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": [
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- "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,