632,7 @@ " 1879\n", " \n", " \n", - " 293\n", + " 290\n", " LYV\n", " Live Nation Entertainment\n", " reports\n", @@ -3680,7 +3644,7 @@ " 2010\n", " \n", " \n", - " 294\n", + " 291\n", " LKQ\n", " LKQ Corporation\n", " reports\n", @@ -3692,7 +3656,7 @@ " 1998\n", " \n", " \n", - " 295\n", + " 292\n", " LMT\n", " Lockheed Martin Corp.\n", " reports\n", @@ -3704,7 +3668,7 @@ " 1995\n", " \n", " \n", - " 296\n", + " 293\n", " L\n", " Loews Corp.\n", " reports\n", @@ -3713,10 +3677,10 @@ " New York, New York\n", " NaN\n", " 60086\n", - " NaN\n", + " 1959\n", " \n", " \n", - " 297\n", + " 294\n", " LOW\n", " Lowe's Cos.\n", " reports\n", @@ -3728,7 +3692,19 @@ " 1904/1946/1959\n", " \n", " \n", - " 298\n", + " 295\n", + " LUMN\n", + " Lumen Technologies\n", + " reports\n", + " Communication Services\n", + " Alternative Carriers\n", + " Monroe, Louisiana\n", + " 1999-03-25\n", + " 18926\n", + " 1983 (1877)\n", + " \n", + " \n", + " 296\n", " LYB\n", " LyondellBasell\n", " reports\n", @@ -3740,7 +3716,7 @@ " 2007\n", " \n", " \n", - " 299\n", + " 297\n", " MTB\n", " M&T Bank Corp.\n", " reports\n", @@ -3752,7 +3728,7 @@ " 1856\n", " \n", " \n", - " 300\n", + " 298\n", " MRO\n", " Marathon Oil Corp.\n", " reports\n", @@ -3764,7 +3740,7 @@ " 1887\n", " \n", " \n", - " 301\n", + " 299\n", " MPC\n", " Marathon Petroleum\n", " reports\n", @@ -3776,7 +3752,7 @@ " 2009 (1887)\n", " \n", " \n", - " 302\n", + " 300\n", " MKTX\n", " MarketAxess\n", " reports\n", @@ -3788,7 +3764,7 @@ " 2000\n", " \n", " \n", - " 303\n", + " 301\n", " MAR\n", " Marriott Int'l.\n", " reports\n", @@ -3800,7 +3776,7 @@ " 1927\n", " \n", " \n", - " 304\n", + " 302\n", " MMC\n", " Marsh & McLennan\n", " reports\n", @@ -3812,7 +3788,7 @@ " 1905\n", " \n", " \n", - " 305\n", + " 303\n", " MLM\n", " Martin Marietta Materials\n", " reports\n", @@ -3824,7 +3800,7 @@ " 1993\n", " \n", " \n", - " 306\n", + " 304\n", " MAS\n", " Masco Corp.\n", " reports\n", @@ -3836,7 +3812,7 @@ " 1929\n", " \n", " \n", - " 307\n", + " 305\n", " MA\n", " Mastercard Inc.\n", " reports\n", @@ -3848,7 +3824,7 @@ " 1966\n", " \n", " \n", - " 308\n", + " 306\n", " MKC\n", " McCormick & Co.\n", " reports\n", @@ -3860,7 +3836,7 @@ " 1889\n", " \n", " \n", - " 309\n", + " 307\n", " MXIM\n", " Maxim Integrated Products Inc\n", " reports\n", @@ -3872,7 +3848,7 @@ " 1983\n", " \n", " \n", - " 310\n", + " 308\n", " MCD\n", " McDonald's Corp.\n", " reports\n", @@ -3884,7 +3860,7 @@ " 1940\n", " \n", " \n", - " 311\n", + " 309\n", " MCK\n", " McKesson Corp.\n", " reports\n", @@ -3896,7 +3872,7 @@ " 1833\n", " \n", " \n", - " 312\n", + " 310\n", " MDT\n", " Medtronic plc\n", " reports\n", @@ -3908,7 +3884,7 @@ " 1949\n", " \n", " \n", - " 313\n", + " 311\n", " MRK\n", " Merck & Co.\n", " reports\n", @@ -3920,7 +3896,7 @@ " 1891\n", " \n", " \n", - " 314\n", + " 312\n", " MET\n", " MetLife Inc.\n", " reports\n", @@ -3932,7 +3908,7 @@ " 1868\n", " \n", " \n", - " 315\n", + " 313\n", " MTD\n", " Mettler Toledo\n", " reports\n", @@ -3944,7 +3920,7 @@ " 1945\n", " \n", " \n", - " 316\n", + " 314\n", " MGM\n", " MGM Resorts International\n", " reports\n", @@ -3956,7 +3932,7 @@ " 1986\n", " \n", " \n", - " 317\n", + " 315\n", " MCHP\n", " Microchip Technology\n", " reports\n", @@ -3968,7 +3944,7 @@ " 1989\n", " \n", " \n", - " 318\n", + " 316\n", " MU\n", " Micron Technology\n", " reports\n", @@ -3980,7 +3956,7 @@ " 1978\n", " \n", " \n", - " 319\n", + " 317\n", " MSFT\n", " Microsoft Corp.\n", " reports\n", @@ -3992,7 +3968,7 @@ " 1975\n", " \n", " \n", - " 320\n", + " 318\n", " MAA\n", " Mid-America Apartments\n", " reports\n", @@ -4004,7 +3980,7 @@ " 1977\n", " \n", " \n", - " 321\n", + " 319\n", " MHK\n", " Mohawk Industries\n", " reports\n", @@ -4016,7 +3992,7 @@ " 1878\n", " \n", " \n", - " 322\n", + " 320\n", " TAP\n", " Molson Coors Beverage Company\n", " reports\n", @@ -4028,7 +4004,7 @@ " 2005 (Molson 1786, Coors 1873)\n", " \n", " \n", - " 323\n", + " 321\n", " MDLZ\n", " Mondelez International\n", " reports\n", @@ -4040,7 +4016,7 @@ " 2012\n", " \n", " \n", - " 324\n", + " 322\n", " MNST\n", " Monster Beverage\n", " reports\n", @@ -4052,7 +4028,7 @@ " 2012 (1935)\n", " \n", " \n", - " 325\n", + " 323\n", " MCO\n", " Moody's Corp\n", " reports\n", @@ -4064,7 +4040,7 @@ " 1909\n", " \n", " \n", - " 326\n", + " 324\n", " MS\n", " Morgan Stanley\n", " reports\n", @@ -4076,7 +4052,7 @@ " 1935\n", " \n", " \n", - " 327\n", + " 325\n", " MOS\n", " The Mosaic Company\n", " reports\n", @@ -4088,7 +4064,7 @@ " 2004 (1865 / 1909)\n", " \n", " \n", - " 328\n", + " 326\n", " MSI\n", " Motorola Solutions Inc.\n", " reports\n", @@ -4100,7 +4076,7 @@ " 1928 (2011)\n", " \n", " \n", - " 329\n", + " 327\n", " MSCI\n", " MSCI Inc\n", " reports\n", @@ -4112,19 +4088,7 @@ " 1969\n", " \n", " \n", - " 330\n", - " MYL\n", - " Mylan N.V.\n", - " reports\n", - " Health Care\n", - " Pharmaceuticals\n", - " Amsterdam, Netherlands\n", - " 2004-04-23\n", - " 1623613\n", - " 1961\n", - " \n", - " \n", - " 331\n", + " 328\n", " NDAQ\n", " Nasdaq, Inc.\n", " reports\n", @@ -4133,10 +4097,10 @@ " New York, New York\n", " 2008-10-22\n", " 1120193\n", - " NaN\n", + " 1971\n", " \n", " \n", - " 332\n", + " 329\n", " NOV\n", " National Oilwell Varco Inc.\n", " reports\n", @@ -4148,7 +4112,7 @@ " 1841\n", " \n", " \n", - " 333\n", + " 330\n", " NTAP\n", " NetApp\n", " reports\n", @@ -4160,7 +4124,7 @@ " 1992\n", " \n", " \n", - " 334\n", + " 331\n", " NFLX\n", " Netflix Inc.\n", " reports\n", @@ -4172,7 +4136,7 @@ " 1997\n", " \n", " \n", - " 335\n", + " 332\n", " NWL\n", " Newell Brands\n", " reports\n", @@ -4184,7 +4148,7 @@ " 1903\n", " \n", " \n", - " 336\n", + " 333\n", " NEM\n", " Newmont Corporation\n", " reports\n", @@ -4196,7 +4160,7 @@ " 1921\n", " \n", " \n", - " 337\n", + " 334\n", " NWSA\n", " News Corp. Class A\n", " reports\n", @@ -4208,7 +4172,7 @@ " 2013 (1980)\n", " \n", " \n", - " 338\n", + " 335\n", " NWS\n", " News Corp. Class B\n", " reports\n", @@ -4220,7 +4184,7 @@ " 2013 (1980)\n", " \n", " \n", - " 339\n", + " 336\n", " NEE\n", " NextEra Energy\n", " reports\n", @@ -4232,7 +4196,7 @@ " 1984 (1925)\n", " \n", " \n", - " 340\n", + " 337\n", " NLSN\n", " Nielsen Holdings\n", " reports\n", @@ -4244,7 +4208,7 @@ " 1923\n", " \n", " \n", - " 341\n", + " 338\n", " NKE\n", " Nike, Inc.\n", " reports\n", @@ -4256,7 +4220,7 @@ " 1964\n", " \n", " \n", - " 342\n", + " 339\n", " NI\n", " NiSource Inc.\n", " reports\n", @@ -4268,19 +4232,7 @@ " 1912\n", " \n", " \n", - " 343\n", - " NBL\n", - " Noble Energy\n", - " reports\n", - " Energy\n", - " Oil & Gas Exploration & Production\n", - " Houston, Texas\n", - " 2007-10-08\n", - " 72207\n", - " 1932\n", - " \n", - " \n", - " 344\n", + " 340\n", " NSC\n", " Norfolk Southern Corp.\n", " reports\n", @@ -4292,7 +4244,7 @@ " 1881/1894 (1980)\n", " \n", " \n", - " 345\n", + " 341\n", " NTRS\n", " Northern Trust Corp.\n", " reports\n", @@ -4304,7 +4256,7 @@ " 1889\n", " \n", " \n", - " 346\n", + " 342\n", " NOC\n", " Northrop Grumman\n", " reports\n", @@ -4316,7 +4268,7 @@ " 1994 (Northrop 1939, Grumman 1930)\n", " \n", " \n", - " 347\n", + " 343\n", " NLOK\n", " NortonLifeLock\n", " reports\n", @@ -4328,7 +4280,7 @@ " 1982\n", " \n", " \n", - " 348\n", + " 344\n", " NCLH\n", " Norwegian Cruise Line Holdings\n", " reports\n", @@ -4340,7 +4292,7 @@ " 2011 (1966)\n", " \n", " \n", - " 349\n", + " 345\n", " NRG\n", " NRG Energy\n", " reports\n", @@ -4352,7 +4304,7 @@ " 1992\n", " \n", " \n", - " 350\n", + " 346\n", " NUE\n", " Nucor Corp.\n", " reports\n", @@ -4364,7 +4316,7 @@ " 1940\n", " \n", " \n", - " 351\n", + " 347\n", " NVDA\n", " Nvidia Corporation\n", " reports\n", @@ -4376,7 +4328,7 @@ " 1993\n", " \n", " \n", - " 352\n", + " 348\n", " NVR\n", " NVR, Inc.\n", " reports\n", @@ -4388,7 +4340,7 @@ " 1980\n", " \n", " \n", - " 353\n", + " 349\n", " ORLY\n", " O'Reilly Automotive\n", " reports\n", @@ -4400,7 +4352,7 @@ " 1957\n", " \n", " \n", - " 354\n", + " 350\n", " OXY\n", " Occidental Petroleum\n", " reports\n", @@ -4412,7 +4364,7 @@ " 1920\n", " \n", " \n", - " 355\n", + " 351\n", " ODFL\n", " Old Dominion Freight Line\n", " reports\n", @@ -4424,7 +4376,7 @@ " 1934\n", " \n", " \n", - " 356\n", + " 352\n", " OMC\n", " Omnicom Group\n", " reports\n", @@ -4436,7 +4388,7 @@ " 1986\n", " \n", " \n", - " 357\n", + " 353\n", " OKE\n", " ONEOK\n", " reports\n", @@ -4448,7 +4400,7 @@ " 1906\n", " \n", " \n", - " 358\n", + " 354\n", " ORCL\n", " Oracle Corp.\n", " reports\n", @@ -4460,7 +4412,7 @@ " 1977\n", " \n", " \n", - " 359\n", + " 355\n", " OTIS\n", " Otis Worldwide\n", " reports\n", @@ -4472,7 +4424,7 @@ " 2020 (1853)\n", " \n", " \n", - " 360\n", + " 356\n", " PCAR\n", " PACCAR Inc.\n", " reports\n", @@ -4484,7 +4436,7 @@ " 1905\n", " \n", " \n", - " 361\n", + " 357\n", " PKG\n", " Packaging Corporation of America\n", " reports\n", @@ -4496,7 +4448,7 @@ " 1959\n", " \n", " \n", - " 362\n", + " 358\n", " PH\n", " Parker-Hannifin\n", " reports\n", @@ -4508,7 +4460,7 @@ " 1917\n", " \n", " \n", - " 363\n", + " 359\n", " PAYX\n", " Paychex Inc.\n", " reports\n", @@ -4520,7 +4472,7 @@ " 1971\n", " \n", " \n", - " 364\n", + " 360\n", " PAYC\n", " Paycom\n", " reports\n", @@ -4532,7 +4484,7 @@ " 1998\n", " \n", " \n", - " 365\n", + " 361\n", " PYPL\n", " PayPal\n", " reports\n", @@ -4544,7 +4496,7 @@ " 1998\n", " \n", " \n", - " 366\n", + " 362\n", " PNR\n", " Pentair plc\n", " reports\n", @@ -4556,7 +4508,7 @@ " 1966\n", " \n", " \n", - " 367\n", + " 363\n", " PBCT\n", " People's United Financial\n", " reports\n", @@ -4568,7 +4520,7 @@ " 1842\n", " \n", " \n", - " 368\n", + " 364\n", " PEP\n", " PepsiCo Inc.\n", " reports\n", @@ -4580,7 +4532,7 @@ " 1898\n", " \n", " \n", - " 369\n", + " 365\n", " PKI\n", " PerkinElmer\n", " reports\n", @@ -4592,7 +4544,7 @@ " 1937\n", " \n", " \n", - " 370\n", + " 366\n", " PRGO\n", " Perrigo\n", " reports\n", @@ -4604,7 +4556,7 @@ " 2013 (1887)\n", " \n", " \n", - " 371\n", + " 367\n", " PFE\n", " Pfizer Inc.\n", " reports\n", @@ -4616,7 +4568,7 @@ " 1849\n", " \n", " \n", - " 372\n", + " 368\n", " PM\n", " Philip Morris International\n", " reports\n", @@ -4628,7 +4580,7 @@ " 2008 (1847)\n", " \n", " \n", - " 373\n", + " 369\n", " PSX\n", " Phillips 66\n", " reports\n", @@ -4640,7 +4592,7 @@ " 2012 (1917)\n", " \n", " \n", - " 374\n", + " 370\n", " PNW\n", " Pinnacle West Capital\n", " reports\n", @@ -4652,7 +4604,7 @@ " 1985\n", " \n", " \n", - " 375\n", + " 371\n", " PXD\n", " Pioneer Natural Resources\n", " reports\n", @@ -4664,7 +4616,7 @@ " 1997\n", " \n", " \n", - " 376\n", + " 372\n", " PNC\n", " PNC Financial Services\n", " reports\n", @@ -4676,7 +4628,19 @@ " 1845\n", " \n", " \n", - " 377\n", + " 373\n", + " POOL\n", + " Pool Corporation\n", + " reports\n", + " Consumer Discretionary\n", + " Distributors\n", + " Covington, Louisiana\n", + " 2020-10-07\n", + " 945841\n", + " 1993\n", + " \n", + " \n", + " 374\n", " PPG\n", " PPG Industries\n", " reports\n", @@ -4688,7 +4652,7 @@ " 1883\n", " \n", " \n", - " 378\n", + " 375\n", " PPL\n", " PPL Corp.\n", " reports\n", @@ -4700,7 +4664,7 @@ " 1920\n", " \n", " \n", - " 379\n", + " 376\n", " PFG\n", " Principal Financial Group\n", " reports\n", @@ -4712,7 +4676,7 @@ " 1879\n", " \n", " \n", - " 380\n", + " 377\n", " PG\n", " Procter & Gamble\n", " reports\n", @@ -4724,7 +4688,7 @@ " 1837\n", " \n", " \n", - " 381\n", + " 378\n", " PGR\n", " Progressive Corp.\n", " reports\n", @@ -4736,7 +4700,7 @@ " 1937\n", " \n", " \n", - " 382\n", + " 379\n", " PLD\n", " Prologis\n", " reports\n", @@ -4748,7 +4712,7 @@ " 1983\n", " \n", " \n", - " 383\n", + " 380\n", " PRU\n", " Prudential Financial\n", " reports\n", @@ -4760,7 +4724,7 @@ " 1875\n", " \n", " \n", - " 384\n", + " 381\n", " PEG\n", " Public Service Enterprise Group (PSEG)\n", " reports\n", @@ -4772,7 +4736,7 @@ " 1903\n", " \n", " \n", - " 385\n", + " 382\n", " PSA\n", " Public Storage\n", " reports\n", @@ -4784,7 +4748,7 @@ " 1972\n", " \n", " \n", - " 386\n", + " 383\n", " PHM\n", " PulteGroup\n", " reports\n", @@ -4796,7 +4760,7 @@ " 1956\n", " \n", " \n", - " 387\n", + " 384\n", " PVH\n", " PVH Corp.\n", " reports\n", @@ -4808,7 +4772,7 @@ " 1881\n", " \n", " \n", - " 388\n", + " 385\n", " QRVO\n", " Qorvo\n", " reports\n", @@ -4820,7 +4784,7 @@ " 2015\n", " \n", " \n", - " 389\n", + " 386\n", " PWR\n", " Quanta Services Inc.\n", " reports\n", @@ -4832,7 +4796,7 @@ " 1997\n", " \n", " \n", - " 390\n", + " 387\n", " QCOM\n", " QUALCOMM Inc.\n", " reports\n", @@ -4844,7 +4808,7 @@ " 1985\n", " \n", " \n", - " 391\n", + " 388\n", " DGX\n", " Quest Diagnostics\n", " reports\n", @@ -4856,7 +4820,7 @@ " 1967\n", " \n", " \n", - " 392\n", + " 389\n", " RL\n", " Ralph Lauren Corporation\n", " reports\n", @@ -4868,7 +4832,7 @@ " 1967\n", " \n", " \n", - " 393\n", + " 390\n", " RJF\n", " Raymond James Financial Inc.\n", " reports\n", @@ -4880,7 +4844,7 @@ " 1962\n", " \n", " \n", - " 394\n", + " 391\n", " RTX\n", " Raytheon Technologies\n", " reports\n", @@ -4892,7 +4856,7 @@ " 1922\n", " \n", " \n", - " 395\n", + " 392\n", " O\n", " Realty Income Corporation\n", " reports\n", @@ -4904,7 +4868,7 @@ " 1969\n", " \n", " \n", - " 396\n", + " 393\n", " REG\n", " Regency Centers Corporation\n", " reports\n", @@ -4916,7 +4880,7 @@ " 1963\n", " \n", " \n", - " 397\n", + " 394\n", " REGN\n", " Regeneron Pharmaceuticals\n", " reports\n", @@ -4928,7 +4892,7 @@ " 1988\n", " \n", " \n", - " 398\n", + " 395\n", " RF\n", " Regions Financial Corp.\n", " reports\n", @@ -4940,7 +4904,7 @@ " 1971\n", " \n", " \n", - " 399\n", + " 396\n", " RSG\n", " Republic Services Inc\n", " reports\n", @@ -4952,7 +4916,7 @@ " 1998 (1981)\n", " \n", " \n", - " 400\n", + " 397\n", " RMD\n", " ResMed\n", " reports\n", @@ -4964,7 +4928,7 @@ " 1989\n", " \n", " \n", - " 401\n", + " 398\n", " RHI\n", " Robert Half International\n", " reports\n", @@ -4976,7 +4940,7 @@ " 1948\n", " \n", " \n", - " 402\n", + " 399\n", " ROK\n", " Rockwell Automation Inc.\n", " reports\n", @@ -4988,7 +4952,7 @@ " 1903\n", " \n", " \n", - " 403\n", + " 400\n", " ROL\n", " Rollins Inc.\n", " reports\n", @@ -5000,7 +4964,7 @@ " 1948\n", " \n", " \n", - " 404\n", + " 401\n", " ROP\n", " Roper Technologies\n", " reports\n", @@ -5012,7 +4976,7 @@ " NaN\n", " \n", " \n", - " 405\n", + " 402\n", " ROST\n", " Ross Stores\n", " reports\n", @@ -5024,7 +4988,7 @@ " 1982\n", " \n", " \n", - " 406\n", + " 403\n", " RCL\n", " Royal Caribbean Group\n", " reports\n", @@ -5036,7 +5000,7 @@ " 1997\n", " \n", " \n", - " 407\n", + " 404\n", " SPGI\n", " S&P Global, Inc.\n", " reports\n", @@ -5048,7 +5012,7 @@ " 1917\n", " \n", " \n", - " 408\n", + " 405\n", " CRM\n", " Salesforce.com\n", " reports\n", @@ -5060,7 +5024,7 @@ " 1999\n", " \n", " \n", - " 409\n", + " 406\n", " SBAC\n", " SBA Communications\n", " reports\n", @@ -5069,10 +5033,10 @@ " Boca Raton, Florida\n", " 2017-09-01\n", " 1034054\n", - " NaN\n", + " 1989\n", " \n", " \n", - " 410\n", + " 407\n", " SLB\n", " Schlumberger Ltd.\n", " reports\n", @@ -5084,7 +5048,7 @@ " 1926\n", " \n", " \n", - " 411\n", + " 408\n", " STX\n", " Seagate Technology\n", " reports\n", @@ -5096,7 +5060,7 @@ " 1979\n", " \n", " \n", - " 412\n", + " 409\n", " SEE\n", " Sealed Air\n", " reports\n", @@ -5108,7 +5072,7 @@ " 1960\n", " \n", " \n", - " 413\n", + " 410\n", " SRE\n", " Sempra Energy\n", " reports\n", @@ -5120,7 +5084,7 @@ " 1998\n", " \n", " \n", - " 414\n", + " 411\n", " NOW\n", " ServiceNow\n", " reports\n", @@ -5132,7 +5096,7 @@ " 2003\n", " \n", " \n", - " 415\n", + " 412\n", " SHW\n", " Sherwin-Williams\n", " reports\n", @@ -5144,7 +5108,7 @@ " 1866\n", " \n", " \n", - " 416\n", + " 413\n", " SPG\n", " Simon Property Group Inc\n", " reports\n", @@ -5156,7 +5120,7 @@ " 2003\n", " \n", " \n", - " 417\n", + " 414\n", " SWKS\n", " Skyworks Solutions\n", " reports\n", @@ -5168,7 +5132,7 @@ " 2002\n", " \n", " \n", - " 418\n", + " 415\n", " SLG\n", " SL Green Realty\n", " reports\n", @@ -5180,7 +5144,7 @@ " 1997\n", " \n", " \n", - " 419\n", + " 416\n", " SNA\n", " Snap-on\n", " reports\n", @@ -5192,7 +5156,7 @@ " 1920\n", " \n", " \n", - " 420\n", + " 417\n", " SO\n", " Southern Company\n", " reports\n", @@ -5204,7 +5168,7 @@ " 1945\n", " \n", " \n", - " 421\n", + " 418\n", " LUV\n", " Southwest Airlines\n", " reports\n", @@ -5216,7 +5180,7 @@ " 1967\n", " \n", " \n", - " 422\n", + " 419\n", " SWK\n", " Stanley Black & Decker\n", " reports\n", @@ -5228,7 +5192,7 @@ " 1843\n", " \n", " \n", - " 423\n", + " 420\n", " SBUX\n", " Starbucks Corp.\n", " reports\n", @@ -5240,7 +5204,7 @@ " 1971\n", " \n", " \n", - " 424\n", + " 421\n", " STT\n", " State Street Corp.\n", " reports\n", @@ -5252,7 +5216,7 @@ " 1792\n", " \n", " \n", - " 425\n", + " 422\n", " STE\n", " STERIS plc\n", " reports\n", @@ -5264,7 +5228,7 @@ " 1985\n", " \n", " \n", - " 426\n", + " 423\n", " SYK\n", " Stryker Corp.\n", " reports\n", @@ -5276,7 +5240,7 @@ " 1941\n", " \n", " \n", - " 427\n", + " 424\n", " SIVB\n", " SVB Financial\n", " reports\n", @@ -5288,7 +5252,7 @@ " 1983\n", " \n", " \n", - " 428\n", + " 425\n", " SYF\n", " Synchrony Financial\n", " reports\n", @@ -5300,7 +5264,7 @@ " 2003\n", " \n", " \n", - " 429\n", + " 426\n", " SNPS\n", " Synopsys Inc.\n", " reports\n", @@ -5312,7 +5276,7 @@ " 1986\n", " \n", " \n", - " 430\n", + " 427\n", " SYY\n", " Sysco Corp.\n", " reports\n", @@ -5324,7 +5288,7 @@ " 1969\n", " \n", " \n", - " 431\n", + " 428\n", " TMUS\n", " T-Mobile US\n", " reports\n", @@ -5336,7 +5300,7 @@ " 1994\n", " \n", " \n", - " 432\n", + " 429\n", " TROW\n", " T. Rowe Price Group\n", " reports\n", @@ -5348,7 +5312,7 @@ " 1937\n", " \n", " \n", - " 433\n", + " 430\n", " TTWO\n", " Take-Two Interactive\n", " reports\n", @@ -5360,19 +5324,19 @@ " 1993\n", " \n", " \n", - " 434\n", + " 431\n", " TPR\n", " Tapestry, Inc.\n", " reports\n", " Consumer Discretionary\n", " Apparel, Accessories & Luxury Goods\n", " New York, New York\n", - " NaN\n", + " 2004\n", " 1116132\n", " 2017\n", " \n", " \n", - " 435\n", + " 432\n", " TGT\n", " Target Corp.\n", " reports\n", @@ -5384,7 +5348,7 @@ " 1902\n", " \n", " \n", - " 436\n", + " 433\n", " TEL\n", " TE Connectivity Ltd.\n", " reports\n", @@ -5396,7 +5360,7 @@ " 2007\n", " \n", " \n", - " 437\n", + " 434\n", " FTI\n", " TechnipFMC\n", " reports\n", @@ -5408,7 +5372,7 @@ " 2017 (1958)\n", " \n", " \n", - " 438\n", + " 435\n", " TDY\n", " Teledyne Technologies\n", " reports\n", @@ -5420,7 +5384,7 @@ " 1960\n", " \n", " \n", - " 439\n", + " 436\n", " TFX\n", " Teleflex\n", " reports\n", @@ -5432,7 +5396,19 @@ " 1943\n", " \n", " \n", - " 440\n", + " 437\n", + " TER\n", + " Teradyne\n", + " reports\n", + " Information Technology\n", + " Semiconductor Equipment\n", + " North Reading, Massachusetts\n", + " 2020-09-21\n", + " 97210\n", + " 1960\n", + " \n", + " \n", + " 438\n", " TXN\n", " Texas Instruments\n", " reports\n", @@ -5444,7 +5420,7 @@ " 1930\n", " \n", " \n", - " 441\n", + " 439\n", " TXT\n", " Textron Inc.\n", " reports\n", @@ -5456,7 +5432,7 @@ " 1923\n", " \n", " \n", - " 442\n", + " 440\n", " TMO\n", " Thermo Fisher Scientific\n", " reports\n", @@ -5468,7 +5444,7 @@ " 2006 (1902)\n", " \n", " \n", - " 443\n", + " 441\n", " TIF\n", " Tiffany & Co.\n", " reports\n", @@ -5480,7 +5456,7 @@ " 1837\n", " \n", " \n", - " 444\n", + " 442\n", " TJX\n", " TJX Companies Inc.\n", " reports\n", @@ -5492,7 +5468,7 @@ " 1987\n", " \n", " \n", - " 445\n", + " 443\n", " TSCO\n", " Tractor Supply Company\n", " reports\n", @@ -5504,7 +5480,7 @@ " 1938\n", " \n", " \n", - " 446\n", + " 444\n", " TT\n", " Trane Technologies plc\n", " reports\n", @@ -5516,7 +5492,7 @@ " 1871\n", " \n", " \n", - " 447\n", + " 445\n", " TDG\n", " TransDigm Group\n", " reports\n", @@ -5528,7 +5504,7 @@ " 1993\n", " \n", " \n", - " 448\n", + " 446\n", " TRV\n", " The Travelers Companies Inc.\n", " reports\n", @@ -5540,7 +5516,7 @@ " 1853\n", " \n", " \n", - " 449\n", + " 447\n", " TFC\n", " Truist Financial\n", " reports\n", @@ -5552,7 +5528,7 @@ " 1872\n", " \n", " \n", - " 450\n", + " 448\n", " TWTR\n", " Twitter, Inc.\n", " reports\n", @@ -5564,7 +5540,7 @@ " 2006\n", " \n", " \n", - " 451\n", + " 449\n", " TYL\n", " Tyler Technologies\n", " reports\n", @@ -5576,7 +5552,7 @@ " 1966\n", " \n", " \n", - " 452\n", + " 450\n", " TSN\n", " Tyson Foods\n", " reports\n", @@ -5588,7 +5564,7 @@ " 1935\n", " \n", " \n", - " 453\n", + " 451\n", " UDR\n", " UDR, Inc.\n", " reports\n", @@ -5600,7 +5576,7 @@ " 1972\n", " \n", " \n", - " 454\n", + " 452\n", " ULTA\n", " Ulta Beauty\n", " reports\n", @@ -5612,7 +5588,7 @@ " 1990\n", " \n", " \n", - " 455\n", + " 453\n", " USB\n", " U.S. Bancorp\n", " reports\n", @@ -5624,7 +5600,7 @@ " 1968\n", " \n", " \n", - " 456\n", + " 454\n", " UAA\n", " Under Armour (Class A)\n", " reports\n", @@ -5636,7 +5612,7 @@ " 1996\n", " \n", " \n", - " 457\n", + " 455\n", " UA\n", " Under Armour (Class C)\n", " reports\n", @@ -5648,7 +5624,7 @@ " 1996\n", " \n", " \n", - " 458\n", + " 456\n", " UNP\n", " Union Pacific Corp\n", " reports\n", @@ -5660,7 +5636,7 @@ " 1862\n", " \n", " \n", - " 459\n", + " 457\n", " UAL\n", " United Airlines Holdings\n", " reports\n", @@ -5672,9 +5648,9 @@ " 1967\n", " \n", " \n", - " 460\n", + " 458\n", " UNH\n", - " United Health Group Inc.\n", + " UnitedHealth Group Inc.\n", " reports\n", " Health Care\n", " Managed Health Care\n", @@ -5684,7 +5660,7 @@ " 1977\n", " \n", " \n", - " 461\n", + " 459\n", " UPS\n", " United Parcel Service\n", " reports\n", @@ -5696,7 +5672,7 @@ " 1907\n", " \n", " \n", - " 462\n", + " 460\n", " URI\n", " United Rentals, Inc.\n", " reports\n", @@ -5708,7 +5684,7 @@ " 1997\n", " \n", " \n", - " 463\n", + " 461\n", " UHS\n", " Universal Health Services\n", " reports\n", @@ -5720,7 +5696,7 @@ " 1979\n", " \n", " \n", - " 464\n", + " 462\n", " UNM\n", " Unum Group\n", " reports\n", @@ -5732,19 +5708,7 @@ " 1999\n", " \n", " \n", - " 465\n", - " VFC\n", - " VF Corporation\n", - " reports\n", - " Consumer Discretionary\n", - " Apparel, Accessories & Luxury Goods\n", - " Greensboro, North Carolina\n", - " 1979-06-30\n", - " 103379\n", - " 1899\n", - " \n", - " \n", - " 466\n", + " 463\n", " VLO\n", " Valero Energy\n", " reports\n", @@ -5756,7 +5720,7 @@ " 1980\n", " \n", " \n", - " 467\n", + " 464\n", " VAR\n", " Varian Medical Systems\n", " reports\n", @@ -5768,7 +5732,7 @@ " 1948\n", " \n", " \n", - " 468\n", + " 465\n", " VTR\n", " Ventas Inc\n", " reports\n", @@ -5780,7 +5744,7 @@ " 1998\n", " \n", " \n", - " 469\n", + " 466\n", " VRSN\n", " Verisign Inc.\n", " reports\n", @@ -5792,7 +5756,7 @@ " 1995\n", " \n", " \n", - " 470\n", + " 467\n", " VRSK\n", " Verisk Analytics\n", " reports\n", @@ -5804,7 +5768,7 @@ " 1971\n", " \n", " \n", - " 471\n", + " 468\n", " VZ\n", " Verizon Communications\n", " reports\n", @@ -5816,7 +5780,7 @@ " 1983 (1877)\n", " \n", " \n", - " 472\n", + " 469\n", " VRTX\n", " Vertex Pharmaceuticals Inc\n", " reports\n", @@ -5828,7 +5792,19 @@ " 1989\n", " \n", " \n", - " 473\n", + " 470\n", + " VFC\n", + " VF Corporation\n", + " reports\n", + " Consumer Discretionary\n", + " Apparel, Accessories & Luxury Goods\n", + " Greensboro, North Carolina\n", + " 1979-06-30\n", + " 103379\n", + " 1899\n", + " \n", + " \n", + " 471\n", " VIAC\n", " ViacomCBS\n", " reports\n", @@ -5836,11 +5812,23 @@ " Movies & Entertainment\n", " New York, New York\n", " NaN\n", - " 1339947\n", + " 813828\n", " 2019 (1952)\n", " \n", " \n", - " 474\n", + " 472\n", + " VTRS\n", + " Viatris\n", + " reports\n", + " Health Care\n", + " Pharmaceuticals\n", + " Pittsburgh, Pennsylvania\n", + " 2004-04-23\n", + " 1792044\n", + " 1961\n", + " \n", + " \n", + " 473\n", " V\n", " Visa Inc.\n", " reports\n", @@ -5852,6 +5840,18 @@ " 1958\n", " \n", " \n", + " 474\n", + " VNT\n", + " Vontier\n", + " reports\n", + " Information Technology\n", + " Electronic Equipment & Instruments\n", + " Raleigh, North Carolina\n", + " 2020-10-09\n", + " 1786842\n", + " 2019\n", + " \n", + " \n", " 475\n", " VNO\n", " Vornado Realty Trust\n", @@ -5890,7 +5890,7 @@ " \n", " 478\n", " WAB\n", - " Wabtec Corporation\n", + " Westinghouse Air Brake Technologies Corp\n", " reports\n", " Industrials\n", " Construction Machinery & Heavy Trucks\n", @@ -5932,7 +5932,7 @@ " Movies & Entertainment\n", " Burbank, California\n", " 1976-06-30\n", - " 1001039\n", + " 1744489\n", " 1923\n", " \n", " \n", @@ -6014,7 +6014,7 @@ " reports\n", " Information Technology\n", " Technology Hardware, Storage & Peripherals\n", - " Irvine, California\n", + " San Jose, California\n", " 2009-07-01\n", " 106040\n", " 1970\n", @@ -6038,9 +6038,9 @@ " reports\n", " Materials\n", " Paper Packaging\n", - " Richmond, Virginia\n", + " Atlanta, Georgia\n", " NaN\n", - " 1636023\n", + " 1732845\n", " 2015\n", " \n", " \n", @@ -6124,7 +6124,7 @@ " Technology Hardware, Storage & Peripherals\n", " Norwalk, Connecticut\n", " NaN\n", - " 108772\n", + " 1770450\n", " 1906\n", " \n", " \n", @@ -6178,7 +6178,7 @@ " \n", " 502\n", " ZBH\n", - " Zimmer Biomet Holdings\n", + " Zimmer Biomet\n", " reports\n", " Health Care\n", " Health Care Equipment\n", @@ -6216,514 +6216,514 @@ "" ], "text/plain": [ - " Symbol Security SEC filings \\\n", - "0 MMM 3M Company reports \n", - "1 ABT Abbott Laboratories reports \n", - "2 ABBV AbbVie Inc. reports \n", - "3 ABMD ABIOMED Inc reports \n", - "4 ACN Accenture plc reports \n", - "5 ATVI Activision Blizzard reports \n", - "6 ADBE Adobe Inc. reports \n", - "7 AMD Advanced Micro Devices Inc reports \n", - "8 AAP Advance Auto Parts reports \n", - "9 AES AES Corp reports \n", - "10 AFL AFLAC Inc reports \n", - "11 A Agilent Technologies Inc reports \n", - "12 APD Air Products & Chemicals Inc reports \n", - "13 AKAM Akamai Technologies Inc reports \n", - "14 ALK Alaska Air Group Inc reports \n", - "15 ALB Albemarle Corp reports \n", - "16 ARE Alexandria Real Estate Equities reports \n", - "17 ALXN Alexion Pharmaceuticals reports \n", - "18 ALGN Align Technology reports \n", - "19 ALLE Allegion reports \n", - "20 LNT Alliant Energy Corp reports \n", - "21 ALL Allstate Corp reports \n", - "22 GOOGL Alphabet Inc. (Class A) reports \n", - "23 GOOG Alphabet Inc. (Class C) reports \n", - "24 MO Altria Group Inc reports \n", - "25 AMZN Amazon.com Inc. reports \n", - "26 AMCR Amcor plc reports \n", - "27 AEE Ameren Corp reports \n", - "28 AAL American Airlines Group reports \n", - "29 AEP American Electric Power reports \n", - "30 AXP American Express Co reports \n", - "31 AIG American International Group reports \n", - "32 AMT American Tower Corp. reports \n", - "33 AWK American Water Works Company Inc reports \n", - "34 AMP Ameriprise Financial reports \n", - "35 ABC AmerisourceBergen Corp reports \n", - "36 AME AMETEK Inc. reports \n", - "37 AMGN Amgen Inc. reports \n", - "38 APH Amphenol Corp reports \n", - "39 ADI Analog Devices, Inc. reports \n", - "40 ANSS ANSYS reports \n", - "41 ANTM Anthem reports \n", - "42 AON Aon plc reports \n", - "43 AOS A.O. Smith Corp reports \n", - "44 APA Apache Corporation reports \n", - "45 AIV Apartment Investment & Management reports \n", - "46 AAPL Apple Inc. reports \n", - "47 AMAT Applied Materials Inc. reports \n", - "48 APTV Aptiv PLC reports \n", - "49 ADM Archer-Daniels-Midland Co reports \n", - "50 ANET Arista Networks reports \n", - "51 AJG Arthur J. Gallagher & Co. reports \n", - "52 AIZ Assurant reports \n", - "53 T AT&T Inc. reports \n", - "54 ATO Atmos Energy reports \n", - "55 ADSK Autodesk Inc. reports \n", - "56 ADP Automatic Data Processing reports \n", - "57 AZO AutoZone Inc reports \n", - "58 AVB AvalonBay Communities reports \n", - "59 AVY Avery Dennison Corp reports \n", - "60 BKR Baker Hughes Co reports \n", - "61 BLL Ball Corp reports \n", - "62 BAC Bank of America Corp reports \n", - "63 BK The Bank of New York Mellon reports \n", - "64 BAX Baxter International Inc. reports \n", - "65 BDX Becton Dickinson reports \n", - "66 BRK.B Berkshire Hathaway reports \n", - "67 BBY Best Buy Co. Inc. reports \n", - "68 BIO Bio-Rad Laboratories reports \n", - "69 BIIB Biogen Inc. reports \n", - "70 BLK BlackRock reports \n", - "71 BA Boeing Company reports \n", - "72 BKNG Booking Holdings Inc 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 Inc. reports \n", - "78 BR Broadridge Financial Solutions reports \n", - "79 BF.B Brown-Forman Corp. reports \n", - "80 CHRW C. H. Robinson Worldwide reports \n", - "81 COG Cabot Oil & Gas reports \n", - "82 CDNS Cadence Design Systems reports \n", - "83 CPB Campbell Soup reports \n", - "84 COF Capital One Financial reports \n", - "85 CAH Cardinal Health Inc. reports \n", - "86 KMX Carmax Inc reports \n", - "87 CCL Carnival Corp. reports \n", - "88 CARR Carrier Global reports \n", - "89 CAT Caterpillar Inc. reports \n", - "90 CBOE Cboe Global Markets reports \n", - "91 CBRE CBRE Group reports \n", - "92 CDW CDW reports \n", - "93 CE Celanese reports \n", - "94 CNC Centene Corporation reports \n", - "95 CNP CenterPoint Energy reports \n", - "96 CTL CenturyLink Inc reports \n", - "97 CERN Cerner reports \n", - "98 CF CF Industries Holdings Inc reports \n", - "99 SCHW Charles Schwab Corporation reports \n", - "100 CHTR Charter Communications reports \n", - "101 CVX Chevron Corp. reports \n", - "102 CMG Chipotle Mexican Grill reports \n", - "103 CB Chubb Limited reports \n", - "104 CHD Church & Dwight reports \n", - "105 CI CIGNA Corp. reports \n", - "106 CINF Cincinnati Financial reports \n", - "107 CTAS Cintas Corporation reports \n", - "108 CSCO Cisco Systems reports \n", - "109 C Citigroup Inc. reports \n", - "110 CFG Citizens Financial Group reports \n", - "111 CTXS Citrix Systems reports \n", - "112 CLX The Clorox Company reports \n", - "113 CME CME Group Inc. reports \n", - "114 CMS CMS Energy reports \n", - "115 KO Coca-Cola Company reports \n", - "116 CTSH Cognizant Technology Solutions reports \n", - "117 CL Colgate-Palmolive reports \n", - "118 CMCSA Comcast Corp. reports \n", - "119 CMA Comerica Inc. reports \n", - "120 CAG Conagra Brands reports \n", - "121 CXO Concho Resources reports \n", - "122 COP ConocoPhillips reports \n", - "123 ED Consolidated Edison reports \n", - "124 STZ Constellation Brands reports \n", - "125 COO The Cooper Companies reports \n", - "126 CPRT Copart Inc reports \n", - "127 GLW Corning Inc. reports \n", - "128 CTVA Corteva reports \n", - "129 COST Costco Wholesale Corp. reports \n", - "130 COTY Coty, Inc reports \n", - "131 CCI Crown Castle International Corp. reports \n", - "132 CSX CSX Corp. reports \n", - "133 CMI Cummins Inc. reports \n", - "134 CVS CVS Health reports \n", - "135 DHI D. R. Horton reports \n", - "136 DHR Danaher Corp. reports \n", - "137 DRI Darden Restaurants reports \n", - "138 DVA DaVita Inc. reports \n", - "139 DE Deere & Co. reports \n", - "140 DAL Delta Air Lines Inc. reports \n", - "141 XRAY Dentsply Sirona reports \n", - "142 DVN Devon Energy reports \n", - "143 DXCM DexCom reports \n", - "144 FANG Diamondback Energy reports \n", - "145 DLR Digital Realty Trust Inc reports \n", - "146 DFS Discover Financial Services reports \n", - "147 DISCA Discovery, Inc. (Class A) reports \n", - "148 DISCK Discovery, Inc. (Class C) reports \n", - "149 DISH Dish Network reports \n", - "150 DG Dollar General reports \n", - "151 DLTR Dollar Tree reports \n", - "152 D Dominion Energy reports \n", - "153 DPZ Domino's Pizza reports \n", - "154 DOV Dover Corporation reports \n", - "155 DOW Dow Inc. reports \n", - "156 DTE DTE Energy Co. reports \n", - "157 DUK Duke Energy reports \n", - "158 DRE Duke Realty Corp reports \n", - "159 DD DuPont de Nemours Inc reports \n", - "160 DXC DXC Technology reports \n", - "161 ETFC E*Trade reports \n", - "162 EMN Eastman Chemical reports \n", - "163 ETN Eaton Corporation reports \n", - "164 EBAY eBay Inc. reports \n", - "165 ECL Ecolab Inc. reports \n", - "166 EIX Edison Int'l reports \n", - "167 EW Edwards Lifesciences reports \n", - "168 EA Electronic Arts reports \n", - "169 EMR Emerson Electric Company reports \n", - "170 ETR Entergy Corp. reports \n", - "171 EOG EOG Resources reports \n", - "172 EFX Equifax Inc. reports \n", - "173 EQIX Equinix reports \n", - "174 EQR Equity Residential reports \n", - "175 ESS Essex Property Trust, Inc. reports \n", - "176 EL Estée Lauder Companies reports \n", - "177 EVRG Evergy reports \n", - "178 ES Eversource Energy reports \n", - "179 RE Everest Re Group Ltd. reports \n", - "180 EXC Exelon Corp. reports \n", - "181 EXPE Expedia Group reports \n", - "182 EXPD Expeditors reports \n", - "183 EXR Extra Space Storage reports \n", - "184 XOM Exxon Mobil Corp. reports \n", - "185 FFIV F5 Networks reports \n", - "186 FB Facebook, Inc. reports \n", - "187 FAST Fastenal Co reports \n", - "188 FRT Federal Realty Investment Trust reports \n", - "189 FDX FedEx Corporation reports \n", - "190 FIS Fidelity National Information Services reports \n", - "191 FITB Fifth Third Bancorp reports \n", - "192 FE FirstEnergy Corp reports \n", - "193 FRC First Republic Bank reports \n", - "194 FISV Fiserv Inc reports \n", - "195 FLT FleetCor Technologies Inc reports \n", - "196 FLIR FLIR Systems reports \n", - "197 FLS Flowserve Corporation reports \n", - "198 FMC FMC Corporation reports \n", - "199 F Ford Motor Company reports \n", - "200 FTNT Fortinet reports \n", - "201 FTV Fortive Corp reports \n", - "202 FBHS Fortune Brands Home & Security reports \n", - "203 FOXA Fox Corporation (Class A) reports \n", - "204 FOX Fox Corporation (Class B) reports \n", - "205 BEN Franklin Resources reports \n", - "206 FCX Freeport-McMoRan Inc. reports \n", - "207 GPS Gap Inc. reports \n", - "208 GRMN Garmin Ltd. reports \n", - "209 IT Gartner Inc reports \n", - "210 GD General Dynamics reports \n", - "211 GE General Electric reports \n", - "212 GIS General Mills reports \n", - "213 GM General Motors reports \n", - "214 GPC Genuine Parts reports \n", - "215 GILD Gilead Sciences reports \n", - "216 GL Globe Life Inc. reports \n", - "217 GPN Global Payments Inc. reports \n", - "218 GS Goldman Sachs Group reports \n", - "219 GWW Grainger (W.W.) Inc. reports \n", - "220 HRB H&R Block reports \n", - "221 HAL Halliburton Co. reports \n", - "222 HBI Hanesbrands Inc reports \n", - "223 HIG Hartford Financial Svc.Gp. reports \n", - "224 HAS Hasbro Inc. reports \n", - "225 HCA HCA Healthcare reports \n", - "226 PEAK Healthpeak Properties reports \n", - "227 HSIC Henry Schein reports \n", - "228 HSY The Hershey Company reports \n", - "229 HES Hess Corporation reports \n", - "230 HPE Hewlett Packard Enterprise reports \n", - "231 HLT Hilton Worldwide Holdings Inc reports \n", - "232 HFC HollyFrontier Corp reports \n", - "233 HOLX Hologic reports \n", - "234 HD Home Depot reports \n", - "235 HON Honeywell Int'l Inc. reports \n", - "236 HRL Hormel Foods Corp. reports \n", - "237 HST Host Hotels & Resorts reports \n", - "238 HWM Howmet Aerospace reports \n", - "239 HPQ HP Inc. reports \n", - "240 HUM Humana Inc. 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 Ltd. reports \n", - "246 ITW Illinois Tool Works reports \n", - "247 ILMN Illumina Inc reports \n", - "248 INCY Incyte reports \n", - "249 IR Ingersoll Rand reports \n", - "250 INTC Intel Corp. reports \n", - "251 ICE Intercontinental Exchange reports \n", - "252 IBM International Business Machines reports \n", - "253 IP International Paper reports \n", - "254 IPG Interpublic Group reports \n", - "255 IFF International Flavors & Fragrances reports \n", - "256 INTU Intuit Inc. reports \n", - "257 ISRG Intuitive Surgical Inc. reports \n", - "258 IVZ Invesco Ltd. reports \n", - "259 IPGP IPG Photonics Corp. reports \n", - "260 IQV IQVIA Holdings Inc. reports \n", - "261 IRM Iron Mountain Incorporated reports \n", - "262 JKHY Jack Henry & Associates reports \n", - "263 J Jacobs Engineering Group reports \n", - "264 JBHT J. B. Hunt Transport Services reports \n", - "265 SJM JM Smucker reports \n", - "266 JNJ Johnson & Johnson reports \n", - "267 JCI Johnson Controls International reports \n", - "268 JPM JPMorgan Chase & Co. reports \n", - "269 JNPR Juniper Networks reports \n", - "270 KSU Kansas City Southern reports \n", - "271 K Kellogg Co. reports \n", - "272 KEY KeyCorp reports \n", - "273 KEYS Keysight Technologies reports \n", - "274 KMB Kimberly-Clark reports \n", - "275 KIM Kimco Realty reports \n", - "276 KMI Kinder Morgan reports \n", - "277 KLAC KLA Corporation reports \n", - "278 KSS Kohl's Corp. reports \n", - "279 KHC Kraft Heinz Co reports \n", - "280 KR Kroger Co. reports \n", - "281 LB L Brands Inc. reports \n", - "282 LHX L3Harris Technologies reports \n", - "283 LH Laboratory Corp. of America Holding reports \n", - "284 LRCX Lam Research reports \n", - "285 LW Lamb Weston Holdings Inc reports \n", - "286 LVS Las Vegas Sands reports \n", - "287 LEG Leggett & Platt reports \n", - "288 LDOS Leidos Holdings reports \n", - "289 LEN Lennar Corp. reports \n", - "290 LLY Lilly (Eli) & Co. reports \n", - "291 LNC Lincoln National reports \n", - "292 LIN Linde plc reports \n", - "293 LYV Live Nation Entertainment reports \n", - "294 LKQ LKQ Corporation reports \n", - "295 LMT Lockheed Martin Corp. reports \n", - "296 L Loews Corp. reports \n", - "297 LOW Lowe's Cos. reports \n", - "298 LYB LyondellBasell reports \n", - "299 MTB M&T Bank Corp. reports \n", - "300 MRO Marathon Oil Corp. reports \n", - "301 MPC Marathon Petroleum reports \n", - "302 MKTX MarketAxess reports \n", - "303 MAR Marriott Int'l. reports \n", - "304 MMC Marsh & McLennan reports \n", - "305 MLM Martin Marietta Materials reports \n", - "306 MAS Masco Corp. reports \n", - "307 MA Mastercard Inc. reports \n", - "308 MKC McCormick & Co. reports \n", - "309 MXIM Maxim Integrated Products Inc reports \n", - "310 MCD McDonald's Corp. reports \n", - "311 MCK McKesson Corp. reports \n", - "312 MDT Medtronic plc reports \n", - "313 MRK Merck & Co. reports \n", - "314 MET MetLife Inc. reports \n", - "315 MTD Mettler Toledo reports \n", - "316 MGM MGM Resorts International reports \n", - "317 MCHP Microchip Technology reports \n", - "318 MU Micron Technology reports \n", - "319 MSFT Microsoft Corp. reports \n", - "320 MAA Mid-America Apartments reports \n", - "321 MHK Mohawk Industries reports \n", - "322 TAP Molson Coors Beverage Company reports \n", - "323 MDLZ Mondelez International reports \n", - "324 MNST Monster Beverage reports \n", - "325 MCO Moody's Corp reports \n", - "326 MS Morgan Stanley reports \n", - "327 MOS The Mosaic Company reports \n", - "328 MSI Motorola Solutions Inc. reports \n", - "329 MSCI MSCI Inc reports \n", - "330 MYL Mylan N.V. reports \n", - "331 NDAQ Nasdaq, Inc. reports \n", - "332 NOV National Oilwell Varco Inc. reports \n", - "333 NTAP NetApp reports \n", - "334 NFLX Netflix Inc. reports \n", - "335 NWL Newell Brands reports \n", - "336 NEM Newmont Corporation reports \n", - "337 NWSA News Corp. Class A reports \n", - "338 NWS News Corp. Class B reports \n", - "339 NEE NextEra Energy reports \n", - "340 NLSN Nielsen Holdings reports \n", - "341 NKE Nike, Inc. reports \n", - "342 NI NiSource Inc. reports \n", - "343 NBL Noble Energy reports \n", - "344 NSC Norfolk Southern Corp. reports \n", - "345 NTRS Northern Trust Corp. reports \n", - "346 NOC Northrop Grumman reports \n", - "347 NLOK NortonLifeLock reports \n", - "348 NCLH Norwegian Cruise Line Holdings reports \n", - "349 NRG NRG Energy reports \n", - "350 NUE Nucor Corp. reports \n", - "351 NVDA Nvidia Corporation reports \n", - "352 NVR NVR, Inc. reports \n", - "353 ORLY O'Reilly Automotive reports \n", - "354 OXY Occidental Petroleum reports \n", - "355 ODFL Old Dominion Freight Line reports \n", - "356 OMC Omnicom Group reports \n", - "357 OKE ONEOK reports \n", - "358 ORCL Oracle Corp. reports \n", - "359 OTIS Otis Worldwide reports \n", - "360 PCAR PACCAR Inc. reports \n", - "361 PKG Packaging Corporation of America reports \n", - "362 PH Parker-Hannifin reports \n", - "363 PAYX Paychex Inc. reports \n", - "364 PAYC Paycom reports \n", - "365 PYPL PayPal reports \n", - "366 PNR Pentair plc reports \n", - "367 PBCT People's United Financial reports \n", - "368 PEP PepsiCo Inc. reports \n", - "369 PKI PerkinElmer reports \n", - "370 PRGO Perrigo reports \n", - "371 PFE Pfizer Inc. reports \n", - "372 PM Philip Morris International reports \n", - "373 PSX Phillips 66 reports \n", - "374 PNW Pinnacle West Capital reports \n", - "375 PXD Pioneer Natural Resources reports \n", - "376 PNC PNC Financial Services reports \n", - "377 PPG PPG Industries reports \n", - "378 PPL PPL Corp. reports \n", - "379 PFG Principal Financial Group reports \n", - "380 PG Procter & Gamble reports \n", - "381 PGR Progressive Corp. reports \n", - "382 PLD Prologis reports \n", - "383 PRU Prudential Financial reports \n", - "384 PEG Public Service Enterprise Group (PSEG) reports \n", - "385 PSA Public Storage reports \n", - "386 PHM PulteGroup reports \n", - "387 PVH PVH Corp. reports \n", - "388 QRVO Qorvo reports \n", - "389 PWR Quanta Services Inc. reports \n", - "390 QCOM QUALCOMM Inc. reports \n", - "391 DGX Quest Diagnostics reports \n", - "392 RL Ralph Lauren Corporation reports \n", - "393 RJF Raymond James Financial Inc. reports \n", - "394 RTX Raytheon Technologies reports \n", - "395 O Realty Income Corporation reports \n", - "396 REG Regency Centers Corporation reports \n", - "397 REGN Regeneron Pharmaceuticals reports \n", - "398 RF Regions Financial Corp. reports \n", - "399 RSG Republic Services Inc reports \n", - "400 RMD ResMed reports \n", - "401 RHI Robert Half International reports \n", - "402 ROK Rockwell Automation Inc. reports \n", - "403 ROL Rollins Inc. reports \n", - "404 ROP Roper Technologies reports \n", - "405 ROST Ross Stores reports \n", - "406 RCL Royal Caribbean Group reports \n", - "407 SPGI S&P Global, Inc. reports \n", - "408 CRM Salesforce.com reports \n", - "409 SBAC SBA Communications reports \n", - "410 SLB Schlumberger Ltd. reports \n", - "411 STX Seagate Technology reports \n", - "412 SEE Sealed Air reports \n", - "413 SRE Sempra Energy reports \n", - "414 NOW ServiceNow reports \n", - "415 SHW Sherwin-Williams reports \n", - "416 SPG Simon Property Group Inc reports \n", - "417 SWKS Skyworks Solutions reports \n", - "418 SLG SL Green Realty reports \n", - "419 SNA Snap-on reports \n", - "420 SO Southern Company reports \n", - "421 LUV Southwest Airlines reports \n", - "422 SWK Stanley Black & Decker reports \n", - "423 SBUX Starbucks Corp. reports \n", - "424 STT State Street Corp. reports \n", - "425 STE STERIS plc reports \n", - "426 SYK Stryker Corp. reports \n", - "427 SIVB SVB Financial reports \n", - "428 SYF Synchrony Financial reports \n", - "429 SNPS Synopsys Inc. reports \n", - "430 SYY Sysco Corp. reports \n", - "431 TMUS T-Mobile US reports \n", - "432 TROW T. Rowe Price Group reports \n", - "433 TTWO Take-Two Interactive reports \n", - "434 TPR Tapestry, Inc. reports \n", - "435 TGT Target Corp. reports \n", - "436 TEL TE Connectivity Ltd. reports \n", - "437 FTI TechnipFMC reports \n", - "438 TDY Teledyne Technologies reports \n", - "439 TFX Teleflex reports \n", - "440 TXN Texas Instruments reports \n", - "441 TXT Textron Inc. reports \n", - "442 TMO Thermo Fisher Scientific reports \n", - "443 TIF Tiffany & Co. reports \n", - "444 TJX TJX Companies Inc. reports \n", - "445 TSCO Tractor Supply Company reports \n", - "446 TT Trane Technologies plc reports \n", - "447 TDG TransDigm Group reports \n", - "448 TRV The Travelers Companies Inc. reports \n", - "449 TFC Truist Financial reports \n", - "450 TWTR Twitter, Inc. reports \n", - "451 TYL Tyler Technologies reports \n", - "452 TSN Tyson Foods reports \n", - "453 UDR UDR, Inc. reports \n", - "454 ULTA Ulta Beauty reports \n", - "455 USB U.S. Bancorp reports \n", - "456 UAA Under Armour (Class A) reports \n", - "457 UA Under Armour (Class C) reports \n", - "458 UNP Union Pacific Corp reports \n", - "459 UAL United Airlines Holdings reports \n", - "460 UNH United Health Group Inc. reports \n", - "461 UPS United Parcel Service reports \n", - "462 URI United Rentals, Inc. reports \n", - "463 UHS Universal Health Services reports \n", - "464 UNM Unum Group reports \n", - "465 VFC VF Corporation reports \n", - "466 VLO Valero Energy reports \n", - "467 VAR Varian Medical Systems reports \n", - "468 VTR Ventas Inc reports \n", - "469 VRSN Verisign Inc. reports \n", - "470 VRSK Verisk Analytics reports \n", - "471 VZ Verizon Communications reports \n", - "472 VRTX Vertex Pharmaceuticals Inc reports \n", - "473 VIAC ViacomCBS reports \n", - "474 V Visa Inc. reports \n", - "475 VNO Vornado Realty Trust reports \n", - "476 VMC Vulcan Materials reports \n", - "477 WRB W. R. Berkley Corporation reports \n", - "478 WAB Wabtec Corporation reports \n", - "479 WMT Walmart reports \n", - "480 WBA Walgreens Boots Alliance reports \n", - "481 DIS The Walt Disney Company reports \n", - "482 WM Waste Management Inc. reports \n", - "483 WAT Waters Corporation reports \n", - "484 WEC WEC Energy Group reports \n", - "485 WFC Wells Fargo reports \n", - "486 WELL Welltower Inc. reports \n", - "487 WST West Pharmaceutical Services reports \n", - "488 WDC Western Digital reports \n", - "489 WU Western Union Co reports \n", - "490 WRK WestRock reports \n", - "491 WY Weyerhaeuser reports \n", - "492 WHR Whirlpool Corp. reports \n", - "493 WMB Williams Companies reports \n", - "494 WLTW Willis Towers Watson reports \n", - "495 WYNN Wynn Resorts Ltd reports \n", - "496 XEL Xcel Energy Inc reports \n", - "497 XRX Xerox reports \n", - "498 XLNX Xilinx reports \n", - "499 XYL Xylem Inc. reports \n", - "500 YUM Yum! Brands Inc reports \n", - "501 ZBRA Zebra Technologies reports \n", - "502 ZBH Zimmer Biomet Holdings reports \n", - "503 ZION Zions Bancorp reports \n", - "504 ZTS Zoetis reports \n", + " Symbol Security SEC filings \\\n", + "0 MMM 3M Company reports \n", + "1 ABT Abbott Laboratories reports \n", + "2 ABBV AbbVie Inc. reports \n", + "3 ABMD ABIOMED Inc reports \n", + "4 ACN Accenture plc reports \n", + "5 ATVI Activision Blizzard reports \n", + "6 ADBE Adobe Inc. reports \n", + "7 AMD Advanced Micro Devices Inc reports \n", + "8 AAP Advance Auto Parts reports \n", + "9 AES AES Corp reports \n", + "10 AFL AFLAC Inc reports \n", + "11 A Agilent Technologies Inc reports \n", + "12 APD Air Products & Chemicals Inc reports \n", + "13 AKAM Akamai Technologies Inc reports \n", + "14 ALK Alaska Air Group Inc reports \n", + "15 ALB Albemarle Corp reports \n", + "16 ARE Alexandria Real Estate Equities reports \n", + "17 ALXN Alexion Pharmaceuticals reports \n", + "18 ALGN Align Technology reports \n", + "19 ALLE Allegion reports \n", + "20 LNT Alliant Energy Corp reports \n", + "21 ALL Allstate Corp reports \n", + "22 GOOGL Alphabet Inc. (Class A) reports \n", + "23 GOOG Alphabet Inc. (Class C) reports \n", + "24 MO Altria Group Inc reports \n", + "25 AMZN Amazon.com Inc. reports \n", + "26 AMCR Amcor plc reports \n", + "27 AEE Ameren Corp reports \n", + "28 AAL American Airlines Group reports \n", + "29 AEP American Electric Power reports \n", + "30 AXP American Express Co reports \n", + "31 AIG American International Group reports \n", + "32 AMT American Tower Corp. reports \n", + "33 AWK American Water Works Company Inc reports \n", + "34 AMP Ameriprise Financial reports \n", + "35 ABC AmerisourceBergen Corp reports \n", + "36 AME AMETEK Inc. reports \n", + "37 AMGN Amgen Inc. reports \n", + "38 APH Amphenol Corp reports \n", + "39 ADI Analog Devices, Inc. reports \n", + "40 ANSS ANSYS reports \n", + "41 ANTM Anthem reports \n", + "42 AON Aon plc reports \n", + "43 AOS A.O. Smith Corp reports \n", + "44 APA Apache Corporation reports \n", + "45 AIV Apartment Investment & Management reports \n", + "46 AAPL Apple Inc. reports \n", + "47 AMAT Applied Materials Inc. reports \n", + "48 APTV Aptiv PLC reports \n", + "49 ADM Archer-Daniels-Midland Co reports \n", + "50 ANET Arista Networks reports \n", + "51 AJG Arthur J. Gallagher & Co. reports \n", + "52 AIZ Assurant reports \n", + "53 T AT&T Inc. reports \n", + "54 ATO Atmos Energy reports \n", + "55 ADSK Autodesk Inc. reports \n", + "56 ADP Automatic Data Processing reports \n", + "57 AZO AutoZone Inc reports \n", + "58 AVB AvalonBay Communities reports \n", + "59 AVY Avery Dennison Corp reports \n", + "60 BKR Baker Hughes Co reports \n", + "61 BLL Ball Corp reports \n", + "62 BAC Bank of America Corp reports \n", + "63 BK The Bank of New York Mellon reports \n", + "64 BAX Baxter International Inc. reports \n", + "65 BDX Becton Dickinson reports \n", + "66 BRK.B Berkshire Hathaway reports \n", + "67 BBY Best Buy Co. Inc. reports \n", + "68 BIO Bio-Rad Laboratories reports \n", + "69 BIIB Biogen Inc. reports \n", + "70 BLK BlackRock reports \n", + "71 BA Boeing Company reports \n", + "72 BKNG Booking Holdings Inc 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 Inc. reports \n", + "78 BR Broadridge Financial Solutions reports \n", + "79 BF.B Brown-Forman Corp. reports \n", + "80 CHRW C. H. Robinson Worldwide reports \n", + "81 COG Cabot Oil & Gas reports \n", + "82 CDNS Cadence Design Systems reports \n", + "83 CPB Campbell Soup reports \n", + "84 COF Capital One Financial reports \n", + "85 CAH Cardinal Health Inc. reports \n", + "86 KMX Carmax Inc reports \n", + "87 CCL Carnival Corp. reports \n", + "88 CARR Carrier Global reports \n", + "89 CTLT Catalent reports \n", + "90 CAT Caterpillar Inc. reports \n", + "91 CBOE Cboe Global Markets reports \n", + "92 CBRE CBRE Group reports \n", + "93 CDW CDW reports \n", + "94 CE Celanese reports \n", + "95 CNC Centene Corporation reports \n", + "96 CNP CenterPoint Energy reports \n", + "97 CERN Cerner reports \n", + "98 CF CF Industries Holdings Inc reports \n", + "99 SCHW Charles Schwab Corporation reports \n", + "100 CHTR Charter Communications reports \n", + "101 CVX Chevron Corp. reports \n", + "102 CMG Chipotle Mexican Grill reports \n", + "103 CB Chubb Limited reports \n", + "104 CHD Church & Dwight reports \n", + "105 CI CIGNA Corp. reports \n", + "106 CINF Cincinnati Financial reports \n", + "107 CTAS Cintas Corporation reports \n", + "108 CSCO Cisco Systems reports \n", + "109 C Citigroup Inc. reports \n", + "110 CFG Citizens Financial Group reports \n", + "111 CTXS Citrix Systems reports \n", + "112 CLX The Clorox Company reports \n", + "113 CME CME Group Inc. reports \n", + "114 CMS CMS Energy reports \n", + "115 KO Coca-Cola Company reports \n", + "116 CTSH Cognizant Technology Solutions reports \n", + "117 CL Colgate-Palmolive reports \n", + "118 CMCSA Comcast Corp. reports \n", + "119 CMA Comerica Inc. reports \n", + "120 CAG Conagra Brands reports \n", + "121 CXO Concho Resources reports \n", + "122 COP ConocoPhillips reports \n", + "123 ED Consolidated Edison reports \n", + "124 STZ Constellation Brands reports \n", + "125 COO The Cooper Companies reports \n", + "126 CPRT Copart Inc reports \n", + "127 GLW Corning Inc. reports \n", + "128 CTVA Corteva reports \n", + "129 COST Costco Wholesale Corp. reports \n", + "130 CCI Crown Castle International Corp. reports \n", + "131 CSX CSX Corp. reports \n", + "132 CMI Cummins Inc. reports \n", + "133 CVS CVS Health reports \n", + "134 DHI D. R. Horton reports \n", + "135 DHR Danaher Corp. reports \n", + "136 DRI Darden Restaurants reports \n", + "137 DVA DaVita Inc. reports \n", + "138 DE Deere & Co. reports \n", + "139 DAL Delta Air Lines Inc. reports \n", + "140 XRAY Dentsply Sirona reports \n", + "141 DVN Devon Energy reports \n", + "142 DXCM DexCom reports \n", + "143 FANG Diamondback Energy reports \n", + "144 DLR Digital Realty Trust Inc reports \n", + "145 DFS Discover Financial Services reports \n", + "146 DISCA Discovery, Inc. (Class A) reports \n", + "147 DISCK Discovery, Inc. (Class C) reports \n", + "148 DISH Dish Network reports \n", + "149 DG Dollar General reports \n", + "150 DLTR Dollar Tree reports \n", + "151 D Dominion Energy reports \n", + "152 DPZ Domino's Pizza reports \n", + "153 DOV Dover Corporation reports \n", + "154 DOW Dow Inc. reports \n", + "155 DTE DTE Energy Co. reports \n", + "156 DUK Duke Energy reports \n", + "157 DRE Duke Realty Corp reports \n", + "158 DD DuPont de Nemours Inc reports \n", + "159 DXC DXC Technology reports \n", + "160 EMN Eastman Chemical reports \n", + "161 ETN Eaton Corporation reports \n", + "162 EBAY eBay Inc. reports \n", + "163 ECL Ecolab Inc. reports \n", + "164 EIX Edison Int'l reports \n", + "165 EW Edwards Lifesciences reports \n", + "166 EA Electronic Arts reports \n", + "167 EMR Emerson Electric Company reports \n", + "168 ETR Entergy Corp. reports \n", + "169 EOG EOG Resources reports \n", + "170 EFX Equifax Inc. reports \n", + "171 EQIX Equinix reports \n", + "172 EQR Equity Residential reports \n", + "173 ESS Essex Property Trust, Inc. reports \n", + "174 EL Estée Lauder Companies reports \n", + "175 ETSY Etsy reports \n", + "176 EVRG Evergy reports \n", + "177 ES Eversource Energy reports \n", + "178 RE Everest Re Group Ltd. reports \n", + "179 EXC Exelon Corp. reports \n", + "180 EXPE Expedia Group reports \n", + "181 EXPD Expeditors reports \n", + "182 EXR Extra Space Storage reports \n", + "183 XOM Exxon Mobil Corp. reports \n", + "184 FFIV F5 Networks reports \n", + "185 FB Facebook, Inc. reports \n", + "186 FAST Fastenal Co reports \n", + "187 FRT Federal Realty Investment Trust reports \n", + "188 FDX FedEx Corporation reports \n", + "189 FIS Fidelity National Information Services reports \n", + "190 FITB Fifth Third Bancorp reports \n", + "191 FE FirstEnergy Corp reports \n", + "192 FRC First Republic Bank reports \n", + "193 FISV Fiserv Inc reports \n", + "194 FLT FleetCor Technologies Inc reports \n", + "195 FLIR FLIR Systems reports \n", + "196 FLS Flowserve Corporation reports \n", + "197 FMC FMC Corporation reports \n", + "198 F Ford Motor Company reports \n", + "199 FTNT Fortinet reports \n", + "200 FTV Fortive Corp reports \n", + "201 FBHS Fortune Brands Home & Security reports \n", + "202 FOXA Fox Corporation (Class A) reports \n", + "203 FOX Fox Corporation (Class B) reports \n", + "204 BEN Franklin Resources reports \n", + "205 FCX Freeport-McMoRan Inc. reports \n", + "206 GPS Gap Inc. reports \n", + "207 GRMN Garmin Ltd. reports \n", + "208 IT Gartner Inc reports \n", + "209 GD General Dynamics reports \n", + "210 GE General Electric reports \n", + "211 GIS General Mills reports \n", + "212 GM General Motors reports \n", + "213 GPC Genuine Parts reports \n", + "214 GILD Gilead Sciences reports \n", + "215 GL Globe Life Inc. reports \n", + "216 GPN Global Payments Inc. reports \n", + "217 GS Goldman Sachs Group reports \n", + "218 GWW Grainger (W.W.) Inc. reports \n", + "219 HAL Halliburton Co. reports \n", + "220 HBI Hanesbrands Inc reports \n", + "221 HIG Hartford Financial Svc.Gp. reports \n", + "222 HAS Hasbro Inc. reports \n", + "223 HCA HCA Healthcare reports \n", + "224 PEAK Healthpeak Properties reports \n", + "225 HSIC Henry Schein reports \n", + "226 HSY The Hershey Company reports \n", + "227 HES Hess Corporation reports \n", + "228 HPE Hewlett Packard Enterprise reports \n", + "229 HLT Hilton Worldwide Holdings Inc reports \n", + "230 HFC HollyFrontier Corp reports \n", + "231 HOLX Hologic reports \n", + "232 HD Home Depot reports \n", + "233 HON Honeywell Int'l Inc. reports \n", + "234 HRL Hormel Foods Corp. reports \n", + "235 HST Host Hotels & Resorts reports \n", + "236 HWM Howmet Aerospace reports \n", + "237 HPQ HP Inc. reports \n", + "238 HUM Humana Inc. reports \n", + "239 HBAN Huntington Bancshares reports \n", + "240 HII Huntington Ingalls Industries reports \n", + "241 IEX IDEX Corporation reports \n", + "242 IDXX IDEXX Laboratories reports \n", + "243 INFO IHS Markit Ltd. reports \n", + "244 ITW Illinois Tool Works reports \n", + "245 ILMN Illumina Inc reports \n", + "246 INCY Incyte reports \n", + "247 IR Ingersoll Rand reports \n", + "248 INTC Intel Corp. reports \n", + "249 ICE Intercontinental Exchange reports \n", + "250 IBM International Business Machines reports \n", + "251 IP International Paper reports \n", + "252 IPG Interpublic Group reports \n", + "253 IFF International Flavors & Fragrances reports \n", + "254 INTU Intuit Inc. reports \n", + "255 ISRG Intuitive Surgical Inc. reports \n", + "256 IVZ Invesco Ltd. reports \n", + "257 IPGP IPG Photonics Corp. reports \n", + "258 IQV IQVIA Holdings Inc. reports \n", + "259 IRM Iron Mountain Incorporated reports \n", + "260 JKHY Jack Henry & Associates reports \n", + "261 J Jacobs Engineering Group reports \n", + "262 JBHT J. B. Hunt Transport Services reports \n", + "263 SJM JM Smucker reports \n", + "264 JNJ Johnson & Johnson reports \n", + "265 JCI Johnson Controls International reports \n", + "266 JPM JPMorgan Chase & Co. reports \n", + "267 JNPR Juniper Networks reports \n", + "268 KSU Kansas City Southern reports \n", + "269 K Kellogg Co. reports \n", + "270 KEY KeyCorp reports \n", + "271 KEYS Keysight Technologies reports \n", + "272 KMB Kimberly-Clark reports \n", + "273 KIM Kimco Realty reports \n", + "274 KMI Kinder Morgan reports \n", + "275 KLAC KLA Corporation reports \n", + "276 KHC Kraft Heinz Co reports \n", + "277 KR Kroger Co. reports \n", + "278 LB L Brands Inc. reports \n", + "279 LHX L3Harris Technologies reports \n", + "280 LH Laboratory Corp. of America Holding reports \n", + "281 LRCX Lam Research reports \n", + "282 LW Lamb Weston Holdings Inc reports \n", + "283 LVS Las Vegas Sands reports \n", + "284 LEG Leggett & Platt reports \n", + "285 LDOS Leidos Holdings reports \n", + "286 LEN Lennar Corp. reports \n", + "287 LLY Lilly (Eli) & Co. reports \n", + "288 LNC Lincoln National reports \n", + "289 LIN Linde plc reports \n", + "290 LYV Live Nation Entertainment reports \n", + "291 LKQ LKQ Corporation reports \n", + "292 LMT Lockheed Martin Corp. reports \n", + "293 L Loews Corp. reports \n", + "294 LOW Lowe's Cos. reports \n", + "295 LUMN Lumen Technologies reports \n", + "296 LYB LyondellBasell reports \n", + "297 MTB M&T Bank Corp. reports \n", + "298 MRO Marathon Oil Corp. reports \n", + "299 MPC Marathon Petroleum reports \n", + "300 MKTX MarketAxess reports \n", + "301 MAR Marriott Int'l. reports \n", + "302 MMC Marsh & McLennan reports \n", + "303 MLM Martin Marietta Materials reports \n", + "304 MAS Masco Corp. reports \n", + "305 MA Mastercard Inc. reports \n", + "306 MKC McCormick & Co. reports \n", + "307 MXIM Maxim Integrated Products Inc reports \n", + "308 MCD McDonald's Corp. reports \n", + "309 MCK McKesson Corp. reports \n", + "310 MDT Medtronic plc reports \n", + "311 MRK Merck & Co. reports \n", + "312 MET MetLife Inc. 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 Corp. reports \n", + "318 MAA Mid-America Apartments reports \n", + "319 MHK Mohawk Industries reports \n", + "320 TAP Molson Coors Beverage Company reports \n", + "321 MDLZ Mondelez International reports \n", + "322 MNST Monster Beverage reports \n", + "323 MCO Moody's Corp reports \n", + "324 MS Morgan Stanley reports \n", + "325 MOS The Mosaic Company reports \n", + "326 MSI Motorola Solutions Inc. reports \n", + "327 MSCI MSCI Inc reports \n", + "328 NDAQ Nasdaq, Inc. reports \n", + "329 NOV National Oilwell Varco Inc. reports \n", + "330 NTAP NetApp reports \n", + "331 NFLX Netflix Inc. reports \n", + "332 NWL Newell Brands reports \n", + "333 NEM Newmont Corporation reports \n", + "334 NWSA News Corp. Class A reports \n", + "335 NWS News Corp. Class B reports \n", + "336 NEE NextEra Energy reports \n", + "337 NLSN Nielsen Holdings reports \n", + "338 NKE Nike, Inc. reports \n", + "339 NI NiSource Inc. reports \n", + "340 NSC Norfolk Southern Corp. reports \n", + "341 NTRS Northern Trust Corp. reports \n", + "342 NOC Northrop Grumman reports \n", + "343 NLOK NortonLifeLock reports \n", + "344 NCLH Norwegian Cruise Line Holdings reports \n", + "345 NRG NRG Energy reports \n", + "346 NUE Nucor Corp. reports \n", + "347 NVDA Nvidia Corporation reports \n", + "348 NVR NVR, Inc. reports \n", + "349 ORLY O'Reilly Automotive reports \n", + "350 OXY Occidental Petroleum reports \n", + "351 ODFL Old Dominion Freight Line reports \n", + "352 OMC Omnicom Group reports \n", + "353 OKE ONEOK reports \n", + "354 ORCL Oracle Corp. reports \n", + "355 OTIS Otis Worldwide reports \n", + "356 PCAR PACCAR Inc. reports \n", + "357 PKG Packaging Corporation of America reports \n", + "358 PH Parker-Hannifin reports \n", + "359 PAYX Paychex Inc. reports \n", + "360 PAYC Paycom reports \n", + "361 PYPL PayPal reports \n", + "362 PNR Pentair plc reports \n", + "363 PBCT People's United Financial reports \n", + "364 PEP PepsiCo Inc. reports \n", + "365 PKI PerkinElmer reports \n", + "366 PRGO Perrigo reports \n", + "367 PFE Pfizer Inc. reports \n", + "368 PM Philip Morris International reports \n", + "369 PSX Phillips 66 reports \n", + "370 PNW Pinnacle West Capital reports \n", + "371 PXD Pioneer Natural Resources reports \n", + "372 PNC PNC Financial Services reports \n", + "373 POOL Pool Corporation reports \n", + "374 PPG PPG Industries reports \n", + "375 PPL PPL Corp. reports \n", + "376 PFG Principal Financial Group reports \n", + "377 PG Procter & Gamble reports \n", + "378 PGR Progressive Corp. reports \n", + "379 PLD Prologis reports \n", + "380 PRU Prudential Financial reports \n", + "381 PEG Public Service Enterprise Group (PSEG) reports \n", + "382 PSA Public Storage reports \n", + "383 PHM PulteGroup reports \n", + "384 PVH PVH Corp. reports \n", + "385 QRVO Qorvo reports \n", + "386 PWR Quanta Services Inc. reports \n", + "387 QCOM QUALCOMM Inc. reports \n", + "388 DGX Quest Diagnostics reports \n", + "389 RL Ralph Lauren Corporation reports \n", + "390 RJF Raymond James Financial Inc. reports \n", + "391 RTX Raytheon Technologies reports \n", + "392 O Realty Income Corporation reports \n", + "393 REG Regency Centers Corporation reports \n", + "394 REGN Regeneron Pharmaceuticals reports \n", + "395 RF Regions Financial Corp. reports \n", + "396 RSG Republic Services Inc reports \n", + "397 RMD ResMed reports \n", + "398 RHI Robert Half International reports \n", + "399 ROK Rockwell Automation Inc. reports \n", + "400 ROL Rollins Inc. reports \n", + "401 ROP Roper Technologies reports \n", + "402 ROST Ross Stores reports \n", + "403 RCL Royal Caribbean Group reports \n", + "404 SPGI S&P Global, Inc. reports \n", + "405 CRM Salesforce.com reports \n", + "406 SBAC SBA Communications reports \n", + "407 SLB Schlumberger Ltd. reports \n", + "408 STX Seagate Technology reports \n", + "409 SEE Sealed Air reports \n", + "410 SRE Sempra Energy reports \n", + "411 NOW ServiceNow reports \n", + "412 SHW Sherwin-Williams reports \n", + "413 SPG Simon Property Group Inc reports \n", + "414 SWKS Skyworks Solutions reports \n", + "415 SLG SL Green Realty reports \n", + "416 SNA Snap-on reports \n", + "417 SO Southern Company reports \n", + "418 LUV Southwest Airlines reports \n", + "419 SWK Stanley Black & Decker reports \n", + "420 SBUX Starbucks Corp. reports \n", + "421 STT State Street Corp. reports \n", + "422 STE STERIS plc reports \n", + "423 SYK Stryker Corp. reports \n", + "424 SIVB SVB Financial reports \n", + "425 SYF Synchrony Financial reports \n", + "426 SNPS Synopsys Inc. reports \n", + "427 SYY Sysco Corp. reports \n", + "428 TMUS T-Mobile US reports \n", + "429 TROW T. Rowe Price Group reports \n", + "430 TTWO Take-Two Interactive reports \n", + "431 TPR Tapestry, Inc. reports \n", + "432 TGT Target Corp. reports \n", + "433 TEL TE Connectivity Ltd. reports \n", + "434 FTI TechnipFMC reports \n", + "435 TDY Teledyne Technologies reports \n", + "436 TFX Teleflex reports \n", + "437 TER Teradyne reports \n", + "438 TXN Texas Instruments reports \n", + "439 TXT Textron Inc. reports \n", + "440 TMO Thermo Fisher Scientific reports \n", + "441 TIF Tiffany & Co. reports \n", + "442 TJX TJX Companies Inc. reports \n", + "443 TSCO Tractor Supply Company reports \n", + "444 TT Trane Technologies plc reports \n", + "445 TDG TransDigm Group reports \n", + "446 TRV The Travelers Companies Inc. reports \n", + "447 TFC Truist Financial reports \n", + "448 TWTR Twitter, Inc. reports \n", + "449 TYL Tyler Technologies reports \n", + "450 TSN Tyson Foods reports \n", + "451 UDR UDR, Inc. reports \n", + "452 ULTA Ulta Beauty reports \n", + "453 USB U.S. Bancorp reports \n", + "454 UAA Under Armour (Class A) reports \n", + "455 UA Under Armour (Class C) reports \n", + "456 UNP Union Pacific Corp reports \n", + "457 UAL United Airlines Holdings reports \n", + "458 UNH UnitedHealth Group Inc. reports \n", + "459 UPS United Parcel Service reports \n", + "460 URI United Rentals, Inc. reports \n", + "461 UHS Universal Health Services reports \n", + "462 UNM Unum Group reports \n", + "463 VLO Valero Energy reports \n", + "464 VAR Varian Medical Systems reports \n", + "465 VTR Ventas Inc reports \n", + "466 VRSN Verisign Inc. reports \n", + "467 VRSK Verisk Analytics reports \n", + "468 VZ Verizon Communications reports \n", + "469 VRTX Vertex Pharmaceuticals Inc reports \n", + "470 VFC VF Corporation reports \n", + "471 VIAC ViacomCBS reports \n", + "472 VTRS Viatris reports \n", + "473 V Visa Inc. reports \n", + "474 VNT Vontier reports \n", + "475 VNO Vornado Realty Trust reports \n", + "476 VMC Vulcan Materials reports \n", + "477 WRB W. R. Berkley Corporation reports \n", + "478 WAB Westinghouse Air Brake Technologies Corp reports \n", + "479 WMT Walmart reports \n", + "480 WBA Walgreens Boots Alliance reports \n", + "481 DIS The Walt Disney Company reports \n", + "482 WM Waste Management Inc. reports \n", + "483 WAT Waters Corporation reports \n", + "484 WEC WEC Energy Group reports \n", + "485 WFC Wells Fargo reports \n", + "486 WELL Welltower Inc. reports \n", + "487 WST West Pharmaceutical Services reports \n", + "488 WDC Western Digital reports \n", + "489 WU Western Union Co reports \n", + "490 WRK WestRock reports \n", + "491 WY Weyerhaeuser reports \n", + "492 WHR Whirlpool Corp. reports \n", + "493 WMB Williams Companies reports \n", + "494 WLTW Willis Towers Watson reports \n", + "495 WYNN Wynn Resorts Ltd reports \n", + "496 XEL Xcel Energy Inc reports \n", + "497 XRX Xerox reports \n", + "498 XLNX Xilinx reports \n", + "499 XYL Xylem Inc. reports \n", + "500 YUM Yum! Brands Inc 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", "\n", - " GICS Sector GICS Sub Industry \\\n", + " GICS Sector GICS Sub-Industry \\\n", "0 Industrials Industrial Conglomerates \n", "1 Health Care Health Care Equipment \n", "2 Health Care Pharmaceuticals \n", @@ -6813,14 +6813,14 @@ "86 Consumer Discretionary Specialty Stores \n", "87 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", "88 Industrials Building Products \n", - "89 Industrials Construction Machinery & Heavy Trucks \n", - "90 Financials Financial Exchanges & Data \n", - "91 Real Estate Real Estate Services \n", - "92 Information Technology Technology Distributors \n", - "93 Materials Specialty Chemicals \n", - "94 Health Care Managed Health Care \n", - "95 Utilities Multi-Utilities \n", - "96 Communication Services Alternative Carriers \n", + "89 Health Care Pharmaceuticals \n", + "90 Industrials Construction Machinery & Heavy Trucks \n", + "91 Financials Financial Exchanges & Data \n", + "92 Real Estate Real Estate Services \n", + "93 Information Technology Technology Distributors \n", + "94 Materials Specialty Chemicals \n", + "95 Health Care Managed Health Care \n", + "96 Utilities Multi-Utilities \n", "97 Health Care Health Care Technology \n", "98 Materials Fertilizers & Agricultural Chemicals \n", "99 Financials Investment Banking & Brokerage \n", @@ -6854,351 +6854,351 @@ "127 Information Technology Electronic Components \n", "128 Materials Fertilizers & Agricultural Chemicals \n", "129 Consumer Staples Hypermarkets & Super Centers \n", - "130 Consumer Staples Personal Products \n", - "131 Real Estate Specialized REITs \n", - "132 Industrials Railroads \n", - "133 Industrials Industrial Machinery \n", - "134 Health Care Health Care Services \n", - "135 Consumer Discretionary Homebuilding \n", - "136 Health Care Health Care Equipment \n", - "137 Consumer Discretionary Restaurants \n", - "138 Health Care Health Care Facilities \n", - "139 Industrials Agricultural & Farm Machinery \n", - "140 Industrials Airlines \n", - "141 Health Care Health Care Supplies \n", - "142 Energy Oil & Gas Exploration & Production \n", - "143 Health Care Health Care Equipment \n", - "144 Energy Oil & Gas Exploration & Production \n", - "145 Real Estate Specialized REITs \n", - "146 Financials Consumer Finance \n", + "130 Real Estate Specialized REITs \n", + "131 Industrials Railroads \n", + "132 Industrials Industrial Machinery \n", + "133 Health Care Health Care Services \n", + "134 Consumer Discretionary Homebuilding \n", + "135 Health Care Health Care Equipment \n", + "136 Consumer Discretionary Restaurants \n", + "137 Health Care Health Care Facilities \n", + "138 Industrials Agricultural & Farm Machinery \n", + "139 Industrials Airlines \n", + "140 Health Care Health Care Supplies \n", + "141 Energy Oil & Gas Exploration & Production \n", + "142 Health Care Health Care Equipment \n", + "143 Energy Oil & Gas Exploration & Production \n", + "144 Real Estate Specialized REITs \n", + "145 Financials Consumer Finance \n", + "146 Communication Services Broadcasting \n", "147 Communication Services Broadcasting \n", - "148 Communication Services Broadcasting \n", - "149 Communication Services Cable & Satellite \n", + "148 Communication Services Cable & Satellite \n", + "149 Consumer Discretionary General Merchandise Stores \n", "150 Consumer Discretionary General Merchandise Stores \n", - "151 Consumer Discretionary General Merchandise Stores \n", - "152 Utilities Electric Utilities \n", - "153 Consumer Discretionary Restaurants \n", - "154 Industrials Industrial Machinery \n", - "155 Materials Commodity Chemicals \n", - "156 Utilities Multi-Utilities \n", - "157 Utilities Electric Utilities \n", - "158 Real Estate Industrial REITs \n", - "159 Materials Specialty Chemicals \n", - "160 Information Technology IT Consulting & Other Services \n", - "161 Financials Investment Banking & Brokerage \n", - "162 Materials Diversified Chemicals \n", - "163 Industrials Electrical Components & Equipment \n", - "164 Consumer Discretionary Internet & Direct Marketing Retail \n", - "165 Materials Specialty Chemicals \n", - "166 Utilities Electric Utilities \n", - "167 Health Care Health Care Equipment \n", - "168 Communication Services Interactive Home Entertainment \n", - "169 Industrials Electrical Components & Equipment \n", - "170 Utilities Electric Utilities \n", - "171 Energy Oil & Gas Exploration & Production \n", - "172 Industrials Research & Consulting Services \n", - "173 Real Estate Specialized REITs \n", - "174 Real Estate Residential REITs \n", - "175 Real Estate Residential REITs \n", - "176 Consumer Staples Personal Products \n", - "177 Utilities Electric Utilities \n", - "178 Utilities Multi-Utilities \n", - "179 Financials Reinsurance \n", - "180 Utilities Multi-Utilities \n", - "181 Consumer Discretionary Internet & Direct Marketing Retail \n", - "182 Industrials Air Freight & Logistics \n", - "183 Real Estate Specialized REITs \n", - "184 Energy Integrated Oil & Gas \n", - "185 Information Technology Communications Equipment \n", - "186 Communication Services Interactive Media & Services \n", - "187 Industrials Building Products \n", - "188 Real Estate Retail REITs \n", - "189 Industrials Air Freight & Logistics \n", - "190 Information Technology Data Processing & Outsourced Services \n", - "191 Financials Regional Banks \n", - "192 Utilities Electric Utilities \n", - "193 Financials Regional Banks \n", + "151 Utilities Electric Utilities \n", + "152 Consumer Discretionary Restaurants \n", + "153 Industrials Industrial Machinery \n", + "154 Materials Commodity Chemicals \n", + "155 Utilities Multi-Utilities \n", + "156 Utilities Electric Utilities \n", + "157 Real Estate Industrial REITs \n", + "158 Materials Specialty Chemicals \n", + "159 Information Technology IT Consulting & Other Services \n", + "160 Materials Diversified Chemicals \n", + "161 Industrials Electrical Components & Equipment \n", + "162 Consumer Discretionary Internet & Direct Marketing Retail \n", + "163 Materials Specialty Chemicals \n", + "164 Utilities Electric Utilities \n", + "165 Health Care Health Care Equipment \n", + "166 Communication Services Interactive Home Entertainment \n", + "167 Industrials Electrical Components & Equipment \n", + "168 Utilities Electric Utilities \n", + "169 Energy Oil & Gas Exploration & Production \n", + "170 Industrials Research & Consulting Services \n", + "171 Real Estate Specialized REITs \n", + "172 Real Estate Residential REITs \n", + "173 Real Estate Residential REITs \n", + "174 Consumer Staples Personal Products \n", + "175 Consumer Discretionary Internet & Direct Marketing Retail \n", + "176 Utilities Electric Utilities \n", + "177 Utilities Multi-Utilities \n", + "178 Financials Reinsurance \n", + "179 Utilities Multi-Utilities \n", + "180 Consumer Discretionary Internet & Direct Marketing Retail \n", + "181 Industrials Air Freight & Logistics \n", + "182 Real Estate Specialized REITs \n", + "183 Energy Integrated Oil & Gas \n", + "184 Information Technology Communications Equipment \n", + "185 Communication Services Interactive Media & Services \n", + "186 Industrials Building Products \n", + "187 Real Estate Retail REITs \n", + "188 Industrials Air Freight & Logistics \n", + "189 Information Technology Data Processing & Outsourced Services \n", + "190 Financials Regional Banks \n", + "191 Utilities Electric Utilities \n", + "192 Financials Regional Banks \n", + "193 Information Technology Data Processing & Outsourced Services \n", "194 Information Technology Data Processing & Outsourced Services \n", - "195 Information Technology Data Processing & Outsourced Services \n", - "196 Information Technology Electronic Equipment & Instruments \n", - "197 Industrials Industrial Machinery \n", - "198 Materials Fertilizers & Agricultural Chemicals \n", - "199 Consumer Discretionary Automobile Manufacturers \n", - "200 Information Technology Systems Software \n", - "201 Industrials Industrial Machinery \n", - "202 Industrials Building Products \n", + "195 Information Technology Electronic Equipment & Instruments \n", + "196 Industrials Industrial Machinery \n", + "197 Materials Fertilizers & Agricultural Chemicals \n", + "198 Consumer Discretionary Automobile Manufacturers \n", + "199 Information Technology Systems Software \n", + "200 Industrials Industrial Machinery \n", + "201 Industrials Building Products \n", + "202 Communication Services Movies & Entertainment \n", "203 Communication Services Movies & Entertainment \n", - "204 Communication Services Movies & Entertainment \n", - "205 Financials Asset Management & Custody Banks \n", - "206 Materials Copper \n", - "207 Consumer Discretionary Apparel Retail \n", - "208 Consumer Discretionary Consumer Electronics \n", - "209 Information Technology IT Consulting & Other Services \n", - "210 Industrials Aerospace & Defense \n", - "211 Industrials Industrial Conglomerates \n", - "212 Consumer Staples Packaged Foods & Meats \n", - "213 Consumer Discretionary Automobile Manufacturers \n", - "214 Consumer Discretionary Specialty Stores \n", - "215 Health Care Biotechnology \n", - "216 Financials Life & Health Insurance \n", - "217 Information Technology Data Processing & Outsourced Services \n", - "218 Financials Investment Banking & Brokerage \n", - "219 Industrials Industrial Machinery \n", - "220 Consumer Discretionary Specialized Consumer Services \n", - "221 Energy Oil & Gas Equipment & Services \n", - "222 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "223 Financials Property & Casualty Insurance \n", - "224 Consumer Discretionary Leisure Products \n", - "225 Health Care Health Care Facilities \n", - "226 Real Estate Health Care REITs \n", - "227 Health Care Health Care Distributors \n", - "228 Consumer Staples Packaged Foods & Meats \n", - "229 Energy Integrated Oil & Gas \n", - "230 Information Technology Technology Hardware, Storage & Peripherals \n", - "231 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "232 Energy Oil & Gas Refining & Marketing \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", - "266 Health Care Pharmaceuticals \n", - "267 Industrials Building Products \n", - "268 Financials Diversified Banks \n", - "269 Information Technology Communications Equipment \n", - "270 Industrials Railroads \n", - "271 Consumer Staples Packaged Foods & Meats \n", - "272 Financials Regional Banks \n", - "273 Information Technology Electronic Equipment & Instruments \n", - "274 Consumer Staples Household Products \n", - "275 Real Estate Retail REITs \n", - "276 Energy Oil & Gas Storage & Transportation \n", - "277 Information Technology Semiconductor Equipment \n", - "278 Consumer Discretionary General Merchandise Stores \n", - "279 Consumer Staples Packaged Foods & Meats \n", - "280 Consumer Staples Food Retail \n", - "281 Consumer Discretionary Apparel Retail \n", - "282 Industrials Aerospace & Defense \n", - "283 Health Care Health Care Services \n", - "284 Information Technology Semiconductor Equipment \n", - "285 Consumer Staples Packaged Foods & Meats \n", - "286 Consumer Discretionary Casinos & Gaming \n", - "287 Consumer Discretionary Home Furnishings \n", - "288 Information Technology IT Consulting & Other Services \n", - "289 Consumer Discretionary Homebuilding \n", - "290 Health Care Pharmaceuticals \n", - "291 Financials Multi-line Insurance \n", - "292 Materials Industrial Gases \n", - "293 Communication Services Movies & Entertainment \n", - "294 Consumer Discretionary Distributors \n", - "295 Industrials Aerospace & Defense \n", - "296 Financials Multi-line Insurance \n", - "297 Consumer Discretionary Home Improvement Retail \n", - "298 Materials Specialty Chemicals \n", - "299 Financials Regional Banks \n", - "300 Energy Oil & Gas Exploration & Production \n", - "301 Energy Oil & Gas Refining & Marketing \n", - "302 Financials Financial Exchanges & Data \n", - "303 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "304 Financials Insurance Brokers \n", - "305 Materials Construction Materials \n", - "306 Industrials Building Products \n", - "307 Information Technology Data Processing & Outsourced Services \n", - "308 Consumer Staples Packaged Foods & Meats \n", - "309 Information Technology Semiconductors \n", - "310 Consumer Discretionary Restaurants \n", - "311 Health Care Health Care Distributors \n", - "312 Health Care Health Care Equipment \n", - "313 Health Care Pharmaceuticals \n", - "314 Financials Life & Health Insurance \n", - "315 Health Care Life Sciences Tools & Services \n", - "316 Consumer Discretionary Casinos & Gaming \n", - "317 Information Technology Semiconductors \n", - "318 Information Technology Semiconductors \n", - "319 Information Technology Systems Software \n", - "320 Real Estate Residential REITs \n", - "321 Consumer Discretionary Home Furnishings \n", - "322 Consumer Staples Brewers \n", - "323 Consumer Staples Packaged Foods & Meats \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", - "330 Health Care Pharmaceuticals \n", - "331 Financials Financial Exchanges & Data \n", - "332 Energy Oil & Gas Equipment & Services \n", - "333 Information Technology Technology Hardware, Storage & Peripherals \n", - "334 Communication Services Movies & Entertainment \n", - "335 Consumer Discretionary Housewares & Specialties \n", - "336 Materials Gold \n", - "337 Communication Services Publishing \n", - "338 Communication Services Publishing \n", + "204 Financials Asset Management & Custody Banks \n", + "205 Materials Copper \n", + "206 Consumer Discretionary Apparel Retail \n", + "207 Consumer Discretionary Consumer Electronics \n", + "208 Information Technology IT Consulting & Other Services \n", + "209 Industrials Aerospace & Defense \n", + "210 Industrials Industrial Conglomerates \n", + "211 Consumer Staples Packaged Foods & Meats \n", + "212 Consumer Discretionary Automobile Manufacturers \n", + "213 Consumer Discretionary Specialty Stores \n", + "214 Health Care Biotechnology \n", + "215 Financials Life & Health Insurance \n", + "216 Information Technology Data Processing & Outsourced Services \n", + "217 Financials Investment Banking & Brokerage \n", + "218 Industrials Industrial Machinery \n", + "219 Energy Oil & Gas Equipment & Services \n", + "220 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "221 Financials Property & Casualty Insurance \n", + "222 Consumer Discretionary Leisure Products \n", + "223 Health Care Health Care Facilities \n", + "224 Real Estate Health Care REITs \n", + "225 Health Care Health Care Distributors \n", + "226 Consumer Staples Packaged Foods & Meats \n", + "227 Energy Integrated Oil & Gas \n", + "228 Information Technology Technology Hardware, Storage & Peripherals \n", + "229 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "230 Energy Oil & Gas Refining & Marketing \n", + "231 Health Care Health Care Equipment \n", + "232 Consumer Discretionary Home Improvement Retail \n", + "233 Industrials Industrial Conglomerates \n", + "234 Consumer Staples Packaged Foods & Meats \n", + "235 Real Estate Hotel & Resort REITs \n", + "236 Industrials Aerospace & Defense \n", + "237 Information Technology Technology Hardware, Storage & Peripherals \n", + "238 Health Care Managed Health Care \n", + "239 Financials Regional Banks \n", + "240 Industrials Aerospace & Defense \n", + "241 Industrials Industrial Machinery \n", + "242 Health Care Health Care Equipment \n", + "243 Industrials Research & Consulting Services \n", + "244 Industrials Industrial Machinery \n", + "245 Health Care Life Sciences Tools & Services \n", + "246 Health Care Biotechnology \n", + "247 Industrials Industrial Machinery \n", + "248 Information Technology Semiconductors \n", + "249 Financials Financial Exchanges & Data \n", + "250 Information Technology IT Consulting & Other Services \n", + "251 Materials Paper Packaging \n", + "252 Communication Services Advertising \n", + "253 Materials Specialty Chemicals \n", + "254 Information Technology Application Software \n", + "255 Health Care Health Care Equipment \n", + "256 Financials Asset Management & Custody Banks \n", + "257 Information Technology Electronic Manufacturing Services \n", + "258 Health Care Life Sciences Tools & Services \n", + "259 Real Estate Specialized REITs \n", + "260 Information Technology Data Processing & Outsourced Services \n", + "261 Industrials Construction & Engineering \n", + "262 Industrials Trucking \n", + "263 Consumer Staples Packaged Foods & Meats \n", + "264 Health Care Pharmaceuticals \n", + "265 Industrials Building Products \n", + "266 Financials Diversified Banks \n", + "267 Information Technology Communications Equipment \n", + "268 Industrials Railroads \n", + "269 Consumer Staples Packaged Foods & Meats \n", + "270 Financials Regional Banks \n", + "271 Information Technology Electronic Equipment & Instruments \n", + "272 Consumer Staples Household Products \n", + "273 Real Estate Retail REITs \n", + "274 Energy Oil & Gas Storage & Transportation \n", + "275 Information Technology Semiconductor Equipment \n", + "276 Consumer Staples Packaged Foods & Meats \n", + "277 Consumer Staples Food Retail \n", + "278 Consumer Discretionary Apparel Retail \n", + "279 Industrials Aerospace & Defense \n", + "280 Health Care Health Care Services \n", + "281 Information Technology Semiconductor Equipment \n", + "282 Consumer Staples Packaged Foods & Meats \n", + "283 Consumer Discretionary Casinos & Gaming \n", + "284 Consumer Discretionary Home Furnishings \n", + "285 Information Technology IT Consulting & Other Services \n", + "286 Consumer Discretionary Homebuilding \n", + "287 Health Care Pharmaceuticals \n", + "288 Financials Multi-line Insurance \n", + "289 Materials Industrial Gases \n", + "290 Communication Services Movies & Entertainment \n", + "291 Consumer Discretionary Distributors \n", + "292 Industrials Aerospace & Defense \n", + "293 Financials Multi-line Insurance \n", + "294 Consumer Discretionary Home Improvement Retail \n", + "295 Communication Services Alternative Carriers \n", + "296 Materials Specialty Chemicals \n", + "297 Financials Regional Banks \n", + "298 Energy Oil & Gas Exploration & Production \n", + "299 Energy Oil & Gas Refining & Marketing \n", + "300 Financials Financial Exchanges & Data \n", + "301 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "302 Financials Insurance Brokers \n", + "303 Materials Construction Materials \n", + "304 Industrials Building Products \n", + "305 Information Technology Data Processing & Outsourced Services \n", + "306 Consumer Staples Packaged Foods & Meats \n", + "307 Information Technology Semiconductors \n", + "308 Consumer Discretionary Restaurants \n", + "309 Health Care Health Care Distributors \n", + "310 Health Care Health Care Equipment \n", + "311 Health Care Pharmaceuticals \n", + "312 Financials Life & Health Insurance \n", + "313 Health Care Life Sciences Tools & Services \n", + "314 Consumer Discretionary Casinos & Gaming \n", + "315 Information Technology Semiconductors \n", + "316 Information Technology Semiconductors \n", + "317 Information Technology Systems Software \n", + "318 Real Estate Residential REITs \n", + "319 Consumer Discretionary Home Furnishings \n", + "320 Consumer Staples Brewers \n", + "321 Consumer Staples Packaged Foods & Meats \n", + "322 Consumer Staples Soft Drinks \n", + "323 Financials Financial Exchanges & Data \n", + "324 Financials Investment Banking & Brokerage \n", + "325 Materials Fertilizers & Agricultural Chemicals \n", + "326 Information Technology Communications Equipment \n", + "327 Financials Financial Exchanges & Data \n", + "328 Financials Financial Exchanges & Data \n", + "329 Energy Oil & Gas Equipment & Services \n", + "330 Information Technology Technology Hardware, Storage & Peripherals \n", + "331 Communication Services Movies & Entertainment \n", + "332 Consumer Discretionary Housewares & Specialties \n", + "333 Materials Gold \n", + "334 Communication Services Publishing \n", + "335 Communication Services Publishing \n", + "336 Utilities Multi-Utilities \n", + "337 Industrials Research & Consulting Services \n", + "338 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", "339 Utilities Multi-Utilities \n", - "340 Industrials Research & Consulting Services \n", - "341 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "342 Utilities Multi-Utilities \n", - "343 Energy Oil & Gas Exploration & Production \n", - "344 Industrials Railroads \n", - "345 Financials Asset Management & Custody Banks \n", - "346 Industrials Aerospace & Defense \n", - "347 Information Technology Application Software \n", - "348 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "349 Utilities Independent Power Producers & Energy Traders \n", - "350 Materials Steel \n", - "351 Information Technology Semiconductors \n", - "352 Consumer Discretionary Homebuilding \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 Industrials Industrial Machinery \n", - "360 Industrials Construction Machinery & Heavy Trucks \n", - "361 Materials Paper Packaging \n", + "340 Industrials Railroads \n", + "341 Financials Asset Management & Custody Banks \n", + "342 Industrials Aerospace & Defense \n", + "343 Information Technology Application Software \n", + "344 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "345 Utilities Independent Power Producers & Energy Traders \n", + "346 Materials Steel \n", + "347 Information Technology Semiconductors \n", + "348 Consumer Discretionary Homebuilding \n", + "349 Consumer Discretionary Specialty Stores \n", + "350 Energy Oil & Gas Exploration & Production \n", + "351 Industrials Trucking \n", + "352 Communication Services Advertising \n", + "353 Energy Oil & Gas Storage & Transportation \n", + "354 Information Technology Application Software \n", + "355 Industrials Industrial Machinery \n", + "356 Industrials Construction Machinery & Heavy Trucks \n", + "357 Materials Paper Packaging \n", + "358 Industrials Industrial Machinery \n", + "359 Information Technology Data Processing & Outsourced Services \n", + "360 Information Technology Application Software \n", + "361 Information Technology Data Processing & Outsourced Services \n", "362 Industrials Industrial Machinery \n", - "363 Information Technology Data Processing & Outsourced Services \n", - "364 Information Technology Application Software \n", - "365 Information Technology Data Processing & Outsourced Services \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 Health Care Pharmaceuticals \n", - "372 Consumer Staples Tobacco \n", - "373 Energy Oil & Gas Refining & Marketing \n", - "374 Utilities Multi-Utilities \n", - "375 Energy Oil & Gas Exploration & Production \n", - "376 Financials Regional Banks \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 Real Estate Specialized REITs \n", - "386 Consumer Discretionary Homebuilding \n", - "387 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "388 Information Technology Semiconductors \n", - "389 Industrials Construction & Engineering \n", - "390 Information Technology Semiconductors \n", - "391 Health Care Health Care Services \n", - "392 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "393 Financials Investment Banking & Brokerage \n", - "394 Industrials Aerospace & Defense \n", - "395 Real Estate Retail REITs \n", - "396 Real Estate Retail REITs \n", - "397 Health Care Biotechnology \n", - "398 Financials Regional Banks \n", - "399 Industrials Environmental & Facilities Services \n", - "400 Health Care Health Care Equipment \n", - "401 Industrials Human Resource & Employment Services \n", - "402 Industrials Electrical Components & Equipment \n", - "403 Industrials Environmental & Facilities Services \n", - "404 Industrials Industrial Conglomerates \n", - "405 Consumer Discretionary Apparel Retail \n", - "406 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", - "407 Financials Financial Exchanges & Data \n", - "408 Information Technology Application Software \n", - "409 Real Estate Specialized REITs \n", - "410 Energy Oil & Gas Equipment & Services \n", - "411 Information Technology Technology Hardware, Storage & Peripherals \n", - "412 Materials Paper Packaging \n", - "413 Utilities Multi-Utilities \n", - "414 Information Technology Systems Software \n", - "415 Materials Specialty Chemicals \n", - "416 Real Estate Retail REITs \n", - "417 Information Technology Semiconductors \n", - "418 Real Estate Office REITs \n", + "363 Financials Thrifts & Mortgage Finance \n", + "364 Consumer Staples Soft Drinks \n", + "365 Health Care Health Care Equipment \n", + "366 Health Care Pharmaceuticals \n", + "367 Health Care Pharmaceuticals \n", + "368 Consumer Staples Tobacco \n", + "369 Energy Oil & Gas Refining & Marketing \n", + "370 Utilities Multi-Utilities \n", + "371 Energy Oil & Gas Exploration & Production \n", + "372 Financials Regional Banks \n", + "373 Consumer Discretionary Distributors \n", + "374 Materials Specialty Chemicals \n", + "375 Utilities Electric Utilities \n", + "376 Financials Life & Health Insurance \n", + "377 Consumer Staples Personal Products \n", + "378 Financials Property & Casualty Insurance \n", + "379 Real Estate Industrial REITs \n", + "380 Financials Life & Health Insurance \n", + "381 Utilities Electric Utilities \n", + "382 Real Estate Specialized REITs \n", + "383 Consumer Discretionary Homebuilding \n", + "384 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "385 Information Technology Semiconductors \n", + "386 Industrials Construction & Engineering \n", + "387 Information Technology Semiconductors \n", + "388 Health Care Health Care Services \n", + "389 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "390 Financials Investment Banking & Brokerage \n", + "391 Industrials Aerospace & Defense \n", + "392 Real Estate Retail REITs \n", + "393 Real Estate Retail REITs \n", + "394 Health Care Biotechnology \n", + "395 Financials Regional Banks \n", + "396 Industrials Environmental & Facilities Services \n", + "397 Health Care Health Care Equipment \n", + "398 Industrials Human Resource & Employment Services \n", + "399 Industrials Electrical Components & Equipment \n", + "400 Industrials Environmental & Facilities Services \n", + "401 Industrials Industrial Conglomerates \n", + "402 Consumer Discretionary Apparel Retail \n", + "403 Consumer Discretionary Hotels, Resorts & Cruise Lines \n", + "404 Financials Financial Exchanges & Data \n", + "405 Information Technology Application Software \n", + "406 Real Estate Specialized REITs \n", + "407 Energy Oil & Gas Equipment & Services \n", + "408 Information Technology Technology Hardware, Storage & Peripherals \n", + "409 Materials Paper Packaging \n", + "410 Utilities Multi-Utilities \n", + "411 Information Technology Systems Software \n", + "412 Materials Specialty Chemicals \n", + "413 Real Estate Retail REITs \n", + "414 Information Technology Semiconductors \n", + "415 Real Estate Office REITs \n", + "416 Industrials Industrial Machinery \n", + "417 Utilities Electric Utilities \n", + "418 Industrials Airlines \n", "419 Industrials Industrial Machinery \n", - "420 Utilities Electric Utilities \n", - "421 Industrials Airlines \n", - "422 Industrials Industrial Machinery \n", - "423 Consumer Discretionary Restaurants \n", - "424 Financials Asset Management & Custody Banks \n", - "425 Health Care Health Care Equipment \n", - "426 Health Care Health Care Equipment \n", - "427 Financials Regional Banks \n", - "428 Financials Consumer Finance \n", - "429 Information Technology Application Software \n", - "430 Consumer Staples Food Distributors \n", - "431 Communication Services Wireless Telecommunication Services \n", - "432 Financials Asset Management & Custody Banks \n", - "433 Communication Services Interactive Home Entertainment \n", - "434 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "435 Consumer Discretionary General Merchandise Stores \n", - "436 Information Technology Electronic Manufacturing Services \n", - "437 Energy Oil & Gas Equipment & Services \n", - "438 Industrials Aerospace & Defense \n", - "439 Health Care Health Care Equipment \n", - "440 Information Technology Semiconductors \n", - "441 Industrials Aerospace & Defense \n", - "442 Health Care Life Sciences Tools & Services \n", - "443 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "444 Consumer Discretionary Apparel Retail \n", - "445 Consumer Discretionary Specialty Stores \n", - "446 Industrials Building Products \n", - "447 Industrials Aerospace & Defense \n", - "448 Financials Property & Casualty Insurance \n", - "449 Financials Regional Banks \n", - "450 Communication Services Interactive Media & Services \n", - "451 Information Technology Application Software \n", - "452 Consumer Staples Packaged Foods & Meats \n", - "453 Real Estate Residential REITs \n", - "454 Consumer Discretionary Specialty Stores \n", - "455 Financials Diversified Banks \n", - "456 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "457 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "458 Industrials Railroads \n", - "459 Industrials Airlines \n", - "460 Health Care Managed Health Care \n", - "461 Industrials Air Freight & Logistics \n", - "462 Industrials Trading Companies & Distributors \n", - "463 Health Care Health Care Facilities \n", - "464 Financials Life & Health Insurance \n", - "465 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", - "466 Energy Oil & Gas Refining & Marketing \n", - "467 Health Care Health Care Equipment \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 Communication Services Movies & Entertainment \n", - "474 Information Technology Data Processing & Outsourced Services \n", + "420 Consumer Discretionary Restaurants \n", + "421 Financials Asset Management & Custody Banks \n", + "422 Health Care Health Care Equipment \n", + "423 Health Care Health Care Equipment \n", + "424 Financials Regional Banks \n", + "425 Financials Consumer Finance \n", + "426 Information Technology Application Software \n", + "427 Consumer Staples Food Distributors \n", + "428 Communication Services Wireless Telecommunication Services \n", + "429 Financials Asset Management & Custody Banks \n", + "430 Communication Services Interactive Home Entertainment \n", + "431 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "432 Consumer Discretionary General Merchandise Stores \n", + "433 Information Technology Electronic Manufacturing Services \n", + "434 Energy Oil & Gas Equipment & Services \n", + "435 Industrials Aerospace & Defense \n", + "436 Health Care Health Care Equipment \n", + "437 Information Technology Semiconductor Equipment \n", + "438 Information Technology Semiconductors \n", + "439 Industrials Aerospace & Defense \n", + "440 Health Care Life Sciences Tools & Services \n", + "441 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "442 Consumer Discretionary Apparel Retail \n", + "443 Consumer Discretionary Specialty Stores \n", + "444 Industrials Building Products \n", + "445 Industrials Aerospace & Defense \n", + "446 Financials Property & Casualty Insurance \n", + "447 Financials Regional Banks \n", + "448 Communication Services Interactive Media & Services \n", + "449 Information Technology Application Software \n", + "450 Consumer Staples Packaged Foods & Meats \n", + "451 Real Estate Residential REITs \n", + "452 Consumer Discretionary Specialty Stores \n", + "453 Financials Diversified Banks \n", + "454 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "455 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "456 Industrials Railroads \n", + "457 Industrials Airlines \n", + "458 Health Care Managed Health Care \n", + "459 Industrials Air Freight & Logistics \n", + "460 Industrials Trading Companies & Distributors \n", + "461 Health Care Health Care Facilities \n", + "462 Financials Life & Health Insurance \n", + "463 Energy Oil & Gas Refining & Marketing \n", + "464 Health Care Health Care Equipment \n", + "465 Real Estate Health Care REITs \n", + "466 Information Technology Internet Services & Infrastructure \n", + "467 Industrials Research & Consulting Services \n", + "468 Communication Services Integrated Telecommunication Services \n", + "469 Health Care Biotechnology \n", + "470 Consumer Discretionary Apparel, Accessories & Luxury Goods \n", + "471 Communication Services Movies & Entertainment \n", + "472 Health Care Pharmaceuticals \n", + "473 Information Technology Data Processing & Outsourced Services \n", + "474 Information Technology Electronic Equipment & Instruments \n", "475 Real Estate Office REITs \n", "476 Materials Construction Materials \n", "477 Financials Property & Casualty Insurance \n", @@ -7320,14 +7320,14 @@ "86 Richmond, Virginia 2010-06-28 \n", "87 Miami, Florida 1998-12-22 \n", "88 Palm Beach Gardens, Florida 2020-04-03 \n", - "89 Deerfield, Illinois 1957-03-04 \n", - "90 Chicago, Illinois 2017-03-01 \n", - "91 Los Angeles, California 2006-11-10 \n", - "92 Lincolnshire, Illinois 2019-09-23 \n", - "93 Irving, Texas 2018-12-24 \n", - "94 St. Louis, Missouri 2016-03-30 \n", - "95 Houston, Texas 1985-07-31 \n", - "96 Monroe, Louisiana 1999-03-25 \n", + "89 Somerset, New Jersey 2020-09-21 \n", + "90 Deerfield, Illinois 1957-03-04 \n", + "91 Chicago, Illinois 2017-03-01 \n", + "92 Los Angeles, California 2006-11-10 \n", + "93 Lincolnshire, Illinois 2019-09-23 \n", + "94 Irving, Texas 2018-12-24 \n", + "95 St. Louis, Missouri 2016-03-30 \n", + "96 Houston, Texas 1985-07-31 \n", "97 North Kansas City, Missouri 2010-04-30 \n", "98 Deerfield, Illinois 2008-08-27 \n", "99 San Francisco, California 1997-06-02 \n", @@ -7349,7 +7349,7 @@ "115 Atlanta, Georgia 1957-03-04 \n", "116 Teaneck, New Jersey 2006-11-17 \n", "117 New York, New York 1957-03-04 \n", - "118 Philadelphia, Pennsylvania 2015-09-18 \n", + "118 Philadelphia, Pennsylvania 2002-11-19 \n", "119 Dallas, Texas 1995-12-01 \n", "120 Chicago, Illinois 1983-08-31 \n", "121 Midland, Texas 2016-02-22 \n", @@ -7361,351 +7361,351 @@ "127 Corning, New York NaN \n", "128 Wilmington, Delaware 2019-06-03 \n", "129 Issaquah, Washington 1993-10-01 \n", - "130 New York, New York 2016-10-03 \n", - "131 Houston, Texas 2012-03-14 \n", - "132 Jacksonville, Florida 1967-09-30 \n", - "133 Columbus, Indiana 1965-03-31 \n", - "134 Woonsocket, Rhode Island 1957-03-04 \n", - "135 Fort Worth, Texas 2005-06-22 \n", - "136 Washington, D.C. NaN \n", - "137 Orlando, Florida NaN \n", - "138 Denver, Colorado 2008-07-31 \n", - "139 Moline, Illinois 1957-03-04 \n", - "140 Atlanta, Georgia 2013-09-11 \n", - "141 Charlotte, North Carolina 2008-11-14 \n", - "142 Oklahoma City, Oklahoma 2000-08-30 \n", - "143 San Diego, California 2020-05-12 \n", - "144 Midland, Texas 2018-12-03 \n", - "145 San Francisco, California 2016-05-18 \n", - "146 Riverwoods, Illinois 2007-07-02 \n", - "147 Silver Spring, Maryland 2010-03-01 \n", - "148 Silver Spring, Maryland 2014-08-07 \n", - "149 Meridian, Colorado 2017-03-13 \n", - "150 Goodlettsville, Tennessee 2012-12-03 \n", - "151 Chesapeake, Virginia 2011-12-19 \n", - "152 Richmond, Virginia NaN \n", - "153 Ann Arbor, Michigan 2020-05-12 \n", - "154 Downers Grove, Illinois 1985-10-31 \n", - "155 Midland, Michigan 2019-04-01 \n", - "156 Detroit, Michigan 1957-03-04 \n", - "157 Charlotte, North Carolina 1976-06-30 \n", - "158 Indianapolis, Indiana 2017-07-26 \n", - "159 Midland, Michigan 2019-04-02 \n", - "160 Tysons Corner, Virginia 2017-04-04 \n", - "161 New York, New York 2004-03-31 \n", - "162 Kingsport, Tennessee 1994-01-01 \n", - "163 Dublin, Ireland NaN \n", - "164 San Jose, California NaN \n", - "165 St. Paul, Minnesota 1989-01-31 \n", - "166 Rosemead, California 1957-03-04 \n", - "167 Irvine, California 2011-04-01 \n", - "168 Redwood City, California 2002-07-22 \n", - "169 Ferguson, Missouri 1965-03-31 \n", - "170 New Orleans, Louisiana 1957-03-04 \n", - "171 Houston, Texas 2000-11-02 \n", - "172 Atlanta, Georgia 1997-06-19 \n", - "173 Redwood City, California 2015-03-20 \n", - "174 Chicago, Illinois 2001-12-03 \n", - "175 San Mateo, California 2014-04-02 \n", - "176 New York, New York 2006-01-05 \n", - "177 Kansas City, Missouri 2018-06-05 \n", - "178 Springfield, Massachusetts NaN \n", - "179 Hamilton, Bermuda 2017-06-19 \n", - "180 Chicago, Illinois 1957-03-04 \n", - "181 Seattle, Washington 2007-10-02 \n", - "182 Seattle, Washington 2007-10-10 \n", - "183 Salt Lake City, Utah 2016-01-19 \n", - "184 Irving, Texas 1957-03-04 \n", - "185 Seattle, Washington 2010-12-20 \n", - "186 Menlo Park, California 2013-12-23 \n", - "187 Winona, Minnesota 2008-09-15 \n", - "188 Rockville, Maryland 2016-02-01 \n", - "189 Memphis, Tennessee 1980-12-31 \n", - "190 Jacksonville, Florida 2006-11-10 \n", - "191 Cincinnati, Ohio NaN \n", - "192 Akron, Ohio NaN \n", - "193 San Francisco, California 2019-01-02 \n", - "194 Brookfield, Wisconsin 2001-04-02 \n", - "195 Norcross, Georgia 2018-06-20 \n", - "196 Wilsonville, Oregon 2009-01-02 \n", - "197 Irving, Texas 2008-10-02 \n", - "198 Philadelphia, Pennsylvania 2009-08-19 \n", - "199 Dearborn, Michigan 1957-03-04 \n", - "200 Sunnyvale, California 2018-10-11 \n", - "201 Everett, Washington 2016-07-01 \n", - "202 Deerfield, Illinois 2016-06-22 \n", - "203 New York, New York 2013-07-01 \n", - "204 New York, New York 2015-09-18 \n", - "205 San Mateo, California NaN \n", - "206 Phoenix, Arizona NaN \n", - "207 San Francisco, California 1986-08-31 \n", - "208 Schaffhausen, Switzerland 2012-12-12 \n", - "209 Stamford, Connecticut 2017-04-05 \n", - "210 Falls Church, Virginia 1957-03-04 \n", - "211 Boston, Massachusetts NaN \n", - "212 Golden Valley, Minnesota 1969-03-31 \n", - "213 Detroit, Michigan 2013-06-06 \n", - "214 Atlanta, Georgia 1973-12-31 \n", - "215 Foster City, California 2004-07-01 \n", - "216 McKinney, Texas 1989-04-30 \n", - "217 Atlanta, Georgia 2016-04-25 \n", - "218 New York, New York 2002-07-22 \n", - "219 Lake Forest, Illinois 1981-06-30 \n", - "220 Kansas City, Missouri 1986-11-30 \n", - "221 Houston, Texas 1957-03-04 \n", - "222 Winston-Salem, North Carolina 2015-03-20 \n", - "223 Hartford, Connecticut 1957-03-04 \n", - "224 Pawtucket, Rhode Island 1984-09-30 \n", - "225 Nashville, Tennessee 2015-01-27 \n", - "226 Long Beach, California 2008-03-31 \n", - "227 Melville, New York 2015-03-17 \n", - "228 Hershey, Pennsylvania 1957-03-04 \n", - "229 New York, New York 1984-05-31 \n", - "230 Palo Alto, California 2015-11-02 \n", - "231 Tysons Corner, Virginia 2017-06-19 \n", - "232 Dallas, Texas 2018-06-18 \n", - "233 Marlborough, Massachusetts 2016-03-30 \n", - "234 Atlanta, Georgia 1988-03-31 \n", - "235 Morristown, New Jersey 1964-03-31 \n", - "236 Austin, Minnesota 2009-03-04 \n", - "237 Bethesda, Maryland 2007-03-20 \n", - "238 New York, New York 1964-03-31 \n", - "239 Palo Alto, California 1974-12-31 \n", - "240 Louisville, Kentucky NaN \n", - "241 Columbus, Ohio 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, United Kingdom 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 Milwaukee, Wisconsin 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, New York 1992-10-01 \n", - "255 New York, 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", - "266 New Brunswick, New Jersey 1973-06-30 \n", - "267 Cork, Ireland 2010-08-27 \n", - "268 New York, New York 1975-06-30 \n", - "269 Sunnyvale, California 2006-06-02 \n", - "270 Kansas City, Missouri 2013-05-24 \n", - "271 Battle Creek, Michigan NaN \n", - "272 Cleveland, Ohio 1994-03-01 \n", - "273 Santa Rosa, California 2018-11-06 \n", - "274 Irving, Texas 1957-03-04 \n", - "275 New Hyde Park, New York 2006-04-04 \n", - "276 Houston, Texas 2012-05-25 \n", - "277 Milpitas, California NaN \n", - "278 Menomonee Falls, Wisconsin NaN \n", - "279 Chicago, Illinois; Pittsburgh, Pennsylvania 2015-07-06 \n", - "280 Cincinnati, Ohio 1957-03-04 \n", - "281 Columbus, Ohio 1983-09-30 \n", - "282 Melbourne, Florida NaN \n", - "283 Burlington, North Carolina 2004-11-01 \n", - "284 Fremont, California 2012-06-29 \n", - "285 Eagle, Idaho 2018-12-03 \n", - "286 Las Vegas, Nevada 2019-10-03 \n", - "287 Carthage, Missouri NaN \n", - "288 Reston, Virginia 2019-08-09 \n", - "289 Miami, Florida 2005-10-04 \n", - "290 Indianapolis, Indiana 1970-12-31 \n", - "291 Radnor, Pennsylvania 1976-06-30 \n", - "292 Guildford, Surrey, United Kingdom 1992-07-01 \n", - "293 Beverly Hills, California 2019-12-23 \n", - "294 Chicago, Illinois 2016-05-23 \n", - "295 Bethesda, Maryland 1984-07-31 \n", - "296 New York, New York NaN \n", - "297 Mooresville, North Carolina 1984-02-29 \n", - "298 Rotterdam, Netherlands 2012-09-05 \n", - "299 Buffalo, New York 2004-02-23 \n", - "300 Houston, Texas 1991-05-01 \n", - "301 Findlay, Ohio 2011-07-01 \n", - "302 New York, New York 2019-07-01 \n", - "303 Bethesda, Maryland NaN \n", - "304 New York, New York 1987-08-31 \n", - "305 Raleigh, North Carolina 2014-07-02 \n", - "306 Livonia, Michigan 1981-06-30 \n", - "307 Harrison, New York 2008-07-18 \n", - "308 Hunt Valley, Maryland NaN \n", - "309 San Jose, California 2018-12-03 \n", - "310 Chicago, Illinois 1970-06-30 \n", - "311 Irving, Texas NaN \n", - "312 Dublin, Ireland 1986-10-31 \n", - "313 Kenilworth, New Jersey 1957-03-04 \n", - "314 New York, New York NaN \n", - "315 Columbus, Ohio 2016-09-06 \n", - "316 Paradise, Nevada 2017-07-26 \n", - "317 Chandler, Arizona 2007-09-07 \n", - "318 Boise, Idaho 1994-09-27 \n", - "319 Redmond, Washington 1994-06-01 \n", - "320 Memphis, Tennessee 2016-12-02 \n", - "321 Calhoun, Georgia 2013-12-23 \n", - "322 Denver, Colorado 1976-06-30 \n", - "323 Chicago, Illinois 2012-10-02 \n", - "324 Corona, California 2012-06-28 \n", - "325 New York, New York NaN \n", - "326 New York, New York NaN \n", - "327 Tampa, Florida 2011-09-26 \n", - "328 Chicago, Illinois NaN \n", - "329 New York, New York 2018-04-04 \n", - "330 Amsterdam, Netherlands 2004-04-23 \n", - "331 New York, New York 2008-10-22 \n", - "332 Houston, Texas 2005-03-14 \n", - "333 Sunnyvale, California 1999-06-25 \n", - "334 Los Gatos, California 2010-12-20 \n", - "335 Atlanta, Georgia 1989-04-30 \n", - "336 Denver, Colorado 1969-06-30 \n", - "337 New York, New York 2013-08-01 \n", - "338 New York, New York 2015-09-18 \n", - "339 Juno Beach, Florida 1976-06-30 \n", - "340 New York, New York 2013-07-09 \n", - "341 Washington County, Oregon 1988-11-30 \n", - "342 Merrillville, Indiana NaN \n", - "343 Houston, Texas 2007-10-08 \n", - "344 Norfolk, Virginia 1957-03-04 \n", - "345 Chicago, Illinois NaN \n", - "346 West Falls Church, Virginia 1985-06-30 \n", - "347 Tempe, Arizona 2003-03-25 \n", - "348 Miami, Florida 2017-10-13 \n", - "349 Princeton, New Jersey 2010-01-29 \n", - "350 Charlotte, North Carolina 1985-04-30 \n", - "351 Santa Clara, California 2001-11-30 \n", - "352 Reston, Virginia 2019-09-26 \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, New York NaN \n", - "357 Tulsa, Oklahoma 2010-03-15 \n", - "358 Redwood Shores, California 1989-08-31 \n", - "359 Farmington, Connecticut 2020-04-03 \n", - "360 Bellevue, Washington 1980-12-31 \n", - "361 Lake Forest, Illinois 2017-07-26 \n", - "362 Cleveland, Ohio 1985-11-30 \n", - "363 Penfield, New York NaN \n", - "364 Oklahoma City, Oklahoma 2020-01-28 \n", - "365 San Jose, California 2015-07-20 \n", - "366 Worsley, UK 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 Dublin, Ireland 2011-12-19 \n", - "371 New York, New York 1957-03-04 \n", - "372 New York, New York 2008-03-31 \n", - "373 Houston, Texas 2012-05-01 \n", - "374 Phoenix, Arizona NaN \n", - "375 Irving, Texas 2008-09-24 \n", - "376 Pittsburgh, Pennsylvania 1988-04-30 \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 Glendale, California 2005-08-19 \n", - "386 Atlanta, Georgia 1984-04-30 \n", - "387 New York, New York 2013-02-15 \n", - "388 Greensboro, North Carolina 2015-06-11 \n", - "389 Houston, Texas 2009-07-01 \n", - "390 San Diego, California NaN \n", - "391 Secaucus, New Jersey 2002-12-12 \n", - "392 New York, New York 2007-02-02 \n", - "393 St. Petersburg, Florida 2017-03-20 \n", - "394 Waltham, Massachusetts NaN \n", - "395 San Diego, California 2015-04-07 \n", - "396 Jacksonville, Florida 2017-03-02 \n", - "397 Tarrytown, New York 2013-05-01 \n", - "398 Birmingham, Alabama 1998-08-28 \n", - "399 Phoenix, Arizona 2008-12-05 \n", - "400 San Diego, California 2017-07-26 \n", - "401 Menlo Park, California 2000-12-05 \n", - "402 Milwaukee, Wisconsin NaN \n", - "403 Atlanta, Georgia 2018-10-01 \n", - "404 Sarasota, Florida 2009-12-23 \n", - "405 Dublin, California 2009-12-21 \n", - "406 Miami, Florida 2014-12-05 \n", - "407 New York, New York NaN \n", - "408 San Francisco, California 2008-09-15 \n", - "409 Boca Raton, Florida 2017-09-01 \n", - "410 Curaçao, Kingdom of the Netherlands 1965-03-31 \n", - "411 Dublin, Ireland 2012-07-02 \n", - "412 Charlotte, North Carolina 1957-03-04 \n", - "413 San Diego, California NaN \n", - "414 Santa Clara, California 2019-11-21 \n", - "415 Cleveland, Ohio 1964-06-30 \n", - "416 Indianapolis, Indiana 2002-06-26 \n", - "417 Woburn, Massachusetts 2015-03-12 \n", - "418 New York, New York 2015-03-20 \n", - "419 Kenosha, Wisconsin 1982-09-30 \n", - "420 Atlanta, Georgia 1957-03-04 \n", - "421 Dallas, Texas 1994-07-01 \n", - "422 New Britain, Connecticut 1982-09-30 \n", - "423 Seattle, Washington NaN \n", - "424 Boston, Massachusetts NaN \n", - "425 Dublin, Ireland 2019-12-23 \n", - "426 Kalamazoo, Michigan 2000-12-12 \n", - "427 Santa Clara, California 2018-03-19 \n", - "428 Stamford, Connecticut 2015-11-18 \n", - "429 Mountain View, California 2017-03-16 \n", - "430 Houston, Texas 1986-12-31 \n", - "431 Bellevue, Washington 2019-07-15 \n", - "432 Baltimore, Maryland NaN \n", - "433 New York, New York 2018-03-19 \n", - "434 New York, New York NaN \n", - "435 Minneapolis, Minnesota 1976-12-31 \n", - "436 Schaffhausen, Switzerland 2011-10-17 \n", - "437 London, United Kingdom 2009-06-05 \n", - "438 Thousand Oaks, California 2020-06-22 \n", - "439 Wayne, Pennsylvania 2019-01-18 \n", - "440 Dallas, Texas NaN \n", - "441 Providence, Rhode Island 1978-12-31 \n", - "442 Waltham, Massachusetts NaN \n", - "443 New York, New York 2000-06-21 \n", - "444 Framingham, Massachusetts 1985-09-30 \n", - "445 Brentwood, Tennessee 2014-01-24 \n", - "446 Dublin, Ireland 2010-11-17 \n", - "447 Cleveland, Ohio 2016-06-03 \n", - "448 New York, New York 2002-08-21 \n", - "449 Charlotte, North Carolina 1997-12-04 \n", - "450 San Francisco, California 2018-06-07 \n", - "451 Plano, Texas 2020-06-22 \n", - "452 Springdale, Arkansas NaN \n", - "453 Highlands Ranch, Colorado 2016-03-07 \n", - "454 Bolingbrook, Illinois 2016-04-18 \n", - "455 Minneapolis, Minnesota NaN \n", - "456 Baltimore, Maryland 2014-05-01 \n", - "457 Baltimore, Maryland 2016-04-08 \n", - "458 Omaha, Nebraska 1957-03-04 \n", - "459 Chicago, Illinois 2015-09-03 \n", - "460 Minnetonka, Minnesota 1994-07-01 \n", - "461 Atlanta, Georgia 2002-07-22 \n", - "462 Stamford, Connecticut 2014-09-20 \n", - "463 King of Prussia, Pennsylvania 2014-09-20 \n", - "464 Chattanooga, Tennessee 1994-03-01 \n", - "465 Greensboro, North Carolina 1979-06-30 \n", - "466 San Antonio, Texas NaN \n", - "467 Palo Alto, California 2007-02-12 \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, New York 1983-11-30 \n", - "472 Cambridge, Massachusetts 2013-09-23 \n", - "473 New York, New York NaN \n", - "474 San Francisco, California 2009-12-21 \n", + "130 Houston, Texas 2012-03-14 \n", + "131 Jacksonville, Florida 1967-09-30 \n", + "132 Columbus, Indiana 1965-03-31 \n", + "133 Woonsocket, Rhode Island 1957-03-04 \n", + "134 Fort Worth, Texas 2005-06-22 \n", + "135 Washington, D.C. NaN \n", + "136 Orlando, Florida NaN \n", + "137 Denver, Colorado 2008-07-31 \n", + "138 Moline, Illinois 1957-03-04 \n", + "139 Atlanta, Georgia 2013-09-11 \n", + "140 Charlotte, North Carolina 2008-11-14 \n", + "141 Oklahoma City, Oklahoma 2000-08-30 \n", + "142 San Diego, California 2020-05-12 \n", + "143 Midland, Texas 2018-12-03 \n", + "144 San Francisco, California 2016-05-18 \n", + "145 Riverwoods, Illinois 2007-07-02 \n", + "146 Silver Spring, Maryland 2010-03-01 \n", + "147 Silver Spring, Maryland 2014-08-07 \n", + "148 Meridian, Colorado 2017-03-13 \n", + "149 Goodlettsville, Tennessee 2012-12-03 \n", + "150 Chesapeake, Virginia 2011-12-19 \n", + "151 Richmond, Virginia NaN \n", + "152 Ann Arbor, Michigan 2020-05-12 \n", + "153 Downers Grove, Illinois 1985-10-31 \n", + "154 Midland, Michigan 2019-04-01 \n", + "155 Detroit, Michigan 1957-03-04 \n", + "156 Charlotte, North Carolina 1976-06-30 \n", + "157 Indianapolis, Indiana 2017-07-26 \n", + "158 Midland, Michigan 2019-04-02 \n", + "159 Tysons Corner, Virginia 2017-04-04 \n", + "160 Kingsport, Tennessee 1994-01-01 \n", + "161 Dublin, Ireland NaN \n", + "162 San Jose, California NaN \n", + "163 St. Paul, Minnesota 1989-01-31 \n", + "164 Rosemead, California 1957-03-04 \n", + "165 Irvine, California 2011-04-01 \n", + "166 Redwood City, California 2002-07-22 \n", + "167 Ferguson, Missouri 1965-03-31 \n", + "168 New Orleans, Louisiana 1957-03-04 \n", + "169 Houston, Texas 2000-11-02 \n", + "170 Atlanta, Georgia 1997-06-19 \n", + "171 Redwood City, California 2015-03-20 \n", + "172 Chicago, Illinois 2001-12-03 \n", + "173 San Mateo, California 2014-04-02 \n", + "174 New York, New York 2006-01-05 \n", + "175 Brooklyn, New York 2020-09-21 \n", + "176 Kansas City, Missouri 2018-06-05 \n", + "177 Springfield, Massachusetts NaN \n", + "178 Hamilton, Bermuda 2017-06-19 \n", + "179 Chicago, Illinois 1957-03-04 \n", + "180 Seattle, Washington 2007-10-02 \n", + "181 Seattle, Washington 2007-10-10 \n", + "182 Salt Lake City, Utah 2016-01-19 \n", + "183 Irving, Texas 1957-03-04 \n", + "184 Seattle, Washington 2010-12-20 \n", + "185 Menlo Park, California 2013-12-23 \n", + "186 Winona, Minnesota 2008-09-15 \n", + "187 Rockville, Maryland 2016-02-01 \n", + "188 Memphis, Tennessee 1980-12-31 \n", + "189 Jacksonville, Florida 2006-11-10 \n", + "190 Cincinnati, Ohio NaN \n", + "191 Akron, Ohio NaN \n", + "192 San Francisco, California 2019-01-02 \n", + "193 Brookfield, Wisconsin 2001-04-02 \n", + "194 Norcross, Georgia 2018-06-20 \n", + "195 Wilsonville, Oregon 2009-01-02 \n", + "196 Irving, Texas 2008-10-02 \n", + "197 Philadelphia, Pennsylvania 2009-08-19 \n", + "198 Dearborn, Michigan 1957-03-04 \n", + "199 Sunnyvale, California 2018-10-11 \n", + "200 Everett, Washington 2016-07-01 \n", + "201 Deerfield, Illinois 2016-06-22 \n", + "202 New York, New York 2013-07-01 \n", + "203 New York, New York 2015-09-18 \n", + "204 San Mateo, California NaN \n", + "205 Phoenix, Arizona NaN \n", + "206 San Francisco, California 1986-08-31 \n", + "207 Schaffhausen, Switzerland 2012-12-12 \n", + "208 Stamford, Connecticut 2017-04-05 \n", + "209 Falls Church, Virginia 1957-03-04 \n", + "210 Boston, Massachusetts NaN \n", + "211 Golden Valley, Minnesota 1969-03-31 \n", + "212 Detroit, Michigan 2013-06-06 \n", + "213 Atlanta, Georgia 1973-12-31 \n", + "214 Foster City, California 2004-07-01 \n", + "215 McKinney, Texas 1989-04-30 \n", + "216 Atlanta, Georgia 2016-04-25 \n", + "217 New York, New York 2002-07-22 \n", + "218 Lake Forest, Illinois 1981-06-30 \n", + "219 Houston, Texas 1957-03-04 \n", + "220 Winston-Salem, North Carolina 2015-03-20 \n", + "221 Hartford, Connecticut 1957-03-04 \n", + "222 Pawtucket, Rhode Island 1984-09-30 \n", + "223 Nashville, Tennessee 2015-01-27 \n", + "224 Long Beach, California 2008-03-31 \n", + "225 Melville, New York 2015-03-17 \n", + "226 Hershey, Pennsylvania 1957-03-04 \n", + "227 New York, New York 1984-05-31 \n", + "228 Palo Alto, California 2015-11-02 \n", + "229 Tysons Corner, Virginia 2017-06-19 \n", + "230 Dallas, Texas 2018-06-18 \n", + "231 Marlborough, Massachusetts 2016-03-30 \n", + "232 Atlanta, Georgia 1988-03-31 \n", + "233 Morristown, New Jersey 1964-03-31 \n", + "234 Austin, Minnesota 2009-03-04 \n", + "235 Bethesda, Maryland 2007-03-20 \n", + "236 Pittsburgh, Pennsylvania 1964-03-31 \n", + "237 Palo Alto, California 1974-12-31 \n", + "238 Louisville, Kentucky NaN \n", + "239 Columbus, Ohio NaN \n", + "240 Newport News, Virginia 2018-01-03 \n", + "241 Lake Forest, Illinois 2019-08-09 \n", + "242 Westbrook, Maine 2017-01-05 \n", + "243 London, United Kingdom 2017-06-02 \n", + "244 Glenview, Illinois 1986-02-28 \n", + "245 San Diego, California 2015-11-19 \n", + "246 Wilmington, Delaware 2017-02-28 \n", + "247 Milwaukee, Wisconsin 2020-03-03 \n", + "248 Santa Clara, California 1976-12-31 \n", + "249 Atlanta, Georgia 2007-09-26 \n", + "250 Armonk, New York 1957-03-04 \n", + "251 Memphis, Tennessee 1957-03-04 \n", + "252 New York, New York 1992-10-01 \n", + "253 New York, New York 1976-03-31 \n", + "254 Mountain View, California 2000-12-05 \n", + "255 Sunnyvale, California 2008-06-02 \n", + "256 Atlanta, Georgia 2008-08-21 \n", + "257 Oxford, Massachusetts 2018-03-07 \n", + "258 Durham, North Carolina 2017-08-29 \n", + "259 Boston, Massachusetts 2009-01-06 \n", + "260 Monett, Missouri 2018-11-13 \n", + "261 Dallas, Texas 2007-10-26 \n", + "262 Lowell, Arkansas 2015-07-01 \n", + "263 Orrville, Ohio 2008-11-06 \n", + "264 New Brunswick, New Jersey 1973-06-30 \n", + "265 Cork, Ireland 2010-08-27 \n", + "266 New York, New York 1975-06-30 \n", + "267 Sunnyvale, California 2006-06-02 \n", + "268 Kansas City, Missouri 2013-05-24 \n", + "269 Battle Creek, Michigan NaN \n", + "270 Cleveland, Ohio 1994-03-01 \n", + "271 Santa Rosa, California 2018-11-06 \n", + "272 Irving, Texas 1957-03-04 \n", + "273 New Hyde Park, New York 2006-04-04 \n", + "274 Houston, Texas 2012-05-25 \n", + "275 Milpitas, California NaN \n", + "276 Chicago, Illinois; Pittsburgh, Pennsylvania 2015-07-06 \n", + "277 Cincinnati, Ohio 1957-03-04 \n", + "278 Columbus, Ohio 1983-09-30 \n", + "279 Melbourne, Florida NaN \n", + "280 Burlington, North Carolina 2004-11-01 \n", + "281 Fremont, California 2012-06-29 \n", + "282 Eagle, Idaho 2018-12-03 \n", + "283 Las Vegas, Nevada 2019-10-03 \n", + "284 Carthage, Missouri NaN \n", + "285 Reston, Virginia 2019-08-09 \n", + "286 Miami, Florida 2005-10-04 \n", + "287 Indianapolis, Indiana 1970-12-31 \n", + "288 Radnor, Pennsylvania 1976-06-30 \n", + "289 Guildford, Surrey, United Kingdom 1992-07-01 \n", + "290 Beverly Hills, California 2019-12-23 \n", + "291 Chicago, Illinois 2016-05-23 \n", + "292 Bethesda, Maryland 1984-07-31 \n", + "293 New York, New York NaN \n", + "294 Mooresville, North Carolina 1984-02-29 \n", + "295 Monroe, Louisiana 1999-03-25 \n", + "296 Rotterdam, Netherlands 2012-09-05 \n", + "297 Buffalo, New York 2004-02-23 \n", + "298 Houston, Texas 1991-05-01 \n", + "299 Findlay, Ohio 2011-07-01 \n", + "300 New York, New York 2019-07-01 \n", + "301 Bethesda, Maryland NaN \n", + "302 New York, New York 1987-08-31 \n", + "303 Raleigh, North Carolina 2014-07-02 \n", + "304 Livonia, Michigan 1981-06-30 \n", + "305 Harrison, New York 2008-07-18 \n", + "306 Hunt Valley, Maryland NaN \n", + "307 San Jose, California 2018-12-03 \n", + "308 Chicago, Illinois 1970-06-30 \n", + "309 Irving, Texas NaN \n", + "310 Dublin, Ireland 1986-10-31 \n", + "311 Kenilworth, New Jersey 1957-03-04 \n", + "312 New York, New York NaN \n", + "313 Columbus, Ohio 2016-09-06 \n", + "314 Paradise, Nevada 2017-07-26 \n", + "315 Chandler, Arizona 2007-09-07 \n", + "316 Boise, Idaho 1994-09-27 \n", + "317 Redmond, Washington 1994-06-01 \n", + "318 Memphis, Tennessee 2016-12-02 \n", + "319 Calhoun, Georgia 2013-12-23 \n", + "320 Denver, Colorado 1976-06-30 \n", + "321 Chicago, Illinois 2012-10-02 \n", + "322 Corona, California 2012-06-28 \n", + "323 New York, New York NaN \n", + "324 New York, New York NaN \n", + "325 Tampa, Florida 2011-09-26 \n", + "326 Chicago, Illinois NaN \n", + "327 New York, New York 2018-04-04 \n", + "328 New York, New York 2008-10-22 \n", + "329 Houston, Texas 2005-03-14 \n", + "330 Sunnyvale, California 1999-06-25 \n", + "331 Los Gatos, California 2010-12-20 \n", + "332 Atlanta, Georgia 1989-04-30 \n", + "333 Denver, Colorado 1969-06-30 \n", + "334 New York, New York 2013-08-01 \n", + "335 New York, New York 2015-09-18 \n", + "336 Juno Beach, Florida 1976-06-30 \n", + "337 New York, New York 2013-07-09 \n", + "338 Washington County, Oregon 1988-11-30 \n", + "339 Merrillville, Indiana NaN \n", + "340 Norfolk, Virginia 1957-03-04 \n", + "341 Chicago, Illinois NaN \n", + "342 West Falls Church, Virginia 1985-06-30 \n", + "343 Tempe, Arizona 2003-03-25 \n", + "344 Miami, Florida 2017-10-13 \n", + "345 Princeton, New Jersey 2010-01-29 \n", + "346 Charlotte, North Carolina 1985-04-30 \n", + "347 Santa Clara, California 2001-11-30 \n", + "348 Reston, Virginia 2019-09-26 \n", + "349 Springfield, Missouri 2009-03-27 \n", + "350 Houston, Texas 1982-12-31 \n", + "351 Thomasville, North Carolina 2019-12-09 \n", + "352 New York, New York NaN \n", + "353 Tulsa, Oklahoma 2010-03-15 \n", + "354 Redwood Shores, California 1989-08-31 \n", + "355 Farmington, Connecticut 2020-04-03 \n", + "356 Bellevue, Washington 1980-12-31 \n", + "357 Lake Forest, Illinois 2017-07-26 \n", + "358 Cleveland, Ohio 1985-11-30 \n", + "359 Penfield, New York NaN \n", + "360 Oklahoma City, Oklahoma 2020-01-28 \n", + "361 San Jose, California 2015-07-20 \n", + "362 Worsley, UK 2012-10-01 \n", + "363 Bridgeport, Connecticut 2008-11-13 \n", + "364 Purchase, New York 1957-03-04 \n", + "365 Waltham, Massachusetts 1985-05-31 \n", + "366 Dublin, Ireland 2011-12-19 \n", + "367 New York, New York 1957-03-04 \n", + "368 New York, New York 2008-03-31 \n", + "369 Houston, Texas 2012-05-01 \n", + "370 Phoenix, Arizona NaN \n", + "371 Irving, Texas 2008-09-24 \n", + "372 Pittsburgh, Pennsylvania 1988-04-30 \n", + "373 Covington, Louisiana 2020-10-07 \n", + "374 Pittsburgh, Pennsylvania 1957-03-04 \n", + "375 Allentown, Pennsylvania NaN \n", + "376 Des Moines, Iowa 2002-07-22 \n", + "377 Cincinnati, Ohio 1957-03-04 \n", + "378 Mayfield Village, Ohio 1997-08-04 \n", + "379 San Francisco, California 2003-07-17 \n", + "380 Newark, New Jersey 2002-07-22 \n", + "381 Newark, New Jersey 1957-03-04 \n", + "382 Glendale, California 2005-08-19 \n", + "383 Atlanta, Georgia 1984-04-30 \n", + "384 New York, New York 2013-02-15 \n", + "385 Greensboro, North Carolina 2015-06-11 \n", + "386 Houston, Texas 2009-07-01 \n", + "387 San Diego, California NaN \n", + "388 Secaucus, New Jersey 2002-12-12 \n", + "389 New York, New York 2007-02-02 \n", + "390 St. Petersburg, Florida 2017-03-20 \n", + "391 Waltham, Massachusetts NaN \n", + "392 San Diego, California 2015-04-07 \n", + "393 Jacksonville, Florida 2017-03-02 \n", + "394 Tarrytown, New York 2013-05-01 \n", + "395 Birmingham, Alabama 1998-08-28 \n", + "396 Phoenix, Arizona 2008-12-05 \n", + "397 San Diego, California 2017-07-26 \n", + "398 Menlo Park, California 2000-12-05 \n", + "399 Milwaukee, Wisconsin NaN \n", + "400 Atlanta, Georgia 2018-10-01 \n", + "401 Sarasota, Florida 2009-12-23 \n", + "402 Dublin, California 2009-12-21 \n", + "403 Miami, Florida 2014-12-05 \n", + "404 New York, New York NaN \n", + "405 San Francisco, California 2008-09-15 \n", + "406 Boca Raton, Florida 2017-09-01 \n", + "407 Curaçao, Kingdom of the Netherlands 1965-03-31 \n", + "408 Dublin, Ireland 2012-07-02 \n", + "409 Charlotte, North Carolina 1957-03-04 \n", + "410 San Diego, California NaN \n", + "411 Santa Clara, California 2019-11-21 \n", + "412 Cleveland, Ohio 1964-06-30 \n", + "413 Indianapolis, Indiana 2002-06-26 \n", + "414 Woburn, Massachusetts 2015-03-12 \n", + "415 New York, New York 2015-03-20 \n", + "416 Kenosha, Wisconsin 1982-09-30 \n", + "417 Atlanta, Georgia 1957-03-04 \n", + "418 Dallas, Texas 1994-07-01 \n", + "419 New Britain, Connecticut 1982-09-30 \n", + "420 Seattle, Washington NaN \n", + "421 Boston, Massachusetts NaN \n", + "422 Dublin, Ireland 2019-12-23 \n", + "423 Kalamazoo, Michigan 2000-12-12 \n", + "424 Santa Clara, California 2018-03-19 \n", + "425 Stamford, Connecticut 2015-11-18 \n", + "426 Mountain View, California 2017-03-16 \n", + "427 Houston, Texas 1986-12-31 \n", + "428 Bellevue, Washington 2019-07-15 \n", + "429 Baltimore, Maryland NaN \n", + "430 New York, New York 2018-03-19 \n", + "431 New York, New York 2004 \n", + "432 Minneapolis, Minnesota 1976-12-31 \n", + "433 Schaffhausen, Switzerland 2011-10-17 \n", + "434 London, United Kingdom 2009-06-05 \n", + "435 Thousand Oaks, California 2020-06-22 \n", + "436 Wayne, Pennsylvania 2019-01-18 \n", + "437 North Reading, Massachusetts 2020-09-21 \n", + "438 Dallas, Texas NaN \n", + "439 Providence, Rhode Island 1978-12-31 \n", + "440 Waltham, Massachusetts NaN \n", + "441 New York, New York 2000-06-21 \n", + "442 Framingham, Massachusetts 1985-09-30 \n", + "443 Brentwood, Tennessee 2014-01-24 \n", + "444 Dublin, Ireland 2010-11-17 \n", + "445 Cleveland, Ohio 2016-06-03 \n", + "446 New York, New York 2002-08-21 \n", + "447 Charlotte, North Carolina 1997-12-04 \n", + "448 San Francisco, California 2018-06-07 \n", + "449 Plano, Texas 2020-06-22 \n", + "450 Springdale, Arkansas NaN \n", + "451 Highlands Ranch, Colorado 2016-03-07 \n", + "452 Bolingbrook, Illinois 2016-04-18 \n", + "453 Minneapolis, Minnesota NaN \n", + "454 Baltimore, Maryland 2014-05-01 \n", + "455 Baltimore, Maryland 2016-04-08 \n", + "456 Omaha, Nebraska 1957-03-04 \n", + "457 Chicago, Illinois 2015-09-03 \n", + "458 Minnetonka, Minnesota 1994-07-01 \n", + "459 Atlanta, Georgia 2002-07-22 \n", + "460 Stamford, Connecticut 2014-09-20 \n", + "461 King of Prussia, Pennsylvania 2014-09-20 \n", + "462 Chattanooga, Tennessee 1994-03-01 \n", + "463 San Antonio, Texas NaN \n", + "464 Palo Alto, California 2007-02-12 \n", + "465 Chicago, Illinois 2009-03-04 \n", + "466 Dulles, Virginia 2006-02-01 \n", + "467 Jersey City, New Jersey 2015-10-08 \n", + "468 New York, New York 1983-11-30 \n", + "469 Cambridge, Massachusetts 2013-09-23 \n", + "470 Greensboro, North Carolina 1979-06-30 \n", + "471 New York, New York NaN \n", + "472 Pittsburgh, Pennsylvania 2004-04-23 \n", + "473 San Francisco, California 2009-12-21 \n", + "474 Raleigh, North Carolina 2020-10-09 \n", "475 New York, New York NaN \n", "476 Birmingham, Alabama 1999-06-30 \n", "477 Greenwich, Connecticut 2019-12-05 \n", @@ -7719,9 +7719,9 @@ "485 San Francisco, California 1976-06-30 \n", "486 Toledo, Ohio 2009-01-30 \n", "487 Exton, Pennsylvania 2020-05-22 \n", - "488 Irvine, California 2009-07-01 \n", + "488 San Jose, California 2009-07-01 \n", "489 Englewood, Colorado 2006-09-29 \n", - "490 Richmond, Virginia NaN \n", + "490 Atlanta, Georgia NaN \n", "491 Federal Way, Washington NaN \n", "492 Benton Harbor, Michigan NaN \n", "493 Tulsa, Oklahoma 1975-03-31 \n", @@ -7827,14 +7827,14 @@ "86 1170010 1993 \n", "87 815097 1972 \n", "88 1783180 2020 (1915) \n", - "89 18230 1925 \n", - "90 1374310 1973 \n", - "91 1138118 1906 \n", - "92 1402057 1984 \n", - "93 1306830 1918 \n", - "94 1071739 1984 \n", - "95 1130310 1882 \n", - "96 18926 1983 (1877) \n", + "89 1596783 2007 \n", + "90 18230 1925 \n", + "91 1374310 1973 \n", + "92 1138118 1906 \n", + "93 1402057 1984 \n", + "94 1306830 1918 \n", + "95 1071739 1984 \n", + "96 1130310 1882 \n", "97 804753 1979 \n", "98 1324404 1946 \n", "99 316709 1971 \n", @@ -7843,7 +7843,7 @@ "102 1058090 1993 \n", "103 896159 1985 \n", "104 313927 1847 \n", - "105 701221 1982 \n", + "105 1739940 1982 \n", "106 20286 1950 \n", "107 723254 1929 \n", "108 858877 1984 \n", @@ -7868,358 +7868,358 @@ "127 24741 1851 \n", "128 1755672 2019 \n", "129 909832 1976 \n", - "130 1024305 1904 \n", - "131 1051470 1994 \n", - "132 277948 1980 \n", - "133 26172 1919 \n", - "134 64803 1996 \n", - "135 882184 1978 \n", - "136 313616 1969 \n", - "137 940944 1938 \n", - "138 927066 1979 \n", - "139 315189 1837 \n", - "140 27904 1929 \n", - "141 818479 NaN \n", - "142 1090012 1971 \n", - "143 1093557 1999 \n", - "144 1539838 2007 \n", - "145 1297996 2004 \n", - "146 1393612 1985 \n", + "130 1051470 1994 \n", + "131 277948 1980 \n", + "132 26172 1919 \n", + "133 64803 1996 \n", + "134 882184 1978 \n", + "135 313616 1969 \n", + "136 940944 1938 \n", + "137 927066 1979 \n", + "138 315189 1837 \n", + "139 27904 1929 \n", + "140 818479 2016 (1969) \n", + "141 1090012 1971 \n", + "142 1093557 1999 \n", + "143 1539838 2007 \n", + "144 1297996 2004 \n", + "145 1393612 1985 \n", + "146 1437107 1985 \n", "147 1437107 1985 \n", - "148 1437107 1985 \n", - "149 1001082 1980 \n", - "150 29534 1939 \n", - "151 935703 1986 \n", - "152 715957 1983 \n", - "153 1286681 1960 \n", - "154 29905 1955 \n", - "155 1751788 2019 \n", - "156 936340 1995 \n", - "157 1326160 1904 \n", - "158 783280 1972 \n", - "159 1666700 2017 \n", - "160 1688568 2017 \n", - "161 1015780 1982 \n", - "162 915389 1920 \n", - "163 1551182 1911 \n", - "164 1065088 1995 \n", - "165 31462 1923 \n", - "166 827052 1886 \n", - "167 1099800 1958 \n", - "168 712515 1982 \n", - "169 32604 1890 \n", - "170 65984 1913 \n", - "171 821189 1999 \n", - "172 33185 1899 \n", - "173 1101239 1998 \n", - "174 906107 1969 \n", - "175 920522 1971 \n", - "176 1001250 1946 \n", - "177 1711269 1909 \n", - "178 72741 1966 \n", - "179 1095073 1973 \n", - "180 1109357 2000 \n", - "181 1324424 1996 \n", - "182 746515 1979 \n", - "183 1289490 1977 \n", - "184 34088 1999 \n", - "185 1048695 1996 \n", - "186 1326801 2004 \n", - "187 815556 1967 \n", - "188 34903 1962 \n", - "189 1048911 1971 \n", - "190 1136893 1968 \n", - "191 35527 1858 \n", - "192 1031296 1997 \n", - "193 1132979 1985 \n", - "194 798354 1984 \n", - "195 1175454 2000 \n", - "196 354908 1978 \n", - "197 30625 1997 \n", - "198 37785 1883 \n", - "199 37996 1903 \n", - "200 1262039 2000 \n", - "201 1659166 2016 \n", - "202 1519751 2011 (1969) \n", - "203 1308161 NaN \n", - "204 1308161 NaN \n", - "205 38777 1947 \n", - "206 831259 1912 \n", - "207 39911 1969 \n", - "208 1121788 1989 \n", - "209 749251 1979 \n", - "210 40533 1899 \n", - "211 40545 1892 \n", - "212 40704 1856 \n", - "213 1467858 1908 \n", - "214 40987 1925 \n", - "215 882095 1987 \n", - "216 320335 1900 \n", - "217 1123360 2000 \n", - "218 886982 1869 \n", - "219 277135 1927 \n", - "220 12659 1955 \n", - "221 45012 1919 \n", - "222 1359841 2000 \n", - "223 874766 1810 \n", - "224 46080 1923 \n", - "225 860730 1968 \n", - "226 765880 1985 \n", - "227 1000228 1932 \n", - "228 47111 1894 \n", - "229 4447 1919 \n", - "230 1645590 2015 \n", - "231 1585689 1919 \n", - "232 48039 1947 \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", - "266 200406 1886 \n", - "267 833444 1885 \n", - "268 19617 2000 (1799 / 1871) \n", - "269 1043604 1996 \n", - "270 54480 1887 \n", - "271 55067 1906 \n", - "272 91576 1825 \n", - "273 1601046 2014 \n", - "274 55785 1872 \n", - "275 879101 NaN \n", - "276 1506307 1997 \n", - "277 319201 1975/1977 (1997) \n", - "278 885639 1962 \n", - "279 1637459 2015 (1869) \n", - "280 56873 1883 \n", - "281 701985 1963 \n", - "282 202058 2019 (1895) \n", - "283 920148 1978 \n", - "284 707549 1980 \n", - "285 1679273 2016 (1950) \n", - "286 1300514 1988 \n", - "287 58492 1883 \n", - "288 1336920 1969 \n", - "289 920760 1954 \n", - "290 59478 1876 \n", - "291 59558 1905 \n", - "292 1707925 1879 \n", - "293 1335258 2010 \n", - "294 1065696 1998 \n", - "295 936468 1995 \n", - "296 60086 NaN \n", - "297 60667 1904/1946/1959 \n", - "298 1489393 2007 \n", - "299 36270 1856 \n", - "300 101778 1887 \n", - "301 1510295 2009 (1887) \n", - "302 1278021 2000 \n", - "303 1048286 1927 \n", - "304 62709 1905 \n", - "305 916076 1993 \n", - "306 62996 1929 \n", - "307 1141391 1966 \n", - "308 63754 1889 \n", - "309 743316 1983 \n", - "310 63908 1940 \n", - "311 927653 1833 \n", - "312 1613103 1949 \n", - "313 310158 1891 \n", - "314 1099219 1868 \n", - "315 1037646 1945 \n", - "316 789570 1986 \n", - "317 827054 1989 \n", - "318 723125 1978 \n", - "319 789019 1975 \n", - "320 912595 1977 \n", - "321 851968 1878 \n", - "322 24545 2005 (Molson 1786, Coors 1873) \n", - "323 1103982 2012 \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 1623613 1961 \n", - "331 1120193 NaN \n", - "332 1021860 1841 \n", - "333 1002047 1992 \n", - "334 1065280 1997 \n", - "335 814453 1903 \n", - "336 1164727 1921 \n", - "337 1564708 2013 (1980) \n", - "338 1564708 2013 (1980) \n", - "339 753308 1984 (1925) \n", - "340 1492633 1923 \n", - "341 320187 1964 \n", - "342 1111711 1912 \n", - "343 72207 1932 \n", - "344 702165 1881/1894 (1980) \n", - "345 73124 1889 \n", - "346 1133421 1994 (Northrop 1939, Grumman 1930) \n", - "347 849399 1982 \n", - "348 1513761 2011 (1966) \n", - "349 1013871 1992 \n", - "350 73309 1940 \n", - "351 1045810 1993 \n", - "352 906163 1980 \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 1781335 2020 (1853) \n", - "360 75362 1905 \n", - "361 75677 1959 \n", - "362 76334 1917 \n", - "363 723531 1971 \n", - "364 1590955 1998 \n", - "365 1633917 1998 \n", - "366 77360 1966 \n", - "367 1378946 1842 \n", - "368 77476 1898 \n", - "369 31791 1937 \n", - "370 1585364 2013 (1887) \n", - "371 78003 1849 \n", - "372 1413329 2008 (1847) \n", - "373 1534701 2012 (1917) \n", - "374 764622 1985 \n", - "375 1038357 1997 \n", - "376 713676 1845 \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 1393311 1972 \n", - "386 822416 1956 \n", - "387 78239 1881 \n", - "388 1604778 2015 \n", - "389 1050915 1997 \n", - "390 804328 1985 \n", - "391 1022079 1967 \n", - "392 1037038 1967 \n", - "393 720005 1962 \n", - "394 101829 1922 \n", - "395 726728 1969 \n", - "396 910606 1963 \n", - "397 872589 1988 \n", - "398 1281761 1971 \n", - "399 1060391 1998 (1981) \n", - "400 943819 1989 \n", - "401 315213 1948 \n", - "402 1024478 1903 \n", - "403 84839 1948 \n", - "404 882835 NaN \n", - "405 745732 1982 \n", - "406 884887 1997 \n", - "407 64040 1917 \n", - "408 1108524 1999 \n", - "409 1034054 NaN \n", - "410 87347 1926 \n", - "411 1137789 1979 \n", - "412 1012100 1960 \n", - "413 1032208 1998 \n", - "414 1373715 2003 \n", - "415 89800 1866 \n", - "416 1063761 2003 \n", - "417 4127 2002 \n", - "418 1040971 1997 \n", - "419 91440 1920 \n", - "420 92122 1945 \n", - "421 92380 1967 \n", - "422 93556 1843 \n", - "423 829224 1971 \n", - "424 93751 1792 \n", - "425 1757898 1985 \n", - "426 310764 1941 \n", - "427 719739 1983 \n", - "428 1601712 2003 \n", - "429 883241 1986 \n", - "430 96021 1969 \n", - "431 1283699 1994 \n", - "432 1113169 1937 \n", - "433 946581 1993 \n", - "434 1116132 2017 \n", - "435 27419 1902 \n", - "436 1385157 2007 \n", - "437 1681459 2017 (1958) \n", - "438 1094285 1960 \n", - "439 96943 1943 \n", - "440 97476 1930 \n", - "441 217346 1923 \n", - "442 97745 2006 (1902) \n", - "443 98246 1837 \n", - "444 109198 1987 \n", - "445 916365 1938 \n", - "446 1466258 1871 \n", - "447 1260221 1993 \n", - "448 86312 1853 \n", - "449 92230 1872 \n", - "450 1418091 2006 \n", - "451 860731 1966 \n", - "452 100493 1935 \n", - "453 74208 1972 \n", - "454 1403568 1990 \n", - "455 36104 1968 \n", - "456 1336917 1996 \n", - "457 1336917 1996 \n", - "458 100885 1862 \n", - "459 100517 1967 \n", - "460 731766 1977 \n", - "461 1090727 1907 \n", - "462 1067701 1997 \n", - "463 352915 1979 \n", - "464 5513 1999 \n", - "465 103379 1899 \n", - "466 1035002 1980 \n", - "467 203527 1948 \n", - "468 740260 1998 \n", - "469 1014473 1995 \n", - "470 1442145 1971 \n", - "471 732712 1983 (1877) \n", - "472 875320 1989 \n", - "473 1339947 2019 (1952) \n", - "474 1403161 1958 \n", + "148 1001082 1980 \n", + "149 29534 1939 \n", + "150 935703 1986 \n", + "151 715957 1983 \n", + "152 1286681 1960 \n", + "153 29905 1955 \n", + "154 1751788 2019 \n", + "155 936340 1995 \n", + "156 1326160 1904 \n", + "157 783280 1972 \n", + "158 1666700 2017 \n", + "159 1688568 2017 \n", + "160 915389 1920 \n", + "161 1551182 1911 \n", + "162 1065088 1995 \n", + "163 31462 1923 \n", + "164 827052 1886 \n", + "165 1099800 1958 \n", + "166 712515 1982 \n", + "167 32604 1890 \n", + "168 65984 1913 \n", + "169 821189 1999 \n", + "170 33185 1899 \n", + "171 1101239 1998 \n", + "172 906107 1969 \n", + "173 920522 1971 \n", + "174 1001250 1946 \n", + "175 1370637 2005 \n", + "176 1711269 1909 \n", + "177 72741 1966 \n", + "178 1095073 1973 \n", + "179 1109357 2000 \n", + "180 1324424 1996 \n", + "181 746515 1979 \n", + "182 1289490 1977 \n", + "183 34088 1999 \n", + "184 1048695 1996 \n", + "185 1326801 2004 \n", + "186 815556 1967 \n", + "187 34903 1962 \n", + "188 1048911 1971 \n", + "189 1136893 1968 \n", + "190 35527 1858 \n", + "191 1031296 1997 \n", + "192 1132979 1985 \n", + "193 798354 1984 \n", + "194 1175454 2000 \n", + "195 354908 1978 \n", + "196 30625 1997 \n", + "197 37785 1883 \n", + "198 37996 1903 \n", + "199 1262039 2000 \n", + "200 1659166 2016 \n", + "201 1519751 2011 (1969) \n", + "202 1754301 2019 \n", + "203 1754301 2019 \n", + "204 38777 1947 \n", + "205 831259 1912 \n", + "206 39911 1969 \n", + "207 1121788 1989 \n", + "208 749251 1979 \n", + "209 40533 1899 \n", + "210 40545 1892 \n", + "211 40704 1856 \n", + "212 1467858 1908 \n", + "213 40987 1925 \n", + "214 882095 1987 \n", + "215 320335 1900 \n", + "216 1123360 2000 \n", + "217 886982 1869 \n", + "218 277135 1927 \n", + "219 45012 1919 \n", + "220 1359841 2000 \n", + "221 874766 1810 \n", + "222 46080 1923 \n", + "223 860730 1968 \n", + "224 765880 1985 \n", + "225 1000228 1932 \n", + "226 47111 1894 \n", + "227 4447 1919 \n", + "228 1645590 2015 \n", + "229 1585689 1919 \n", + "230 48039 1947 \n", + "231 859737 1985 \n", + "232 354950 1978 \n", + "233 773840 1906 \n", + "234 48465 1891 \n", + "235 1070750 1993 \n", + "236 4281 2016 \n", + "237 47217 1939 (2015) \n", + "238 49071 1961 \n", + "239 49196 1866 \n", + "240 1501585 2011 \n", + "241 832101 1988 \n", + "242 874716 1983 \n", + "243 1598014 1959 \n", + "244 49826 1912 \n", + "245 1110803 1998 \n", + "246 879169 1991 \n", + "247 1699150 1859 \n", + "248 50863 1968 \n", + "249 1571949 2000 \n", + "250 51143 1911 \n", + "251 51434 1898 \n", + "252 51644 1961 (1930) \n", + "253 51253 1958 (1889) \n", + "254 896878 1983 \n", + "255 1035267 1995 \n", + "256 914208 1935 \n", + "257 1111928 1990 \n", + "258 1478242 1982 \n", + "259 1020569 1951 \n", + "260 779152 1976 \n", + "261 52988 1947 \n", + "262 728535 1961 \n", + "263 91419 1897 \n", + "264 200406 1886 \n", + "265 833444 1885 \n", + "266 19617 2000 (1799 / 1871) \n", + "267 1043604 1996 \n", + "268 54480 1887 \n", + "269 55067 1906 \n", + "270 91576 1825 \n", + "271 1601046 2014 \n", + "272 55785 1872 \n", + "273 879101 1958 \n", + "274 1506307 1997 \n", + "275 319201 1975/1977 (1997) \n", + "276 1637459 2015 (1869) \n", + "277 56873 1883 \n", + "278 701985 1963 \n", + "279 202058 2019 (1895) \n", + "280 920148 1978 \n", + "281 707549 1980 \n", + "282 1679273 2016 (1950) \n", + "283 1300514 1988 \n", + "284 58492 1883 \n", + "285 1336920 1969 \n", + "286 920760 1954 \n", + "287 59478 1876 \n", + "288 59558 1905 \n", + "289 1707925 1879 \n", + "290 1335258 2010 \n", + "291 1065696 1998 \n", + "292 936468 1995 \n", + "293 60086 1959 \n", + "294 60667 1904/1946/1959 \n", + "295 18926 1983 (1877) \n", + "296 1489393 2007 \n", + "297 36270 1856 \n", + "298 101778 1887 \n", + "299 1510295 2009 (1887) \n", + "300 1278021 2000 \n", + "301 1048286 1927 \n", + "302 62709 1905 \n", + "303 916076 1993 \n", + "304 62996 1929 \n", + "305 1141391 1966 \n", + "306 63754 1889 \n", + "307 743316 1983 \n", + "308 63908 1940 \n", + "309 927653 1833 \n", + "310 1613103 1949 \n", + "311 310158 1891 \n", + "312 1099219 1868 \n", + "313 1037646 1945 \n", + "314 789570 1986 \n", + "315 827054 1989 \n", + "316 723125 1978 \n", + "317 789019 1975 \n", + "318 912595 1977 \n", + "319 851968 1878 \n", + "320 24545 2005 (Molson 1786, Coors 1873) \n", + "321 1103982 2012 \n", + "322 865752 2012 (1935) \n", + "323 1059556 1909 \n", + "324 895421 1935 \n", + "325 1285785 2004 (1865 / 1909) \n", + "326 68505 1928 (2011) \n", + "327 1408198 1969 \n", + "328 1120193 1971 \n", + "329 1021860 1841 \n", + "330 1002047 1992 \n", + "331 1065280 1997 \n", + "332 814453 1903 \n", + "333 1164727 1921 \n", + "334 1564708 2013 (1980) \n", + "335 1564708 2013 (1980) \n", + "336 753308 1984 (1925) \n", + "337 1492633 1923 \n", + "338 320187 1964 \n", + "339 1111711 1912 \n", + "340 702165 1881/1894 (1980) \n", + "341 73124 1889 \n", + "342 1133421 1994 (Northrop 1939, Grumman 1930) \n", + "343 849399 1982 \n", + "344 1513761 2011 (1966) \n", + "345 1013871 1992 \n", + "346 73309 1940 \n", + "347 1045810 1993 \n", + "348 906163 1980 \n", + "349 898173 1957 \n", + "350 797468 1920 \n", + "351 878927 1934 \n", + "352 29989 1986 \n", + "353 1039684 1906 \n", + "354 1341439 1977 \n", + "355 1781335 2020 (1853) \n", + "356 75362 1905 \n", + "357 75677 1959 \n", + "358 76334 1917 \n", + "359 723531 1971 \n", + "360 1590955 1998 \n", + "361 1633917 1998 \n", + "362 77360 1966 \n", + "363 1378946 1842 \n", + "364 77476 1898 \n", + "365 31791 1937 \n", + "366 1585364 2013 (1887) \n", + "367 78003 1849 \n", + "368 1413329 2008 (1847) \n", + "369 1534701 2012 (1917) \n", + "370 764622 1985 \n", + "371 1038357 1997 \n", + "372 713676 1845 \n", + "373 945841 1993 \n", + "374 79879 1883 \n", + "375 922224 1920 \n", + "376 1126328 1879 \n", + "377 80424 1837 \n", + "378 80661 1937 \n", + "379 1045609 1983 \n", + "380 1137774 1875 \n", + "381 788784 1903 \n", + "382 1393311 1972 \n", + "383 822416 1956 \n", + "384 78239 1881 \n", + "385 1604778 2015 \n", + "386 1050915 1997 \n", + "387 804328 1985 \n", + "388 1022079 1967 \n", + "389 1037038 1967 \n", + "390 720005 1962 \n", + "391 101829 1922 \n", + "392 726728 1969 \n", + "393 910606 1963 \n", + "394 872589 1988 \n", + "395 1281761 1971 \n", + "396 1060391 1998 (1981) \n", + "397 943819 1989 \n", + "398 315213 1948 \n", + "399 1024478 1903 \n", + "400 84839 1948 \n", + "401 882835 NaN \n", + "402 745732 1982 \n", + "403 884887 1997 \n", + "404 64040 1917 \n", + "405 1108524 1999 \n", + "406 1034054 1989 \n", + "407 87347 1926 \n", + "408 1137789 1979 \n", + "409 1012100 1960 \n", + "410 1032208 1998 \n", + "411 1373715 2003 \n", + "412 89800 1866 \n", + "413 1063761 2003 \n", + "414 4127 2002 \n", + "415 1040971 1997 \n", + "416 91440 1920 \n", + "417 92122 1945 \n", + "418 92380 1967 \n", + "419 93556 1843 \n", + "420 829224 1971 \n", + "421 93751 1792 \n", + "422 1757898 1985 \n", + "423 310764 1941 \n", + "424 719739 1983 \n", + "425 1601712 2003 \n", + "426 883241 1986 \n", + "427 96021 1969 \n", + "428 1283699 1994 \n", + "429 1113169 1937 \n", + "430 946581 1993 \n", + "431 1116132 2017 \n", + "432 27419 1902 \n", + "433 1385157 2007 \n", + "434 1681459 2017 (1958) \n", + "435 1094285 1960 \n", + "436 96943 1943 \n", + "437 97210 1960 \n", + "438 97476 1930 \n", + "439 217346 1923 \n", + "440 97745 2006 (1902) \n", + "441 98246 1837 \n", + "442 109198 1987 \n", + "443 916365 1938 \n", + "444 1466258 1871 \n", + "445 1260221 1993 \n", + "446 86312 1853 \n", + "447 92230 1872 \n", + "448 1418091 2006 \n", + "449 860731 1966 \n", + "450 100493 1935 \n", + "451 74208 1972 \n", + "452 1403568 1990 \n", + "453 36104 1968 \n", + "454 1336917 1996 \n", + "455 1336917 1996 \n", + "456 100885 1862 \n", + "457 100517 1967 \n", + "458 731766 1977 \n", + "459 1090727 1907 \n", + "460 1067701 1997 \n", + "461 352915 1979 \n", + "462 5513 1999 \n", + "463 1035002 1980 \n", + "464 203527 1948 \n", + "465 740260 1998 \n", + "466 1014473 1995 \n", + "467 1442145 1971 \n", + "468 732712 1983 (1877) \n", + "469 875320 1989 \n", + "470 103379 1899 \n", + "471 813828 2019 (1952) \n", + "472 1792044 1961 \n", + "473 1403161 1958 \n", + "474 1786842 2019 \n", "475 899689 1982 \n", "476 1396009 1909 \n", "477 11544 1967 \n", "478 943452 1999 (1869) \n", "479 104169 1962 \n", "480 1618921 2014 \n", - "481 1001039 1923 \n", + "481 1744489 1923 \n", "482 823768 1968 \n", "483 1000697 1958 \n", "484 783325 1896 \n", @@ -8228,14 +8228,14 @@ "487 105770 1923 \n", "488 106040 1970 \n", "489 1365135 1851 \n", - "490 1636023 2015 \n", + "490 1732845 2015 \n", "491 106535 1900 \n", "492 106640 1911 \n", "493 107263 1908 \n", "494 1140536 2016 \n", "495 1174922 2002 \n", "496 72903 1909 \n", - "497 108772 1906 \n", + "497 1770450 1906 \n", "498 743988 1984 \n", "499 1524472 2011 \n", "500 1041061 1997 \n", @@ -8279,7 +8279,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.2" + "version": "3.8.5" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/sp500_by_date.ipynb b/sp500_by_date.ipynb index d1e0c4b..974de2f 100644 --- a/sp500_by_date.ipynb +++ b/sp500_by_date.ipynb @@ -144,23 +144,23 @@ " \n", " \n", " \n", - " 2020-04-03\n", + " 2020-09-18\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2020-04-06\n", + " 2020-09-21\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2020-05-12\n", + " 2020-10-07\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2020-05-22\n", + " 2020-10-12\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", - " 2020-06-22\n", + " 2020-11-17\n", " A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", " \n", " \n", @@ -170,11 +170,11 @@ "text/plain": [ " tickers\n", "date \n", - "2020-04-03 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2020-04-06 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2020-05-12 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2020-05-22 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", - "2020-06-22 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,..." + "2020-09-18 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2020-09-21 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2020-10-07 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2020-10-12 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,...\n", + "2020-11-17 A,AAL,AAP,AAPL,ABBV,ABC,ABMD,ABT,ACN,ADBE,ADI,..." ] }, "execution_count": 5, @@ -183,7 +183,7 @@ } ], "source": [ - "filename = 'S&P 500 Historical Components & Changes(08-23-2020).csv'\n", + "filename = 'S&P 500 Historical Components & Changes(12-04-2020).csv'\n", "df = get_table(filename)\n", "df.tail()" ] @@ -228,23 +228,23 @@ " \n", " \n", " \n", - " 2020-04-03\n", + " 2020-09-18\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-04-06\n", + " 2020-09-21\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-05-12\n", + " 2020-10-07\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-05-22\n", + " 2020-10-12\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-06-22\n", + " 2020-11-17\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", @@ -254,11 +254,11 @@ "text/plain": [ " tickers\n", "date \n", - "2020-04-03 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-04-06 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-05-12 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-05-22 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-06-22 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." + "2020-09-18 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-09-21 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-10-07 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-10-12 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-11-17 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." ] }, "execution_count": 6, @@ -394,9 +394,9 @@ "output_type": "stream", "text": [ "**************************************** ADDED since 2018-10-23 ****************************************\n", - "['TFX', 'OTIS', 'NOW', 'PAYC', 'DOW', 'FRC', 'RTX', 'MXIM', 'WAB', 'CE', 'WST', 'PEAK', 'DPZ', 'LYV', 'CDW', 'TDY', 'LHX', 'CTVA', 'LVS', 'FANG', 'AMCR', 'NVR', 'TMUS', 'ZBRA', 'J', 'TYL', 'ODFL', 'HWM', 'DD', 'STE', 'GL', 'BIO', 'CARR', 'MKTX', 'JKHY', 'NLOK', 'BKR', 'TT', 'KEYS', 'TFC', 'LW', 'LDOS', 'WRB', 'DXCM', 'IEX', 'VIAC', 'ATO', 'LIN']\n", + "['AMCR', 'DOW', 'RTX', 'ETSY', 'JKHY', 'BIO', 'MKTX', 'DXCM', 'BKR', 'TER', 'TFX', 'LW', 'LHX', 'TDY', 'CDW', 'OTIS', 'DPZ', 'NVR', 'ATO', 'LVS', 'PEAK', 'VTRS', 'FRC', 'ODFL', 'TMUS', 'LIN', 'NLOK', 'WRB', 'KEYS', 'STE', 'CE', 'IEX', 'FANG', 'TFC', 'VIAC', 'LUMN', 'PAYC', 'WST', 'ZBRA', 'CARR', 'DD', 'CTLT', 'TT', 'GL', 'MXIM', 'CTVA', 'NOW', 'POOL', 'TYL', 'WAB', 'LDOS', 'J', 'LYV', 'HWM', 'VNT']\n", "**************************************** REMOVED since 2018-10-23 ****************************************\n", - "['RHT', 'CELG', 'SRCL', 'HP', 'ADS', 'APC', 'ARNC', 'TRIP', 'BHF', 'BBT', 'PCG', 'TSS', 'STI', 'SYMC', 'JEF', 'HRS', 'MAC', 'LLL', 'JEC', 'WCG', 'HCP', 'FL', 'BHGE', 'EQT', 'SCG', 'CA', 'XEC', 'GT', 'FLR', 'ESRX', 'CBS', 'JWN', 'COL', 'CPRI', 'NKTR', 'DWDP', 'M', 'AET', 'AMG', 'PX', 'RTN', 'TMK', 'HOG', 'MAT', 'UTX', 'NFX', 'AGN', 'VIAB']\n" + "['MAC', 'ARNC', 'ESRX', 'XEC', 'HRS', 'JEC', 'SYMC', 'CTL', 'CELG', 'NFX', 'RHT', 'CPRI', 'EQT', 'COL', 'VIAB', 'ADS', 'KSS', 'RTN', 'TSS', 'AMG', 'ETFC', 'PX', 'HCP', 'AET', 'NKTR', 'BBT', 'DWDP', 'NBL', 'APC', 'CBS', 'CA', 'M', 'WCG', 'FLR', 'COTY', 'STI', 'HRB', 'TMK', 'AGN', 'PCG', 'SRCL', 'HOG', 'HP', 'MAT', 'BHGE', 'LLL', 'FL', 'GT', 'UTX', 'JWN', 'MYL', 'BHF', 'SCG', 'TRIP', 'JEF']\n" ] } ], @@ -409,13 +409,6 @@ "print('*'*40,'REMOVED since {}'.format(snap_shot),'*'*40)\n", "print(removed)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -434,7 +427,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.2" + "version": "3.8.5" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/sp500_changes_since_2019.csv b/sp500_changes_since_2019.csv index e411a40..91fe099 100644 --- a/sp500_changes_since_2019.csv +++ b/sp500_changes_since_2019.csv @@ -27,4 +27,9 @@ date,add,remove 2020-04-06,"HWM","ARNC,RTN,M" 2020-05-12,"DXCM,DPZ","AGN,CPRI" 2020-05-22,"WST","HP" -2020-06-22,"TYL,TDY,BIO","JWN,HOG,ADS" \ No newline at end of file +2020-06-22,"TYL,TDY,BIO","JWN,HOG,ADS" +2020-09-18,"LUMN","CTL" +2020-09-21,"CTLT,TER,ETSY","COTY,KSS,HRB" +2020-10-07,"POOL","ETFC" +2020-10-12,"VNT","NBL" +2020-11-17,"VTRS","MYL" \ No newline at end of file diff --git a/sp500_historical.ipynb b/sp500_historical.ipynb index 3e73f36..db4466b 100644 --- a/sp500_historical.ipynb +++ b/sp500_historical.ipynb @@ -626,6 +626,31 @@ " [BIO, TDY, TYL]\n", " [ADS, HOG, JWN]\n", " \n", + " \n", + " 2020-09-18\n", + " [LUMN]\n", + " [CTL]\n", + " \n", + " \n", + " 2020-09-21\n", + " [CTLT, ETSY, TER]\n", + " [COTY, HRB, KSS]\n", + " \n", + " \n", + " 2020-10-07\n", + " [POOL]\n", + " [ETFC]\n", + " \n", + " \n", + " 2020-10-12\n", + " [VNT]\n", + " [NBL]\n", + " \n", + " \n", + " 2020-11-17\n", + " [VTRS]\n", + " [MYL]\n", + " \n", " \n", "\n", "" @@ -661,7 +686,12 @@ "2020-04-06 [HWM] [ARNC, M, RTN]\n", "2020-05-12 [DPZ, DXCM] [AGN, CPRI]\n", "2020-05-22 [WST] [HP]\n", - "2020-06-22 [BIO, TDY, TYL] [ADS, HOG, JWN]" + "2020-06-22 [BIO, TDY, TYL] [ADS, HOG, JWN]\n", + "2020-09-18 [LUMN] [CTL]\n", + "2020-09-21 [CTLT, ETSY, TER] [COTY, HRB, KSS]\n", + "2020-10-07 [POOL] [ETFC]\n", + "2020-10-12 [VNT] [NBL]\n", + "2020-11-17 [VTRS] [MYL]" ] }, "execution_count": 8, @@ -748,23 +778,23 @@ " \n", " \n", " \n", - " 2020-04-03\n", + " 2020-09-18\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-04-06\n", + " 2020-09-21\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-05-12\n", + " 2020-10-07\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-05-22\n", + " 2020-10-12\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", - " 2020-06-22\n", + " 2020-11-17\n", " [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", " \n", " \n", @@ -774,11 +804,11 @@ "text/plain": [ " tickers\n", "date \n", - "2020-04-03 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-04-06 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-05-12 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-05-22 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", - "2020-06-22 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." + "2020-09-18 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-09-21 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-10-07 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-10-12 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,...\n", + "2020-11-17 [A, AAL, AAP, AAPL, ABBV, ABC, ABMD, ABT, ACN,..." ] }, "execution_count": 10, @@ -941,7 +971,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.2" + "version": "3.8.5" }, "latex_envs": { "LaTeX_envs_menu_present": true,