diff --git a/S&P 500 Historical Components & Changes(08-01-2023).csv b/S&P 500 Historical Components & Changes(12-30-2023).csv
similarity index 99%
rename from S&P 500 Historical Components & Changes(08-01-2023).csv
rename to S&P 500 Historical Components & Changes(12-30-2023).csv
index d32bfc1..e111ad8 100644
--- a/S&P 500 Historical Components & Changes(08-01-2023).csv
+++ b/S&P 500 Historical Components & Changes(12-30-2023).csv
@@ -2670,3 +2670,8 @@ date,tickers
2023-06-07,"A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISH,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,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,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,RE,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
2023-06-10,"A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DISH,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,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,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
2023-06-20,"A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,L,LDOS,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,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PANW,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
+2023-08-25,"A,AAL,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KVUE,L,LDOS,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,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PANW,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
+2023-08-30,"A,AAL,AAPL,ABBV,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COR,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KVUE,L,LDOS,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,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWL,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PANW,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
+2023-09-18,"A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BX,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COR,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXC,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KVUE,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNT,LOW,LRCX,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PANW,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
+2023-10-02,"A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALK,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,ATVI,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BX,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COR,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KVUE,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNT,LOW,LRCX,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWS,NWSA,NXPI,O,ODFL,OGN,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PANW,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SEDG,SEE,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VLTO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
+2023-10-18,"A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,ADSK,AEE,AEP,AES,AFL,AIG,AIZ,AJG,AKAM,ALB,ALGN,ALL,ALLE,AMAT,AMCR,AMD,AME,AMGN,AMP,AMT,AMZN,ANET,ANSS,AON,AOS,APA,APD,APH,APTV,ARE,ATO,AVB,AVGO,AVY,AWK,AXON,AXP,AZO,BA,BAC,BALL,BAX,BBWI,BBY,BDX,BEN,BF.B,BG,BIIB,BIO,BK,BKNG,BKR,BLDR,BLK,BMY,BR,BRK.B,BRO,BSX,BWA,BX,BXP,C,CAG,CAH,CARR,CAT,CB,CBOE,CBRE,CCI,CCL,CDAY,CDNS,CDW,CE,CEG,CF,CFG,CHD,CHRW,CHTR,CI,CINF,CL,CLX,CMA,CMCSA,CME,CMG,CMI,CMS,CNC,CNP,COF,COO,COP,COR,COST,CPB,CPRT,CPT,CRL,CRM,CSCO,CSGP,CSX,CTAS,CTLT,CTRA,CTSH,CTVA,CVS,CVX,CZR,D,DAL,DD,DE,DFS,DG,DGX,DHI,DHR,DIS,DLR,DLTR,DOV,DOW,DPZ,DRI,DTE,DUK,DVA,DVN,DXCM,EA,EBAY,ECL,ED,EFX,EG,EIX,EL,ELV,EMN,EMR,ENPH,EOG,EPAM,EQIX,EQR,EQT,ES,ESS,ETN,ETR,ETSY,EVRG,EW,EXC,EXPD,EXPE,EXR,F,FANG,FAST,FCX,FDS,FDX,FE,FFIV,FI,FICO,FIS,FITB,FLT,FMC,FOX,FOXA,FRT,FSLR,FTNT,FTV,GD,GE,GEHC,GEN,GILD,GIS,GL,GLW,GM,GNRC,GOOG,GOOGL,GPC,GPN,GRMN,GS,GWW,HAL,HAS,HBAN,HCA,HD,HES,HIG,HII,HLT,HOLX,HON,HPE,HPQ,HRL,HSIC,HST,HSY,HUBB,HUM,HWM,IBM,ICE,IDXX,IEX,IFF,ILMN,INCY,INTC,INTU,INVH,IP,IPG,IQV,IR,IRM,ISRG,IT,ITW,IVZ,J,JBHT,JBL,JCI,JKHY,JNJ,JNPR,JPM,K,KDP,KEY,KEYS,KHC,KIM,KLAC,KMB,KMI,KMX,KO,KR,KVUE,L,LDOS,LEN,LH,LHX,LIN,LKQ,LLY,LMT,LNT,LOW,LRCX,LULU,LUV,LVS,LW,LYB,LYV,MA,MAA,MAR,MAS,MCD,MCHP,MCK,MCO,MDLZ,MDT,MET,META,MGM,MHK,MKC,MKTX,MLM,MMC,MMM,MNST,MO,MOH,MOS,MPC,MPWR,MRK,MRNA,MRO,MS,MSCI,MSFT,MSI,MTB,MTCH,MTD,MU,NCLH,NDAQ,NDSN,NEE,NEM,NFLX,NI,NKE,NOC,NOW,NRG,NSC,NTAP,NTRS,NUE,NVDA,NVR,NWS,NWSA,NXPI,O,ODFL,OKE,OMC,ON,ORCL,ORLY,OTIS,OXY,PANW,PARA,PAYC,PAYX,PCAR,PCG,PEAK,PEG,PEP,PFE,PFG,PG,PGR,PH,PHM,PKG,PLD,PM,PNC,PNR,PNW,PODD,POOL,PPG,PPL,PRU,PSA,PSX,PTC,PWR,PXD,PYPL,QCOM,QRVO,RCL,REG,REGN,RF,RHI,RJF,RL,RMD,ROK,ROL,ROP,ROST,RSG,RTX,RVTY,SBAC,SBUX,SCHW,SHW,SJM,SLB,SNA,SNPS,SO,SPG,SPGI,SRE,STE,STLD,STT,STX,STZ,SWK,SWKS,SYF,SYK,SYY,T,TAP,TDG,TDY,TECH,TEL,TER,TFC,TFX,TGT,TJX,TMO,TMUS,TPR,TRGP,TRMB,TROW,TRV,TSCO,TSLA,TSN,TT,TTWO,TXN,TXT,TYL,UAL,UBER,UDR,UHS,ULTA,UNH,UNP,UPS,URI,USB,V,VFC,VICI,VLO,VLTO,VMC,VRSK,VRSN,VRTX,VTR,VTRS,VZ,WAB,WAT,WBA,WBD,WDC,WEC,WELL,WFC,WHR,WM,WMB,WMT,WRB,WRK,WST,WTW,WY,WYNN,XEL,XOM,XRAY,XYL,YUM,ZBH,ZBRA,ZION,ZTS"
diff --git a/sp500.csv b/sp500.csv
index 9a3bd26..de77100 100644
--- a/sp500.csv
+++ b/sp500.csv
@@ -1,41 +1,36 @@
Symbol,Security,GICS Sector,GICS Sub-Industry,Headquarters Location,Date added,CIK,Founded
MMM,3M,Industrials,Industrial Conglomerates,"Saint Paul, Minnesota",1957-03-04,66740,1902
-AOS,A. O. Smith,Industrials,Building Products,"Milwaukee, Wisconsin",2017-07-26,4343243243432434,1916
+AOS,A. O. Smith,Industrials,Building Products,"Milwaukee, Wisconsin",2017-07-26,91142,1916
ABT,Abbott,Health Care,Health Care Equipment,"North Chicago, Illinois",1957-03-04,1800,1888
-ABBV,AbbVie,Health Care,Pharmaceuticals,"North Chicago, Illinois",2012-12-31,1551152,2013 (1888)
+ABBV,AbbVie,Health Care,Biotechnology,"North Chicago, Illinois",2012-12-31,1551152,2013 (1888)
ACN,Accenture,Information Technology,IT Consulting & Other Services,"Dublin, Ireland",2011-07-06,1467373,1989
-ATVI,Activision Blizzard,Communication Services,Interactive Home Entertainment,"Santa Monica, California",2015-08-31,718877,2008
-ADM,ADM,Consumer Staples,Agricultural Products & Services,"Chicago, Illinois",1957-03-04,7084,1902
ADBE,Adobe Inc.,Information Technology,Application Software,"San Jose, California",1997-05-05,796343,1982
-ADP,ADP,Industrials,Human Resource & Employment Services,"Roseland, New Jersey",1981-03-31,8670,1949
-AAP,Advance Auto Parts,Consumer Discretionary,Automotive Retail,"Raleigh, North Carolina",2015-07-09,1158449,1932
+AMD,Advanced Micro Devices,Information Technology,Semiconductors,"Santa Clara, California",2017-03-20,2488,1969
AES,AES Corporation,Utilities,Independent Power Producers & Energy Traders,"Arlington, Virginia",1998-10-02,874761,1981
AFL,Aflac,Financials,Life & Health Insurance,"Columbus, Georgia",1999-05-28,4977,1955
-A,Agilent Technologies,Health Care,Health Care Equipment,"Santa Clara, California",2000-06-05,1090872,1999
+A,Agilent Technologies,Health Care,Life Sciences Tools & Services,"Santa Clara, California",2000-06-05,1090872,1999
APD,Air Products and Chemicals,Materials,Industrial Gases,"Allentown, Pennsylvania",1985-04-30,2969,1940
+ABNB,Airbnb,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","San Francisco, California",2023-09-18,1559720,2008
AKAM,Akamai,Information Technology,Internet Services & Infrastructure,"Cambridge, Massachusetts",2007-07-12,1086222,1998
-ALK,Alaska Air Group,Industrials,Passenger Airlines,"SeaTac, Washington",2016-05-13,766421,1985
ALB,Albemarle Corporation,Materials,Specialty Chemicals,"Charlotte, North Carolina",2016-07-01,915913,1994
ARE,Alexandria Real Estate Equities,Real Estate,Office REITs,"Pasadena, California",2017-03-20,1035443,1994
ALGN,Align Technology,Health Care,Health Care Supplies,"Tempe, Arizona",2017-06-19,1097149,1997
-ALLE,Allegion,Industrials,Building Products,"New York City, New York",2013-12-02,1579241,1908
+ALLE,Allegion,Industrials,Building Products,"Dublin, Ireland",2013-12-02,1579241,1908
LNT,Alliant Energy,Utilities,Electric Utilities,"Madison, Wisconsin",2016-07-01,352541,1917
-ALL,Allstate,Financials,Property & Casualty Insurance,"Glenview, Illinois",1995-07-13,899051,1931
+ALL,Allstate,Financials,Property & Casualty Insurance,"Northbrook, Illinois",1995-07-13,899051,1931
GOOGL,Alphabet Inc. (Class A),Communication Services,Interactive Media & Services,"Mountain View, California",2014-04-03,1652044,1998
GOOG,Alphabet Inc. (Class C),Communication Services,Interactive Media & Services,"Mountain View, California",2006-04-03,1652044,1998
MO,Altria,Consumer Staples,Tobacco,"Richmond, Virginia",1957-03-04,764180,1985
AMZN,Amazon,Consumer Discretionary,Broadline Retail,"Seattle, Washington",2005-11-18,1018724,1994
AMCR,Amcor,Materials,Paper & Plastic Packaging Products & Materials,"Warmley, Bristol, United Kingdom",2019-06-07,1748790,2019 (1860)
-AMD,AMD,Information Technology,Semiconductors,"Santa Clara, California",2017-03-20,2488,1969
AEE,Ameren,Utilities,Multi-Utilities,"St. Louis, Missouri",1991-09-19,1002910,1902
AAL,American Airlines Group,Industrials,Passenger Airlines,"Fort Worth, Texas",2015-03-23,6201,1934
AEP,American Electric Power,Utilities,Electric Utilities,"Columbus, Ohio",1957-03-04,4904,1906
AXP,American Express,Financials,Consumer Finance,"New York City, New York",1976-06-30,4962,1850
-AIG,American International Group,Financials,Property & Casualty Insurance,"New York City, New York",1980-03-31,5272,1919
+AIG,American International Group,Financials,Multi-line Insurance,"New York City, New York",1980-03-31,5272,1919
AMT,American Tower,Real Estate,Telecom Tower REITs,"Boston, Massachusetts",2007-11-19,1053507,1995
AWK,American Water Works,Utilities,Water Utilities,"Camden, New Jersey",2016-03-04,1410636,1886
AMP,Ameriprise Financial,Financials,Asset Management & Custody Banks,"Minneapolis, Minnesota",2005-10-03,820027,1894
-ABC,AmerisourceBergen,Health Care,Health Care Distributors,"Conshohocken, Pennsylvania",2001-08-30,1140859,1985
AME,Ametek,Industrials,Electrical Components & Equipment,"Berwyn, Pennsylvania",2013-09-23,1037868,1930
AMGN,Amgen,Health Care,Biotechnology,"Thousand Oaks, California",1992-01-02,318154,1980
APH,Amphenol,Information Technology,Electronic Components,"Wallingford, Connecticut",2008-09-30,820313,1932
@@ -46,62 +41,66 @@ APA,APA Corporation,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1
AAPL,Apple Inc.,Information Technology,"Technology Hardware, Storage & Peripherals","Cupertino, California",1982-11-30,320193,1977
AMAT,Applied Materials,Information Technology,Semiconductor Materials & Equipment,"Santa Clara, California",1995-03-16,6951,1967
APTV,Aptiv,Consumer Discretionary,Automotive Parts & Equipment,"Dublin, Ireland",2012-12-24,1521332,1994
-ACGL,Arch Capital Group,Financials,Reinsurance,"Hamilton, Bermuda",2022-11-01,947484,1995
+ACGL,Arch Capital Group,Financials,Property & Casualty Insurance,"Hamilton, Bermuda",2022-11-01,947484,1995
+ADM,Archer-Daniels-Midland,Consumer Staples,Agricultural Products & Services,"Chicago, Illinois",1957-03-04,7084,1902
ANET,Arista Networks,Information Technology,Communications Equipment,"Santa Clara, California",2018-08-28,1596532,2004
AJG,Arthur J. Gallagher & Co.,Financials,Insurance Brokers,"Rolling Meadows, Illinois",2016-05-31,354190,1927
-AIZ,Assurant,Financials,Multi-line Insurance,"New York City, New York",2007-04-10,1267238,1892
+AIZ,Assurant,Financials,Multi-line Insurance,"Atlanta, Georgia",2007-04-10,1267238,1892
T,AT&T,Communication Services,Integrated Telecommunication Services,"Dallas, Texas",1983-11-30,732717,1983 (1885)
ATO,Atmos Energy,Utilities,Gas Utilities,"Dallas, Texas",2019-02-15,731802,1906
ADSK,Autodesk,Information Technology,Application Software,"San Francisco, California",1989-12-01,769397,1982
-AZO,AutoZone,Consumer Discretionary,Specialty Stores,"Memphis, Tennessee",1997-01-02,866787,1979
-AVB,AvalonBay Communities,Real Estate,Residential REITs,"Arlington, Virginia",2007-01-10,915912,1978
-AVY,Avery Dennison,Materials,Paper & Plastic Packaging Products & Materials,"Glendale, California",1987-12-31,8818,1990
+ADP,Automated Data Processing,Industrials,Human Resource & Employment Services,"Roseland, New Jersey",1981-03-31,8670,1949
+AZO,AutoZone,Consumer Discretionary,Automotive Retail,"Memphis, Tennessee",1997-01-02,866787,1979
+AVB,AvalonBay Communities,Real Estate,Multi-Family Residential REITs,"Arlington, Virginia",2007-01-10,915912,1978
+AVY,Avery Dennison,Materials,Paper & Plastic Packaging Products & Materials,"Mentor, Ohio",1987-12-31,8818,1990
AXON,Axon Enterprise,Industrials,Aerospace & Defense,"Scottsdale, Arizona",2023-05-04,1069183,1993
BKR,Baker Hughes,Energy,Oil & Gas Equipment & Services,"Houston, Texas",2017-07-07,1701605,2017
BALL,Ball Corporation,Materials,"Metal, Glass & Plastic Containers","Broomfield, Colorado",1984-10-31,9389,1880
BAC,Bank of America,Financials,Diversified Banks,"Charlotte, North Carolina",1976-06-30,70858,1998 (1923 / 1874)
-BBWI,"Bath & Body Works, Inc.",Consumer Discretionary,Specialty Stores,"Columbus, Ohio",1983-09-30,701985,1963
+BK,Bank of New York Mellon,Financials,Asset Management & Custody Banks,"New York City, New York",1995-03-31,1390777,1784
+BBWI,"Bath & Body Works, Inc.",Consumer Discretionary,Other Specialty Retail,"Columbus, Ohio",1983-09-30,701985,1963
BAX,Baxter International,Health Care,Health Care Equipment,"Deerfield, Illinois",1972-09-30,10456,1931
BDX,Becton Dickinson,Health Care,Health Care Equipment,"Franklin Lakes, New Jersey",1972-09-30,10795,1897
-WRB,Berkley,Financials,Property & Casualty Insurance,"Greenwich, Connecticut",2019-12-05,11544,1967
BRK.B,Berkshire Hathaway,Financials,Multi-Sector Holdings,"Omaha, Nebraska",2010-02-16,1067983,1839
BBY,Best Buy,Consumer Discretionary,Computer & Electronics Retail,"Richfield, Minnesota",1999-06-29,764478,1966
BIO,Bio-Rad,Health Care,Life Sciences Tools & Services,"Hercules, California",2020-06-22,12208,1952
TECH,Bio-Techne,Health Care,Life Sciences Tools & Services,"Minneapolis, Minnesota",2021-08-30,842023,1976
BIIB,Biogen,Health Care,Biotechnology,"Cambridge, Massachusetts",2003-11-13,875045,1978
BLK,BlackRock,Financials,Asset Management & Custody Banks,"New York City, New York",2011-04-04,1364742,1988
-BK,BNY Mellon,Financials,Asset Management & Custody Banks,"New York City, New York",1995-03-31,1390777,1784
-BA,Boeing,Industrials,Aerospace & Defense,"Chicago, Illinois",1957-03-04,12927,1916
-BKNG,Booking Holdings,Consumer Discretionary,"Hotels, Restaurants & Leisure","Norwalk, Connecticut",2009-11-06,1075531,1996
+BX,Blackstone,Financials,Asset Management & Custody Banks,"New York City, New York",2023-09-18,1393818,1985
+BA,Boeing,Industrials,Aerospace & Defense,"Arlington, Virginia",1957-03-04,12927,1916
+BKNG,Booking Holdings,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Norwalk, Connecticut",2009-11-06,1075531,1996
BWA,BorgWarner,Consumer Discretionary,Automotive Parts & Equipment,"Auburn Hills, Michigan",2011-12-19,908255,1880
BXP,Boston Properties,Real Estate,Office REITs,"Boston, Massachusetts",2006-04-03,1037540,1970
BSX,Boston Scientific,Health Care,Health Care Equipment,"Marlborough, Massachusetts",1995-02-24,885725,1979
BMY,Bristol Myers Squibb,Health Care,Pharmaceuticals,"New York City, New York",1957-03-04,14272,1989 (1887)
-AVGO,Broadcom Inc.,Information Technology,Semiconductors,"San Jose, California",2014-05-08,1730168,1961
+AVGO,Broadcom Inc.,Information Technology,Semiconductors,"Palo Alto, California",2014-05-08,1730168,1961
BR,Broadridge Financial Solutions,Industrials,Data Processing & Outsourced Services,"Lake Success, New York",2018-06-18,1383312,1962
BRO,Brown & Brown,Financials,Insurance Brokers,"Daytona Beach, Florida",2021-09-20,79282,1939
BF.B,Brown–Forman,Consumer Staples,Distillers & Vintners,"Louisville, Kentucky",1982-10-31,14693,1870
-BG,Bunge Limited,Consumer Staples,Agricultural Products & Services,"Chesterfield, Missouri",2023-03-15,1144519,1818
-CHRW,C.H. Robinson,Industrials,Air Freight & Logistics,"Eden Prairie, Minnesota",2007-03-02,1043277,1905
+BLDR,Builders FirstSource,Industrials,Building Products,"Irving, Texas",2023-12-18,1316835,1998
+BG,Bunge Global SA,Consumer Staples,Agricultural Products & Services,"Chesterfield, Missouri",2023-03-15,1996862,1818
CDNS,Cadence Design Systems,Information Technology,Application Software,"San Jose, California",2017-09-18,813672,1988
CZR,Caesars Entertainment,Consumer Discretionary,Casinos & Gaming,"Reno, Nevada",2021-03-22,1590895,1973
-CPT,Camden Property Trust,Real Estate,Residential REITs,"Houston, Texas",2022-04-04,906345,1981
+CPT,Camden Property Trust,Real Estate,Multi-Family Residential REITs,"Houston, Texas",2022-04-04,906345,1981
CPB,Campbell Soup Company,Consumer Staples,Packaged Foods & Meats,"Camden, New Jersey",1957-03-04,16732,1869
COF,Capital One,Financials,Consumer Finance,"Tysons Corner, Virginia",1998-07-01,927628,1994
CAH,Cardinal Health,Health Care,Health Care Distributors,"Dublin, Ohio",1997-05-27,721371,1971
KMX,CarMax,Consumer Discretionary,Automotive Retail,"Richmond, Virginia",2010-06-28,1170010,1993
CCL,Carnival,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Miami, Florida",1998-12-22,815097,1972
-CARR,Carrier Global,Industrials,Building Products,"Palm Beach Gardens, Florida",2020-04-03,1783180,2020 (1915)
+CARR,Carrier Global,Industrials,Building Products,"Palm Beach Gardens, Florida",2020-04-03,1783180,"2020 (1915, United Technologies spinoff)"
CTLT,Catalent,Health Care,Pharmaceuticals,"Somerset, New Jersey",2020-09-21,1596783,2007
CAT,Caterpillar Inc.,Industrials,Construction Machinery & Heavy Transportation Equipment,"Irving, Texas",1957-03-04,18230,1925
CBOE,Cboe Global Markets,Financials,Financial Exchanges & Data,"Chicago, Illinois",2017-03-01,1374310,1973
CBRE,CBRE Group,Real Estate,Real Estate Services,"Dallas, Texas",2006-11-10,1138118,1906
CDW,CDW,Information Technology,Technology Distributors,"Lincolnshire, Illinois",2019-09-23,1402057,1984
CE,Celanese,Materials,Specialty Chemicals,"Irving, Texas",2018-12-24,1306830,1918
+COR,Cencora,Health Care,Health Care Distributors,"Conshohocken, Pennsylvania",2001-08-30,1140859,1985
CNC,Centene Corporation,Health Care,Managed Health Care,"St. Louis, Missouri",2016-03-30,1071739,1984
CNP,CenterPoint Energy,Utilities,Multi-Utilities,"Houston, Texas",1985-07-31,1130310,1882
-CDAY,Ceridian,Information Technology,Application Software,"Minneapolis, Minnesota",2021-09-20,1725057,1992
+CDAY,Ceridian,Industrials,Human Resource & Employment Services,"Minneapolis, Minnesota",2021-09-20,1725057,1992
CF,CF Industries,Materials,Fertilizers & Agricultural Chemicals,"Deerfield, Illinois",2008-08-27,1324404,1946
+CHRW,CH Robinson,Industrials,Air Freight & Logistics,"Eden Prairie, Minnesota",2007-03-02,1043277,1905
CRL,Charles River Laboratories,Health Care,Life Sciences Tools & Services,"Wilmington, Massachusetts",2021-05-14,1100682,1947
SCHW,Charles Schwab Corporation,Financials,Investment Banking & Brokerage,"Westlake, Texas",1997-06-02,316709,1971
CHTR,Charter Communications,Communication Services,Cable & Satellite,"Stamford, Connecticut",2016-09-08,1091667,1993
@@ -109,7 +108,7 @@ CVX,Chevron Corporation,Energy,Integrated Oil & Gas,"San Ramon, California",1957
CMG,Chipotle Mexican Grill,Consumer Discretionary,Restaurants,"Newport Beach, California",2011-04-28,1058090,1993
CB,Chubb Limited,Financials,Property & Casualty Insurance,"Zurich, Switzerland",2010-07-15,896159,1985
CHD,Church & Dwight,Consumer Staples,Household Products,"Ewing, New Jersey",2015-12-29,313927,1847
-CI,Cigna,Health Care,Managed Health Care,"Bloomfield, Connecticut",1976-06-30,1739940,1982
+CI,Cigna,Health Care,Health Care Services,"Bloomfield, Connecticut",1976-06-30,1739940,1982
CINF,Cincinnati Financial,Financials,Property & Casualty Insurance,"Fairfield, Ohio",1997-12-18,20286,1950
CTAS,Cintas,Industrials,Diversified Support Services,"Mason, Ohio",2001-03-01,723254,1929
CSCO,Cisco,Information Technology,Communications Equipment,"San Jose, California",1993-12-01,858877,1984
@@ -125,24 +124,23 @@ CMCSA,Comcast,Communication Services,Cable & Satellite,"Philadelphia, Pennsylvan
CMA,Comerica,Financials,Diversified Banks,"Dallas, Texas",1995-12-01,28412,1849
CAG,Conagra Brands,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois",1983-08-31,23217,1919
COP,ConocoPhillips,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1957-03-04,1163165,2002
-ED,Consolidated Edison,Utilities,Electric Utilities,"New York City, New York",1957-03-04,1047862,1823
+ED,Consolidated Edison,Utilities,Multi-Utilities,"New York City, New York",1957-03-04,1047862,1823
STZ,Constellation Brands,Consumer Staples,Distillers & Vintners,"Victor, New York",2005-07-01,16918,1945
-CEG,Constellation Energy,Utilities,Multi-Utilities,"Baltimore, Maryland",2022-02-02,1868275,1999
+CEG,Constellation Energy,Utilities,Electric Utilities,"Baltimore, Maryland",2022-02-02,1868275,1999
COO,CooperCompanies,Health Care,Health Care Supplies,"San Ramon, California",2016-09-23,711404,1958
CPRT,Copart,Industrials,Diversified Support Services,"Dallas, Texas",2018-07-02,900075,1982
GLW,Corning Inc.,Information Technology,Electronic Components,"Corning, New York",1995-02-27,24741,1851
CTVA,Corteva,Materials,Fertilizers & Agricultural Chemicals,"Indianapolis, Indiana",2019-06-03,1755672,2019
-CSGP,CoStar Group,Industrials,Research & Consulting Services,"Washington, D.C.",2022-09-19,1057352,1987
+CSGP,CoStar Group,Real Estate,Real Estate Services,"Washington, D.C.",2022-09-19,1057352,1987
COST,Costco,Consumer Staples,Consumer Staples Merchandise Retail,"Issaquah, Washington",1993-10-01,909832,1976
CTRA,Coterra,Energy,Oil & Gas Exploration & Production,"Houston, Texas",2008-06-23,858470,2021 (1989)
CCI,Crown Castle,Real Estate,Telecom Tower REITs,"Houston, Texas",2012-03-14,1051470,1994
CSX,CSX,Industrials,Rail Transportation,"Jacksonville, Florida",1957-03-04,277948,1980
-CMI,Cummins,Industrials,Industrial Machinery & Supplies & Components,"Columbus, Indiana",1965-03-31,26172,1919
+CMI,Cummins,Industrials,Construction Machinery & Heavy Transportation Equipment,"Columbus, Indiana",1965-03-31,26172,1919
CVS,CVS Health,Health Care,Health Care Services,"Woonsocket, Rhode Island",1957-03-04,64803,1996
-DHI,D.R. Horton,Consumer Discretionary,Homebuilding,"Arlington, Texas",2005-06-22,882184,1978
-DHR,Danaher Corporation,Health Care,Health Care Equipment,"Washington, D.C.",1998-11-18,313616,1969
+DHR,Danaher Corporation,Health Care,Life Sciences Tolls & Services,"Washington, D.C.",1998-11-18,313616,1969
DRI,Darden Restaurants,Consumer Discretionary,Restaurants,"Orlando, Florida",1995-05-31,940944,1938
-DVA,DaVita Inc.,Health Care,Health Care Facilities,"Denver, Colorado",2008-07-31,927066,1979
+DVA,DaVita Inc.,Health Care,Health Care Services,"Denver, Colorado",2008-07-31,927066,1979
DE,John Deere,Industrials,Agricultural & Farm Machinery,"Moline, Illinois",1957-03-04,315189,1837
DAL,Delta Air Lines,Industrials,Passenger Airlines,"Atlanta, Georgia",2013-09-11,27904,1929
XRAY,Dentsply Sirona,Health Care,Health Care Supplies,"Charlotte, North Carolina",2008-11-14,818479,2016 (1969)
@@ -151,18 +149,17 @@ DXCM,Dexcom,Health Care,Health Care Equipment,"San Diego, California",2020-05-12
FANG,Diamondback Energy,Energy,Oil & Gas Exploration & Production,"Midland, Texas",2018-12-03,1539838,2007
DLR,Digital Realty,Real Estate,Data Center REITs,"Austin, Texas",2016-05-18,1297996,2004
DFS,Discover Financial,Financials,Consumer Finance,"Riverwoods, Illinois",2007-07-02,1393612,1985
-DIS,Disney,Communication Services,Movies & Entertainment,"Burbank, California",1976-06-30,1744489,1923
DG,Dollar General,Consumer Staples,Consumer Staples Merchandise Retail,"Goodlettsville, Tennessee",2012-12-03,29534,1939
DLTR,Dollar Tree,Consumer Staples,Consumer Staples Merchandise Retail,"Chesapeake, Virginia",2011-12-19,935703,1986
-D,Dominion Energy,Utilities,Electric Utilities,"Richmond, Virginia",,715957,1983
+D,Dominion Energy,Utilities,Multi-Utilities,"Richmond, Virginia",2016-11-30,715957,1983
DPZ,Domino's,Consumer Discretionary,Restaurants,"Ann Arbor, Michigan",2020-05-12,1286681,1960
DOV,Dover Corporation,Industrials,Industrial Machinery & Supplies & Components,"Downers Grove, Illinois",1985-10-31,29905,1955
-DOW,Dow Inc.,Materials,Commodity Chemicals,"Midland, Michigan",2019-04-01,1751788,2019
+DOW,Dow Inc.,Materials,Commodity Chemicals,"Midland, Michigan",2019-04-01,1751788,2019 (1897)
+DHI,DR Horton,Consumer Discretionary,Homebuilding,"Arlington, Texas",2005-06-22,882184,1978
DTE,DTE Energy,Utilities,Multi-Utilities,"Detroit, Michigan",1957-03-04,936340,1995
DUK,Duke Energy,Utilities,Electric Utilities,"Charlotte, North Carolina",1976-06-30,1326160,1904
-DD,DuPont,Materials,Specialty Chemicals,"Wilmington, Delaware",2019-04-02,1666700,2017
-DXC,DXC Technology,Information Technology,IT Consulting & Other Services,"Tysons Corner, Virginia",2017-04-04,1688568,2017
-EMN,Eastman Chemical Company,Materials,Diversified Chemicals,"Kingsport, Tennessee",1994-01-01,915389,1920
+DD,DuPont,Materials,Specialty Chemicals,"Wilmington, Delaware",2019-04-02,1666700,2017 (1802)
+EMN,Eastman Chemical Company,Materials,Specialty Chemicals,"Kingsport, Tennessee",1994-01-01,915389,1920
ETN,Eaton Corporation,Industrials,Electrical Components & Equipment,"Dublin, Ireland",1957-03-04,1551182,1911
EBAY,eBay,Consumer Discretionary,Broadline Retail,"San Jose, California",2002-07-22,1065088,1995
ECL,Ecolab,Materials,Specialty Chemicals,"Saint Paul, Minnesota",1989-01-31,31462,1923
@@ -172,58 +169,58 @@ EA,Electronic Arts,Communication Services,Interactive Home Entertainment,"Redwoo
ELV,Elevance Health,Health Care,Managed Health Care,"Indianapolis, Indiana",2002-07-25,1156039,2014 (1946)
LLY,Eli Lilly and Company,Health Care,Pharmaceuticals,"Indianapolis, Indiana",1970-12-31,59478,1876
EMR,Emerson Electric,Industrials,Electrical Components & Equipment,"Ferguson, Missouri",1965-03-31,32604,1890
-ENPH,Enphase,Information Technology,Electronic Components,"Fremont, California",2021-01-07,1463101,2006
+ENPH,Enphase,Information Technology,Semiconductor Materials & Equipment,"Fremont, California",2021-01-07,1463101,2006
ETR,Entergy,Utilities,Electric Utilities,"New Orleans, Louisiana",1957-03-04,65984,1913
EOG,EOG Resources,Energy,Oil & Gas Exploration & Production,"Houston, Texas",2000-11-02,821189,1999
EPAM,EPAM Systems,Information Technology,IT Consulting & Other Services,"Newtown, Pennsylvania",2021-12-14,1352010,1993
EQT,EQT,Energy,Oil & Gas Exploration & Production,"Pittsburgh, Pennsylvania",2022-10-03,33213,1888
EFX,Equifax,Industrials,Research & Consulting Services,"Atlanta, Georgia",1997-06-19,33185,1899
EQIX,Equinix,Real Estate,Data Center REITs,"Redwood City, California",2015-03-20,1101239,1998
-EQR,Equity Residential,Real Estate,Residential REITs,"Chicago, Illinois",2001-12-03,906107,1969
-ESS,Essex Property Trust,Real Estate,Residential REITs,"San Mateo, California",2014-04-02,920522,1971
+EQR,Equity Residential,Real Estate,Multi-Family Residential REITs,"Chicago, Illinois",2001-12-03,906107,1969
+ESS,Essex Property Trust,Real Estate,Multi-Family Residential REITs,"San Mateo, California",2014-04-02,920522,1971
EL,Estée Lauder Companies (The),Consumer Staples,Personal Care Products,"New York City, New York",2006-01-05,1001250,1946
ETSY,Etsy,Consumer Discretionary,Broadline Retail,"New York City, New York",2020-09-21,1370637,2005
EG,Everest Re,Financials,Reinsurance,"Hamilton, Bermuda",2017-06-19,1095073,1973
EVRG,Evergy,Utilities,Electric Utilities,"Kansas City, Missouri",2018-06-05,1711269,1909
-ES,Eversource,Utilities,Multi-Utilities,"Hartford, Connecticut",2009,72741,1966
-EXC,Exelon,Utilities,Multi-Utilities,"Chicago, Illinois",1957-03-04,1109357,2000
-EXPE,Expedia Group,Consumer Discretionary,"Hotels, Restaurants & Leisure","Seattle, Washington",2007-10-02,1324424,1996
+ES,Eversource,Utilities,Electric Utilities,"Hartford, Connecticut",2009-07-24,72741,1966
+EXC,Exelon,Utilities,Electric Utilities,"Chicago, Illinois",1957-03-04,1109357,2000
+EXPE,Expedia Group,Consumer Discretionary,"Hotels, Resorts & Cruise Lines","Seattle, Washington",2007-10-02,1324424,1996
EXPD,Expeditors International,Industrials,Air Freight & Logistics,"Seattle, Washington",2007-10-10,746515,1979
EXR,Extra Space Storage,Real Estate,Self-Storage REITs,"Salt Lake City, Utah",2016-01-19,1289490,1977
XOM,ExxonMobil,Energy,Integrated Oil & Gas,"Irving, Texas",1957-03-04,34088,1999
FFIV,"F5, Inc.",Information Technology,Communications Equipment,"Seattle, Washington",2010-12-20,1048695,1996
FDS,FactSet,Financials,Financial Exchanges & Data,"Norwalk, Connecticut",2021-12-20,1013237,1978
FICO,Fair Isaac,Information Technology,Application Software,"Bozeman, Montana",2023-03-20,814547,1956
-FAST,Fastenal,Industrials,Building Products,"Winona, Minnesota",2008-09-15,815556,1967
+FAST,Fastenal,Industrials,Trading Companies & Distributors,"Winona, Minnesota",2008-09-15,815556,1967
FRT,Federal Realty,Real Estate,Retail REITs,"Rockville, Maryland",2016-02-01,34903,1962
FDX,FedEx,Industrials,Air Freight & Logistics,"Memphis, Tennessee",1980-12-31,1048911,1971
-FITB,Fifth Third Bank,Financials,Regional Banks,"Cincinnati, Ohio",1996-03-29,35527,1858
+FIS,Fidelity National Information Services,Financials,Transaction & Payment Processing Services,"Jacksonville, Florida",2006-11-10,1136893,1968
+FITB,Fifth Third Bank,Financials,Diversified Banks,"Cincinnati, Ohio",1996-03-29,35527,1858
FSLR,First Solar,Information Technology,Semiconductors,"Tempe, Arizona",2022-12-19,1274494,1999
FE,FirstEnergy,Utilities,Electric Utilities,"Akron, Ohio",1997-11-28,1031296,1997
-FIS,FIS,Financials,Transaction & Payment Processing Services,"Jacksonville, Florida",2006-11-10,1136893,1968
FI,Fiserv,Financials,Transaction & Payment Processing Services,"Brookfield, Wisconsin",2001-04-02,798354,1984
FLT,Fleetcor,Financials,Transaction & Payment Processing Services,"Atlanta, Georgia",2018-06-20,1175454,2000
FMC,FMC Corporation,Materials,Fertilizers & Agricultural Chemicals,"Philadelphia, Pennsylvania",2009-08-19,37785,1883
F,Ford Motor Company,Consumer Discretionary,Automobile Manufacturers,"Dearborn, Michigan",1957-03-04,37996,1903
FTNT,Fortinet,Information Technology,Systems Software,"Sunnyvale, California",2018-10-11,1262039,2000
FTV,Fortive,Industrials,Industrial Machinery & Supplies & Components,"Everett, Washington",2016-07-01,1659166,2016
-FOXA,Fox Corporation (Class A),Communication Services,Movies & Entertainment,"New York City, New York",2013-07-01,1754301,2019
-FOX,Fox Corporation (Class B),Communication Services,Movies & Entertainment,"New York City, New York",2015-09-18,1754301,2019
+FOXA,Fox Corporation (Class A),Communication Services,Broadcasting,"New York City, New York",2013-07-01,1754301,2019
+FOX,Fox Corporation (Class B),Communication Services,Broadcasting,"New York City, New York",2015-09-18,1754301,2019
BEN,Franklin Templeton,Financials,Asset Management & Custody Banks,"San Mateo, California",1998-04-30,38777,1947
-FCX,Freeport-McMoRan,Materials,Copper,"Phoenix, Arizona",,831259,1912
+FCX,Freeport-McMoRan,Materials,Copper,"Phoenix, Arizona",2011-07-01,831259,1912
GRMN,Garmin,Consumer Discretionary,Consumer Electronics,"Schaffhausen, Switzerland",2012-12-12,1121788,1989
IT,Gartner,Information Technology,IT Consulting & Other Services,"Stamford, Connecticut",2017-04-05,749251,1979
-GEHC,GE HealthCare,Health Care,Health Care Technology,"Chicago, Illinois",2023-01-04,1932393,1994
-GEN,Gen Digital,Information Technology,Application Software,"Tempe, Arizona",2003-03-25,849399,1982
+GEHC,GE HealthCare,Health Care,Health Care Equipment,"Chicago, Illinois",2023-01-04,1932393,1994
+GEN,Gen Digital,Information Technology,Systems Software,"Tempe, Arizona",2003-03-25,849399,1982
GNRC,Generac,Industrials,Electrical Components & Equipment,"Waukesha, Wisconsin",2021-03-22,1474735,1959
GD,General Dynamics,Industrials,Aerospace & Defense,"Falls Church, Virginia",1957-03-04,40533,1899
GE,General Electric,Industrials,Industrial Conglomerates,"Boston, Massachusetts",1957-03-04,40545,1892
GIS,General Mills,Consumer Staples,Packaged Foods & Meats,"Golden Valley, Minnesota",1957-03-04,40704,1856
GM,General Motors,Consumer Discretionary,Automobile Manufacturers,"Detroit, Michigan",2013-06-06,1467858,1908
-GPC,Genuine Parts Company,Consumer Discretionary,Specialty Stores,"Atlanta, Georgia",1973-12-31,40987,1925
+GPC,Genuine Parts Company,Consumer Discretionary,Distributors,"Atlanta, Georgia",1973-12-31,40987,1925
GILD,Gilead Sciences,Health Care,Biotechnology,"Foster City, California",2004-07-01,882095,1987
-GL,Globe Life,Financials,Life & Health Insurance,"McKinney, Texas",1989-04-30,320335,1900
GPN,Global Payments,Financials,Transaction & Payment Processing Services,"Atlanta, Georgia",2016-04-25,1123360,2000
+GL,Globe Life,Financials,Life & Health Insurance,"McKinney, Texas",1989-04-30,320335,1900
GS,Goldman Sachs,Financials,Investment Banking & Brokerage,"New York City, New York",2002-07-22,886982,1869
HAL,Halliburton,Energy,Oil & Gas Equipment & Services,"Houston, Texas",1957-03-04,45012,1919
HIG,Hartford (The),Financials,Property & Casualty Insurance,"Hartford, Connecticut",1957-03-04,874766,1810
@@ -242,7 +239,8 @@ HRL,Hormel Foods,Consumer Staples,Packaged Foods & Meats,"Austin, Minnesota",200
HST,Host Hotels & Resorts,Real Estate,Hotel & Resort REITs,"Bethesda, Maryland",2007-03-20,1070750,1993
HWM,Howmet Aerospace,Industrials,Aerospace & Defense,"Pittsburgh, Pennsylvania",1957-03-04,4281,2016
HPQ,HP Inc.,Information Technology,"Technology Hardware, Storage & Peripherals","Palo Alto, California",1974-12-31,47217,1939 (2015)
-HUM,Humana,Health Care,Managed Health Care,"Louisville, Kentucky",,49071,1961
+HUBB,Hubbell Incorporated,Industrials,Industrial Machinery & Supplies & Components,"Shelton, Connecticut",2023-10-18,48898,1888
+HUM,Humana,Health Care,Managed Health Care,"Louisville, Kentucky",2012-12-10,49071,1961
HBAN,Huntington Bancshares,Financials,Regional Banks,"Columbus, Ohio; Detroit, Michigan",1997-08-28,49196,1866
HII,Huntington Ingalls Industries,Industrials,Aerospace & Defense,"Newport News, Virginia",2018-01-03,1501585,2011
IBM,IBM,Information Technology,IT Consulting & Other Services,"Armonk, New York",1957-03-04,51143,1911
@@ -261,17 +259,19 @@ IPG,Interpublic Group of Companies (The),Communication Services,Advertising,"New
INTU,Intuit,Information Technology,Application Software,"Mountain View, California",2000-12-05,896878,1983
ISRG,Intuitive Surgical,Health Care,Health Care Equipment,"Sunnyvale, California",2008-06-02,1035267,1995
IVZ,Invesco,Financials,Asset Management & Custody Banks,"Atlanta, Georgia",2008-08-21,914208,1935
-INVH,Invitation Homes,Real Estate,Residential REITs,"Dallas, Texas",2022-09-19,1687229,2012
+INVH,Invitation Homes,Real Estate,Single-Family Residential REITs,"Dallas, Texas",2022-09-19,1687229,2012
IQV,IQVIA,Health Care,Life Sciences Tools & Services,"Durham, North Carolina",2017-08-29,1478242,1982
IRM,Iron Mountain,Real Estate,Other Specialized REITs,"Boston, Massachusetts",2009-01-06,1020569,1951
JBHT,J.B. Hunt,Industrials,Cargo Ground Transportation,"Lowell, Arkansas",2015-07-01,728535,1961
+JBL,Jabil,Information Technology,Electronic Manufacturing Services,"St. Petersburg, Florida",2023-12-18,898293,1966
JKHY,Jack Henry & Associates,Financials,Transaction & Payment Processing Services,"Monett, Missouri",2018-11-13,779152,1976
J,Jacobs Solutions,Industrials,Construction & Engineering,"Dallas, Texas",2007-10-26,52988,1947
JNJ,Johnson & Johnson,Health Care,Pharmaceuticals,"New Brunswick, New Jersey",1973-06-30,200406,1886
JCI,Johnson Controls,Industrials,Building Products,"Cork, Ireland",2010-08-27,833444,1885
JPM,JPMorgan Chase,Financials,Diversified Banks,"New York City, New York",1975-06-30,19617,2000 (1799 / 1871)
JNPR,Juniper Networks,Information Technology,Communications Equipment,"Sunnyvale, California",2006-06-02,1043604,1996
-K,Kellogg's,Consumer Staples,Packaged Foods & Meats,"Battle Creek, Michigan",1989-09-11,55067,1906
+K,Kellanova,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois",1989-09-11,55067,1906
+KVUE,Kenvue,Consumer Staples,Personal Care Products,"Skillman, New Jersey",2023-08-25,1944048,2022 (Johnson & Johnson spinoff)
KDP,Keurig Dr Pepper,Consumer Staples,Soft Drinks & Non-alcoholic Beverages,"Burlington, Massachusetts",2022-06-21,1418135,1981
KEY,KeyCorp,Financials,Regional Banks,"Cleveland, Ohio",1994-03-01,91576,1825
KEYS,Keysight,Information Technology,Electronic Equipment & Instruments,"Santa Rosa, California",2018-11-06,1601046,2014 (1939)
@@ -281,20 +281,20 @@ KMI,Kinder Morgan,Energy,Oil & Gas Storage & Transportation,"Houston, Texas",201
KLAC,KLA Corporation,Information Technology,Semiconductor Materials & Equipment,"Milpitas, California",1997-09-30,319201,1975/1977 (1997)
KHC,Kraft Heinz,Consumer Staples,Packaged Foods & Meats,"Chicago, Illinois; Pittsburgh, Pennsylvania",2015-07-06,1637459,2015 (1869)
KR,Kroger,Consumer Staples,Food Retail,"Cincinnati, Ohio",1957-03-04,56873,1883
-LHX,L3Harris,Industrials,Aerospace & Defense,"Melbourne, Florida",2008-09-22,202058,2019 (1895)
+LHX,L3Harris,Industrials,Aerospace & Defense,"Melbourne, Florida",2008-09-22,202058,"2019 (L3 1997, Harris 1895)"
LH,LabCorp,Health Care,Health Care Services,"Burlington, North Carolina",2004-11-01,920148,1978
LRCX,Lam Research,Information Technology,Semiconductor Materials & Equipment,"Fremont, California",2012-06-29,707549,1980
LW,Lamb Weston,Consumer Staples,Packaged Foods & Meats,"Eagle, Idaho",2018-12-03,1679273,2016 (1950)
LVS,Las Vegas Sands,Consumer Discretionary,Casinos & Gaming,"Las Vegas, Nevada",2019-10-03,1300514,1988
LDOS,Leidos,Industrials,Diversified Support Services,"Reston, Virginia",2019-08-09,1336920,1969
LEN,Lennar,Consumer Discretionary,Homebuilding,"Miami, Florida",2005-10-04,920760,1954
-LNC,Lincoln Financial,Financials,Multi-line Insurance,"Radnor, Pennsylvania",1976-06-30,59558,1905
LIN,Linde plc,Materials,Industrial Gases,"Guildford, United Kingdom",1992-07-01,1707925,1879
LYV,Live Nation Entertainment,Communication Services,Movies & Entertainment,"Beverly Hills, California",2019-12-23,1335258,2010
LKQ,LKQ Corporation,Consumer Discretionary,Distributors,"Chicago, Illinois",2016-05-23,1065696,1998
LMT,Lockheed Martin,Industrials,Aerospace & Defense,"Bethesda, Maryland",1957-03-04,936468,1995
L,Loews Corporation,Financials,Multi-line Insurance,"New York City, New York",1995-05-31,60086,1959
LOW,Lowe's,Consumer Discretionary,Home Improvement Retail,"Mooresville, North Carolina",1984-02-29,60667,1904/1946/1959
+LULU,Lululemon Athletica,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Vancouver, Canada",2023-10-18,1397187,1998
LYB,LyondellBasell,Materials,Specialty Chemicals,"Rotterdam, Netherlands",2012-09-05,1489393,2007
MTB,M&T Bank,Financials,Regional Banks,"Buffalo, New York",2004-02-23,36270,1856
MRO,Marathon Oil,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1957-03-04,101778,1887
@@ -318,7 +318,7 @@ MGM,MGM Resorts,Consumer Discretionary,Casinos & Gaming,"Paradise, Nevada",2017-
MCHP,Microchip Technology,Information Technology,Semiconductors,"Chandler, Arizona",2007-09-07,827054,1989
MU,Micron Technology,Information Technology,Semiconductors,"Boise, Idaho",1994-09-27,723125,1978
MSFT,Microsoft,Information Technology,Systems Software,"Redmond, Washington",1994-06-01,789019,1975
-MAA,Mid-America Apartment Communities,Real Estate,Residential REITs,"Memphis, Tennessee",2016-12-02,912595,1977
+MAA,Mid-America Apartment Communities,Real Estate,Multi-Family Residential REITs,"Memphis, Tennessee",2016-12-02,912595,1977
MRNA,Moderna,Health Care,Biotechnology,"Cambridge, Massachusetts",2021-07-21,1682852,2010
MHK,Mohawk Industries,Consumer Discretionary,Home Furnishings,"Calhoun, Georgia",2013-12-23,851968,1878
MOH,Molina Healthcare,Health Care,Managed Health Care,"Long Beach, California",2022-03-02,1179929,1980
@@ -334,10 +334,9 @@ MSCI,MSCI,Financials,Financial Exchanges & Data,"New York City, New York",2018-0
NDAQ,"Nasdaq, Inc.",Financials,Financial Exchanges & Data,"New York City, New York",2008-10-22,1120193,1971
NTAP,NetApp,Information Technology,"Technology Hardware, Storage & Peripherals","San Jose, California",1999-06-25,1002047,1992
NFLX,Netflix,Communication Services,Movies & Entertainment,"Los Gatos, California",2010-12-20,1065280,1997
-NWL,Newell Brands,Consumer Discretionary,Housewares & Specialties,"Atlanta, Georgia",1989-04-30,814453,1903
NEM,Newmont,Materials,Gold,"Denver, Colorado",1969-06-30,1164727,1921
-NWSA,News Corp (Class A),Communication Services,Publishing,"New York City, New York",2013-08-01,1564708,2013 (1980)
-NWS,News Corp (Class B),Communication Services,Publishing,"New York City, New York",2015-09-18,1564708,2013 (1980)
+NWSA,News Corp (Class A),Communication Services,Publishing,"New York City, New York",2013-08-01,1564708,2013 (News Corporation 1980)
+NWS,News Corp (Class B),Communication Services,Publishing,"New York City, New York",2015-09-18,1564708,2013 (News Corporation 1980)
NEE,NextEra Energy,Utilities,Multi-Utilities,"Juno Beach, Florida",1976-06-30,753308,1984 (1925)
NKE,"Nike, Inc.",Consumer Discretionary,"Apparel, Accessories & Luxury Goods","Washington County, Oregon",1988-11-30,320187,1964
NI,NiSource,Utilities,Multi-Utilities,"Merrillville, Indiana",2000-11-02,1111711,1912
@@ -351,22 +350,21 @@ NUE,Nucor,Materials,Steel,"Charlotte, North Carolina",1985-04-30,73309,1940
NVDA,Nvidia,Information Technology,Semiconductors,"Santa Clara, California",2001-11-30,1045810,1993
NVR,"NVR, Inc.",Consumer Discretionary,Homebuilding,"Reston, Virginia",2019-09-26,906163,1980
NXPI,NXP Semiconductors,Information Technology,Semiconductors,"Eindhoven, Netherlands",2021-03-22,1413447,1953
-ORLY,O'Reilly Auto Parts,Consumer Discretionary,Specialty Stores,"Springfield, Missouri",2009-03-27,898173,1957
+ORLY,O'Reilly Auto Parts,Consumer Discretionary,Automotive Retail,"Springfield, Missouri",2009-03-27,898173,1957
OXY,Occidental Petroleum,Energy,Oil & Gas Exploration & Production,"Houston, Texas",1957-03-04,797468,1920
ODFL,Old Dominion,Industrials,Cargo Ground Transportation,"Thomasville, North Carolina",2019-12-09,878927,1934
OMC,Omnicom Group,Communication Services,Advertising,"New York City, New York",1997-12-31,29989,1986
ON,ON Semiconductor,Information Technology,Semiconductors,"Phoenix, Arizona",2022-06-21,1097864,1999
OKE,ONEOK,Energy,Oil & Gas Storage & Transportation,"Tulsa, Oklahoma",2010-03-15,1039684,1906
ORCL,Oracle Corporation,Information Technology,Application Software,"Austin, Texas",1989-08-31,1341439,1977
-OGN,Organon & Co.,Health Care,Pharmaceuticals,"Jersey City, New Jersey",2021-06-03,1821825,2021
-OTIS,Otis Worldwide,Industrials,Industrial Machinery & Supplies & Components,"Farmington, Connecticut",2020-04-03,1781335,2020 (1853)
+OTIS,Otis Worldwide,Industrials,Industrial Machinery & Supplies & Components,"Farmington, Connecticut",2020-04-03,1781335,"2020 (1853, United Technologies spinoff)"
PCAR,Paccar,Industrials,Construction Machinery & Heavy Transportation Equipment,"Bellevue, Washington",1980-12-31,75362,1905
PKG,Packaging Corporation of America,Materials,Paper & Plastic Packaging Products & Materials,"Lake Forest, Illinois",2017-07-26,75677,1959
-PANW,Palo Alto Networks,Information Technology,Application Software,"Santa Clara, California",2023-06-20,1327567,2005
-PARA,Paramount Global,Communication Services,Movies & Entertainment,"New York City, New York",1994-09-30,813828,2019 (1952)
+PANW,Palo Alto Networks,Information Technology,Systems Software,"Santa Clara, California",2023-06-20,1327567,2005
+PARA,Paramount Global,Communication Services,Movies & Entertainment,"New York City, New York",1994-09-30,813828,2019 (Paramount Pictures 1912)
PH,Parker Hannifin,Industrials,Industrial Machinery & Supplies & Components,"Cleveland, Ohio",1985-11-30,76334,1917
PAYX,Paychex,Industrials,Human Resource & Employment Services,"Penfield, New York",1998-10-01,723531,1971
-PAYC,Paycom,Information Technology,Application Software,"Oklahoma City, Oklahoma",2020-01-28,1590955,1998
+PAYC,Paycom,Industrials,Human Resource & Employment Services,"Oklahoma City, Oklahoma",2020-01-28,1590955,1998
PYPL,PayPal,Financials,Transaction & Payment Processing Services,"San Jose, California",2015-07-20,1633917,1998
PNR,Pentair,Industrials,Industrial Machinery & Supplies & Components,"Worsley, United Kingdom",2012-10-01,77360,1966
PEP,PepsiCo,Consumer Staples,Soft Drinks & Non-alcoholic Beverages,"Purchase, New York",1957-03-04,77476,1898
@@ -395,7 +393,7 @@ QCOM,Qualcomm,Information Technology,Semiconductors,"San Diego, California",1999
DGX,Quest Diagnostics,Health Care,Health Care Services,"Secaucus, New Jersey",2002-12-12,1022079,1967
RL,Ralph Lauren Corporation,Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York City, New York",2007-02-02,1037038,1967
RJF,Raymond James,Financials,Investment Banking & Brokerage,"St. Petersburg, Florida",2017-03-20,720005,1962
-RTX,Raytheon Technologies,Industrials,Aerospace & Defense,"Waltham, Massachusetts",1957-03-04,101829,1922
+RTX,RTX Corporation,Industrials,Aerospace & Defense,"Waltham, Massachusetts",1957-03-04,101829,1922
O,Realty Income,Real Estate,Retail REITs,"San Diego, California",2015-04-07,726728,1969
REG,Regency Centers,Real Estate,Retail REITs,"Jacksonville, Florida",2017-03-02,910606,1963
REGN,Regeneron,Health Care,Biotechnology,"Tarrytown, New York",2013-05-01,872589,1988
@@ -404,7 +402,7 @@ RSG,Republic Services,Industrials,Environmental & Facilities Services,"Phoenix,
RMD,ResMed,Health Care,Health Care Equipment,"San Diego, California",2017-07-26,943819,1989
RVTY,Revvity,Health Care,Health Care Equipment,"Waltham, Massachusetts",1985-05-31,31791,1937
RHI,Robert Half,Industrials,Human Resource & Employment Services,"Menlo Park, California",2000-12-05,315213,1948
-ROK,Rockwell Automation,Industrials,Electrical Components & Equipment,"Milwaukee, Wisconsin",,1024478,1903
+ROK,Rockwell Automation,Industrials,Electrical Components & Equipment,"Milwaukee, Wisconsin",2000-03-12,1024478,1903
ROL,"Rollins, Inc.",Industrials,Environmental & Facilities Services,"Atlanta, Georgia",2018-10-01,84839,1948
ROP,Roper Technologies,Information Technology,Electronic Equipment & Instruments,"Sarasota, Florida",2009-12-23,882835,1981
ROST,Ross Stores,Consumer Discretionary,Apparel Retail,"Dublin, California",2009-12-21,745732,1982
@@ -414,15 +412,13 @@ CRM,Salesforce,Information Technology,Application Software,"San Francisco, Calif
SBAC,SBA Communications,Real Estate,Telecom Tower REITs,"Boca Raton, Florida",2017-09-01,1034054,1989
SLB,Schlumberger,Energy,Oil & Gas Equipment & Services,"Houston, Texas",1957-03-04,87347,1926
STX,Seagate Technology,Information Technology,"Technology Hardware, Storage & Peripherals","Dublin, Ireland",2012-07-02,1137789,1979
-SEE,Sealed Air,Materials,Paper & Plastic Packaging Products & Materials,"Charlotte, North Carolina",1957-03-04,1012100,1960
-SRE,Sempra Energy,Utilities,Multi-Utilities,"San Diego, California",2001?,1032208,1998
+SRE,Sempra Energy,Utilities,Multi-Utilities,"San Diego, California",2017-03-17,1032208,1998
NOW,ServiceNow,Information Technology,Systems Software,"Santa Clara, California",2019-11-21,1373715,2003
SHW,Sherwin-Williams,Materials,Specialty Chemicals,"Cleveland, Ohio",1964-06-30,89800,1866
SPG,Simon Property Group,Real Estate,Retail REITs,"Indianapolis, Indiana",2002-06-26,1063761,2003
SWKS,Skyworks Solutions,Information Technology,Semiconductors,"Irvine, California",2015-03-12,4127,2002
SJM,J.M. Smucker Company (The),Consumer Staples,Packaged Foods & Meats,"Orrville, Ohio",2008-11-06,91419,1897
SNA,Snap-on,Industrials,Industrial Machinery & Supplies & Components,"Kenosha, Wisconsin",1982-09-30,91440,1920
-SEDG,SolarEdge,Information Technology,Semiconductor Materials & Equipment,"Herzliya, Israel",2021-12-20,1419612,2006
SO,Southern Company,Utilities,Electric Utilities,"Atlanta, Georgia",1957-03-04,92122,1945
LUV,Southwest Airlines,Industrials,Passenger Airlines,"Dallas, Texas",1994-07-01,92380,1967
SWK,Stanley Black & Decker,Industrials,Industrial Machinery & Supplies & Components,"New Britain, Connecticut",1982-09-30,93556,1843
@@ -435,7 +431,7 @@ SYF,Synchrony Financial,Financials,Consumer Finance,"Stamford, Connecticut",2015
SNPS,Synopsys,Information Technology,Application Software,"Sunnyvale, California",2017-03-16,883241,1986
SYY,Sysco,Consumer Staples,Food Distributors,"Houston, Texas",1986-12-31,96021,1969
TMUS,T-Mobile US,Communication Services,Wireless Telecommunication Services,"Bellevue, Washington",2019-07-15,1283699,1994
-TROW,T. Rowe Price,Financials,Asset Management & Custody Banks,"Baltimore, Maryland",,1113169,1937
+TROW,T. Rowe Price,Financials,Asset Management & Custody Banks,"Baltimore, Maryland",2019-07-29,1113169,1937
TTWO,Take-Two Interactive,Communication Services,Interactive Home Entertainment,"New York City, New York",2018-03-19,946581,1993
TPR,"Tapestry, Inc.",Consumer Discretionary,"Apparel, Accessories & Luxury Goods","New York City, New York",2004-09-01,1116132,2017
TRGP,Targa Resources,Energy,Oil & Gas Storage & Transportation,"Houston, Texas",2022-10-12,1389170,2005
@@ -445,7 +441,7 @@ TDY,Teledyne Technologies,Information Technology,Electronic Equipment & Instrume
TFX,Teleflex,Health Care,Health Care Equipment,"Wayne, Pennsylvania",2019-01-18,96943,1943
TER,Teradyne,Information Technology,Semiconductor Materials & Equipment,"North Reading, Massachusetts",2020-09-21,97210,1960
TSLA,"Tesla, Inc.",Consumer Discretionary,Automobile Manufacturers,"Austin, Texas",2020-12-21,1318605,2003
-TXN,Texas Instruments,Information Technology,Semiconductors,"Dallas, Texas",,97476,1930
+TXN,Texas Instruments,Information Technology,Semiconductors,"Dallas, Texas",2001-03-12,97476,1930
TXT,Textron,Industrials,Aerospace & Defense,"Providence, Rhode Island",1978-12-31,217346,1923
TMO,Thermo Fisher Scientific,Health Care,Life Sciences Tools & Services,"Waltham, Massachusetts",2004-08-03,97745,2006 (1902)
TJX,TJX Companies,Consumer Discretionary,Apparel Retail,"Framingham, Massachusetts",1985-09-30,109198,1987
@@ -457,8 +453,9 @@ TRMB,Trimble Inc.,Information Technology,Electronic Equipment & Instruments,"Wes
TFC,Truist,Financials,Regional Banks,"Charlotte, North Carolina",1997-12-04,92230,1872
TYL,Tyler Technologies,Information Technology,Application Software,"Plano, Texas",2020-06-22,860731,1966
TSN,Tyson Foods,Consumer Staples,Packaged Foods & Meats,"Springdale, Arkansas",2005-08-10,100493,1935
-USB,U.S. Bank,Financials,Diversified Banks,"Minneapolis, Minnesota",,36104,1968
-UDR,"UDR, Inc.",Real Estate,Residential REITs,"Highlands Ranch, Colorado",2016-03-07,74208,1972
+USB,U.S. Bank,Financials,Diversified Banks,"Minneapolis, Minnesota",1999-11-01,36104,1968
+UBER,Uber,Industrials,Passenger Ground Transportation,"San Francisco, California",2023-12-18,1543151,2009
+UDR,"UDR, Inc.",Real Estate,Multi-Family Residential REITs,"Highlands Ranch, Colorado",2016-03-07,74208,1972
ULTA,Ulta Beauty,Consumer Discretionary,Specialty Stores,"Bolingbrook, Illinois",2016-04-18,1403568,1990
UNP,Union Pacific Corporation,Industrials,Rail Transportation,"Omaha, Nebraska",1957-03-04,100885,1862
UAL,United Airlines Holdings,Industrials,Passenger Airlines,"Chicago, Illinois",2015-09-03,100517,1967
@@ -468,6 +465,7 @@ UNH,UnitedHealth Group,Health Care,Managed Health Care,"Minnetonka, Minnesota",1
UHS,Universal Health Services,Health Care,Health Care Facilities,"King of Prussia, Pennsylvania",2014-09-20,352915,1979
VLO,Valero Energy,Energy,Oil & Gas Refining & Marketing,"San Antonio, Texas",2002-12-20,1035002,1980
VTR,Ventas,Real Estate,Health Care REITs,"Chicago, Illinois",2009-03-04,740260,1998
+VLTO,Veralto,Industrials,Environmental & Facilities Services,"Waltham, Massachusetts",2023-10-02,1967680,2023 (Danaher spinoff)
VRSN,Verisign,Information Technology,Internet Services & Infrastructure,"Dulles, Virginia",2006-02-01,1014473,1995
VRSK,Verisk,Industrials,Research & Consulting Services,"Jersey City, New Jersey",2015-10-08,1442145,1971
VZ,Verizon,Communication Services,Integrated Telecommunication Services,"New York City, New York",1983-11-30,732712,1983 (1877)
@@ -477,20 +475,22 @@ VTRS,Viatris,Health Care,Pharmaceuticals,"Pittsburgh, Pennsylvania",2004-04-23,1
VICI,Vici Properties,Real Estate,Hotel & Resort REITs,"New York City, New York",2022-06-08,1705696,2017
V,Visa Inc.,Financials,Transaction & Payment Processing Services,"San Francisco, California",2009-12-21,1403161,1958
VMC,Vulcan Materials Company,Materials,Construction Materials,"Birmingham, Alabama",1999-06-30,1396009,1909
+WRB,Berkley,Financials,Property & Casualty Insurance,"Greenwich, Connecticut",2019-12-05,11544,1967
WAB,Wabtec,Industrials,Construction Machinery & Heavy Transportation Equipment,"Pittsburgh, Pennsylvania",2019-02-27,943452,1999 (1869)
WBA,Walgreens Boots Alliance,Consumer Staples,Drug Retail,"Deerfield, Illinois",1979-12-31,1618921,2014
WMT,Walmart,Consumer Staples,Consumer Staples Merchandise Retail,"Bentonville, Arkansas",1982-08-31,104169,1962
-WBD,Warner Bros. Discovery,Communication Services,Broadcasting,"New York City, New York",2022-04-11,1437107,2022
-WM,Waste Management,Industrials,Environmental & Facilities Services,"Houston, Texas",,823768,1968
-WAT,Waters Corporation,Health Care,Health Care Distributors,"Milford, Massachusetts",2002-01-02,1000697,1958
+DIS,Walt Disney,Communication Services,Movies & Entertainment,"Burbank, California",1976-06-30,1744489,1923
+WBD,Warner Bros. Discovery,Communication Services,Broadcasting,"New York City, New York",2022-04-11,1437107,2022 (Warner Bros. 1923)
+WM,Waste Management,Industrials,Environmental & Facilities Services,"Houston, Texas",1998-08-31,823768,1968
+WAT,Waters Corporation,Health Care,Life Sciences Tools & Services,"Milford, Massachusetts",2002-01-02,1000697,1958
WEC,WEC Energy Group,Utilities,Electric Utilities,"Milwaukee, Wisconsin",2008-10-31,783325,1896
WFC,Wells Fargo,Financials,Diversified Banks,"San Francisco, California",1976-06-30,72971,1852
WELL,Welltower,Real Estate,Health Care REITs,"Toledo, Ohio",2009-01-30,766704,1970
WST,West Pharmaceutical Services,Health Care,Health Care Supplies,"Exton, Pennsylvania",2020-05-22,105770,1923
WDC,Western Digital,Information Technology,"Technology Hardware, Storage & Peripherals","San Jose, California",2009-07-01,106040,1970
WRK,WestRock,Materials,Paper & Plastic Packaging Products & Materials,"Atlanta, Georgia",1957-03-04,1732845,2015
-WY,Weyerhaeuser,Real Estate,Timber REITs,"Seattle, Washington",,106535,1900
-WHR,Whirlpool Corporation,Consumer Discretionary,Household Appliances,"Benton Harbor, Michigan",,106640,1911
+WY,Weyerhaeuser,Real Estate,Timber REITs,"Seattle, Washington",1979-10-01,106535,1900
+WHR,Whirlpool Corporation,Consumer Discretionary,Household Appliances,"Benton Harbor, Michigan",1958-03-31,106640,1911
WMB,Williams Companies,Energy,Oil & Gas Storage & Transportation,"Tulsa, Oklahoma",1975-03-31,107263,1908
WTW,Willis Towers Watson,Financials,Insurance Brokers,"London, United Kingdom",2016-01-05,1140536,2016
GWW,W. W. Grainger,Industrials,Industrial Machinery & Supplies & Components,"Lake Forest, Illinois",1981-06-30,277135,1927
diff --git a/sp500.ipynb b/sp500.ipynb
index 6a88933..efa8f69 100644
--- a/sp500.ipynb
+++ b/sp500.ipynb
@@ -28,6 +28,7 @@
"outputs": [],
"source": [
"from datetime import datetime\n",
+ "import io\n",
"import os\n",
"import re\n",
"import shutil\n",
@@ -92,7 +93,7 @@
" pass\n",
" else:\n",
" html = wp.page(title).html()\n",
- " df = pd.read_html(html, header=0, match=match)[0]\n",
+ " df = pd.read_html(io.StringIO(html), header=0, match=match)[0]\n",
" \n",
" df.to_csv(filename, header=True, index=False, encoding='utf-8')\n",
" \n",
@@ -107,15 +108,14 @@
"ExecuteTime": {
"end_time": "2020-04-21T03:37:28.272971Z",
"start_time": "2020-04-21T03:37:22.561293Z"
- },
- "scrolled": false
+ }
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "List of S&P 500 companies (retrieved 08/01/2023 21:19:18)\n"
+ "List of S&P 500 companies (retrieved 12/30/2023 00:07:19)\n"
]
},
{
@@ -169,7 +169,7 @@
" | Building Products | \n",
" Milwaukee, Wisconsin | \n",
" 2017-07-26 | \n",
- " 4343243243432434 | \n",
+ " 91142 | \n",
" 1916 | \n",
" \n",
" \n",
@@ -188,7 +188,7 @@
" | ABBV | \n",
" AbbVie | \n",
" Health Care | \n",
- " Pharmaceuticals | \n",
+ " Biotechnology | \n",
" North Chicago, Illinois | \n",
" 2012-12-31 | \n",
" 1551152 | \n",
@@ -207,28 +207,6 @@
"
\n",
" \n",
" | 5 | \n",
- " ATVI | \n",
- " Activision Blizzard | \n",
- " Communication Services | \n",
- " Interactive Home Entertainment | \n",
- " Santa Monica, California | \n",
- " 2015-08-31 | \n",
- " 718877 | \n",
- " 2008 | \n",
- "
\n",
- " \n",
- " | 6 | \n",
- " ADM | \n",
- " ADM | \n",
- " Consumer Staples | \n",
- " Agricultural Products & Services | \n",
- " Chicago, Illinois | \n",
- " 1957-03-04 | \n",
- " 7084 | \n",
- " 1902 | \n",
- "
\n",
- " \n",
- " | 7 | \n",
" ADBE | \n",
" Adobe Inc. | \n",
" Information Technology | \n",
@@ -239,29 +217,18 @@
" 1982 | \n",
"
\n",
" \n",
- " | 8 | \n",
- " ADP | \n",
- " ADP | \n",
- " Industrials | \n",
- " Human Resource & Employment Services | \n",
- " Roseland, New Jersey | \n",
- " 1981-03-31 | \n",
- " 8670 | \n",
- " 1949 | \n",
- "
\n",
- " \n",
- " | 9 | \n",
- " AAP | \n",
- " Advance Auto Parts | \n",
- " Consumer Discretionary | \n",
- " Automotive Retail | \n",
- " Raleigh, North Carolina | \n",
- " 2015-07-09 | \n",
- " 1158449 | \n",
- " 1932 | \n",
+ " 6 | \n",
+ " AMD | \n",
+ " Advanced Micro Devices | \n",
+ " Information Technology | \n",
+ " Semiconductors | \n",
+ " Santa Clara, California | \n",
+ " 2017-03-20 | \n",
+ " 2488 | \n",
+ " 1969 | \n",
"
\n",
" \n",
- " | 10 | \n",
+ " 7 | \n",
" AES | \n",
" AES Corporation | \n",
" Utilities | \n",
@@ -272,7 +239,7 @@
" 1981 | \n",
"
\n",
" \n",
- " | 11 | \n",
+ " 8 | \n",
" AFL | \n",
" Aflac | \n",
" Financials | \n",
@@ -283,18 +250,18 @@
" 1955 | \n",
"
\n",
" \n",
- " | 12 | \n",
+ " 9 | \n",
" A | \n",
" Agilent Technologies | \n",
" Health Care | \n",
- " Health Care Equipment | \n",
+ " Life Sciences Tools & Services | \n",
" Santa Clara, California | \n",
" 2000-06-05 | \n",
" 1090872 | \n",
" 1999 | \n",
"
\n",
" \n",
- " | 13 | \n",
+ " 10 | \n",
" APD | \n",
" Air Products and Chemicals | \n",
" Materials | \n",
@@ -305,7 +272,18 @@
" 1940 | \n",
"
\n",
" \n",
- " | 14 | \n",
+ " 11 | \n",
+ " ABNB | \n",
+ " Airbnb | \n",
+ " Consumer Discretionary | \n",
+ " Hotels, Resorts & Cruise Lines | \n",
+ " San Francisco, California | \n",
+ " 2023-09-18 | \n",
+ " 1559720 | \n",
+ " 2008 | \n",
+ "
\n",
+ " \n",
+ " | 12 | \n",
" AKAM | \n",
" Akamai | \n",
" Information Technology | \n",
@@ -316,18 +294,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 15 | \n",
- " ALK | \n",
- " Alaska Air Group | \n",
- " Industrials | \n",
- " Passenger Airlines | \n",
- " SeaTac, Washington | \n",
- " 2016-05-13 | \n",
- " 766421 | \n",
- " 1985 | \n",
- "
\n",
- " \n",
- " | 16 | \n",
+ " 13 | \n",
" ALB | \n",
" Albemarle Corporation | \n",
" Materials | \n",
@@ -338,7 +305,7 @@
" 1994 | \n",
"
\n",
" \n",
- " | 17 | \n",
+ " 14 | \n",
" ARE | \n",
" Alexandria Real Estate Equities | \n",
" Real Estate | \n",
@@ -349,7 +316,7 @@
" 1994 | \n",
"
\n",
" \n",
- " | 18 | \n",
+ " 15 | \n",
" ALGN | \n",
" Align Technology | \n",
" Health Care | \n",
@@ -360,18 +327,18 @@
" 1997 | \n",
"
\n",
" \n",
- " | 19 | \n",
+ " 16 | \n",
" ALLE | \n",
" Allegion | \n",
" Industrials | \n",
" Building Products | \n",
- " New York City, New York | \n",
+ " Dublin, Ireland | \n",
" 2013-12-02 | \n",
" 1579241 | \n",
" 1908 | \n",
"
\n",
" \n",
- " | 20 | \n",
+ " 17 | \n",
" LNT | \n",
" Alliant Energy | \n",
" Utilities | \n",
@@ -382,18 +349,18 @@
" 1917 | \n",
"
\n",
" \n",
- " | 21 | \n",
+ " 18 | \n",
" ALL | \n",
" Allstate | \n",
" Financials | \n",
" Property & Casualty Insurance | \n",
- " Glenview, Illinois | \n",
+ " Northbrook, Illinois | \n",
" 1995-07-13 | \n",
" 899051 | \n",
" 1931 | \n",
"
\n",
" \n",
- " | 22 | \n",
+ " 19 | \n",
" GOOGL | \n",
" Alphabet Inc. (Class A) | \n",
" Communication Services | \n",
@@ -404,7 +371,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 23 | \n",
+ " 20 | \n",
" GOOG | \n",
" Alphabet Inc. (Class C) | \n",
" Communication Services | \n",
@@ -415,7 +382,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 24 | \n",
+ " 21 | \n",
" MO | \n",
" Altria | \n",
" Consumer Staples | \n",
@@ -426,7 +393,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 25 | \n",
+ " 22 | \n",
" AMZN | \n",
" Amazon | \n",
" Consumer Discretionary | \n",
@@ -437,7 +404,7 @@
" 1994 | \n",
"
\n",
" \n",
- " | 26 | \n",
+ " 23 | \n",
" AMCR | \n",
" Amcor | \n",
" Materials | \n",
@@ -448,18 +415,7 @@
" 2019 (1860) | \n",
"
\n",
" \n",
- " | 27 | \n",
- " AMD | \n",
- " AMD | \n",
- " Information Technology | \n",
- " Semiconductors | \n",
- " Santa Clara, California | \n",
- " 2017-03-20 | \n",
- " 2488 | \n",
- " 1969 | \n",
- "
\n",
- " \n",
- " | 28 | \n",
+ " 24 | \n",
" AEE | \n",
" Ameren | \n",
" Utilities | \n",
@@ -470,7 +426,7 @@
" 1902 | \n",
"
\n",
" \n",
- " | 29 | \n",
+ " 25 | \n",
" AAL | \n",
" American Airlines Group | \n",
" Industrials | \n",
@@ -481,7 +437,7 @@
" 1934 | \n",
"
\n",
" \n",
- " | 30 | \n",
+ " 26 | \n",
" AEP | \n",
" American Electric Power | \n",
" Utilities | \n",
@@ -492,7 +448,7 @@
" 1906 | \n",
"
\n",
" \n",
- " | 31 | \n",
+ " 27 | \n",
" AXP | \n",
" American Express | \n",
" Financials | \n",
@@ -503,18 +459,18 @@
" 1850 | \n",
"
\n",
" \n",
- " | 32 | \n",
+ " 28 | \n",
" AIG | \n",
" American International Group | \n",
" Financials | \n",
- " Property & Casualty Insurance | \n",
+ " Multi-line Insurance | \n",
" New York City, New York | \n",
" 1980-03-31 | \n",
" 5272 | \n",
" 1919 | \n",
"
\n",
" \n",
- " | 33 | \n",
+ " 29 | \n",
" AMT | \n",
" American Tower | \n",
" Real Estate | \n",
@@ -525,7 +481,7 @@
" 1995 | \n",
"
\n",
" \n",
- " | 34 | \n",
+ " 30 | \n",
" AWK | \n",
" American Water Works | \n",
" Utilities | \n",
@@ -536,7 +492,7 @@
" 1886 | \n",
"
\n",
" \n",
- " | 35 | \n",
+ " 31 | \n",
" AMP | \n",
" Ameriprise Financial | \n",
" Financials | \n",
@@ -547,18 +503,7 @@
" 1894 | \n",
"
\n",
" \n",
- " | 36 | \n",
- " ABC | \n",
- " AmerisourceBergen | \n",
- " Health Care | \n",
- " Health Care Distributors | \n",
- " Conshohocken, Pennsylvania | \n",
- " 2001-08-30 | \n",
- " 1140859 | \n",
- " 1985 | \n",
- "
\n",
- " \n",
- " | 37 | \n",
+ " 32 | \n",
" AME | \n",
" Ametek | \n",
" Industrials | \n",
@@ -569,7 +514,7 @@
" 1930 | \n",
"
\n",
" \n",
- " | 38 | \n",
+ " 33 | \n",
" AMGN | \n",
" Amgen | \n",
" Health Care | \n",
@@ -580,7 +525,7 @@
" 1980 | \n",
"
\n",
" \n",
- " | 39 | \n",
+ " 34 | \n",
" APH | \n",
" Amphenol | \n",
" Information Technology | \n",
@@ -591,7 +536,7 @@
" 1932 | \n",
"
\n",
" \n",
- " | 40 | \n",
+ " 35 | \n",
" ADI | \n",
" Analog Devices | \n",
" Information Technology | \n",
@@ -602,7 +547,7 @@
" 1965 | \n",
"
\n",
" \n",
- " | 41 | \n",
+ " 36 | \n",
" ANSS | \n",
" Ansys | \n",
" Information Technology | \n",
@@ -613,7 +558,7 @@
" 1969 | \n",
"
\n",
" \n",
- " | 42 | \n",
+ " 37 | \n",
" AON | \n",
" Aon | \n",
" Financials | \n",
@@ -624,7 +569,7 @@
" 1982 (1919) | \n",
"
\n",
" \n",
- " | 43 | \n",
+ " 38 | \n",
" APA | \n",
" APA Corporation | \n",
" Energy | \n",
@@ -635,7 +580,7 @@
" 1954 | \n",
"
\n",
" \n",
- " | 44 | \n",
+ " 39 | \n",
" AAPL | \n",
" Apple Inc. | \n",
" Information Technology | \n",
@@ -646,7 +591,7 @@
" 1977 | \n",
"
\n",
" \n",
- " | 45 | \n",
+ " 40 | \n",
" AMAT | \n",
" Applied Materials | \n",
" Information Technology | \n",
@@ -657,7 +602,7 @@
" 1967 | \n",
"
\n",
" \n",
- " | 46 | \n",
+ " 41 | \n",
" APTV | \n",
" Aptiv | \n",
" Consumer Discretionary | \n",
@@ -668,18 +613,29 @@
" 1994 | \n",
"
\n",
" \n",
- " | 47 | \n",
+ " 42 | \n",
" ACGL | \n",
" Arch Capital Group | \n",
" Financials | \n",
- " Reinsurance | \n",
+ " Property & Casualty Insurance | \n",
" Hamilton, Bermuda | \n",
" 2022-11-01 | \n",
" 947484 | \n",
" 1995 | \n",
"
\n",
" \n",
- " | 48 | \n",
+ " 43 | \n",
+ " ADM | \n",
+ " Archer-Daniels-Midland | \n",
+ " Consumer Staples | \n",
+ " Agricultural Products & Services | \n",
+ " Chicago, Illinois | \n",
+ " 1957-03-04 | \n",
+ " 7084 | \n",
+ " 1902 | \n",
+ "
\n",
+ " \n",
+ " | 44 | \n",
" ANET | \n",
" Arista Networks | \n",
" Information Technology | \n",
@@ -690,7 +646,7 @@
" 2004 | \n",
"
\n",
" \n",
- " | 49 | \n",
+ " 45 | \n",
" AJG | \n",
" Arthur J. Gallagher & Co. | \n",
" Financials | \n",
@@ -701,18 +657,18 @@
" 1927 | \n",
"
\n",
" \n",
- " | 50 | \n",
+ " 46 | \n",
" AIZ | \n",
" Assurant | \n",
" Financials | \n",
" Multi-line Insurance | \n",
- " New York City, New York | \n",
+ " Atlanta, Georgia | \n",
" 2007-04-10 | \n",
" 1267238 | \n",
" 1892 | \n",
"
\n",
" \n",
- " | 51 | \n",
+ " 47 | \n",
" T | \n",
" AT&T | \n",
" Communication Services | \n",
@@ -723,7 +679,7 @@
" 1983 (1885) | \n",
"
\n",
" \n",
- " | 52 | \n",
+ " 48 | \n",
" ATO | \n",
" Atmos Energy | \n",
" Utilities | \n",
@@ -734,7 +690,7 @@
" 1906 | \n",
"
\n",
" \n",
- " | 53 | \n",
+ " 49 | \n",
" ADSK | \n",
" Autodesk | \n",
" Information Technology | \n",
@@ -745,40 +701,51 @@
" 1982 | \n",
"
\n",
" \n",
- " | 54 | \n",
+ " 50 | \n",
+ " ADP | \n",
+ " Automated Data Processing | \n",
+ " Industrials | \n",
+ " Human Resource & Employment Services | \n",
+ " Roseland, New Jersey | \n",
+ " 1981-03-31 | \n",
+ " 8670 | \n",
+ " 1949 | \n",
+ "
\n",
+ " \n",
+ " | 51 | \n",
" AZO | \n",
" AutoZone | \n",
" Consumer Discretionary | \n",
- " Specialty Stores | \n",
+ " Automotive Retail | \n",
" Memphis, Tennessee | \n",
" 1997-01-02 | \n",
" 866787 | \n",
" 1979 | \n",
"
\n",
" \n",
- " | 55 | \n",
+ " 52 | \n",
" AVB | \n",
" AvalonBay Communities | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Multi-Family Residential REITs | \n",
" Arlington, Virginia | \n",
" 2007-01-10 | \n",
" 915912 | \n",
" 1978 | \n",
"
\n",
" \n",
- " | 56 | \n",
+ " 53 | \n",
" AVY | \n",
" Avery Dennison | \n",
" Materials | \n",
" Paper & Plastic Packaging Products & Materials | \n",
- " Glendale, California | \n",
+ " Mentor, Ohio | \n",
" 1987-12-31 | \n",
" 8818 | \n",
" 1990 | \n",
"
\n",
" \n",
- " | 57 | \n",
+ " 54 | \n",
" AXON | \n",
" Axon Enterprise | \n",
" Industrials | \n",
@@ -789,7 +756,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 58 | \n",
+ " 55 | \n",
" BKR | \n",
" Baker Hughes | \n",
" Energy | \n",
@@ -800,7 +767,7 @@
" 2017 | \n",
"
\n",
" \n",
- " | 59 | \n",
+ " 56 | \n",
" BALL | \n",
" Ball Corporation | \n",
" Materials | \n",
@@ -811,7 +778,7 @@
" 1880 | \n",
"
\n",
" \n",
- " | 60 | \n",
+ " 57 | \n",
" BAC | \n",
" Bank of America | \n",
" Financials | \n",
@@ -822,18 +789,29 @@
" 1998 (1923 / 1874) | \n",
"
\n",
" \n",
- " | 61 | \n",
+ " 58 | \n",
+ " BK | \n",
+ " Bank of New York Mellon | \n",
+ " Financials | \n",
+ " Asset Management & Custody Banks | \n",
+ " New York City, New York | \n",
+ " 1995-03-31 | \n",
+ " 1390777 | \n",
+ " 1784 | \n",
+ "
\n",
+ " \n",
+ " | 59 | \n",
" BBWI | \n",
" Bath & Body Works, Inc. | \n",
" Consumer Discretionary | \n",
- " Specialty Stores | \n",
+ " Other Specialty Retail | \n",
" Columbus, Ohio | \n",
" 1983-09-30 | \n",
" 701985 | \n",
" 1963 | \n",
"
\n",
" \n",
- " | 62 | \n",
+ " 60 | \n",
" BAX | \n",
" Baxter International | \n",
" Health Care | \n",
@@ -844,7 +822,7 @@
" 1931 | \n",
"
\n",
" \n",
- " | 63 | \n",
+ " 61 | \n",
" BDX | \n",
" Becton Dickinson | \n",
" Health Care | \n",
@@ -855,18 +833,7 @@
" 1897 | \n",
"
\n",
" \n",
- " | 64 | \n",
- " WRB | \n",
- " Berkley | \n",
- " Financials | \n",
- " Property & Casualty Insurance | \n",
- " Greenwich, Connecticut | \n",
- " 2019-12-05 | \n",
- " 11544 | \n",
- " 1967 | \n",
- "
\n",
- " \n",
- " | 65 | \n",
+ " 62 | \n",
" BRK.B | \n",
" Berkshire Hathaway | \n",
" Financials | \n",
@@ -877,7 +844,7 @@
" 1839 | \n",
"
\n",
" \n",
- " | 66 | \n",
+ " 63 | \n",
" BBY | \n",
" Best Buy | \n",
" Consumer Discretionary | \n",
@@ -888,7 +855,7 @@
" 1966 | \n",
"
\n",
" \n",
- " | 67 | \n",
+ " 64 | \n",
" BIO | \n",
" Bio-Rad | \n",
" Health Care | \n",
@@ -899,7 +866,7 @@
" 1952 | \n",
"
\n",
" \n",
- " | 68 | \n",
+ " 65 | \n",
" TECH | \n",
" Bio-Techne | \n",
" Health Care | \n",
@@ -910,7 +877,7 @@
" 1976 | \n",
"
\n",
" \n",
- " | 69 | \n",
+ " 66 | \n",
" BIIB | \n",
" Biogen | \n",
" Health Care | \n",
@@ -921,7 +888,7 @@
" 1978 | \n",
"
\n",
" \n",
- " | 70 | \n",
+ " 67 | \n",
" BLK | \n",
" BlackRock | \n",
" Financials | \n",
@@ -932,40 +899,40 @@
" 1988 | \n",
"
\n",
" \n",
- " | 71 | \n",
- " BK | \n",
- " BNY Mellon | \n",
+ " 68 | \n",
+ " BX | \n",
+ " Blackstone | \n",
" Financials | \n",
" Asset Management & Custody Banks | \n",
" New York City, New York | \n",
- " 1995-03-31 | \n",
- " 1390777 | \n",
- " 1784 | \n",
+ " 2023-09-18 | \n",
+ " 1393818 | \n",
+ " 1985 | \n",
"
\n",
" \n",
- " | 72 | \n",
+ " 69 | \n",
" BA | \n",
" Boeing | \n",
" Industrials | \n",
" Aerospace & Defense | \n",
- " Chicago, Illinois | \n",
+ " Arlington, Virginia | \n",
" 1957-03-04 | \n",
" 12927 | \n",
" 1916 | \n",
"
\n",
" \n",
- " | 73 | \n",
+ " 70 | \n",
" BKNG | \n",
" Booking Holdings | \n",
" Consumer Discretionary | \n",
- " Hotels, Restaurants & Leisure | \n",
+ " Hotels, Resorts & Cruise Lines | \n",
" Norwalk, Connecticut | \n",
" 2009-11-06 | \n",
" 1075531 | \n",
" 1996 | \n",
"
\n",
" \n",
- " | 74 | \n",
+ " 71 | \n",
" BWA | \n",
" BorgWarner | \n",
" Consumer Discretionary | \n",
@@ -976,7 +943,7 @@
" 1880 | \n",
"
\n",
" \n",
- " | 75 | \n",
+ " 72 | \n",
" BXP | \n",
" Boston Properties | \n",
" Real Estate | \n",
@@ -987,7 +954,7 @@
" 1970 | \n",
"
\n",
" \n",
- " | 76 | \n",
+ " 73 | \n",
" BSX | \n",
" Boston Scientific | \n",
" Health Care | \n",
@@ -998,7 +965,7 @@
" 1979 | \n",
"
\n",
" \n",
- " | 77 | \n",
+ " 74 | \n",
" BMY | \n",
" Bristol Myers Squibb | \n",
" Health Care | \n",
@@ -1009,18 +976,18 @@
" 1989 (1887) | \n",
"
\n",
" \n",
- " | 78 | \n",
+ " 75 | \n",
" AVGO | \n",
" Broadcom Inc. | \n",
" Information Technology | \n",
" Semiconductors | \n",
- " San Jose, California | \n",
+ " Palo Alto, California | \n",
" 2014-05-08 | \n",
" 1730168 | \n",
" 1961 | \n",
"
\n",
" \n",
- " | 79 | \n",
+ " 76 | \n",
" BR | \n",
" Broadridge Financial Solutions | \n",
" Industrials | \n",
@@ -1031,7 +998,7 @@
" 1962 | \n",
"
\n",
" \n",
- " | 80 | \n",
+ " 77 | \n",
" BRO | \n",
" Brown & Brown | \n",
" Financials | \n",
@@ -1042,7 +1009,7 @@
" 1939 | \n",
"
\n",
" \n",
- " | 81 | \n",
+ " 78 | \n",
" BF.B | \n",
" Brown–Forman | \n",
" Consumer Staples | \n",
@@ -1053,29 +1020,29 @@
" 1870 | \n",
"
\n",
" \n",
- " | 82 | \n",
+ " 79 | \n",
+ " BLDR | \n",
+ " Builders FirstSource | \n",
+ " Industrials | \n",
+ " Building Products | \n",
+ " Irving, Texas | \n",
+ " 2023-12-18 | \n",
+ " 1316835 | \n",
+ " 1998 | \n",
+ "
\n",
+ " \n",
+ " | 80 | \n",
" BG | \n",
- " Bunge Limited | \n",
+ " Bunge Global SA | \n",
" Consumer Staples | \n",
" Agricultural Products & Services | \n",
" Chesterfield, Missouri | \n",
" 2023-03-15 | \n",
- " 1144519 | \n",
+ " 1996862 | \n",
" 1818 | \n",
"
\n",
" \n",
- " | 83 | \n",
- " CHRW | \n",
- " C.H. Robinson | \n",
- " Industrials | \n",
- " Air Freight & Logistics | \n",
- " Eden Prairie, Minnesota | \n",
- " 2007-03-02 | \n",
- " 1043277 | \n",
- " 1905 | \n",
- "
\n",
- " \n",
- " | 84 | \n",
+ " 81 | \n",
" CDNS | \n",
" Cadence Design Systems | \n",
" Information Technology | \n",
@@ -1086,7 +1053,7 @@
" 1988 | \n",
"
\n",
" \n",
- " | 85 | \n",
+ " 82 | \n",
" CZR | \n",
" Caesars Entertainment | \n",
" Consumer Discretionary | \n",
@@ -1097,18 +1064,18 @@
" 1973 | \n",
"
\n",
" \n",
- " | 86 | \n",
+ " 83 | \n",
" CPT | \n",
" Camden Property Trust | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Multi-Family Residential REITs | \n",
" Houston, Texas | \n",
" 2022-04-04 | \n",
" 906345 | \n",
" 1981 | \n",
"
\n",
" \n",
- " | 87 | \n",
+ " 84 | \n",
" CPB | \n",
" Campbell Soup Company | \n",
" Consumer Staples | \n",
@@ -1119,7 +1086,7 @@
" 1869 | \n",
"
\n",
" \n",
- " | 88 | \n",
+ " 85 | \n",
" COF | \n",
" Capital One | \n",
" Financials | \n",
@@ -1130,7 +1097,7 @@
" 1994 | \n",
"
\n",
" \n",
- " | 89 | \n",
+ " 86 | \n",
" CAH | \n",
" Cardinal Health | \n",
" Health Care | \n",
@@ -1141,7 +1108,7 @@
" 1971 | \n",
"
\n",
" \n",
- " | 90 | \n",
+ " 87 | \n",
" KMX | \n",
" CarMax | \n",
" Consumer Discretionary | \n",
@@ -1152,7 +1119,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 91 | \n",
+ " 88 | \n",
" CCL | \n",
" Carnival | \n",
" Consumer Discretionary | \n",
@@ -1163,7 +1130,7 @@
" 1972 | \n",
"
\n",
" \n",
- " | 92 | \n",
+ " 89 | \n",
" CARR | \n",
" Carrier Global | \n",
" Industrials | \n",
@@ -1171,10 +1138,10 @@
" Palm Beach Gardens, Florida | \n",
" 2020-04-03 | \n",
" 1783180 | \n",
- " 2020 (1915) | \n",
+ " 2020 (1915, United Technologies spinoff) | \n",
"
\n",
" \n",
- " | 93 | \n",
+ " 90 | \n",
" CTLT | \n",
" Catalent | \n",
" Health Care | \n",
@@ -1185,7 +1152,7 @@
" 2007 | \n",
"
\n",
" \n",
- " | 94 | \n",
+ " 91 | \n",
" CAT | \n",
" Caterpillar Inc. | \n",
" Industrials | \n",
@@ -1196,7 +1163,7 @@
" 1925 | \n",
"
\n",
" \n",
- " | 95 | \n",
+ " 92 | \n",
" CBOE | \n",
" Cboe Global Markets | \n",
" Financials | \n",
@@ -1207,7 +1174,7 @@
" 1973 | \n",
"
\n",
" \n",
- " | 96 | \n",
+ " 93 | \n",
" CBRE | \n",
" CBRE Group | \n",
" Real Estate | \n",
@@ -1218,7 +1185,7 @@
" 1906 | \n",
"
\n",
" \n",
- " | 97 | \n",
+ " 94 | \n",
" CDW | \n",
" CDW | \n",
" Information Technology | \n",
@@ -1229,7 +1196,7 @@
" 1984 | \n",
"
\n",
" \n",
- " | 98 | \n",
+ " 95 | \n",
" CE | \n",
" Celanese | \n",
" Materials | \n",
@@ -1240,7 +1207,18 @@
" 1918 | \n",
"
\n",
" \n",
- " | 99 | \n",
+ " 96 | \n",
+ " COR | \n",
+ " Cencora | \n",
+ " Health Care | \n",
+ " Health Care Distributors | \n",
+ " Conshohocken, Pennsylvania | \n",
+ " 2001-08-30 | \n",
+ " 1140859 | \n",
+ " 1985 | \n",
+ "
\n",
+ " \n",
+ " | 97 | \n",
" CNC | \n",
" Centene Corporation | \n",
" Health Care | \n",
@@ -1251,7 +1229,7 @@
" 1984 | \n",
"
\n",
" \n",
- " | 100 | \n",
+ " 98 | \n",
" CNP | \n",
" CenterPoint Energy | \n",
" Utilities | \n",
@@ -1262,18 +1240,18 @@
" 1882 | \n",
"
\n",
" \n",
- " | 101 | \n",
+ " 99 | \n",
" CDAY | \n",
" Ceridian | \n",
- " Information Technology | \n",
- " Application Software | \n",
+ " Industrials | \n",
+ " Human Resource & Employment Services | \n",
" Minneapolis, Minnesota | \n",
" 2021-09-20 | \n",
" 1725057 | \n",
" 1992 | \n",
"
\n",
" \n",
- " | 102 | \n",
+ " 100 | \n",
" CF | \n",
" CF Industries | \n",
" Materials | \n",
@@ -1284,7 +1262,18 @@
" 1946 | \n",
"
\n",
" \n",
- " | 103 | \n",
+ " 101 | \n",
+ " CHRW | \n",
+ " CH Robinson | \n",
+ " Industrials | \n",
+ " Air Freight & Logistics | \n",
+ " Eden Prairie, Minnesota | \n",
+ " 2007-03-02 | \n",
+ " 1043277 | \n",
+ " 1905 | \n",
+ "
\n",
+ " \n",
+ " | 102 | \n",
" CRL | \n",
" Charles River Laboratories | \n",
" Health Care | \n",
@@ -1295,7 +1284,7 @@
" 1947 | \n",
"
\n",
" \n",
- " | 104 | \n",
+ " 103 | \n",
" SCHW | \n",
" Charles Schwab Corporation | \n",
" Financials | \n",
@@ -1306,7 +1295,7 @@
" 1971 | \n",
"
\n",
" \n",
- " | 105 | \n",
+ " 104 | \n",
" CHTR | \n",
" Charter Communications | \n",
" Communication Services | \n",
@@ -1317,7 +1306,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 106 | \n",
+ " 105 | \n",
" CVX | \n",
" Chevron Corporation | \n",
" Energy | \n",
@@ -1328,7 +1317,7 @@
" 1879 | \n",
"
\n",
" \n",
- " | 107 | \n",
+ " 106 | \n",
" CMG | \n",
" Chipotle Mexican Grill | \n",
" Consumer Discretionary | \n",
@@ -1339,7 +1328,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 108 | \n",
+ " 107 | \n",
" CB | \n",
" Chubb Limited | \n",
" Financials | \n",
@@ -1350,7 +1339,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 109 | \n",
+ " 108 | \n",
" CHD | \n",
" Church & Dwight | \n",
" Consumer Staples | \n",
@@ -1361,18 +1350,18 @@
" 1847 | \n",
"
\n",
" \n",
- " | 110 | \n",
+ " 109 | \n",
" CI | \n",
" Cigna | \n",
" Health Care | \n",
- " Managed Health Care | \n",
+ " Health Care Services | \n",
" Bloomfield, Connecticut | \n",
" 1976-06-30 | \n",
" 1739940 | \n",
" 1982 | \n",
"
\n",
" \n",
- " | 111 | \n",
+ " 110 | \n",
" CINF | \n",
" Cincinnati Financial | \n",
" Financials | \n",
@@ -1383,7 +1372,7 @@
" 1950 | \n",
"
\n",
" \n",
- " | 112 | \n",
+ " 111 | \n",
" CTAS | \n",
" Cintas | \n",
" Industrials | \n",
@@ -1394,7 +1383,7 @@
" 1929 | \n",
"
\n",
" \n",
- " | 113 | \n",
+ " 112 | \n",
" CSCO | \n",
" Cisco | \n",
" Information Technology | \n",
@@ -1405,7 +1394,7 @@
" 1984 | \n",
"
\n",
" \n",
- " | 114 | \n",
+ " 113 | \n",
" C | \n",
" Citigroup | \n",
" Financials | \n",
@@ -1416,7 +1405,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 115 | \n",
+ " 114 | \n",
" CFG | \n",
" Citizens Financial Group | \n",
" Financials | \n",
@@ -1427,7 +1416,7 @@
" 1828 | \n",
"
\n",
" \n",
- " | 116 | \n",
+ " 115 | \n",
" CLX | \n",
" Clorox | \n",
" Consumer Staples | \n",
@@ -1438,7 +1427,7 @@
" 1913 | \n",
"
\n",
" \n",
- " | 117 | \n",
+ " 116 | \n",
" CME | \n",
" CME Group | \n",
" Financials | \n",
@@ -1449,7 +1438,7 @@
" 1848 | \n",
"
\n",
" \n",
- " | 118 | \n",
+ " 117 | \n",
" CMS | \n",
" CMS Energy | \n",
" Utilities | \n",
@@ -1460,7 +1449,7 @@
" 1886 | \n",
"
\n",
" \n",
- " | 119 | \n",
+ " 118 | \n",
" KO | \n",
" Coca-Cola Company (The) | \n",
" Consumer Staples | \n",
@@ -1471,7 +1460,7 @@
" 1886 | \n",
"
\n",
" \n",
- " | 120 | \n",
+ " 119 | \n",
" CTSH | \n",
" Cognizant | \n",
" Information Technology | \n",
@@ -1482,7 +1471,7 @@
" 1994 | \n",
"
\n",
" \n",
- " | 121 | \n",
+ " 120 | \n",
" CL | \n",
" Colgate-Palmolive | \n",
" Consumer Staples | \n",
@@ -1493,7 +1482,7 @@
" 1806 | \n",
"
\n",
" \n",
- " | 122 | \n",
+ " 121 | \n",
" CMCSA | \n",
" Comcast | \n",
" Communication Services | \n",
@@ -1504,7 +1493,7 @@
" 1963 | \n",
"
\n",
" \n",
- " | 123 | \n",
+ " 122 | \n",
" CMA | \n",
" Comerica | \n",
" Financials | \n",
@@ -1515,7 +1504,7 @@
" 1849 | \n",
"
\n",
" \n",
- " | 124 | \n",
+ " 123 | \n",
" CAG | \n",
" Conagra Brands | \n",
" Consumer Staples | \n",
@@ -1526,7 +1515,7 @@
" 1919 | \n",
"
\n",
" \n",
- " | 125 | \n",
+ " 124 | \n",
" COP | \n",
" ConocoPhillips | \n",
" Energy | \n",
@@ -1537,18 +1526,18 @@
" 2002 | \n",
"
\n",
" \n",
- " | 126 | \n",
+ " 125 | \n",
" ED | \n",
" Consolidated Edison | \n",
" Utilities | \n",
- " Electric Utilities | \n",
+ " Multi-Utilities | \n",
" New York City, New York | \n",
" 1957-03-04 | \n",
" 1047862 | \n",
" 1823 | \n",
"
\n",
" \n",
- " | 127 | \n",
+ " 126 | \n",
" STZ | \n",
" Constellation Brands | \n",
" Consumer Staples | \n",
@@ -1559,18 +1548,18 @@
" 1945 | \n",
"
\n",
" \n",
- " | 128 | \n",
+ " 127 | \n",
" CEG | \n",
" Constellation Energy | \n",
" Utilities | \n",
- " Multi-Utilities | \n",
+ " Electric Utilities | \n",
" Baltimore, Maryland | \n",
" 2022-02-02 | \n",
" 1868275 | \n",
" 1999 | \n",
"
\n",
" \n",
- " | 129 | \n",
+ " 128 | \n",
" COO | \n",
" CooperCompanies | \n",
" Health Care | \n",
@@ -1581,7 +1570,7 @@
" 1958 | \n",
"
\n",
" \n",
- " | 130 | \n",
+ " 129 | \n",
" CPRT | \n",
" Copart | \n",
" Industrials | \n",
@@ -1592,7 +1581,7 @@
" 1982 | \n",
"
\n",
" \n",
- " | 131 | \n",
+ " 130 | \n",
" GLW | \n",
" Corning Inc. | \n",
" Information Technology | \n",
@@ -1603,7 +1592,7 @@
" 1851 | \n",
"
\n",
" \n",
- " | 132 | \n",
+ " 131 | \n",
" CTVA | \n",
" Corteva | \n",
" Materials | \n",
@@ -1614,18 +1603,18 @@
" 2019 | \n",
"
\n",
" \n",
- " | 133 | \n",
+ " 132 | \n",
" CSGP | \n",
" CoStar Group | \n",
- " Industrials | \n",
- " Research & Consulting Services | \n",
+ " Real Estate | \n",
+ " Real Estate Services | \n",
" Washington, D.C. | \n",
" 2022-09-19 | \n",
" 1057352 | \n",
" 1987 | \n",
"
\n",
" \n",
- " | 134 | \n",
+ " 133 | \n",
" COST | \n",
" Costco | \n",
" Consumer Staples | \n",
@@ -1636,7 +1625,7 @@
" 1976 | \n",
"
\n",
" \n",
- " | 135 | \n",
+ " 134 | \n",
" CTRA | \n",
" Coterra | \n",
" Energy | \n",
@@ -1647,7 +1636,7 @@
" 2021 (1989) | \n",
"
\n",
" \n",
- " | 136 | \n",
+ " 135 | \n",
" CCI | \n",
" Crown Castle | \n",
" Real Estate | \n",
@@ -1658,7 +1647,7 @@
" 1994 | \n",
"
\n",
" \n",
- " | 137 | \n",
+ " 136 | \n",
" CSX | \n",
" CSX | \n",
" Industrials | \n",
@@ -1669,51 +1658,40 @@
" 1980 | \n",
"
\n",
" \n",
- " | 138 | \n",
+ " 137 | \n",
" CMI | \n",
" Cummins | \n",
" Industrials | \n",
- " Industrial Machinery & Supplies & Components | \n",
+ " Construction Machinery & Heavy Transportation ... | \n",
" Columbus, Indiana | \n",
" 1965-03-31 | \n",
" 26172 | \n",
" 1919 | \n",
"
\n",
" \n",
- " | 139 | \n",
+ " 138 | \n",
" CVS | \n",
" CVS Health | \n",
" Health Care | \n",
- " Health Care Services | \n",
- " Woonsocket, Rhode Island | \n",
- " 1957-03-04 | \n",
- " 64803 | \n",
- " 1996 | \n",
- "
\n",
- " \n",
- " | 140 | \n",
- " DHI | \n",
- " D.R. Horton | \n",
- " Consumer Discretionary | \n",
- " Homebuilding | \n",
- " Arlington, Texas | \n",
- " 2005-06-22 | \n",
- " 882184 | \n",
- " 1978 | \n",
+ " Health Care Services | \n",
+ " Woonsocket, Rhode Island | \n",
+ " 1957-03-04 | \n",
+ " 64803 | \n",
+ " 1996 | \n",
"
\n",
" \n",
- " | 141 | \n",
+ " 139 | \n",
" DHR | \n",
" Danaher Corporation | \n",
" Health Care | \n",
- " Health Care Equipment | \n",
+ " Life Sciences Tolls & Services | \n",
" Washington, D.C. | \n",
" 1998-11-18 | \n",
" 313616 | \n",
" 1969 | \n",
"
\n",
" \n",
- " | 142 | \n",
+ " 140 | \n",
" DRI | \n",
" Darden Restaurants | \n",
" Consumer Discretionary | \n",
@@ -1724,18 +1702,18 @@
" 1938 | \n",
"
\n",
" \n",
- " | 143 | \n",
+ " 141 | \n",
" DVA | \n",
" DaVita Inc. | \n",
" Health Care | \n",
- " Health Care Facilities | \n",
+ " Health Care Services | \n",
" Denver, Colorado | \n",
" 2008-07-31 | \n",
" 927066 | \n",
" 1979 | \n",
"
\n",
" \n",
- " | 144 | \n",
+ " 142 | \n",
" DE | \n",
" John Deere | \n",
" Industrials | \n",
@@ -1746,7 +1724,7 @@
" 1837 | \n",
"
\n",
" \n",
- " | 145 | \n",
+ " 143 | \n",
" DAL | \n",
" Delta Air Lines | \n",
" Industrials | \n",
@@ -1757,7 +1735,7 @@
" 1929 | \n",
"
\n",
" \n",
- " | 146 | \n",
+ " 144 | \n",
" XRAY | \n",
" Dentsply Sirona | \n",
" Health Care | \n",
@@ -1768,7 +1746,7 @@
" 2016 (1969) | \n",
"
\n",
" \n",
- " | 147 | \n",
+ " 145 | \n",
" DVN | \n",
" Devon Energy | \n",
" Energy | \n",
@@ -1779,7 +1757,7 @@
" 1971 | \n",
"
\n",
" \n",
- " | 148 | \n",
+ " 146 | \n",
" DXCM | \n",
" Dexcom | \n",
" Health Care | \n",
@@ -1790,7 +1768,7 @@
" 1999 | \n",
"
\n",
" \n",
- " | 149 | \n",
+ " 147 | \n",
" FANG | \n",
" Diamondback Energy | \n",
" Energy | \n",
@@ -1801,7 +1779,7 @@
" 2007 | \n",
"
\n",
" \n",
- " | 150 | \n",
+ " 148 | \n",
" DLR | \n",
" Digital Realty | \n",
" Real Estate | \n",
@@ -1812,7 +1790,7 @@
" 2004 | \n",
"
\n",
" \n",
- " | 151 | \n",
+ " 149 | \n",
" DFS | \n",
" Discover Financial | \n",
" Financials | \n",
@@ -1823,18 +1801,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 152 | \n",
- " DIS | \n",
- " Disney | \n",
- " Communication Services | \n",
- " Movies & Entertainment | \n",
- " Burbank, California | \n",
- " 1976-06-30 | \n",
- " 1744489 | \n",
- " 1923 | \n",
- "
\n",
- " \n",
- " | 153 | \n",
+ " 150 | \n",
" DG | \n",
" Dollar General | \n",
" Consumer Staples | \n",
@@ -1845,7 +1812,7 @@
" 1939 | \n",
"
\n",
" \n",
- " | 154 | \n",
+ " 151 | \n",
" DLTR | \n",
" Dollar Tree | \n",
" Consumer Staples | \n",
@@ -1856,18 +1823,18 @@
" 1986 | \n",
"
\n",
" \n",
- " | 155 | \n",
+ " 152 | \n",
" D | \n",
" Dominion Energy | \n",
" Utilities | \n",
- " Electric Utilities | \n",
+ " Multi-Utilities | \n",
" Richmond, Virginia | \n",
- " NaN | \n",
+ " 2016-11-30 | \n",
" 715957 | \n",
" 1983 | \n",
"
\n",
" \n",
- " | 156 | \n",
+ " 153 | \n",
" DPZ | \n",
" Domino's | \n",
" Consumer Discretionary | \n",
@@ -1878,7 +1845,7 @@
" 1960 | \n",
"
\n",
" \n",
- " | 157 | \n",
+ " 154 | \n",
" DOV | \n",
" Dover Corporation | \n",
" Industrials | \n",
@@ -1889,7 +1856,7 @@
" 1955 | \n",
"
\n",
" \n",
- " | 158 | \n",
+ " 155 | \n",
" DOW | \n",
" Dow Inc. | \n",
" Materials | \n",
@@ -1897,10 +1864,21 @@
" Midland, Michigan | \n",
" 2019-04-01 | \n",
" 1751788 | \n",
- " 2019 | \n",
+ " 2019 (1897) | \n",
"
\n",
" \n",
- " | 159 | \n",
+ " 156 | \n",
+ " DHI | \n",
+ " DR Horton | \n",
+ " Consumer Discretionary | \n",
+ " Homebuilding | \n",
+ " Arlington, Texas | \n",
+ " 2005-06-22 | \n",
+ " 882184 | \n",
+ " 1978 | \n",
+ "
\n",
+ " \n",
+ " | 157 | \n",
" DTE | \n",
" DTE Energy | \n",
" Utilities | \n",
@@ -1911,7 +1889,7 @@
" 1995 | \n",
"
\n",
" \n",
- " | 160 | \n",
+ " 158 | \n",
" DUK | \n",
" Duke Energy | \n",
" Utilities | \n",
@@ -1922,7 +1900,7 @@
" 1904 | \n",
"
\n",
" \n",
- " | 161 | \n",
+ " 159 | \n",
" DD | \n",
" DuPont | \n",
" Materials | \n",
@@ -1930,32 +1908,21 @@
" Wilmington, Delaware | \n",
" 2019-04-02 | \n",
" 1666700 | \n",
- " 2017 | \n",
+ " 2017 (1802) | \n",
"
\n",
" \n",
- " | 162 | \n",
- " DXC | \n",
- " DXC Technology | \n",
- " Information Technology | \n",
- " IT Consulting & Other Services | \n",
- " Tysons Corner, Virginia | \n",
- " 2017-04-04 | \n",
- " 1688568 | \n",
- " 2017 | \n",
- "
\n",
- " \n",
- " | 163 | \n",
+ " 160 | \n",
" EMN | \n",
" Eastman Chemical Company | \n",
" Materials | \n",
- " Diversified Chemicals | \n",
+ " Specialty Chemicals | \n",
" Kingsport, Tennessee | \n",
" 1994-01-01 | \n",
" 915389 | \n",
" 1920 | \n",
"
\n",
" \n",
- " | 164 | \n",
+ " 161 | \n",
" ETN | \n",
" Eaton Corporation | \n",
" Industrials | \n",
@@ -1966,7 +1933,7 @@
" 1911 | \n",
"
\n",
" \n",
- " | 165 | \n",
+ " 162 | \n",
" EBAY | \n",
" eBay | \n",
" Consumer Discretionary | \n",
@@ -1977,7 +1944,7 @@
" 1995 | \n",
"
\n",
" \n",
- " | 166 | \n",
+ " 163 | \n",
" ECL | \n",
" Ecolab | \n",
" Materials | \n",
@@ -1988,7 +1955,7 @@
" 1923 | \n",
"
\n",
" \n",
- " | 167 | \n",
+ " 164 | \n",
" EIX | \n",
" Edison International | \n",
" Utilities | \n",
@@ -1999,7 +1966,7 @@
" 1886 | \n",
"
\n",
" \n",
- " | 168 | \n",
+ " 165 | \n",
" EW | \n",
" Edwards Lifesciences | \n",
" Health Care | \n",
@@ -2010,7 +1977,7 @@
" 1958 | \n",
"
\n",
" \n",
- " | 169 | \n",
+ " 166 | \n",
" EA | \n",
" Electronic Arts | \n",
" Communication Services | \n",
@@ -2021,7 +1988,7 @@
" 1982 | \n",
"
\n",
" \n",
- " | 170 | \n",
+ " 167 | \n",
" ELV | \n",
" Elevance Health | \n",
" Health Care | \n",
@@ -2032,7 +1999,7 @@
" 2014 (1946) | \n",
"
\n",
" \n",
- " | 171 | \n",
+ " 168 | \n",
" LLY | \n",
" Eli Lilly and Company | \n",
" Health Care | \n",
@@ -2043,7 +2010,7 @@
" 1876 | \n",
"
\n",
" \n",
- " | 172 | \n",
+ " 169 | \n",
" EMR | \n",
" Emerson Electric | \n",
" Industrials | \n",
@@ -2054,18 +2021,18 @@
" 1890 | \n",
"
\n",
" \n",
- " | 173 | \n",
+ " 170 | \n",
" ENPH | \n",
" Enphase | \n",
" Information Technology | \n",
- " Electronic Components | \n",
+ " Semiconductor Materials & Equipment | \n",
" Fremont, California | \n",
" 2021-01-07 | \n",
" 1463101 | \n",
" 2006 | \n",
"
\n",
" \n",
- " | 174 | \n",
+ " 171 | \n",
" ETR | \n",
" Entergy | \n",
" Utilities | \n",
@@ -2076,7 +2043,7 @@
" 1913 | \n",
"
\n",
" \n",
- " | 175 | \n",
+ " 172 | \n",
" EOG | \n",
" EOG Resources | \n",
" Energy | \n",
@@ -2087,7 +2054,7 @@
" 1999 | \n",
"
\n",
" \n",
- " | 176 | \n",
+ " 173 | \n",
" EPAM | \n",
" EPAM Systems | \n",
" Information Technology | \n",
@@ -2098,7 +2065,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 177 | \n",
+ " 174 | \n",
" EQT | \n",
" EQT | \n",
" Energy | \n",
@@ -2109,7 +2076,7 @@
" 1888 | \n",
"
\n",
" \n",
- " | 178 | \n",
+ " 175 | \n",
" EFX | \n",
" Equifax | \n",
" Industrials | \n",
@@ -2120,7 +2087,7 @@
" 1899 | \n",
"
\n",
" \n",
- " | 179 | \n",
+ " 176 | \n",
" EQIX | \n",
" Equinix | \n",
" Real Estate | \n",
@@ -2131,29 +2098,29 @@
" 1998 | \n",
"
\n",
" \n",
- " | 180 | \n",
+ " 177 | \n",
" EQR | \n",
" Equity Residential | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Multi-Family Residential REITs | \n",
" Chicago, Illinois | \n",
" 2001-12-03 | \n",
" 906107 | \n",
" 1969 | \n",
"
\n",
" \n",
- " | 181 | \n",
+ " 178 | \n",
" ESS | \n",
" Essex Property Trust | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Multi-Family Residential REITs | \n",
" San Mateo, California | \n",
" 2014-04-02 | \n",
" 920522 | \n",
" 1971 | \n",
"
\n",
" \n",
- " | 182 | \n",
+ " 179 | \n",
" EL | \n",
" Estée Lauder Companies (The) | \n",
" Consumer Staples | \n",
@@ -2164,7 +2131,7 @@
" 1946 | \n",
"
\n",
" \n",
- " | 183 | \n",
+ " 180 | \n",
" ETSY | \n",
" Etsy | \n",
" Consumer Discretionary | \n",
@@ -2175,7 +2142,7 @@
" 2005 | \n",
"
\n",
" \n",
- " | 184 | \n",
+ " 181 | \n",
" EG | \n",
" Everest Re | \n",
" Financials | \n",
@@ -2186,7 +2153,7 @@
" 1973 | \n",
"
\n",
" \n",
- " | 185 | \n",
+ " 182 | \n",
" EVRG | \n",
" Evergy | \n",
" Utilities | \n",
@@ -2197,40 +2164,40 @@
" 1909 | \n",
"
\n",
" \n",
- " | 186 | \n",
+ " 183 | \n",
" ES | \n",
" Eversource | \n",
" Utilities | \n",
- " Multi-Utilities | \n",
+ " Electric Utilities | \n",
" Hartford, Connecticut | \n",
- " 2009 | \n",
+ " 2009-07-24 | \n",
" 72741 | \n",
" 1966 | \n",
"
\n",
" \n",
- " | 187 | \n",
+ " 184 | \n",
" EXC | \n",
" Exelon | \n",
" Utilities | \n",
- " Multi-Utilities | \n",
+ " Electric Utilities | \n",
" Chicago, Illinois | \n",
" 1957-03-04 | \n",
" 1109357 | \n",
" 2000 | \n",
"
\n",
" \n",
- " | 188 | \n",
+ " 185 | \n",
" EXPE | \n",
" Expedia Group | \n",
" Consumer Discretionary | \n",
- " Hotels, Restaurants & Leisure | \n",
+ " Hotels, Resorts & Cruise Lines | \n",
" Seattle, Washington | \n",
" 2007-10-02 | \n",
" 1324424 | \n",
" 1996 | \n",
"
\n",
" \n",
- " | 189 | \n",
+ " 186 | \n",
" EXPD | \n",
" Expeditors International | \n",
" Industrials | \n",
@@ -2241,7 +2208,7 @@
" 1979 | \n",
"
\n",
" \n",
- " | 190 | \n",
+ " 187 | \n",
" EXR | \n",
" Extra Space Storage | \n",
" Real Estate | \n",
@@ -2252,7 +2219,7 @@
" 1977 | \n",
"
\n",
" \n",
- " | 191 | \n",
+ " 188 | \n",
" XOM | \n",
" ExxonMobil | \n",
" Energy | \n",
@@ -2263,7 +2230,7 @@
" 1999 | \n",
"
\n",
" \n",
- " | 192 | \n",
+ " 189 | \n",
" FFIV | \n",
" F5, Inc. | \n",
" Information Technology | \n",
@@ -2274,7 +2241,7 @@
" 1996 | \n",
"
\n",
" \n",
- " | 193 | \n",
+ " 190 | \n",
" FDS | \n",
" FactSet | \n",
" Financials | \n",
@@ -2285,7 +2252,7 @@
" 1978 | \n",
"
\n",
" \n",
- " | 194 | \n",
+ " 191 | \n",
" FICO | \n",
" Fair Isaac | \n",
" Information Technology | \n",
@@ -2296,18 +2263,18 @@
" 1956 | \n",
"
\n",
" \n",
- " | 195 | \n",
+ " 192 | \n",
" FAST | \n",
" Fastenal | \n",
" Industrials | \n",
- " Building Products | \n",
+ " Trading Companies & Distributors | \n",
" Winona, Minnesota | \n",
" 2008-09-15 | \n",
" 815556 | \n",
" 1967 | \n",
"
\n",
" \n",
- " | 196 | \n",
+ " 193 | \n",
" FRT | \n",
" Federal Realty | \n",
" Real Estate | \n",
@@ -2318,7 +2285,7 @@
" 1962 | \n",
"
\n",
" \n",
- " | 197 | \n",
+ " 194 | \n",
" FDX | \n",
" FedEx | \n",
" Industrials | \n",
@@ -2329,18 +2296,29 @@
" 1971 | \n",
"
\n",
" \n",
- " | 198 | \n",
+ " 195 | \n",
+ " FIS | \n",
+ " Fidelity National Information Services | \n",
+ " Financials | \n",
+ " Transaction & Payment Processing Services | \n",
+ " Jacksonville, Florida | \n",
+ " 2006-11-10 | \n",
+ " 1136893 | \n",
+ " 1968 | \n",
+ "
\n",
+ " \n",
+ " | 196 | \n",
" FITB | \n",
" Fifth Third Bank | \n",
" Financials | \n",
- " Regional Banks | \n",
+ " Diversified Banks | \n",
" Cincinnati, Ohio | \n",
" 1996-03-29 | \n",
" 35527 | \n",
" 1858 | \n",
"
\n",
" \n",
- " | 199 | \n",
+ " 197 | \n",
" FSLR | \n",
" First Solar | \n",
" Information Technology | \n",
@@ -2351,7 +2329,7 @@
" 1999 | \n",
"
\n",
" \n",
- " | 200 | \n",
+ " 198 | \n",
" FE | \n",
" FirstEnergy | \n",
" Utilities | \n",
@@ -2362,18 +2340,7 @@
" 1997 | \n",
"
\n",
" \n",
- " | 201 | \n",
- " FIS | \n",
- " FIS | \n",
- " Financials | \n",
- " Transaction & Payment Processing Services | \n",
- " Jacksonville, Florida | \n",
- " 2006-11-10 | \n",
- " 1136893 | \n",
- " 1968 | \n",
- "
\n",
- " \n",
- " | 202 | \n",
+ " 199 | \n",
" FI | \n",
" Fiserv | \n",
" Financials | \n",
@@ -2384,7 +2351,7 @@
" 1984 | \n",
"
\n",
" \n",
- " | 203 | \n",
+ " 200 | \n",
" FLT | \n",
" Fleetcor | \n",
" Financials | \n",
@@ -2395,7 +2362,7 @@
" 2000 | \n",
"
\n",
" \n",
- " | 204 | \n",
+ " 201 | \n",
" FMC | \n",
" FMC Corporation | \n",
" Materials | \n",
@@ -2406,7 +2373,7 @@
" 1883 | \n",
"
\n",
" \n",
- " | 205 | \n",
+ " 202 | \n",
" F | \n",
" Ford Motor Company | \n",
" Consumer Discretionary | \n",
@@ -2417,7 +2384,7 @@
" 1903 | \n",
"
\n",
" \n",
- " | 206 | \n",
+ " 203 | \n",
" FTNT | \n",
" Fortinet | \n",
" Information Technology | \n",
@@ -2428,7 +2395,7 @@
" 2000 | \n",
"
\n",
" \n",
- " | 207 | \n",
+ " 204 | \n",
" FTV | \n",
" Fortive | \n",
" Industrials | \n",
@@ -2439,29 +2406,29 @@
" 2016 | \n",
"
\n",
" \n",
- " | 208 | \n",
+ " 205 | \n",
" FOXA | \n",
" Fox Corporation (Class A) | \n",
" Communication Services | \n",
- " Movies & Entertainment | \n",
+ " Broadcasting | \n",
" New York City, New York | \n",
" 2013-07-01 | \n",
" 1754301 | \n",
" 2019 | \n",
"
\n",
" \n",
- " | 209 | \n",
+ " 206 | \n",
" FOX | \n",
" Fox Corporation (Class B) | \n",
" Communication Services | \n",
- " Movies & Entertainment | \n",
+ " Broadcasting | \n",
" New York City, New York | \n",
" 2015-09-18 | \n",
" 1754301 | \n",
" 2019 | \n",
"
\n",
" \n",
- " | 210 | \n",
+ " 207 | \n",
" BEN | \n",
" Franklin Templeton | \n",
" Financials | \n",
@@ -2472,18 +2439,18 @@
" 1947 | \n",
"
\n",
" \n",
- " | 211 | \n",
+ " 208 | \n",
" FCX | \n",
" Freeport-McMoRan | \n",
" Materials | \n",
" Copper | \n",
" Phoenix, Arizona | \n",
- " NaN | \n",
+ " 2011-07-01 | \n",
" 831259 | \n",
" 1912 | \n",
"
\n",
" \n",
- " | 212 | \n",
+ " 209 | \n",
" GRMN | \n",
" Garmin | \n",
" Consumer Discretionary | \n",
@@ -2494,7 +2461,7 @@
" 1989 | \n",
"
\n",
" \n",
- " | 213 | \n",
+ " 210 | \n",
" IT | \n",
" Gartner | \n",
" Information Technology | \n",
@@ -2505,29 +2472,29 @@
" 1979 | \n",
"
\n",
" \n",
- " | 214 | \n",
+ " 211 | \n",
" GEHC | \n",
" GE HealthCare | \n",
" Health Care | \n",
- " Health Care Technology | \n",
+ " Health Care Equipment | \n",
" Chicago, Illinois | \n",
" 2023-01-04 | \n",
" 1932393 | \n",
" 1994 | \n",
"
\n",
" \n",
- " | 215 | \n",
+ " 212 | \n",
" GEN | \n",
" Gen Digital | \n",
" Information Technology | \n",
- " Application Software | \n",
+ " Systems Software | \n",
" Tempe, Arizona | \n",
" 2003-03-25 | \n",
" 849399 | \n",
" 1982 | \n",
"
\n",
" \n",
- " | 216 | \n",
+ " 213 | \n",
" GNRC | \n",
" Generac | \n",
" Industrials | \n",
@@ -2538,7 +2505,7 @@
" 1959 | \n",
"
\n",
" \n",
- " | 217 | \n",
+ " 214 | \n",
" GD | \n",
" General Dynamics | \n",
" Industrials | \n",
@@ -2549,7 +2516,7 @@
" 1899 | \n",
"
\n",
" \n",
- " | 218 | \n",
+ " 215 | \n",
" GE | \n",
" General Electric | \n",
" Industrials | \n",
@@ -2560,7 +2527,7 @@
" 1892 | \n",
"
\n",
" \n",
- " | 219 | \n",
+ " 216 | \n",
" GIS | \n",
" General Mills | \n",
" Consumer Staples | \n",
@@ -2571,7 +2538,7 @@
" 1856 | \n",
"
\n",
" \n",
- " | 220 | \n",
+ " 217 | \n",
" GM | \n",
" General Motors | \n",
" Consumer Discretionary | \n",
@@ -2582,40 +2549,29 @@
" 1908 | \n",
"
\n",
" \n",
- " | 221 | \n",
+ " 218 | \n",
" GPC | \n",
" Genuine Parts Company | \n",
" Consumer Discretionary | \n",
- " Specialty Stores | \n",
+ " Distributors | \n",
" Atlanta, Georgia | \n",
" 1973-12-31 | \n",
" 40987 | \n",
" 1925 | \n",
"
\n",
" \n",
- " | 222 | \n",
+ " 219 | \n",
" GILD | \n",
" Gilead Sciences | \n",
" Health Care | \n",
" Biotechnology | \n",
- " Foster City, California | \n",
- " 2004-07-01 | \n",
- " 882095 | \n",
- " 1987 | \n",
- "
\n",
- " \n",
- " | 223 | \n",
- " GL | \n",
- " Globe Life | \n",
- " Financials | \n",
- " Life & Health Insurance | \n",
- " McKinney, Texas | \n",
- " 1989-04-30 | \n",
- " 320335 | \n",
- " 1900 | \n",
+ " Foster City, California | \n",
+ " 2004-07-01 | \n",
+ " 882095 | \n",
+ " 1987 | \n",
"
\n",
" \n",
- " | 224 | \n",
+ " 220 | \n",
" GPN | \n",
" Global Payments | \n",
" Financials | \n",
@@ -2626,7 +2582,18 @@
" 2000 | \n",
"
\n",
" \n",
- " | 225 | \n",
+ " 221 | \n",
+ " GL | \n",
+ " Globe Life | \n",
+ " Financials | \n",
+ " Life & Health Insurance | \n",
+ " McKinney, Texas | \n",
+ " 1989-04-30 | \n",
+ " 320335 | \n",
+ " 1900 | \n",
+ "
\n",
+ " \n",
+ " | 222 | \n",
" GS | \n",
" Goldman Sachs | \n",
" Financials | \n",
@@ -2637,7 +2604,7 @@
" 1869 | \n",
"
\n",
" \n",
- " | 226 | \n",
+ " 223 | \n",
" HAL | \n",
" Halliburton | \n",
" Energy | \n",
@@ -2648,7 +2615,7 @@
" 1919 | \n",
"
\n",
" \n",
- " | 227 | \n",
+ " 224 | \n",
" HIG | \n",
" Hartford (The) | \n",
" Financials | \n",
@@ -2659,7 +2626,7 @@
" 1810 | \n",
"
\n",
" \n",
- " | 228 | \n",
+ " 225 | \n",
" HAS | \n",
" Hasbro | \n",
" Consumer Discretionary | \n",
@@ -2670,7 +2637,7 @@
" 1923 | \n",
"
\n",
" \n",
- " | 229 | \n",
+ " 226 | \n",
" HCA | \n",
" HCA Healthcare | \n",
" Health Care | \n",
@@ -2681,7 +2648,7 @@
" 1968 | \n",
"
\n",
" \n",
- " | 230 | \n",
+ " 227 | \n",
" PEAK | \n",
" Healthpeak | \n",
" Real Estate | \n",
@@ -2692,7 +2659,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 231 | \n",
+ " 228 | \n",
" HSIC | \n",
" Henry Schein | \n",
" Health Care | \n",
@@ -2703,7 +2670,7 @@
" 1932 | \n",
"
\n",
" \n",
- " | 232 | \n",
+ " 229 | \n",
" HSY | \n",
" Hershey's | \n",
" Consumer Staples | \n",
@@ -2714,7 +2681,7 @@
" 1894 | \n",
"
\n",
" \n",
- " | 233 | \n",
+ " 230 | \n",
" HES | \n",
" Hess Corporation | \n",
" Energy | \n",
@@ -2725,7 +2692,7 @@
" 1919 | \n",
"
\n",
" \n",
- " | 234 | \n",
+ " 231 | \n",
" HPE | \n",
" Hewlett Packard Enterprise | \n",
" Information Technology | \n",
@@ -2736,7 +2703,7 @@
" 2015 | \n",
"
\n",
" \n",
- " | 235 | \n",
+ " 232 | \n",
" HLT | \n",
" Hilton Worldwide | \n",
" Consumer Discretionary | \n",
@@ -2747,7 +2714,7 @@
" 1919 | \n",
"
\n",
" \n",
- " | 236 | \n",
+ " 233 | \n",
" HOLX | \n",
" Hologic | \n",
" Health Care | \n",
@@ -2758,7 +2725,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 237 | \n",
+ " 234 | \n",
" HD | \n",
" Home Depot (The) | \n",
" Consumer Discretionary | \n",
@@ -2769,7 +2736,7 @@
" 1978 | \n",
"
\n",
" \n",
- " | 238 | \n",
+ " 235 | \n",
" HON | \n",
" Honeywell | \n",
" Industrials | \n",
@@ -2780,7 +2747,7 @@
" 1906 | \n",
"
\n",
" \n",
- " | 239 | \n",
+ " 236 | \n",
" HRL | \n",
" Hormel Foods | \n",
" Consumer Staples | \n",
@@ -2791,7 +2758,7 @@
" 1891 | \n",
"
\n",
" \n",
- " | 240 | \n",
+ " 237 | \n",
" HST | \n",
" Host Hotels & Resorts | \n",
" Real Estate | \n",
@@ -2802,7 +2769,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 241 | \n",
+ " 238 | \n",
" HWM | \n",
" Howmet Aerospace | \n",
" Industrials | \n",
@@ -2813,7 +2780,7 @@
" 2016 | \n",
"
\n",
" \n",
- " | 242 | \n",
+ " 239 | \n",
" HPQ | \n",
" HP Inc. | \n",
" Information Technology | \n",
@@ -2824,18 +2791,29 @@
" 1939 (2015) | \n",
"
\n",
" \n",
- " | 243 | \n",
+ " 240 | \n",
+ " HUBB | \n",
+ " Hubbell Incorporated | \n",
+ " Industrials | \n",
+ " Industrial Machinery & Supplies & Components | \n",
+ " Shelton, Connecticut | \n",
+ " 2023-10-18 | \n",
+ " 48898 | \n",
+ " 1888 | \n",
+ "
\n",
+ " \n",
+ " | 241 | \n",
" HUM | \n",
" Humana | \n",
" Health Care | \n",
" Managed Health Care | \n",
" Louisville, Kentucky | \n",
- " NaN | \n",
+ " 2012-12-10 | \n",
" 49071 | \n",
" 1961 | \n",
"
\n",
" \n",
- " | 244 | \n",
+ " 242 | \n",
" HBAN | \n",
" Huntington Bancshares | \n",
" Financials | \n",
@@ -2846,7 +2824,7 @@
" 1866 | \n",
"
\n",
" \n",
- " | 245 | \n",
+ " 243 | \n",
" HII | \n",
" Huntington Ingalls Industries | \n",
" Industrials | \n",
@@ -2857,7 +2835,7 @@
" 2011 | \n",
"
\n",
" \n",
- " | 246 | \n",
+ " 244 | \n",
" IBM | \n",
" IBM | \n",
" Information Technology | \n",
@@ -2868,7 +2846,7 @@
" 1911 | \n",
"
\n",
" \n",
- " | 247 | \n",
+ " 245 | \n",
" IEX | \n",
" IDEX Corporation | \n",
" Industrials | \n",
@@ -2879,7 +2857,7 @@
" 1988 | \n",
"
\n",
" \n",
- " | 248 | \n",
+ " 246 | \n",
" IDXX | \n",
" Idexx Laboratories | \n",
" Health Care | \n",
@@ -2890,7 +2868,7 @@
" 1983 | \n",
"
\n",
" \n",
- " | 249 | \n",
+ " 247 | \n",
" ITW | \n",
" Illinois Tool Works | \n",
" Industrials | \n",
@@ -2901,7 +2879,7 @@
" 1912 | \n",
"
\n",
" \n",
- " | 250 | \n",
+ " 248 | \n",
" ILMN | \n",
" Illumina | \n",
" Health Care | \n",
@@ -2912,7 +2890,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 251 | \n",
+ " 249 | \n",
" INCY | \n",
" Incyte | \n",
" Health Care | \n",
@@ -2923,7 +2901,7 @@
" 1991 | \n",
"
\n",
" \n",
- " | 252 | \n",
+ " 250 | \n",
" IR | \n",
" Ingersoll Rand | \n",
" Industrials | \n",
@@ -2934,7 +2912,7 @@
" 1859 | \n",
"
\n",
" \n",
- " | 253 | \n",
+ " 251 | \n",
" PODD | \n",
" Insulet | \n",
" Health Care | \n",
@@ -2945,7 +2923,7 @@
" 2000 | \n",
"
\n",
" \n",
- " | 254 | \n",
+ " 252 | \n",
" INTC | \n",
" Intel | \n",
" Information Technology | \n",
@@ -2956,7 +2934,7 @@
" 1968 | \n",
"
\n",
" \n",
- " | 255 | \n",
+ " 253 | \n",
" ICE | \n",
" Intercontinental Exchange | \n",
" Financials | \n",
@@ -2967,7 +2945,7 @@
" 2000 | \n",
"
\n",
" \n",
- " | 256 | \n",
+ " 254 | \n",
" IFF | \n",
" International Flavors & Fragrances | \n",
" Materials | \n",
@@ -2978,7 +2956,7 @@
" 1958 (1889) | \n",
"
\n",
" \n",
- " | 257 | \n",
+ " 255 | \n",
" IP | \n",
" International Paper | \n",
" Materials | \n",
@@ -2989,7 +2967,7 @@
" 1898 | \n",
"
\n",
" \n",
- " | 258 | \n",
+ " 256 | \n",
" IPG | \n",
" Interpublic Group of Companies (The) | \n",
" Communication Services | \n",
@@ -3000,7 +2978,7 @@
" 1961 (1930) | \n",
"
\n",
" \n",
- " | 259 | \n",
+ " 257 | \n",
" INTU | \n",
" Intuit | \n",
" Information Technology | \n",
@@ -3011,7 +2989,7 @@
" 1983 | \n",
"
\n",
" \n",
- " | 260 | \n",
+ " 258 | \n",
" ISRG | \n",
" Intuitive Surgical | \n",
" Health Care | \n",
@@ -3022,7 +3000,7 @@
" 1995 | \n",
"
\n",
" \n",
- " | 261 | \n",
+ " 259 | \n",
" IVZ | \n",
" Invesco | \n",
" Financials | \n",
@@ -3033,18 +3011,18 @@
" 1935 | \n",
"
\n",
" \n",
- " | 262 | \n",
+ " 260 | \n",
" INVH | \n",
" Invitation Homes | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Single-Family Residential REITs | \n",
" Dallas, Texas | \n",
" 2022-09-19 | \n",
" 1687229 | \n",
" 2012 | \n",
"
\n",
" \n",
- " | 263 | \n",
+ " 261 | \n",
" IQV | \n",
" IQVIA | \n",
" Health Care | \n",
@@ -3055,7 +3033,7 @@
" 1982 | \n",
"
\n",
" \n",
- " | 264 | \n",
+ " 262 | \n",
" IRM | \n",
" Iron Mountain | \n",
" Real Estate | \n",
@@ -3066,7 +3044,7 @@
" 1951 | \n",
"
\n",
" \n",
- " | 265 | \n",
+ " 263 | \n",
" JBHT | \n",
" J.B. Hunt | \n",
" Industrials | \n",
@@ -3077,7 +3055,18 @@
" 1961 | \n",
"
\n",
" \n",
- " | 266 | \n",
+ " 264 | \n",
+ " JBL | \n",
+ " Jabil | \n",
+ " Information Technology | \n",
+ " Electronic Manufacturing Services | \n",
+ " St. Petersburg, Florida | \n",
+ " 2023-12-18 | \n",
+ " 898293 | \n",
+ " 1966 | \n",
+ "
\n",
+ " \n",
+ " | 265 | \n",
" JKHY | \n",
" Jack Henry & Associates | \n",
" Financials | \n",
@@ -3088,7 +3077,7 @@
" 1976 | \n",
"
\n",
" \n",
- " | 267 | \n",
+ " 266 | \n",
" J | \n",
" Jacobs Solutions | \n",
" Industrials | \n",
@@ -3099,7 +3088,7 @@
" 1947 | \n",
"
\n",
" \n",
- " | 268 | \n",
+ " 267 | \n",
" JNJ | \n",
" Johnson & Johnson | \n",
" Health Care | \n",
@@ -3110,7 +3099,7 @@
" 1886 | \n",
"
\n",
" \n",
- " | 269 | \n",
+ " 268 | \n",
" JCI | \n",
" Johnson Controls | \n",
" Industrials | \n",
@@ -3121,7 +3110,7 @@
" 1885 | \n",
"
\n",
" \n",
- " | 270 | \n",
+ " 269 | \n",
" JPM | \n",
" JPMorgan Chase | \n",
" Financials | \n",
@@ -3132,7 +3121,7 @@
" 2000 (1799 / 1871) | \n",
"
\n",
" \n",
- " | 271 | \n",
+ " 270 | \n",
" JNPR | \n",
" Juniper Networks | \n",
" Information Technology | \n",
@@ -3143,17 +3132,28 @@
" 1996 | \n",
"
\n",
" \n",
- " | 272 | \n",
+ " 271 | \n",
" K | \n",
- " Kellogg's | \n",
+ " Kellanova | \n",
" Consumer Staples | \n",
" Packaged Foods & Meats | \n",
- " Battle Creek, Michigan | \n",
+ " Chicago, Illinois | \n",
" 1989-09-11 | \n",
" 55067 | \n",
" 1906 | \n",
"
\n",
" \n",
+ " | 272 | \n",
+ " KVUE | \n",
+ " Kenvue | \n",
+ " Consumer Staples | \n",
+ " Personal Care Products | \n",
+ " Skillman, New Jersey | \n",
+ " 2023-08-25 | \n",
+ " 1944048 | \n",
+ " 2022 (Johnson & Johnson spinoff) | \n",
+ "
\n",
+ " \n",
" | 273 | \n",
" KDP | \n",
" Keurig Dr Pepper | \n",
@@ -3261,7 +3261,7 @@
" Melbourne, Florida | \n",
" 2008-09-22 | \n",
" 202058 | \n",
- " 2019 (1895) | \n",
+ " 2019 (L3 1997, Harris 1895) | \n",
"
\n",
" \n",
" | 283 | \n",
@@ -3331,17 +3331,6 @@
"
\n",
" \n",
" | 289 | \n",
- " LNC | \n",
- " Lincoln Financial | \n",
- " Financials | \n",
- " Multi-line Insurance | \n",
- " Radnor, Pennsylvania | \n",
- " 1976-06-30 | \n",
- " 59558 | \n",
- " 1905 | \n",
- "
\n",
- " \n",
- " | 290 | \n",
" LIN | \n",
" Linde plc | \n",
" Materials | \n",
@@ -3352,7 +3341,7 @@
" 1879 | \n",
"
\n",
" \n",
- " | 291 | \n",
+ " 290 | \n",
" LYV | \n",
" Live Nation Entertainment | \n",
" Communication Services | \n",
@@ -3363,7 +3352,7 @@
" 2010 | \n",
"
\n",
" \n",
- " | 292 | \n",
+ " 291 | \n",
" LKQ | \n",
" LKQ Corporation | \n",
" Consumer Discretionary | \n",
@@ -3374,7 +3363,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 293 | \n",
+ " 292 | \n",
" LMT | \n",
" Lockheed Martin | \n",
" Industrials | \n",
@@ -3385,7 +3374,7 @@
" 1995 | \n",
"
\n",
" \n",
- " | 294 | \n",
+ " 293 | \n",
" L | \n",
" Loews Corporation | \n",
" Financials | \n",
@@ -3396,7 +3385,7 @@
" 1959 | \n",
"
\n",
" \n",
- " | 295 | \n",
+ " 294 | \n",
" LOW | \n",
" Lowe's | \n",
" Consumer Discretionary | \n",
@@ -3407,6 +3396,17 @@
" 1904/1946/1959 | \n",
"
\n",
" \n",
+ " | 295 | \n",
+ " LULU | \n",
+ " Lululemon Athletica | \n",
+ " Consumer Discretionary | \n",
+ " Apparel, Accessories & Luxury Goods | \n",
+ " Vancouver, Canada | \n",
+ " 2023-10-18 | \n",
+ " 1397187 | \n",
+ " 1998 | \n",
+ "
\n",
+ " \n",
" | 296 | \n",
" LYB | \n",
" LyondellBasell | \n",
@@ -3664,7 +3664,7 @@
" MAA | \n",
" Mid-America Apartment Communities | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Multi-Family Residential REITs | \n",
" Memphis, Tennessee | \n",
" 2016-12-02 | \n",
" 912595 | \n",
@@ -3837,17 +3837,6 @@
"
\n",
" \n",
" | 335 | \n",
- " NWL | \n",
- " Newell Brands | \n",
- " Consumer Discretionary | \n",
- " Housewares & Specialties | \n",
- " Atlanta, Georgia | \n",
- " 1989-04-30 | \n",
- " 814453 | \n",
- " 1903 | \n",
- "
\n",
- " \n",
- " | 336 | \n",
" NEM | \n",
" Newmont | \n",
" Materials | \n",
@@ -3858,7 +3847,7 @@
" 1921 | \n",
"
\n",
" \n",
- " | 337 | \n",
+ " 336 | \n",
" NWSA | \n",
" News Corp (Class A) | \n",
" Communication Services | \n",
@@ -3866,10 +3855,10 @@
" New York City, New York | \n",
" 2013-08-01 | \n",
" 1564708 | \n",
- " 2013 (1980) | \n",
+ " 2013 (News Corporation 1980) | \n",
"
\n",
" \n",
- " | 338 | \n",
+ " 337 | \n",
" NWS | \n",
" News Corp (Class B) | \n",
" Communication Services | \n",
@@ -3877,10 +3866,10 @@
" New York City, New York | \n",
" 2015-09-18 | \n",
" 1564708 | \n",
- " 2013 (1980) | \n",
+ " 2013 (News Corporation 1980) | \n",
"
\n",
" \n",
- " | 339 | \n",
+ " 338 | \n",
" NEE | \n",
" NextEra Energy | \n",
" Utilities | \n",
@@ -3891,7 +3880,7 @@
" 1984 (1925) | \n",
"
\n",
" \n",
- " | 340 | \n",
+ " 339 | \n",
" NKE | \n",
" Nike, Inc. | \n",
" Consumer Discretionary | \n",
@@ -3902,7 +3891,7 @@
" 1964 | \n",
"
\n",
" \n",
- " | 341 | \n",
+ " 340 | \n",
" NI | \n",
" NiSource | \n",
" Utilities | \n",
@@ -3913,7 +3902,7 @@
" 1912 | \n",
"
\n",
" \n",
- " | 342 | \n",
+ " 341 | \n",
" NDSN | \n",
" Nordson Corporation | \n",
" Industrials | \n",
@@ -3924,7 +3913,7 @@
" 1935 | \n",
"
\n",
" \n",
- " | 343 | \n",
+ " 342 | \n",
" NSC | \n",
" Norfolk Southern Railway | \n",
" Industrials | \n",
@@ -3935,7 +3924,7 @@
" 1881/1894 (1980) | \n",
"
\n",
" \n",
- " | 344 | \n",
+ " 343 | \n",
" NTRS | \n",
" Northern Trust | \n",
" Financials | \n",
@@ -3946,7 +3935,7 @@
" 1889 | \n",
"
\n",
" \n",
- " | 345 | \n",
+ " 344 | \n",
" NOC | \n",
" Northrop Grumman | \n",
" Industrials | \n",
@@ -3957,7 +3946,7 @@
" 1994 (Northrop 1939, Grumman 1930) | \n",
"
\n",
" \n",
- " | 346 | \n",
+ " 345 | \n",
" NCLH | \n",
" Norwegian Cruise Line Holdings | \n",
" Consumer Discretionary | \n",
@@ -3968,7 +3957,7 @@
" 2011 (1966) | \n",
"
\n",
" \n",
- " | 347 | \n",
+ " 346 | \n",
" NRG | \n",
" NRG Energy | \n",
" Utilities | \n",
@@ -3979,7 +3968,7 @@
" 1992 | \n",
"
\n",
" \n",
- " | 348 | \n",
+ " 347 | \n",
" NUE | \n",
" Nucor | \n",
" Materials | \n",
@@ -3990,7 +3979,7 @@
" 1940 | \n",
"
\n",
" \n",
- " | 349 | \n",
+ " 348 | \n",
" NVDA | \n",
" Nvidia | \n",
" Information Technology | \n",
@@ -4001,7 +3990,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 350 | \n",
+ " 349 | \n",
" NVR | \n",
" NVR, Inc. | \n",
" Consumer Discretionary | \n",
@@ -4012,7 +4001,7 @@
" 1980 | \n",
"
\n",
" \n",
- " | 351 | \n",
+ " 350 | \n",
" NXPI | \n",
" NXP Semiconductors | \n",
" Information Technology | \n",
@@ -4023,18 +4012,18 @@
" 1953 | \n",
"
\n",
" \n",
- " | 352 | \n",
+ " 351 | \n",
" ORLY | \n",
" O'Reilly Auto Parts | \n",
" Consumer Discretionary | \n",
- " Specialty Stores | \n",
+ " Automotive Retail | \n",
" Springfield, Missouri | \n",
" 2009-03-27 | \n",
" 898173 | \n",
" 1957 | \n",
"
\n",
" \n",
- " | 353 | \n",
+ " 352 | \n",
" OXY | \n",
" Occidental Petroleum | \n",
" Energy | \n",
@@ -4045,7 +4034,7 @@
" 1920 | \n",
"
\n",
" \n",
- " | 354 | \n",
+ " 353 | \n",
" ODFL | \n",
" Old Dominion | \n",
" Industrials | \n",
@@ -4056,7 +4045,7 @@
" 1934 | \n",
"
\n",
" \n",
- " | 355 | \n",
+ " 354 | \n",
" OMC | \n",
" Omnicom Group | \n",
" Communication Services | \n",
@@ -4067,7 +4056,7 @@
" 1986 | \n",
"
\n",
" \n",
- " | 356 | \n",
+ " 355 | \n",
" ON | \n",
" ON Semiconductor | \n",
" Information Technology | \n",
@@ -4078,7 +4067,7 @@
" 1999 | \n",
"
\n",
" \n",
- " | 357 | \n",
+ " 356 | \n",
" OKE | \n",
" ONEOK | \n",
" Energy | \n",
@@ -4089,7 +4078,7 @@
" 1906 | \n",
"
\n",
" \n",
- " | 358 | \n",
+ " 357 | \n",
" ORCL | \n",
" Oracle Corporation | \n",
" Information Technology | \n",
@@ -4100,18 +4089,7 @@
" 1977 | \n",
"
\n",
" \n",
- " | 359 | \n",
- " OGN | \n",
- " Organon & Co. | \n",
- " Health Care | \n",
- " Pharmaceuticals | \n",
- " Jersey City, New Jersey | \n",
- " 2021-06-03 | \n",
- " 1821825 | \n",
- " 2021 | \n",
- "
\n",
- " \n",
- " | 360 | \n",
+ " 358 | \n",
" OTIS | \n",
" Otis Worldwide | \n",
" Industrials | \n",
@@ -4119,10 +4097,10 @@
" Farmington, Connecticut | \n",
" 2020-04-03 | \n",
" 1781335 | \n",
- " 2020 (1853) | \n",
+ " 2020 (1853, United Technologies spinoff) | \n",
"
\n",
" \n",
- " | 361 | \n",
+ " 359 | \n",
" PCAR | \n",
" Paccar | \n",
" Industrials | \n",
@@ -4133,7 +4111,7 @@
" 1905 | \n",
"
\n",
" \n",
- " | 362 | \n",
+ " 360 | \n",
" PKG | \n",
" Packaging Corporation of America | \n",
" Materials | \n",
@@ -4144,18 +4122,18 @@
" 1959 | \n",
"
\n",
" \n",
- " | 363 | \n",
+ " 361 | \n",
" PANW | \n",
" Palo Alto Networks | \n",
" Information Technology | \n",
- " Application Software | \n",
+ " Systems Software | \n",
" Santa Clara, California | \n",
" 2023-06-20 | \n",
" 1327567 | \n",
" 2005 | \n",
"
\n",
" \n",
- " | 364 | \n",
+ " 362 | \n",
" PARA | \n",
" Paramount Global | \n",
" Communication Services | \n",
@@ -4163,10 +4141,10 @@
" New York City, New York | \n",
" 1994-09-30 | \n",
" 813828 | \n",
- " 2019 (1952) | \n",
+ " 2019 (Paramount Pictures 1912) | \n",
"
\n",
" \n",
- " | 365 | \n",
+ " 363 | \n",
" PH | \n",
" Parker Hannifin | \n",
" Industrials | \n",
@@ -4177,7 +4155,7 @@
" 1917 | \n",
"
\n",
" \n",
- " | 366 | \n",
+ " 364 | \n",
" PAYX | \n",
" Paychex | \n",
" Industrials | \n",
@@ -4188,18 +4166,18 @@
" 1971 | \n",
"
\n",
" \n",
- " | 367 | \n",
+ " 365 | \n",
" PAYC | \n",
" Paycom | \n",
- " Information Technology | \n",
- " Application Software | \n",
+ " Industrials | \n",
+ " Human Resource & Employment Services | \n",
" Oklahoma City, Oklahoma | \n",
" 2020-01-28 | \n",
" 1590955 | \n",
" 1998 | \n",
"
\n",
" \n",
- " | 368 | \n",
+ " 366 | \n",
" PYPL | \n",
" PayPal | \n",
" Financials | \n",
@@ -4210,7 +4188,7 @@
" 1998 | \n",
"
\n",
" \n",
- " | 369 | \n",
+ " 367 | \n",
" PNR | \n",
" Pentair | \n",
" Industrials | \n",
@@ -4221,7 +4199,7 @@
" 1966 | \n",
"
\n",
" \n",
- " | 370 | \n",
+ " 368 | \n",
" PEP | \n",
" PepsiCo | \n",
" Consumer Staples | \n",
@@ -4232,7 +4210,7 @@
" 1898 | \n",
"
\n",
" \n",
- " | 371 | \n",
+ " 369 | \n",
" PFE | \n",
" Pfizer | \n",
" Health Care | \n",
@@ -4243,7 +4221,7 @@
" 1849 | \n",
"
\n",
" \n",
- " | 372 | \n",
+ " 370 | \n",
" PCG | \n",
" PG&E Corporation | \n",
" Utilities | \n",
@@ -4254,7 +4232,7 @@
" 1905 | \n",
"
\n",
" \n",
- " | 373 | \n",
+ " 371 | \n",
" PM | \n",
" Philip Morris International | \n",
" Consumer Staples | \n",
@@ -4265,7 +4243,7 @@
" 2008 (1847) | \n",
"
\n",
" \n",
- " | 374 | \n",
+ " 372 | \n",
" PSX | \n",
" Phillips 66 | \n",
" Energy | \n",
@@ -4276,7 +4254,7 @@
" 2012 (1917) | \n",
"
\n",
" \n",
- " | 375 | \n",
+ " 373 | \n",
" PNW | \n",
" Pinnacle West | \n",
" Utilities | \n",
@@ -4287,7 +4265,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 376 | \n",
+ " 374 | \n",
" PXD | \n",
" Pioneer Natural Resources | \n",
" Energy | \n",
@@ -4298,7 +4276,7 @@
" 1997 | \n",
"
\n",
" \n",
- " | 377 | \n",
+ " 375 | \n",
" PNC | \n",
" PNC Financial Services | \n",
" Financials | \n",
@@ -4309,7 +4287,7 @@
" 1845 | \n",
"
\n",
" \n",
- " | 378 | \n",
+ " 376 | \n",
" POOL | \n",
" Pool Corporation | \n",
" Consumer Discretionary | \n",
@@ -4320,7 +4298,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 379 | \n",
+ " 377 | \n",
" PPG | \n",
" PPG Industries | \n",
" Materials | \n",
@@ -4331,7 +4309,7 @@
" 1883 | \n",
"
\n",
" \n",
- " | 380 | \n",
+ " 378 | \n",
" PPL | \n",
" PPL Corporation | \n",
" Utilities | \n",
@@ -4342,7 +4320,7 @@
" 1920 | \n",
"
\n",
" \n",
- " | 381 | \n",
+ " 379 | \n",
" PFG | \n",
" Principal Financial Group | \n",
" Financials | \n",
@@ -4353,7 +4331,7 @@
" 1879 | \n",
"
\n",
" \n",
- " | 382 | \n",
+ " 380 | \n",
" PG | \n",
" Procter & Gamble | \n",
" Consumer Staples | \n",
@@ -4364,7 +4342,7 @@
" 1837 | \n",
"
\n",
" \n",
- " | 383 | \n",
+ " 381 | \n",
" PGR | \n",
" Progressive Corporation | \n",
" Financials | \n",
@@ -4375,7 +4353,7 @@
" 1937 | \n",
"
\n",
" \n",
- " | 384 | \n",
+ " 382 | \n",
" PLD | \n",
" Prologis | \n",
" Real Estate | \n",
@@ -4386,7 +4364,7 @@
" 1983 | \n",
"
\n",
" \n",
- " | 385 | \n",
+ " 383 | \n",
" PRU | \n",
" Prudential Financial | \n",
" Financials | \n",
@@ -4397,7 +4375,7 @@
" 1875 | \n",
"
\n",
" \n",
- " | 386 | \n",
+ " 384 | \n",
" PEG | \n",
" Public Service Enterprise Group | \n",
" Utilities | \n",
@@ -4408,7 +4386,7 @@
" 1903 | \n",
"
\n",
" \n",
- " | 387 | \n",
+ " 385 | \n",
" PTC | \n",
" PTC | \n",
" Information Technology | \n",
@@ -4419,7 +4397,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 388 | \n",
+ " 386 | \n",
" PSA | \n",
" Public Storage | \n",
" Real Estate | \n",
@@ -4430,7 +4408,7 @@
" 1972 | \n",
"
\n",
" \n",
- " | 389 | \n",
+ " 387 | \n",
" PHM | \n",
" PulteGroup | \n",
" Consumer Discretionary | \n",
@@ -4441,7 +4419,7 @@
" 1956 | \n",
"
\n",
" \n",
- " | 390 | \n",
+ " 388 | \n",
" QRVO | \n",
" Qorvo | \n",
" Information Technology | \n",
@@ -4452,7 +4430,7 @@
" 2015 | \n",
"
\n",
" \n",
- " | 391 | \n",
+ " 389 | \n",
" PWR | \n",
" Quanta Services | \n",
" Industrials | \n",
@@ -4463,7 +4441,7 @@
" 1997 | \n",
"
\n",
" \n",
- " | 392 | \n",
+ " 390 | \n",
" QCOM | \n",
" Qualcomm | \n",
" Information Technology | \n",
@@ -4474,7 +4452,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 393 | \n",
+ " 391 | \n",
" DGX | \n",
" Quest Diagnostics | \n",
" Health Care | \n",
@@ -4485,7 +4463,7 @@
" 1967 | \n",
"
\n",
" \n",
- " | 394 | \n",
+ " 392 | \n",
" RL | \n",
" Ralph Lauren Corporation | \n",
" Consumer Discretionary | \n",
@@ -4496,7 +4474,7 @@
" 1967 | \n",
"
\n",
" \n",
- " | 395 | \n",
+ " 393 | \n",
" RJF | \n",
" Raymond James | \n",
" Financials | \n",
@@ -4507,9 +4485,9 @@
" 1962 | \n",
"
\n",
" \n",
- " | 396 | \n",
+ " 394 | \n",
" RTX | \n",
- " Raytheon Technologies | \n",
+ " RTX Corporation | \n",
" Industrials | \n",
" Aerospace & Defense | \n",
" Waltham, Massachusetts | \n",
@@ -4518,7 +4496,7 @@
" 1922 | \n",
"
\n",
" \n",
- " | 397 | \n",
+ " 395 | \n",
" O | \n",
" Realty Income | \n",
" Real Estate | \n",
@@ -4529,7 +4507,7 @@
" 1969 | \n",
"
\n",
" \n",
- " | 398 | \n",
+ " 396 | \n",
" REG | \n",
" Regency Centers | \n",
" Real Estate | \n",
@@ -4540,7 +4518,7 @@
" 1963 | \n",
"
\n",
" \n",
- " | 399 | \n",
+ " 397 | \n",
" REGN | \n",
" Regeneron | \n",
" Health Care | \n",
@@ -4551,7 +4529,7 @@
" 1988 | \n",
"
\n",
" \n",
- " | 400 | \n",
+ " 398 | \n",
" RF | \n",
" Regions Financial Corporation | \n",
" Financials | \n",
@@ -4562,7 +4540,7 @@
" 1971 | \n",
"
\n",
" \n",
- " | 401 | \n",
+ " 399 | \n",
" RSG | \n",
" Republic Services | \n",
" Industrials | \n",
@@ -4573,7 +4551,7 @@
" 1998 (1981) | \n",
"
\n",
" \n",
- " | 402 | \n",
+ " 400 | \n",
" RMD | \n",
" ResMed | \n",
" Health Care | \n",
@@ -4584,7 +4562,7 @@
" 1989 | \n",
"
\n",
" \n",
- " | 403 | \n",
+ " 401 | \n",
" RVTY | \n",
" Revvity | \n",
" Health Care | \n",
@@ -4595,7 +4573,7 @@
" 1937 | \n",
"
\n",
" \n",
- " | 404 | \n",
+ " 402 | \n",
" RHI | \n",
" Robert Half | \n",
" Industrials | \n",
@@ -4606,18 +4584,18 @@
" 1948 | \n",
"
\n",
" \n",
- " | 405 | \n",
+ " 403 | \n",
" ROK | \n",
" Rockwell Automation | \n",
" Industrials | \n",
" Electrical Components & Equipment | \n",
" Milwaukee, Wisconsin | \n",
- " NaN | \n",
+ " 2000-03-12 | \n",
" 1024478 | \n",
" 1903 | \n",
"
\n",
" \n",
- " | 406 | \n",
+ " 404 | \n",
" ROL | \n",
" Rollins, Inc. | \n",
" Industrials | \n",
@@ -4628,7 +4606,7 @@
" 1948 | \n",
"
\n",
" \n",
- " | 407 | \n",
+ " 405 | \n",
" ROP | \n",
" Roper Technologies | \n",
" Information Technology | \n",
@@ -4639,7 +4617,7 @@
" 1981 | \n",
"
\n",
" \n",
- " | 408 | \n",
+ " 406 | \n",
" ROST | \n",
" Ross Stores | \n",
" Consumer Discretionary | \n",
@@ -4650,7 +4628,7 @@
" 1982 | \n",
"
\n",
" \n",
- " | 409 | \n",
+ " 407 | \n",
" RCL | \n",
" Royal Caribbean Group | \n",
" Consumer Discretionary | \n",
@@ -4661,7 +4639,7 @@
" 1997 | \n",
"
\n",
" \n",
- " | 410 | \n",
+ " 408 | \n",
" SPGI | \n",
" S&P Global | \n",
" Financials | \n",
@@ -4672,7 +4650,7 @@
" 1917 | \n",
"
\n",
" \n",
- " | 411 | \n",
+ " 409 | \n",
" CRM | \n",
" Salesforce | \n",
" Information Technology | \n",
@@ -4683,7 +4661,7 @@
" 1999 | \n",
"
\n",
" \n",
- " | 412 | \n",
+ " 410 | \n",
" SBAC | \n",
" SBA Communications | \n",
" Real Estate | \n",
@@ -4694,7 +4672,7 @@
" 1989 | \n",
"
\n",
" \n",
- " | 413 | \n",
+ " 411 | \n",
" SLB | \n",
" Schlumberger | \n",
" Energy | \n",
@@ -4705,7 +4683,7 @@
" 1926 | \n",
"
\n",
" \n",
- " | 414 | \n",
+ " 412 | \n",
" STX | \n",
" Seagate Technology | \n",
" Information Technology | \n",
@@ -4716,29 +4694,18 @@
" 1979 | \n",
"
\n",
" \n",
- " | 415 | \n",
- " SEE | \n",
- " Sealed Air | \n",
- " Materials | \n",
- " Paper & Plastic Packaging Products & Materials | \n",
- " Charlotte, North Carolina | \n",
- " 1957-03-04 | \n",
- " 1012100 | \n",
- " 1960 | \n",
- "
\n",
- " \n",
- " | 416 | \n",
+ " 413 | \n",
" SRE | \n",
" Sempra Energy | \n",
" Utilities | \n",
" Multi-Utilities | \n",
" San Diego, California | \n",
- " 2001? | \n",
+ " 2017-03-17 | \n",
" 1032208 | \n",
" 1998 | \n",
"
\n",
" \n",
- " | 417 | \n",
+ " 414 | \n",
" NOW | \n",
" ServiceNow | \n",
" Information Technology | \n",
@@ -4749,7 +4716,7 @@
" 2003 | \n",
"
\n",
" \n",
- " | 418 | \n",
+ " 415 | \n",
" SHW | \n",
" Sherwin-Williams | \n",
" Materials | \n",
@@ -4760,7 +4727,7 @@
" 1866 | \n",
"
\n",
" \n",
- " | 419 | \n",
+ " 416 | \n",
" SPG | \n",
" Simon Property Group | \n",
" Real Estate | \n",
@@ -4771,7 +4738,7 @@
" 2003 | \n",
"
\n",
" \n",
- " | 420 | \n",
+ " 417 | \n",
" SWKS | \n",
" Skyworks Solutions | \n",
" Information Technology | \n",
@@ -4782,7 +4749,7 @@
" 2002 | \n",
"
\n",
" \n",
- " | 421 | \n",
+ " 418 | \n",
" SJM | \n",
" J.M. Smucker Company (The) | \n",
" Consumer Staples | \n",
@@ -4793,7 +4760,7 @@
" 1897 | \n",
"
\n",
" \n",
- " | 422 | \n",
+ " 419 | \n",
" SNA | \n",
" Snap-on | \n",
" Industrials | \n",
@@ -4804,18 +4771,7 @@
" 1920 | \n",
"
\n",
" \n",
- " | 423 | \n",
- " SEDG | \n",
- " SolarEdge | \n",
- " Information Technology | \n",
- " Semiconductor Materials & Equipment | \n",
- " Herzliya, Israel | \n",
- " 2021-12-20 | \n",
- " 1419612 | \n",
- " 2006 | \n",
- "
\n",
- " \n",
- " | 424 | \n",
+ " 420 | \n",
" SO | \n",
" Southern Company | \n",
" Utilities | \n",
@@ -4826,7 +4782,7 @@
" 1945 | \n",
"
\n",
" \n",
- " | 425 | \n",
+ " 421 | \n",
" LUV | \n",
" Southwest Airlines | \n",
" Industrials | \n",
@@ -4837,7 +4793,7 @@
" 1967 | \n",
"
\n",
" \n",
- " | 426 | \n",
+ " 422 | \n",
" SWK | \n",
" Stanley Black & Decker | \n",
" Industrials | \n",
@@ -4848,7 +4804,7 @@
" 1843 | \n",
"
\n",
" \n",
- " | 427 | \n",
+ " 423 | \n",
" SBUX | \n",
" Starbucks | \n",
" Consumer Discretionary | \n",
@@ -4859,7 +4815,7 @@
" 1971 | \n",
"
\n",
" \n",
- " | 428 | \n",
+ " 424 | \n",
" STT | \n",
" State Street Corporation | \n",
" Financials | \n",
@@ -4870,7 +4826,7 @@
" 1792 | \n",
"
\n",
" \n",
- " | 429 | \n",
+ " 425 | \n",
" STLD | \n",
" Steel Dynamics | \n",
" Materials | \n",
@@ -4881,7 +4837,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 430 | \n",
+ " 426 | \n",
" STE | \n",
" Steris | \n",
" Health Care | \n",
@@ -4892,7 +4848,7 @@
" 1985 | \n",
"
\n",
" \n",
- " | 431 | \n",
+ " 427 | \n",
" SYK | \n",
" Stryker Corporation | \n",
" Health Care | \n",
@@ -4903,7 +4859,7 @@
" 1941 | \n",
"
\n",
" \n",
- " | 432 | \n",
+ " 428 | \n",
" SYF | \n",
" Synchrony Financial | \n",
" Financials | \n",
@@ -4914,7 +4870,7 @@
" 2003 | \n",
"
\n",
" \n",
- " | 433 | \n",
+ " 429 | \n",
" SNPS | \n",
" Synopsys | \n",
" Information Technology | \n",
@@ -4925,7 +4881,7 @@
" 1986 | \n",
"
\n",
" \n",
- " | 434 | \n",
+ " 430 | \n",
" SYY | \n",
" Sysco | \n",
" Consumer Staples | \n",
@@ -4936,7 +4892,7 @@
" 1969 | \n",
"
\n",
" \n",
- " | 435 | \n",
+ " 431 | \n",
" TMUS | \n",
" T-Mobile US | \n",
" Communication Services | \n",
@@ -4947,18 +4903,18 @@
" 1994 | \n",
"
\n",
" \n",
- " | 436 | \n",
+ " 432 | \n",
" TROW | \n",
" T. Rowe Price | \n",
" Financials | \n",
" Asset Management & Custody Banks | \n",
" Baltimore, Maryland | \n",
- " NaN | \n",
+ " 2019-07-29 | \n",
" 1113169 | \n",
" 1937 | \n",
"
\n",
" \n",
- " | 437 | \n",
+ " 433 | \n",
" TTWO | \n",
" Take-Two Interactive | \n",
" Communication Services | \n",
@@ -4969,7 +4925,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 438 | \n",
+ " 434 | \n",
" TPR | \n",
" Tapestry, Inc. | \n",
" Consumer Discretionary | \n",
@@ -4980,7 +4936,7 @@
" 2017 | \n",
"
\n",
" \n",
- " | 439 | \n",
+ " 435 | \n",
" TRGP | \n",
" Targa Resources | \n",
" Energy | \n",
@@ -4991,7 +4947,7 @@
" 2005 | \n",
"
\n",
" \n",
- " | 440 | \n",
+ " 436 | \n",
" TGT | \n",
" Target Corporation | \n",
" Consumer Staples | \n",
@@ -5002,7 +4958,7 @@
" 1902 | \n",
"
\n",
" \n",
- " | 441 | \n",
+ " 437 | \n",
" TEL | \n",
" TE Connectivity | \n",
" Information Technology | \n",
@@ -5013,7 +4969,7 @@
" 2007 | \n",
"
\n",
" \n",
- " | 442 | \n",
+ " 438 | \n",
" TDY | \n",
" Teledyne Technologies | \n",
" Information Technology | \n",
@@ -5024,7 +4980,7 @@
" 1960 | \n",
"
\n",
" \n",
- " | 443 | \n",
+ " 439 | \n",
" TFX | \n",
" Teleflex | \n",
" Health Care | \n",
@@ -5035,7 +4991,7 @@
" 1943 | \n",
"
\n",
" \n",
- " | 444 | \n",
+ " 440 | \n",
" TER | \n",
" Teradyne | \n",
" Information Technology | \n",
@@ -5046,7 +5002,7 @@
" 1960 | \n",
"
\n",
" \n",
- " | 445 | \n",
+ " 441 | \n",
" TSLA | \n",
" Tesla, Inc. | \n",
" Consumer Discretionary | \n",
@@ -5057,18 +5013,18 @@
" 2003 | \n",
"
\n",
" \n",
- " | 446 | \n",
+ " 442 | \n",
" TXN | \n",
" Texas Instruments | \n",
" Information Technology | \n",
" Semiconductors | \n",
" Dallas, Texas | \n",
- " NaN | \n",
+ " 2001-03-12 | \n",
" 97476 | \n",
" 1930 | \n",
"
\n",
" \n",
- " | 447 | \n",
+ " 443 | \n",
" TXT | \n",
" Textron | \n",
" Industrials | \n",
@@ -5079,7 +5035,7 @@
" 1923 | \n",
"
\n",
" \n",
- " | 448 | \n",
+ " 444 | \n",
" TMO | \n",
" Thermo Fisher Scientific | \n",
" Health Care | \n",
@@ -5090,7 +5046,7 @@
" 2006 (1902) | \n",
"
\n",
" \n",
- " | 449 | \n",
+ " 445 | \n",
" TJX | \n",
" TJX Companies | \n",
" Consumer Discretionary | \n",
@@ -5101,7 +5057,7 @@
" 1987 | \n",
"
\n",
" \n",
- " | 450 | \n",
+ " 446 | \n",
" TSCO | \n",
" Tractor Supply | \n",
" Consumer Discretionary | \n",
@@ -5112,7 +5068,7 @@
" 1938 | \n",
"
\n",
" \n",
- " | 451 | \n",
+ " 447 | \n",
" TT | \n",
" Trane Technologies | \n",
" Industrials | \n",
@@ -5123,7 +5079,7 @@
" 1871 | \n",
"
\n",
" \n",
- " | 452 | \n",
+ " 448 | \n",
" TDG | \n",
" TransDigm Group | \n",
" Industrials | \n",
@@ -5134,7 +5090,7 @@
" 1993 | \n",
"
\n",
" \n",
- " | 453 | \n",
+ " 449 | \n",
" TRV | \n",
" Travelers Companies (The) | \n",
" Financials | \n",
@@ -5145,7 +5101,7 @@
" 1853 | \n",
"
\n",
" \n",
- " | 454 | \n",
+ " 450 | \n",
" TRMB | \n",
" Trimble Inc. | \n",
" Information Technology | \n",
@@ -5156,7 +5112,7 @@
" 1978 | \n",
"
\n",
" \n",
- " | 455 | \n",
+ " 451 | \n",
" TFC | \n",
" Truist | \n",
" Financials | \n",
@@ -5167,7 +5123,7 @@
" 1872 | \n",
"
\n",
" \n",
- " | 456 | \n",
+ " 452 | \n",
" TYL | \n",
" Tyler Technologies | \n",
" Information Technology | \n",
@@ -5178,7 +5134,7 @@
" 1966 | \n",
"
\n",
" \n",
- " | 457 | \n",
+ " 453 | \n",
" TSN | \n",
" Tyson Foods | \n",
" Consumer Staples | \n",
@@ -5189,29 +5145,40 @@
" 1935 | \n",
"
\n",
" \n",
- " | 458 | \n",
+ " 454 | \n",
" USB | \n",
" U.S. Bank | \n",
" Financials | \n",
" Diversified Banks | \n",
" Minneapolis, Minnesota | \n",
- " NaN | \n",
+ " 1999-11-01 | \n",
" 36104 | \n",
" 1968 | \n",
"
\n",
" \n",
- " | 459 | \n",
+ " 455 | \n",
+ " UBER | \n",
+ " Uber | \n",
+ " Industrials | \n",
+ " Passenger Ground Transportation | \n",
+ " San Francisco, California | \n",
+ " 2023-12-18 | \n",
+ " 1543151 | \n",
+ " 2009 | \n",
+ "
\n",
+ " \n",
+ " | 456 | \n",
" UDR | \n",
" UDR, Inc. | \n",
" Real Estate | \n",
- " Residential REITs | \n",
+ " Multi-Family Residential REITs | \n",
" Highlands Ranch, Colorado | \n",
" 2016-03-07 | \n",
" 74208 | \n",
" 1972 | \n",
"
\n",
" \n",
- " | 460 | \n",
+ " 457 | \n",
" ULTA | \n",
" Ulta Beauty | \n",
" Consumer Discretionary | \n",
@@ -5222,7 +5189,7 @@
" 1990 | \n",
"
\n",
" \n",
- " | 461 | \n",
+ " 458 | \n",
" UNP | \n",
" Union Pacific Corporation | \n",
" Industrials | \n",
@@ -5233,7 +5200,7 @@
" 1862 | \n",
"
\n",
" \n",
- " | 462 | \n",
+ " 459 | \n",
" UAL | \n",
" United Airlines Holdings | \n",
" Industrials | \n",
@@ -5244,7 +5211,7 @@
" 1967 | \n",
"
\n",
" \n",
- " | 463 | \n",
+ " 460 | \n",
" UPS | \n",
" United Parcel Service | \n",
" Industrials | \n",
@@ -5255,7 +5222,7 @@
" 1907 | \n",
"
\n",
" \n",
- " | 464 | \n",
+ " 461 | \n",
" URI | \n",
" United Rentals | \n",
" Industrials | \n",
@@ -5266,7 +5233,7 @@
" 1997 | \n",
"
\n",
" \n",
- " | 465 | \n",
+ " 462 | \n",
" UNH | \n",
" UnitedHealth Group | \n",
" Health Care | \n",
@@ -5277,7 +5244,7 @@
" 1977 | \n",
"
\n",
" \n",
- " | 466 | \n",
+ " 463 | \n",
" UHS | \n",
" Universal Health Services | \n",
" Health Care | \n",
@@ -5288,7 +5255,7 @@
" 1979 | \n",
"
\n",
" \n",
- " | 467 | \n",
+ " 464 | \n",
" VLO | \n",
" Valero Energy | \n",
" Energy | \n",
@@ -5299,7 +5266,7 @@
" 1980 | \n",
"
\n",
" \n",
- " | 468 | \n",
+ " 465 | \n",
" VTR | \n",
" Ventas | \n",
" Real Estate | \n",
@@ -5310,7 +5277,18 @@
" 1998 | \n",
"
\n",
" \n",
- " | 469 | \n",
+ " 466 | \n",
+ " VLTO | \n",
+ " Veralto | \n",
+ " Industrials | \n",
+ " Environmental & Facilities Services | \n",
+ " Waltham, Massachusetts | \n",
+ " 2023-10-02 | \n",
+ " 1967680 | \n",
+ " 2023 (Danaher spinoff) | \n",
+ "
\n",
+ " \n",
+ " | 467 | \n",
" VRSN | \n",
" Verisign | \n",
" Information Technology | \n",
@@ -5321,7 +5299,7 @@
" 1995 | \n",
"
\n",
" \n",
- " | 470 | \n",
+ " 468 | \n",
" VRSK | \n",
" Verisk | \n",
" Industrials | \n",
@@ -5332,7 +5310,7 @@
" 1971 | \n",
"
\n",
" \n",
- " | 471 | \n",
+ " 469 | \n",
" VZ | \n",
" Verizon | \n",
" Communication Services | \n",
@@ -5343,7 +5321,7 @@
" 1983 (1877) | \n",
"
\n",
" \n",
- " | 472 | \n",
+ " 470 | \n",
" VRTX | \n",
" Vertex Pharmaceuticals | \n",
" Health Care | \n",
@@ -5354,7 +5332,7 @@
" 1989 | \n",
"
\n",
" \n",
- " | 473 | \n",
+ " 471 | \n",
" VFC | \n",
" VF Corporation | \n",
" Consumer Discretionary | \n",
@@ -5365,7 +5343,7 @@
" 1899 | \n",
"
\n",
" \n",
- " | 474 | \n",
+ " 472 | \n",
" VTRS | \n",
" Viatris | \n",
" Health Care | \n",
@@ -5376,7 +5354,7 @@
" 1961 | \n",
"
\n",
" \n",
- " | 475 | \n",
+ " 473 | \n",
" VICI | \n",
" Vici Properties | \n",
" Real Estate | \n",
@@ -5387,7 +5365,7 @@
" 2017 | \n",
"
\n",
" \n",
- " | 476 | \n",
+ " 474 | \n",
" V | \n",
" Visa Inc. | \n",
" Financials | \n",
@@ -5398,7 +5376,7 @@
" 1958 | \n",
"
\n",
" \n",
- " | 477 | \n",
+ " 475 | \n",
" VMC | \n",
" Vulcan Materials Company | \n",
" Materials | \n",
@@ -5409,7 +5387,18 @@
" 1909 | \n",
"
\n",
" \n",
- " | 478 | \n",
+ " 476 | \n",
+ " WRB | \n",
+ " Berkley | \n",
+ " Financials | \n",
+ " Property & Casualty Insurance | \n",
+ " Greenwich, Connecticut | \n",
+ " 2019-12-05 | \n",
+ " 11544 | \n",
+ " 1967 | \n",
+ "
\n",
+ " \n",
+ " | 477 | \n",
" WAB | \n",
" Wabtec | \n",
" Industrials | \n",
@@ -5420,7 +5409,7 @@
" 1999 (1869) | \n",
"
\n",
" \n",
- " | 479 | \n",
+ " 478 | \n",
" WBA | \n",
" Walgreens Boots Alliance | \n",
" Consumer Staples | \n",
@@ -5431,7 +5420,7 @@
" 2014 | \n",
"
\n",
" \n",
- " | 480 | \n",
+ " 479 | \n",
" WMT | \n",
" Walmart | \n",
" Consumer Staples | \n",
@@ -5442,6 +5431,17 @@
" 1962 | \n",
"
\n",
" \n",
+ " | 480 | \n",
+ " DIS | \n",
+ " Walt Disney | \n",
+ " Communication Services | \n",
+ " Movies & Entertainment | \n",
+ " Burbank, California | \n",
+ " 1976-06-30 | \n",
+ " 1744489 | \n",
+ " 1923 | \n",
+ "
\n",
+ " \n",
" | 481 | \n",
" WBD | \n",
" Warner Bros. Discovery | \n",
@@ -5450,7 +5450,7 @@
" New York City, New York | \n",
" 2022-04-11 | \n",
" 1437107 | \n",
- " 2022 | \n",
+ " 2022 (Warner Bros. 1923) | \n",
"
\n",
" \n",
" | 482 | \n",
@@ -5459,7 +5459,7 @@
" Industrials | \n",
" Environmental & Facilities Services | \n",
" Houston, Texas | \n",
- " NaN | \n",
+ " 1998-08-31 | \n",
" 823768 | \n",
" 1968 | \n",
"
\n",
@@ -5468,7 +5468,7 @@
" WAT | \n",
" Waters Corporation | \n",
" Health Care | \n",
- " Health Care Distributors | \n",
+ " Life Sciences Tools & Services | \n",
" Milford, Massachusetts | \n",
" 2002-01-02 | \n",
" 1000697 | \n",
@@ -5547,7 +5547,7 @@
" Real Estate | \n",
" Timber REITs | \n",
" Seattle, Washington | \n",
- " NaN | \n",
+ " 1979-10-01 | \n",
" 106535 | \n",
" 1900 | \n",
" \n",
@@ -5558,7 +5558,7 @@
" Consumer Discretionary | \n",
" Household Appliances | \n",
" Benton Harbor, Michigan | \n",
- " NaN | \n",
+ " 1958-03-31 | \n",
" 106640 | \n",
" 1911 | \n",
" \n",
@@ -5688,785 +5688,785 @@
""
],
"text/plain": [
- " Symbol Security GICS Sector \\\n",
- "0 MMM 3M Industrials \n",
- "1 AOS A. O. Smith Industrials \n",
- "2 ABT Abbott Health Care \n",
- "3 ABBV AbbVie Health Care \n",
- "4 ACN Accenture Information Technology \n",
- "5 ATVI Activision Blizzard Communication Services \n",
- "6 ADM ADM Consumer Staples \n",
- "7 ADBE Adobe Inc. Information Technology \n",
- "8 ADP ADP Industrials \n",
- "9 AAP Advance Auto Parts Consumer Discretionary \n",
- "10 AES AES Corporation Utilities \n",
- "11 AFL Aflac Financials \n",
- "12 A Agilent Technologies Health Care \n",
- "13 APD Air Products and Chemicals Materials \n",
- "14 AKAM Akamai Information Technology \n",
- "15 ALK Alaska Air Group Industrials \n",
- "16 ALB Albemarle Corporation Materials \n",
- "17 ARE Alexandria Real Estate Equities Real Estate \n",
- "18 ALGN Align Technology Health Care \n",
- "19 ALLE Allegion Industrials \n",
- "20 LNT Alliant Energy Utilities \n",
- "21 ALL Allstate Financials \n",
- "22 GOOGL Alphabet Inc. (Class A) Communication Services \n",
- "23 GOOG Alphabet Inc. (Class C) Communication Services \n",
- "24 MO Altria Consumer Staples \n",
- "25 AMZN Amazon Consumer Discretionary \n",
- "26 AMCR Amcor Materials \n",
- "27 AMD AMD Information Technology \n",
- "28 AEE Ameren Utilities \n",
- "29 AAL American Airlines Group Industrials \n",
- "30 AEP American Electric Power Utilities \n",
- "31 AXP American Express Financials \n",
- "32 AIG American International Group Financials \n",
- "33 AMT American Tower Real Estate \n",
- "34 AWK American Water Works Utilities \n",
- "35 AMP Ameriprise Financial Financials \n",
- "36 ABC AmerisourceBergen Health Care \n",
- "37 AME Ametek Industrials \n",
- "38 AMGN Amgen Health Care \n",
- "39 APH Amphenol Information Technology \n",
- "40 ADI Analog Devices Information Technology \n",
- "41 ANSS Ansys Information Technology \n",
- "42 AON Aon Financials \n",
- "43 APA APA Corporation Energy \n",
- "44 AAPL Apple Inc. Information Technology \n",
- "45 AMAT Applied Materials Information Technology \n",
- "46 APTV Aptiv Consumer Discretionary \n",
- "47 ACGL Arch Capital Group Financials \n",
- "48 ANET Arista Networks Information Technology \n",
- "49 AJG Arthur J. Gallagher & Co. Financials \n",
- "50 AIZ Assurant Financials \n",
- "51 T AT&T Communication Services \n",
- "52 ATO Atmos Energy Utilities \n",
- "53 ADSK Autodesk Information Technology \n",
- "54 AZO AutoZone Consumer Discretionary \n",
- "55 AVB AvalonBay Communities Real Estate \n",
- "56 AVY Avery Dennison Materials \n",
- "57 AXON Axon Enterprise Industrials \n",
- "58 BKR Baker Hughes Energy \n",
- "59 BALL Ball Corporation Materials \n",
- "60 BAC Bank of America Financials \n",
- "61 BBWI Bath & Body Works, Inc. Consumer Discretionary \n",
- "62 BAX Baxter International Health Care \n",
- "63 BDX Becton Dickinson Health Care \n",
- "64 WRB Berkley Financials \n",
- "65 BRK.B Berkshire Hathaway Financials \n",
- "66 BBY Best Buy Consumer Discretionary \n",
- "67 BIO Bio-Rad Health Care \n",
- "68 TECH Bio-Techne Health Care \n",
- "69 BIIB Biogen Health Care \n",
- "70 BLK BlackRock Financials \n",
- "71 BK BNY Mellon Financials \n",
- "72 BA Boeing Industrials \n",
- "73 BKNG Booking Holdings Consumer Discretionary \n",
- "74 BWA BorgWarner Consumer Discretionary \n",
- "75 BXP Boston Properties Real Estate \n",
- "76 BSX Boston Scientific Health Care \n",
- "77 BMY Bristol Myers Squibb Health Care \n",
- "78 AVGO Broadcom Inc. Information Technology \n",
- "79 BR Broadridge Financial Solutions Industrials \n",
- "80 BRO Brown & Brown Financials \n",
- "81 BF.B Brown–Forman Consumer Staples \n",
- "82 BG Bunge Limited Consumer Staples \n",
- "83 CHRW C.H. Robinson Industrials \n",
- "84 CDNS Cadence Design Systems Information Technology \n",
- "85 CZR Caesars Entertainment Consumer Discretionary \n",
- "86 CPT Camden Property Trust Real Estate \n",
- "87 CPB Campbell Soup Company Consumer Staples \n",
- "88 COF Capital One Financials \n",
- "89 CAH Cardinal Health Health Care \n",
- "90 KMX CarMax Consumer Discretionary \n",
- "91 CCL Carnival Consumer Discretionary \n",
- "92 CARR Carrier Global Industrials \n",
- "93 CTLT Catalent Health Care \n",
- "94 CAT Caterpillar Inc. Industrials \n",
- "95 CBOE Cboe Global Markets Financials \n",
- "96 CBRE CBRE Group Real Estate \n",
- "97 CDW CDW Information Technology \n",
- "98 CE Celanese Materials \n",
- "99 CNC Centene Corporation Health Care \n",
- "100 CNP CenterPoint Energy Utilities \n",
- "101 CDAY Ceridian Information Technology \n",
- "102 CF CF Industries Materials \n",
- "103 CRL Charles River Laboratories Health Care \n",
- "104 SCHW Charles Schwab Corporation Financials \n",
- "105 CHTR Charter Communications Communication Services \n",
- "106 CVX Chevron Corporation Energy \n",
- "107 CMG Chipotle Mexican Grill Consumer Discretionary \n",
- "108 CB Chubb Limited Financials \n",
- "109 CHD Church & Dwight Consumer Staples \n",
- "110 CI Cigna Health Care \n",
- "111 CINF Cincinnati Financial Financials \n",
- "112 CTAS Cintas Industrials \n",
- "113 CSCO Cisco Information Technology \n",
- "114 C Citigroup Financials \n",
- "115 CFG Citizens Financial Group Financials \n",
- "116 CLX Clorox Consumer Staples \n",
- "117 CME CME Group Financials \n",
- "118 CMS CMS Energy Utilities \n",
- "119 KO Coca-Cola Company (The) Consumer Staples \n",
- "120 CTSH Cognizant Information Technology \n",
- "121 CL Colgate-Palmolive Consumer Staples \n",
- "122 CMCSA Comcast Communication Services \n",
- "123 CMA Comerica Financials \n",
- "124 CAG Conagra Brands Consumer Staples \n",
- "125 COP ConocoPhillips Energy \n",
- "126 ED Consolidated Edison Utilities \n",
- "127 STZ Constellation Brands Consumer Staples \n",
- "128 CEG Constellation Energy Utilities \n",
- "129 COO CooperCompanies Health Care \n",
- "130 CPRT Copart Industrials \n",
- "131 GLW Corning Inc. Information Technology \n",
- "132 CTVA Corteva Materials \n",
- "133 CSGP CoStar Group Industrials \n",
- "134 COST Costco Consumer Staples \n",
- "135 CTRA Coterra Energy \n",
- "136 CCI Crown Castle Real Estate \n",
- "137 CSX CSX Industrials \n",
- "138 CMI Cummins Industrials \n",
- "139 CVS CVS Health Health Care \n",
- "140 DHI D.R. Horton Consumer Discretionary \n",
- "141 DHR Danaher Corporation Health Care \n",
- "142 DRI Darden Restaurants Consumer Discretionary \n",
- "143 DVA DaVita Inc. Health Care \n",
- "144 DE John Deere Industrials \n",
- "145 DAL Delta Air Lines Industrials \n",
- "146 XRAY Dentsply Sirona Health Care \n",
- "147 DVN Devon Energy Energy \n",
- "148 DXCM Dexcom Health Care \n",
- "149 FANG Diamondback Energy Energy \n",
- "150 DLR Digital Realty Real Estate \n",
- "151 DFS Discover Financial Financials \n",
- "152 DIS Disney Communication Services \n",
- "153 DG Dollar General Consumer Staples \n",
- "154 DLTR Dollar Tree Consumer Staples \n",
- "155 D Dominion Energy Utilities \n",
- "156 DPZ Domino's Consumer Discretionary \n",
- "157 DOV Dover Corporation Industrials \n",
- "158 DOW Dow Inc. Materials \n",
- "159 DTE DTE Energy Utilities \n",
- "160 DUK Duke Energy Utilities \n",
- "161 DD DuPont Materials \n",
- "162 DXC DXC Technology Information Technology \n",
- "163 EMN Eastman Chemical Company Materials \n",
- "164 ETN Eaton Corporation Industrials \n",
- "165 EBAY eBay Consumer Discretionary \n",
- "166 ECL Ecolab Materials \n",
- "167 EIX Edison International Utilities \n",
- "168 EW Edwards Lifesciences Health Care \n",
- "169 EA Electronic Arts Communication Services \n",
- "170 ELV Elevance Health Health Care \n",
- "171 LLY Eli Lilly and Company Health Care \n",
- "172 EMR Emerson Electric Industrials \n",
- "173 ENPH Enphase Information Technology \n",
- "174 ETR Entergy Utilities \n",
- "175 EOG EOG Resources Energy \n",
- "176 EPAM EPAM Systems Information Technology \n",
- "177 EQT EQT Energy \n",
- "178 EFX Equifax Industrials \n",
- "179 EQIX Equinix Real Estate \n",
- "180 EQR Equity Residential Real Estate \n",
- "181 ESS Essex Property Trust Real Estate \n",
- "182 EL Estée Lauder Companies (The) Consumer Staples \n",
- "183 ETSY Etsy Consumer Discretionary \n",
- "184 EG Everest Re Financials \n",
- "185 EVRG Evergy Utilities \n",
- "186 ES Eversource Utilities \n",
- "187 EXC Exelon Utilities \n",
- "188 EXPE Expedia Group Consumer Discretionary \n",
- "189 EXPD Expeditors International Industrials \n",
- "190 EXR Extra Space Storage Real Estate \n",
- "191 XOM ExxonMobil Energy \n",
- "192 FFIV F5, Inc. Information Technology \n",
- "193 FDS FactSet Financials \n",
- "194 FICO Fair Isaac Information Technology \n",
- "195 FAST Fastenal Industrials \n",
- "196 FRT Federal Realty Real Estate \n",
- "197 FDX FedEx Industrials \n",
- "198 FITB Fifth Third Bank Financials \n",
- "199 FSLR First Solar Information Technology \n",
- "200 FE FirstEnergy Utilities \n",
- "201 FIS FIS Financials \n",
- "202 FI Fiserv Financials \n",
- "203 FLT Fleetcor Financials \n",
- "204 FMC FMC Corporation Materials \n",
- "205 F Ford Motor Company Consumer Discretionary \n",
- "206 FTNT Fortinet Information Technology \n",
- "207 FTV Fortive Industrials \n",
- "208 FOXA Fox Corporation (Class A) Communication Services \n",
- "209 FOX Fox Corporation (Class B) Communication Services \n",
- "210 BEN Franklin Templeton Financials \n",
- "211 FCX Freeport-McMoRan Materials \n",
- "212 GRMN Garmin Consumer Discretionary \n",
- "213 IT Gartner Information Technology \n",
- "214 GEHC GE HealthCare Health Care \n",
- "215 GEN Gen Digital Information Technology \n",
- "216 GNRC Generac Industrials \n",
- "217 GD General Dynamics Industrials \n",
- "218 GE General Electric Industrials \n",
- "219 GIS General Mills Consumer Staples \n",
- "220 GM General Motors Consumer Discretionary \n",
- "221 GPC Genuine Parts Company Consumer Discretionary \n",
- "222 GILD Gilead Sciences Health Care \n",
- "223 GL Globe Life Financials \n",
- "224 GPN Global Payments Financials \n",
- "225 GS Goldman Sachs Financials \n",
- "226 HAL Halliburton Energy \n",
- "227 HIG Hartford (The) Financials \n",
- "228 HAS Hasbro Consumer Discretionary \n",
- "229 HCA HCA Healthcare Health Care \n",
- "230 PEAK Healthpeak Real Estate \n",
- "231 HSIC Henry Schein Health Care \n",
- "232 HSY Hershey's Consumer Staples \n",
- "233 HES Hess Corporation Energy \n",
- "234 HPE Hewlett Packard Enterprise Information Technology \n",
- "235 HLT Hilton Worldwide Consumer Discretionary \n",
- "236 HOLX Hologic Health Care \n",
- "237 HD Home Depot (The) Consumer Discretionary \n",
- "238 HON Honeywell Industrials \n",
- "239 HRL Hormel Foods Consumer Staples \n",
- "240 HST Host Hotels & Resorts Real Estate \n",
- "241 HWM Howmet Aerospace Industrials \n",
- "242 HPQ HP Inc. Information Technology \n",
- "243 HUM Humana Health Care \n",
- "244 HBAN Huntington Bancshares Financials \n",
- "245 HII Huntington Ingalls Industries Industrials \n",
- "246 IBM IBM Information Technology \n",
- "247 IEX IDEX Corporation Industrials \n",
- "248 IDXX Idexx Laboratories Health Care \n",
- "249 ITW Illinois Tool Works Industrials \n",
- "250 ILMN Illumina Health Care \n",
- "251 INCY Incyte Health Care \n",
- "252 IR Ingersoll Rand Industrials \n",
- "253 PODD Insulet Health Care \n",
- "254 INTC Intel Information Technology \n",
- "255 ICE Intercontinental Exchange Financials \n",
- "256 IFF International Flavors & Fragrances Materials \n",
- "257 IP International Paper Materials \n",
- "258 IPG Interpublic Group of Companies (The) Communication Services \n",
- "259 INTU Intuit Information Technology \n",
- "260 ISRG Intuitive Surgical Health Care \n",
- "261 IVZ Invesco Financials \n",
- "262 INVH Invitation Homes Real Estate \n",
- "263 IQV IQVIA Health Care \n",
- "264 IRM Iron Mountain Real Estate \n",
- "265 JBHT J.B. Hunt Industrials \n",
- "266 JKHY Jack Henry & Associates Financials \n",
- "267 J Jacobs Solutions Industrials \n",
- "268 JNJ Johnson & Johnson Health Care \n",
- "269 JCI Johnson Controls Industrials \n",
- "270 JPM JPMorgan Chase Financials \n",
- "271 JNPR Juniper Networks Information Technology \n",
- "272 K Kellogg's Consumer Staples \n",
- "273 KDP Keurig Dr Pepper Consumer Staples \n",
- "274 KEY KeyCorp Financials \n",
- "275 KEYS Keysight Information Technology \n",
- "276 KMB Kimberly-Clark Consumer Staples \n",
- "277 KIM Kimco Realty Real Estate \n",
- "278 KMI Kinder Morgan Energy \n",
- "279 KLAC KLA Corporation Information Technology \n",
- "280 KHC Kraft Heinz Consumer Staples \n",
- "281 KR Kroger Consumer Staples \n",
- "282 LHX L3Harris Industrials \n",
- "283 LH LabCorp Health Care \n",
- "284 LRCX Lam Research Information Technology \n",
- "285 LW Lamb Weston Consumer Staples \n",
- "286 LVS Las Vegas Sands Consumer Discretionary \n",
- "287 LDOS Leidos Industrials \n",
- "288 LEN Lennar Consumer Discretionary \n",
- "289 LNC Lincoln Financial Financials \n",
- "290 LIN Linde plc Materials \n",
- "291 LYV Live Nation Entertainment Communication Services \n",
- "292 LKQ LKQ Corporation Consumer Discretionary \n",
- "293 LMT Lockheed Martin Industrials \n",
- "294 L Loews Corporation Financials \n",
- "295 LOW Lowe's Consumer Discretionary \n",
- "296 LYB LyondellBasell Materials \n",
- "297 MTB M&T Bank Financials \n",
- "298 MRO Marathon Oil Energy \n",
- "299 MPC Marathon Petroleum Energy \n",
- "300 MKTX MarketAxess Financials \n",
- "301 MAR Marriott International Consumer Discretionary \n",
- "302 MMC Marsh McLennan Financials \n",
- "303 MLM Martin Marietta Materials Materials \n",
- "304 MAS Masco Industrials \n",
- "305 MA Mastercard Financials \n",
- "306 MTCH Match Group Communication Services \n",
- "307 MKC McCormick & Company Consumer Staples \n",
- "308 MCD McDonald's Consumer Discretionary \n",
- "309 MCK McKesson Health Care \n",
- "310 MDT Medtronic Health Care \n",
- "311 MRK Merck & Co. Health Care \n",
- "312 META Meta Platforms Communication Services \n",
- "313 MET MetLife Financials \n",
- "314 MTD Mettler Toledo Health Care \n",
- "315 MGM MGM Resorts Consumer Discretionary \n",
- "316 MCHP Microchip Technology Information Technology \n",
- "317 MU Micron Technology Information Technology \n",
- "318 MSFT Microsoft Information Technology \n",
- "319 MAA Mid-America Apartment Communities Real Estate \n",
- "320 MRNA Moderna Health Care \n",
- "321 MHK Mohawk Industries Consumer Discretionary \n",
- "322 MOH Molina Healthcare Health Care \n",
- "323 TAP Molson Coors Beverage Company Consumer Staples \n",
- "324 MDLZ Mondelez International Consumer Staples \n",
- "325 MPWR Monolithic Power Systems Information Technology \n",
- "326 MNST Monster Beverage Consumer Staples \n",
- "327 MCO Moody's Corporation Financials \n",
- "328 MS Morgan Stanley Financials \n",
- "329 MOS Mosaic Company (The) Materials \n",
- "330 MSI Motorola Solutions Information Technology \n",
- "331 MSCI MSCI Financials \n",
- "332 NDAQ Nasdaq, Inc. Financials \n",
- "333 NTAP NetApp Information Technology \n",
- "334 NFLX Netflix Communication Services \n",
- "335 NWL Newell Brands Consumer Discretionary \n",
- "336 NEM Newmont Materials \n",
- "337 NWSA News Corp (Class A) Communication Services \n",
- "338 NWS News Corp (Class B) Communication Services \n",
- "339 NEE NextEra Energy Utilities \n",
- "340 NKE Nike, Inc. Consumer Discretionary \n",
- "341 NI NiSource Utilities \n",
- "342 NDSN Nordson Corporation Industrials \n",
- "343 NSC Norfolk Southern Railway Industrials \n",
- "344 NTRS Northern Trust Financials \n",
- "345 NOC Northrop Grumman Industrials \n",
- "346 NCLH Norwegian Cruise Line Holdings Consumer Discretionary \n",
- "347 NRG NRG Energy Utilities \n",
- "348 NUE Nucor Materials \n",
- "349 NVDA Nvidia Information Technology \n",
- "350 NVR NVR, Inc. Consumer Discretionary \n",
- "351 NXPI NXP Semiconductors Information Technology \n",
- "352 ORLY O'Reilly Auto Parts Consumer Discretionary \n",
- "353 OXY Occidental Petroleum Energy \n",
- "354 ODFL Old Dominion Industrials \n",
- "355 OMC Omnicom Group Communication Services \n",
- "356 ON ON Semiconductor Information Technology \n",
- "357 OKE ONEOK Energy \n",
- "358 ORCL Oracle Corporation Information Technology \n",
- "359 OGN Organon & Co. Health Care \n",
- "360 OTIS Otis Worldwide Industrials \n",
- "361 PCAR Paccar Industrials \n",
- "362 PKG Packaging Corporation of America Materials \n",
- "363 PANW Palo Alto Networks Information Technology \n",
- "364 PARA Paramount Global Communication Services \n",
- "365 PH Parker Hannifin Industrials \n",
- "366 PAYX Paychex Industrials \n",
- "367 PAYC Paycom Information Technology \n",
- "368 PYPL PayPal Financials \n",
- "369 PNR Pentair Industrials \n",
- "370 PEP PepsiCo Consumer Staples \n",
- "371 PFE Pfizer Health Care \n",
- "372 PCG PG&E Corporation Utilities \n",
- "373 PM Philip Morris International Consumer Staples \n",
- "374 PSX Phillips 66 Energy \n",
- "375 PNW Pinnacle West Utilities \n",
- "376 PXD Pioneer Natural Resources Energy \n",
- "377 PNC PNC Financial Services Financials \n",
- "378 POOL Pool Corporation Consumer Discretionary \n",
- "379 PPG PPG Industries Materials \n",
- "380 PPL PPL Corporation Utilities \n",
- "381 PFG Principal Financial Group Financials \n",
- "382 PG Procter & Gamble Consumer Staples \n",
- "383 PGR Progressive Corporation Financials \n",
- "384 PLD Prologis Real Estate \n",
- "385 PRU Prudential Financial Financials \n",
- "386 PEG Public Service Enterprise Group Utilities \n",
- "387 PTC PTC Information Technology \n",
- "388 PSA Public Storage Real Estate \n",
- "389 PHM PulteGroup Consumer Discretionary \n",
- "390 QRVO Qorvo Information Technology \n",
- "391 PWR Quanta Services Industrials \n",
- "392 QCOM Qualcomm Information Technology \n",
- "393 DGX Quest Diagnostics Health Care \n",
- "394 RL Ralph Lauren Corporation Consumer Discretionary \n",
- "395 RJF Raymond James Financials \n",
- "396 RTX Raytheon Technologies Industrials \n",
- "397 O Realty Income Real Estate \n",
- "398 REG Regency Centers Real Estate \n",
- "399 REGN Regeneron Health Care \n",
- "400 RF Regions Financial Corporation Financials \n",
- "401 RSG Republic Services Industrials \n",
- "402 RMD ResMed Health Care \n",
- "403 RVTY Revvity Health Care \n",
- "404 RHI Robert Half Industrials \n",
- "405 ROK Rockwell Automation Industrials \n",
- "406 ROL Rollins, Inc. Industrials \n",
- "407 ROP Roper Technologies Information Technology \n",
- "408 ROST Ross Stores Consumer Discretionary \n",
- "409 RCL Royal Caribbean Group Consumer Discretionary \n",
- "410 SPGI S&P Global Financials \n",
- "411 CRM Salesforce Information Technology \n",
- "412 SBAC SBA Communications Real Estate \n",
- "413 SLB Schlumberger Energy \n",
- "414 STX Seagate Technology Information Technology \n",
- "415 SEE Sealed Air Materials \n",
- "416 SRE Sempra Energy Utilities \n",
- "417 NOW ServiceNow Information Technology \n",
- "418 SHW Sherwin-Williams Materials \n",
- "419 SPG Simon Property Group Real Estate \n",
- "420 SWKS Skyworks Solutions Information Technology \n",
- "421 SJM J.M. Smucker Company (The) Consumer Staples \n",
- "422 SNA Snap-on Industrials \n",
- "423 SEDG SolarEdge Information Technology \n",
- "424 SO Southern Company Utilities \n",
- "425 LUV Southwest Airlines Industrials \n",
- "426 SWK Stanley Black & Decker Industrials \n",
- "427 SBUX Starbucks Consumer Discretionary \n",
- "428 STT State Street Corporation Financials \n",
- "429 STLD Steel Dynamics Materials \n",
- "430 STE Steris Health Care \n",
- "431 SYK Stryker Corporation Health Care \n",
- "432 SYF Synchrony Financial Financials \n",
- "433 SNPS Synopsys Information Technology \n",
- "434 SYY Sysco Consumer Staples \n",
- "435 TMUS T-Mobile US Communication Services \n",
- "436 TROW T. Rowe Price Financials \n",
- "437 TTWO Take-Two Interactive Communication Services \n",
- "438 TPR Tapestry, Inc. Consumer Discretionary \n",
- "439 TRGP Targa Resources Energy \n",
- "440 TGT Target Corporation Consumer Staples \n",
- "441 TEL TE Connectivity Information Technology \n",
- "442 TDY Teledyne Technologies Information Technology \n",
- "443 TFX Teleflex Health Care \n",
- "444 TER Teradyne Information Technology \n",
- "445 TSLA Tesla, Inc. Consumer Discretionary \n",
- "446 TXN Texas Instruments Information Technology \n",
- "447 TXT Textron Industrials \n",
- "448 TMO Thermo Fisher Scientific Health Care \n",
- "449 TJX TJX Companies Consumer Discretionary \n",
- "450 TSCO Tractor Supply Consumer Discretionary \n",
- "451 TT Trane Technologies Industrials \n",
- "452 TDG TransDigm Group Industrials \n",
- "453 TRV Travelers Companies (The) Financials \n",
- "454 TRMB Trimble Inc. Information Technology \n",
- "455 TFC Truist Financials \n",
- "456 TYL Tyler Technologies Information Technology \n",
- "457 TSN Tyson Foods Consumer Staples \n",
- "458 USB U.S. Bank Financials \n",
- "459 UDR UDR, Inc. Real Estate \n",
- "460 ULTA Ulta Beauty Consumer Discretionary \n",
- "461 UNP Union Pacific Corporation Industrials \n",
- "462 UAL United Airlines Holdings Industrials \n",
- "463 UPS United Parcel Service Industrials \n",
- "464 URI United Rentals Industrials \n",
- "465 UNH UnitedHealth Group Health Care \n",
- "466 UHS Universal Health Services Health Care \n",
- "467 VLO Valero Energy Energy \n",
- "468 VTR Ventas Real Estate \n",
- "469 VRSN Verisign Information Technology \n",
- "470 VRSK Verisk Industrials \n",
- "471 VZ Verizon Communication Services \n",
- "472 VRTX Vertex Pharmaceuticals Health Care \n",
- "473 VFC VF Corporation Consumer Discretionary \n",
- "474 VTRS Viatris Health Care \n",
- "475 VICI Vici Properties Real Estate \n",
- "476 V Visa Inc. Financials \n",
- "477 VMC Vulcan Materials Company Materials \n",
- "478 WAB Wabtec Industrials \n",
- "479 WBA Walgreens Boots Alliance Consumer Staples \n",
- "480 WMT Walmart Consumer Staples \n",
- "481 WBD Warner Bros. Discovery Communication Services \n",
- "482 WM Waste Management Industrials \n",
- "483 WAT Waters Corporation Health Care \n",
- "484 WEC WEC Energy Group Utilities \n",
- "485 WFC Wells Fargo Financials \n",
- "486 WELL Welltower Real Estate \n",
- "487 WST West Pharmaceutical Services Health Care \n",
- "488 WDC Western Digital Information Technology \n",
- "489 WRK WestRock Materials \n",
- "490 WY Weyerhaeuser Real Estate \n",
- "491 WHR Whirlpool Corporation Consumer Discretionary \n",
- "492 WMB Williams Companies Energy \n",
- "493 WTW Willis Towers Watson Financials \n",
- "494 GWW W. W. Grainger Industrials \n",
- "495 WYNN Wynn Resorts Consumer Discretionary \n",
- "496 XEL Xcel Energy Utilities \n",
- "497 XYL Xylem Inc. Industrials \n",
- "498 YUM Yum! Brands Consumer Discretionary \n",
- "499 ZBRA Zebra Technologies Information Technology \n",
- "500 ZBH Zimmer Biomet Health Care \n",
- "501 ZION Zions Bancorporation Financials \n",
- "502 ZTS Zoetis Health Care \n",
+ " Symbol Security GICS Sector \\\n",
+ "0 MMM 3M Industrials \n",
+ "1 AOS A. O. Smith Industrials \n",
+ "2 ABT Abbott Health Care \n",
+ "3 ABBV AbbVie Health Care \n",
+ "4 ACN Accenture Information Technology \n",
+ "5 ADBE Adobe Inc. Information Technology \n",
+ "6 AMD Advanced Micro Devices Information Technology \n",
+ "7 AES AES Corporation Utilities \n",
+ "8 AFL Aflac Financials \n",
+ "9 A Agilent Technologies Health Care \n",
+ "10 APD Air Products and Chemicals Materials \n",
+ "11 ABNB Airbnb Consumer Discretionary \n",
+ "12 AKAM Akamai Information Technology \n",
+ "13 ALB Albemarle Corporation Materials \n",
+ "14 ARE Alexandria Real Estate Equities Real Estate \n",
+ "15 ALGN Align Technology Health Care \n",
+ "16 ALLE Allegion Industrials \n",
+ "17 LNT Alliant Energy Utilities \n",
+ "18 ALL Allstate Financials \n",
+ "19 GOOGL Alphabet Inc. (Class A) Communication Services \n",
+ "20 GOOG Alphabet Inc. (Class C) Communication Services \n",
+ "21 MO Altria Consumer Staples \n",
+ "22 AMZN Amazon Consumer Discretionary \n",
+ "23 AMCR Amcor Materials \n",
+ "24 AEE Ameren Utilities \n",
+ "25 AAL American Airlines Group Industrials \n",
+ "26 AEP American Electric Power Utilities \n",
+ "27 AXP American Express Financials \n",
+ "28 AIG American International Group Financials \n",
+ "29 AMT American Tower Real Estate \n",
+ "30 AWK American Water Works Utilities \n",
+ "31 AMP Ameriprise Financial Financials \n",
+ "32 AME Ametek Industrials \n",
+ "33 AMGN Amgen Health Care \n",
+ "34 APH Amphenol Information Technology \n",
+ "35 ADI Analog Devices Information Technology \n",
+ "36 ANSS Ansys Information Technology \n",
+ "37 AON Aon Financials \n",
+ "38 APA APA Corporation Energy \n",
+ "39 AAPL Apple Inc. Information Technology \n",
+ "40 AMAT Applied Materials Information Technology \n",
+ "41 APTV Aptiv Consumer Discretionary \n",
+ "42 ACGL Arch Capital Group Financials \n",
+ "43 ADM Archer-Daniels-Midland Consumer Staples \n",
+ "44 ANET Arista Networks Information Technology \n",
+ "45 AJG Arthur J. Gallagher & Co. Financials \n",
+ "46 AIZ Assurant Financials \n",
+ "47 T AT&T Communication Services \n",
+ "48 ATO Atmos Energy Utilities \n",
+ "49 ADSK Autodesk Information Technology \n",
+ "50 ADP Automated Data Processing Industrials \n",
+ "51 AZO AutoZone Consumer Discretionary \n",
+ "52 AVB AvalonBay Communities Real Estate \n",
+ "53 AVY Avery Dennison Materials \n",
+ "54 AXON Axon Enterprise Industrials \n",
+ "55 BKR Baker Hughes Energy \n",
+ "56 BALL Ball Corporation Materials \n",
+ "57 BAC Bank of America Financials \n",
+ "58 BK Bank of New York Mellon Financials \n",
+ "59 BBWI Bath & Body Works, Inc. Consumer Discretionary \n",
+ "60 BAX Baxter International Health Care \n",
+ "61 BDX Becton Dickinson Health Care \n",
+ "62 BRK.B Berkshire Hathaway Financials \n",
+ "63 BBY Best Buy Consumer Discretionary \n",
+ "64 BIO Bio-Rad Health Care \n",
+ "65 TECH Bio-Techne Health Care \n",
+ "66 BIIB Biogen Health Care \n",
+ "67 BLK BlackRock Financials \n",
+ "68 BX Blackstone Financials \n",
+ "69 BA Boeing Industrials \n",
+ "70 BKNG Booking Holdings Consumer Discretionary \n",
+ "71 BWA BorgWarner Consumer Discretionary \n",
+ "72 BXP Boston Properties Real Estate \n",
+ "73 BSX Boston Scientific Health Care \n",
+ "74 BMY Bristol Myers Squibb Health Care \n",
+ "75 AVGO Broadcom Inc. Information Technology \n",
+ "76 BR Broadridge Financial Solutions Industrials \n",
+ "77 BRO Brown & Brown Financials \n",
+ "78 BF.B Brown–Forman Consumer Staples \n",
+ "79 BLDR Builders FirstSource Industrials \n",
+ "80 BG Bunge Global SA Consumer Staples \n",
+ "81 CDNS Cadence Design Systems Information Technology \n",
+ "82 CZR Caesars Entertainment Consumer Discretionary \n",
+ "83 CPT Camden Property Trust Real Estate \n",
+ "84 CPB Campbell Soup Company Consumer Staples \n",
+ "85 COF Capital One Financials \n",
+ "86 CAH Cardinal Health Health Care \n",
+ "87 KMX CarMax Consumer Discretionary \n",
+ "88 CCL Carnival Consumer Discretionary \n",
+ "89 CARR Carrier Global Industrials \n",
+ "90 CTLT Catalent Health Care \n",
+ "91 CAT Caterpillar Inc. Industrials \n",
+ "92 CBOE Cboe Global Markets Financials \n",
+ "93 CBRE CBRE Group Real Estate \n",
+ "94 CDW CDW Information Technology \n",
+ "95 CE Celanese Materials \n",
+ "96 COR Cencora Health Care \n",
+ "97 CNC Centene Corporation Health Care \n",
+ "98 CNP CenterPoint Energy Utilities \n",
+ "99 CDAY Ceridian Industrials \n",
+ "100 CF CF Industries Materials \n",
+ "101 CHRW CH Robinson Industrials \n",
+ "102 CRL Charles River Laboratories Health Care \n",
+ "103 SCHW Charles Schwab Corporation Financials \n",
+ "104 CHTR Charter Communications Communication Services \n",
+ "105 CVX Chevron Corporation Energy \n",
+ "106 CMG Chipotle Mexican Grill Consumer Discretionary \n",
+ "107 CB Chubb Limited Financials \n",
+ "108 CHD Church & Dwight Consumer Staples \n",
+ "109 CI Cigna Health Care \n",
+ "110 CINF Cincinnati Financial Financials \n",
+ "111 CTAS Cintas Industrials \n",
+ "112 CSCO Cisco Information Technology \n",
+ "113 C Citigroup Financials \n",
+ "114 CFG Citizens Financial Group Financials \n",
+ "115 CLX Clorox Consumer Staples \n",
+ "116 CME CME Group Financials \n",
+ "117 CMS CMS Energy Utilities \n",
+ "118 KO Coca-Cola Company (The) Consumer Staples \n",
+ "119 CTSH Cognizant Information Technology \n",
+ "120 CL Colgate-Palmolive Consumer Staples \n",
+ "121 CMCSA Comcast Communication Services \n",
+ "122 CMA Comerica Financials \n",
+ "123 CAG Conagra Brands Consumer Staples \n",
+ "124 COP ConocoPhillips Energy \n",
+ "125 ED Consolidated Edison Utilities \n",
+ "126 STZ Constellation Brands Consumer Staples \n",
+ "127 CEG Constellation Energy Utilities \n",
+ "128 COO CooperCompanies Health Care \n",
+ "129 CPRT Copart Industrials \n",
+ "130 GLW Corning Inc. Information Technology \n",
+ "131 CTVA Corteva Materials \n",
+ "132 CSGP CoStar Group Real Estate \n",
+ "133 COST Costco Consumer Staples \n",
+ "134 CTRA Coterra Energy \n",
+ "135 CCI Crown Castle Real Estate \n",
+ "136 CSX CSX Industrials \n",
+ "137 CMI Cummins Industrials \n",
+ "138 CVS CVS Health Health Care \n",
+ "139 DHR Danaher Corporation Health Care \n",
+ "140 DRI Darden Restaurants Consumer Discretionary \n",
+ "141 DVA DaVita Inc. Health Care \n",
+ "142 DE John Deere Industrials \n",
+ "143 DAL Delta Air Lines Industrials \n",
+ "144 XRAY Dentsply Sirona Health Care \n",
+ "145 DVN Devon Energy Energy \n",
+ "146 DXCM Dexcom Health Care \n",
+ "147 FANG Diamondback Energy Energy \n",
+ "148 DLR Digital Realty Real Estate \n",
+ "149 DFS Discover Financial Financials \n",
+ "150 DG Dollar General Consumer Staples \n",
+ "151 DLTR Dollar Tree Consumer Staples \n",
+ "152 D Dominion Energy Utilities \n",
+ "153 DPZ Domino's Consumer Discretionary \n",
+ "154 DOV Dover Corporation Industrials \n",
+ "155 DOW Dow Inc. Materials \n",
+ "156 DHI DR Horton Consumer Discretionary \n",
+ "157 DTE DTE Energy Utilities \n",
+ "158 DUK Duke Energy Utilities \n",
+ "159 DD DuPont Materials \n",
+ "160 EMN Eastman Chemical Company Materials \n",
+ "161 ETN Eaton Corporation Industrials \n",
+ "162 EBAY eBay Consumer Discretionary \n",
+ "163 ECL Ecolab Materials \n",
+ "164 EIX Edison International Utilities \n",
+ "165 EW Edwards Lifesciences Health Care \n",
+ "166 EA Electronic Arts Communication Services \n",
+ "167 ELV Elevance Health Health Care \n",
+ "168 LLY Eli Lilly and Company Health Care \n",
+ "169 EMR Emerson Electric Industrials \n",
+ "170 ENPH Enphase Information Technology \n",
+ "171 ETR Entergy Utilities \n",
+ "172 EOG EOG Resources Energy \n",
+ "173 EPAM EPAM Systems Information Technology \n",
+ "174 EQT EQT Energy \n",
+ "175 EFX Equifax Industrials \n",
+ "176 EQIX Equinix Real Estate \n",
+ "177 EQR Equity Residential Real Estate \n",
+ "178 ESS Essex Property Trust Real Estate \n",
+ "179 EL Estée Lauder Companies (The) Consumer Staples \n",
+ "180 ETSY Etsy Consumer Discretionary \n",
+ "181 EG Everest Re Financials \n",
+ "182 EVRG Evergy Utilities \n",
+ "183 ES Eversource Utilities \n",
+ "184 EXC Exelon Utilities \n",
+ "185 EXPE Expedia Group Consumer Discretionary \n",
+ "186 EXPD Expeditors International Industrials \n",
+ "187 EXR Extra Space Storage Real Estate \n",
+ "188 XOM ExxonMobil Energy \n",
+ "189 FFIV F5, Inc. Information Technology \n",
+ "190 FDS FactSet Financials \n",
+ "191 FICO Fair Isaac Information Technology \n",
+ "192 FAST Fastenal Industrials \n",
+ "193 FRT Federal Realty Real Estate \n",
+ "194 FDX FedEx Industrials \n",
+ "195 FIS Fidelity National Information Services Financials \n",
+ "196 FITB Fifth Third Bank Financials \n",
+ "197 FSLR First Solar Information Technology \n",
+ "198 FE FirstEnergy Utilities \n",
+ "199 FI Fiserv Financials \n",
+ "200 FLT Fleetcor Financials \n",
+ "201 FMC FMC Corporation Materials \n",
+ "202 F Ford Motor Company Consumer Discretionary \n",
+ "203 FTNT Fortinet Information Technology \n",
+ "204 FTV Fortive Industrials \n",
+ "205 FOXA Fox Corporation (Class A) Communication Services \n",
+ "206 FOX Fox Corporation (Class B) Communication Services \n",
+ "207 BEN Franklin Templeton Financials \n",
+ "208 FCX Freeport-McMoRan Materials \n",
+ "209 GRMN Garmin Consumer Discretionary \n",
+ "210 IT Gartner Information Technology \n",
+ "211 GEHC GE HealthCare Health Care \n",
+ "212 GEN Gen Digital Information Technology \n",
+ "213 GNRC Generac Industrials \n",
+ "214 GD General Dynamics Industrials \n",
+ "215 GE General Electric Industrials \n",
+ "216 GIS General Mills Consumer Staples \n",
+ "217 GM General Motors Consumer Discretionary \n",
+ "218 GPC Genuine Parts Company Consumer Discretionary \n",
+ "219 GILD Gilead Sciences Health Care \n",
+ "220 GPN Global Payments Financials \n",
+ "221 GL Globe Life Financials \n",
+ "222 GS Goldman Sachs Financials \n",
+ "223 HAL Halliburton Energy \n",
+ "224 HIG Hartford (The) Financials \n",
+ "225 HAS Hasbro Consumer Discretionary \n",
+ "226 HCA HCA Healthcare Health Care \n",
+ "227 PEAK Healthpeak Real Estate \n",
+ "228 HSIC Henry Schein Health Care \n",
+ "229 HSY Hershey's Consumer Staples \n",
+ "230 HES Hess Corporation Energy \n",
+ "231 HPE Hewlett Packard Enterprise Information Technology \n",
+ "232 HLT Hilton Worldwide Consumer Discretionary \n",
+ "233 HOLX Hologic Health Care \n",
+ "234 HD Home Depot (The) Consumer Discretionary \n",
+ "235 HON Honeywell Industrials \n",
+ "236 HRL Hormel Foods Consumer Staples \n",
+ "237 HST Host Hotels & Resorts Real Estate \n",
+ "238 HWM Howmet Aerospace Industrials \n",
+ "239 HPQ HP Inc. Information Technology \n",
+ "240 HUBB Hubbell Incorporated Industrials \n",
+ "241 HUM Humana Health Care \n",
+ "242 HBAN Huntington Bancshares Financials \n",
+ "243 HII Huntington Ingalls Industries Industrials \n",
+ "244 IBM IBM Information Technology \n",
+ "245 IEX IDEX Corporation Industrials \n",
+ "246 IDXX Idexx Laboratories Health Care \n",
+ "247 ITW Illinois Tool Works Industrials \n",
+ "248 ILMN Illumina Health Care \n",
+ "249 INCY Incyte Health Care \n",
+ "250 IR Ingersoll Rand Industrials \n",
+ "251 PODD Insulet Health Care \n",
+ "252 INTC Intel Information Technology \n",
+ "253 ICE Intercontinental Exchange Financials \n",
+ "254 IFF International Flavors & Fragrances Materials \n",
+ "255 IP International Paper Materials \n",
+ "256 IPG Interpublic Group of Companies (The) Communication Services \n",
+ "257 INTU Intuit Information Technology \n",
+ "258 ISRG Intuitive Surgical Health Care \n",
+ "259 IVZ Invesco Financials \n",
+ "260 INVH Invitation Homes Real Estate \n",
+ "261 IQV IQVIA Health Care \n",
+ "262 IRM Iron Mountain Real Estate \n",
+ "263 JBHT J.B. Hunt Industrials \n",
+ "264 JBL Jabil Information Technology \n",
+ "265 JKHY Jack Henry & Associates Financials \n",
+ "266 J Jacobs Solutions Industrials \n",
+ "267 JNJ Johnson & Johnson Health Care \n",
+ "268 JCI Johnson Controls Industrials \n",
+ "269 JPM JPMorgan Chase Financials \n",
+ "270 JNPR Juniper Networks Information Technology \n",
+ "271 K Kellanova Consumer Staples \n",
+ "272 KVUE Kenvue Consumer Staples \n",
+ "273 KDP Keurig Dr Pepper Consumer Staples \n",
+ "274 KEY KeyCorp Financials \n",
+ "275 KEYS Keysight Information Technology \n",
+ "276 KMB Kimberly-Clark Consumer Staples \n",
+ "277 KIM Kimco Realty Real Estate \n",
+ "278 KMI Kinder Morgan Energy \n",
+ "279 KLAC KLA Corporation Information Technology \n",
+ "280 KHC Kraft Heinz Consumer Staples \n",
+ "281 KR Kroger Consumer Staples \n",
+ "282 LHX L3Harris Industrials \n",
+ "283 LH LabCorp Health Care \n",
+ "284 LRCX Lam Research Information Technology \n",
+ "285 LW Lamb Weston Consumer Staples \n",
+ "286 LVS Las Vegas Sands Consumer Discretionary \n",
+ "287 LDOS Leidos Industrials \n",
+ "288 LEN Lennar Consumer Discretionary \n",
+ "289 LIN Linde plc Materials \n",
+ "290 LYV Live Nation Entertainment Communication Services \n",
+ "291 LKQ LKQ Corporation Consumer Discretionary \n",
+ "292 LMT Lockheed Martin Industrials \n",
+ "293 L Loews Corporation Financials \n",
+ "294 LOW Lowe's Consumer Discretionary \n",
+ "295 LULU Lululemon Athletica Consumer Discretionary \n",
+ "296 LYB LyondellBasell Materials \n",
+ "297 MTB M&T Bank Financials \n",
+ "298 MRO Marathon Oil Energy \n",
+ "299 MPC Marathon Petroleum Energy \n",
+ "300 MKTX MarketAxess Financials \n",
+ "301 MAR Marriott International Consumer Discretionary \n",
+ "302 MMC Marsh McLennan Financials \n",
+ "303 MLM Martin Marietta Materials Materials \n",
+ "304 MAS Masco Industrials \n",
+ "305 MA Mastercard Financials \n",
+ "306 MTCH Match Group Communication Services \n",
+ "307 MKC McCormick & Company Consumer Staples \n",
+ "308 MCD McDonald's Consumer Discretionary \n",
+ "309 MCK McKesson Health Care \n",
+ "310 MDT Medtronic Health Care \n",
+ "311 MRK Merck & Co. Health Care \n",
+ "312 META Meta Platforms Communication Services \n",
+ "313 MET MetLife Financials \n",
+ "314 MTD Mettler Toledo Health Care \n",
+ "315 MGM MGM Resorts Consumer Discretionary \n",
+ "316 MCHP Microchip Technology Information Technology \n",
+ "317 MU Micron Technology Information Technology \n",
+ "318 MSFT Microsoft Information Technology \n",
+ "319 MAA Mid-America Apartment Communities Real Estate \n",
+ "320 MRNA Moderna Health Care \n",
+ "321 MHK Mohawk Industries Consumer Discretionary \n",
+ "322 MOH Molina Healthcare Health Care \n",
+ "323 TAP Molson Coors Beverage Company Consumer Staples \n",
+ "324 MDLZ Mondelez International Consumer Staples \n",
+ "325 MPWR Monolithic Power Systems Information Technology \n",
+ "326 MNST Monster Beverage Consumer Staples \n",
+ "327 MCO Moody's Corporation Financials \n",
+ "328 MS Morgan Stanley Financials \n",
+ "329 MOS Mosaic Company (The) Materials \n",
+ "330 MSI Motorola Solutions Information Technology \n",
+ "331 MSCI MSCI Financials \n",
+ "332 NDAQ Nasdaq, Inc. Financials \n",
+ "333 NTAP NetApp Information Technology \n",
+ "334 NFLX Netflix Communication Services \n",
+ "335 NEM Newmont Materials \n",
+ "336 NWSA News Corp (Class A) Communication Services \n",
+ "337 NWS News Corp (Class B) Communication Services \n",
+ "338 NEE NextEra Energy Utilities \n",
+ "339 NKE Nike, Inc. Consumer Discretionary \n",
+ "340 NI NiSource Utilities \n",
+ "341 NDSN Nordson Corporation Industrials \n",
+ "342 NSC Norfolk Southern Railway Industrials \n",
+ "343 NTRS Northern Trust Financials \n",
+ "344 NOC Northrop Grumman Industrials \n",
+ "345 NCLH Norwegian Cruise Line Holdings Consumer Discretionary \n",
+ "346 NRG NRG Energy Utilities \n",
+ "347 NUE Nucor Materials \n",
+ "348 NVDA Nvidia Information Technology \n",
+ "349 NVR NVR, Inc. Consumer Discretionary \n",
+ "350 NXPI NXP Semiconductors Information Technology \n",
+ "351 ORLY O'Reilly Auto Parts Consumer Discretionary \n",
+ "352 OXY Occidental Petroleum Energy \n",
+ "353 ODFL Old Dominion Industrials \n",
+ "354 OMC Omnicom Group Communication Services \n",
+ "355 ON ON Semiconductor Information Technology \n",
+ "356 OKE ONEOK Energy \n",
+ "357 ORCL Oracle Corporation Information Technology \n",
+ "358 OTIS Otis Worldwide Industrials \n",
+ "359 PCAR Paccar Industrials \n",
+ "360 PKG Packaging Corporation of America Materials \n",
+ "361 PANW Palo Alto Networks Information Technology \n",
+ "362 PARA Paramount Global Communication Services \n",
+ "363 PH Parker Hannifin Industrials \n",
+ "364 PAYX Paychex Industrials \n",
+ "365 PAYC Paycom Industrials \n",
+ "366 PYPL PayPal Financials \n",
+ "367 PNR Pentair Industrials \n",
+ "368 PEP PepsiCo Consumer Staples \n",
+ "369 PFE Pfizer Health Care \n",
+ "370 PCG PG&E Corporation Utilities \n",
+ "371 PM Philip Morris International Consumer Staples \n",
+ "372 PSX Phillips 66 Energy \n",
+ "373 PNW Pinnacle West Utilities \n",
+ "374 PXD Pioneer Natural Resources Energy \n",
+ "375 PNC PNC Financial Services Financials \n",
+ "376 POOL Pool Corporation Consumer Discretionary \n",
+ "377 PPG PPG Industries Materials \n",
+ "378 PPL PPL Corporation Utilities \n",
+ "379 PFG Principal Financial Group Financials \n",
+ "380 PG Procter & Gamble Consumer Staples \n",
+ "381 PGR Progressive Corporation Financials \n",
+ "382 PLD Prologis Real Estate \n",
+ "383 PRU Prudential Financial Financials \n",
+ "384 PEG Public Service Enterprise Group Utilities \n",
+ "385 PTC PTC Information Technology \n",
+ "386 PSA Public Storage Real Estate \n",
+ "387 PHM PulteGroup Consumer Discretionary \n",
+ "388 QRVO Qorvo Information Technology \n",
+ "389 PWR Quanta Services Industrials \n",
+ "390 QCOM Qualcomm Information Technology \n",
+ "391 DGX Quest Diagnostics Health Care \n",
+ "392 RL Ralph Lauren Corporation Consumer Discretionary \n",
+ "393 RJF Raymond James Financials \n",
+ "394 RTX RTX Corporation Industrials \n",
+ "395 O Realty Income Real Estate \n",
+ "396 REG Regency Centers Real Estate \n",
+ "397 REGN Regeneron Health Care \n",
+ "398 RF Regions Financial Corporation Financials \n",
+ "399 RSG Republic Services Industrials \n",
+ "400 RMD ResMed Health Care \n",
+ "401 RVTY Revvity Health Care \n",
+ "402 RHI Robert Half Industrials \n",
+ "403 ROK Rockwell Automation Industrials \n",
+ "404 ROL Rollins, Inc. Industrials \n",
+ "405 ROP Roper Technologies Information Technology \n",
+ "406 ROST Ross Stores Consumer Discretionary \n",
+ "407 RCL Royal Caribbean Group Consumer Discretionary \n",
+ "408 SPGI S&P Global Financials \n",
+ "409 CRM Salesforce Information Technology \n",
+ "410 SBAC SBA Communications Real Estate \n",
+ "411 SLB Schlumberger Energy \n",
+ "412 STX Seagate Technology Information Technology \n",
+ "413 SRE Sempra Energy Utilities \n",
+ "414 NOW ServiceNow Information Technology \n",
+ "415 SHW Sherwin-Williams Materials \n",
+ "416 SPG Simon Property Group Real Estate \n",
+ "417 SWKS Skyworks Solutions Information Technology \n",
+ "418 SJM J.M. Smucker Company (The) Consumer Staples \n",
+ "419 SNA Snap-on Industrials \n",
+ "420 SO Southern Company Utilities \n",
+ "421 LUV Southwest Airlines Industrials \n",
+ "422 SWK Stanley Black & Decker Industrials \n",
+ "423 SBUX Starbucks Consumer Discretionary \n",
+ "424 STT State Street Corporation Financials \n",
+ "425 STLD Steel Dynamics Materials \n",
+ "426 STE Steris Health Care \n",
+ "427 SYK Stryker Corporation Health Care \n",
+ "428 SYF Synchrony Financial Financials \n",
+ "429 SNPS Synopsys Information Technology \n",
+ "430 SYY Sysco Consumer Staples \n",
+ "431 TMUS T-Mobile US Communication Services \n",
+ "432 TROW T. Rowe Price Financials \n",
+ "433 TTWO Take-Two Interactive Communication Services \n",
+ "434 TPR Tapestry, Inc. Consumer Discretionary \n",
+ "435 TRGP Targa Resources Energy \n",
+ "436 TGT Target Corporation Consumer Staples \n",
+ "437 TEL TE Connectivity Information Technology \n",
+ "438 TDY Teledyne Technologies Information Technology \n",
+ "439 TFX Teleflex Health Care \n",
+ "440 TER Teradyne Information Technology \n",
+ "441 TSLA Tesla, Inc. Consumer Discretionary \n",
+ "442 TXN Texas Instruments Information Technology \n",
+ "443 TXT Textron Industrials \n",
+ "444 TMO Thermo Fisher Scientific Health Care \n",
+ "445 TJX TJX Companies Consumer Discretionary \n",
+ "446 TSCO Tractor Supply Consumer Discretionary \n",
+ "447 TT Trane Technologies Industrials \n",
+ "448 TDG TransDigm Group Industrials \n",
+ "449 TRV Travelers Companies (The) Financials \n",
+ "450 TRMB Trimble Inc. Information Technology \n",
+ "451 TFC Truist Financials \n",
+ "452 TYL Tyler Technologies Information Technology \n",
+ "453 TSN Tyson Foods Consumer Staples \n",
+ "454 USB U.S. Bank Financials \n",
+ "455 UBER Uber Industrials \n",
+ "456 UDR UDR, Inc. Real Estate \n",
+ "457 ULTA Ulta Beauty Consumer Discretionary \n",
+ "458 UNP Union Pacific Corporation Industrials \n",
+ "459 UAL United Airlines Holdings Industrials \n",
+ "460 UPS United Parcel Service Industrials \n",
+ "461 URI United Rentals Industrials \n",
+ "462 UNH UnitedHealth Group Health Care \n",
+ "463 UHS Universal Health Services Health Care \n",
+ "464 VLO Valero Energy Energy \n",
+ "465 VTR Ventas Real Estate \n",
+ "466 VLTO Veralto Industrials \n",
+ "467 VRSN Verisign Information Technology \n",
+ "468 VRSK Verisk Industrials \n",
+ "469 VZ Verizon Communication Services \n",
+ "470 VRTX Vertex Pharmaceuticals Health Care \n",
+ "471 VFC VF Corporation Consumer Discretionary \n",
+ "472 VTRS Viatris Health Care \n",
+ "473 VICI Vici Properties Real Estate \n",
+ "474 V Visa Inc. Financials \n",
+ "475 VMC Vulcan Materials Company Materials \n",
+ "476 WRB Berkley Financials \n",
+ "477 WAB Wabtec Industrials \n",
+ "478 WBA Walgreens Boots Alliance Consumer Staples \n",
+ "479 WMT Walmart Consumer Staples \n",
+ "480 DIS Walt Disney Communication Services \n",
+ "481 WBD Warner Bros. Discovery Communication Services \n",
+ "482 WM Waste Management Industrials \n",
+ "483 WAT Waters Corporation Health Care \n",
+ "484 WEC WEC Energy Group Utilities \n",
+ "485 WFC Wells Fargo Financials \n",
+ "486 WELL Welltower Real Estate \n",
+ "487 WST West Pharmaceutical Services Health Care \n",
+ "488 WDC Western Digital Information Technology \n",
+ "489 WRK WestRock Materials \n",
+ "490 WY Weyerhaeuser Real Estate \n",
+ "491 WHR Whirlpool Corporation Consumer Discretionary \n",
+ "492 WMB Williams Companies Energy \n",
+ "493 WTW Willis Towers Watson Financials \n",
+ "494 GWW W. W. Grainger Industrials \n",
+ "495 WYNN Wynn Resorts Consumer Discretionary \n",
+ "496 XEL Xcel Energy Utilities \n",
+ "497 XYL Xylem Inc. Industrials \n",
+ "498 YUM Yum! Brands Consumer Discretionary \n",
+ "499 ZBRA Zebra Technologies Information Technology \n",
+ "500 ZBH Zimmer Biomet Health Care \n",
+ "501 ZION Zions Bancorporation Financials \n",
+ "502 ZTS Zoetis Health Care \n",
"\n",
" GICS Sub-Industry \\\n",
"0 Industrial Conglomerates \n",
"1 Building Products \n",
"2 Health Care Equipment \n",
- "3 Pharmaceuticals \n",
+ "3 Biotechnology \n",
"4 IT Consulting & Other Services \n",
- "5 Interactive Home Entertainment \n",
- "6 Agricultural Products & Services \n",
- "7 Application Software \n",
- "8 Human Resource & Employment Services \n",
- "9 Automotive Retail \n",
- "10 Independent Power Producers & Energy Traders \n",
- "11 Life & Health Insurance \n",
- "12 Health Care Equipment \n",
- "13 Industrial Gases \n",
- "14 Internet Services & Infrastructure \n",
- "15 Passenger Airlines \n",
- "16 Specialty Chemicals \n",
- "17 Office REITs \n",
- "18 Health Care Supplies \n",
- "19 Building Products \n",
- "20 Electric Utilities \n",
- "21 Property & Casualty Insurance \n",
- "22 Interactive Media & Services \n",
- "23 Interactive Media & Services \n",
- "24 Tobacco \n",
- "25 Broadline Retail \n",
- "26 Paper & Plastic Packaging Products & Materials \n",
- "27 Semiconductors \n",
- "28 Multi-Utilities \n",
- "29 Passenger Airlines \n",
- "30 Electric Utilities \n",
- "31 Consumer Finance \n",
- "32 Property & Casualty Insurance \n",
- "33 Telecom Tower REITs \n",
- "34 Water Utilities \n",
- "35 Asset Management & Custody Banks \n",
- "36 Health Care Distributors \n",
- "37 Electrical Components & Equipment \n",
- "38 Biotechnology \n",
- "39 Electronic Components \n",
- "40 Semiconductors \n",
- "41 Application Software \n",
- "42 Insurance Brokers \n",
- "43 Oil & Gas Exploration & Production \n",
- "44 Technology Hardware, Storage & Peripherals \n",
- "45 Semiconductor Materials & Equipment \n",
- "46 Automotive Parts & Equipment \n",
- "47 Reinsurance \n",
- "48 Communications Equipment \n",
- "49 Insurance Brokers \n",
- "50 Multi-line Insurance \n",
- "51 Integrated Telecommunication Services \n",
- "52 Gas Utilities \n",
- "53 Application Software \n",
- "54 Specialty Stores \n",
- "55 Residential REITs \n",
- "56 Paper & Plastic Packaging Products & Materials \n",
- "57 Aerospace & Defense \n",
- "58 Oil & Gas Equipment & Services \n",
- "59 Metal, Glass & Plastic Containers \n",
- "60 Diversified Banks \n",
- "61 Specialty Stores \n",
- "62 Health Care Equipment \n",
- "63 Health Care Equipment \n",
- "64 Property & Casualty Insurance \n",
- "65 Multi-Sector Holdings \n",
- "66 Computer & Electronics Retail \n",
- "67 Life Sciences Tools & Services \n",
- "68 Life Sciences Tools & Services \n",
- "69 Biotechnology \n",
- "70 Asset Management & Custody Banks \n",
- "71 Asset Management & Custody Banks \n",
- "72 Aerospace & Defense \n",
- "73 Hotels, Restaurants & Leisure \n",
- "74 Automotive Parts & Equipment \n",
- "75 Office REITs \n",
- "76 Health Care Equipment \n",
- "77 Pharmaceuticals \n",
- "78 Semiconductors \n",
- "79 Data Processing & Outsourced Services \n",
- "80 Insurance Brokers \n",
- "81 Distillers & Vintners \n",
- "82 Agricultural Products & Services \n",
- "83 Air Freight & Logistics \n",
- "84 Application Software \n",
- "85 Casinos & Gaming \n",
- "86 Residential REITs \n",
- "87 Packaged Foods & Meats \n",
- "88 Consumer Finance \n",
- "89 Health Care Distributors \n",
- "90 Automotive Retail \n",
- "91 Hotels, Resorts & Cruise Lines \n",
- "92 Building Products \n",
- "93 Pharmaceuticals \n",
- "94 Construction Machinery & Heavy Transportation ... \n",
- "95 Financial Exchanges & Data \n",
- "96 Real Estate Services \n",
- "97 Technology Distributors \n",
- "98 Specialty Chemicals \n",
- "99 Managed Health Care \n",
- "100 Multi-Utilities \n",
- "101 Application Software \n",
- "102 Fertilizers & Agricultural Chemicals \n",
- "103 Life Sciences Tools & Services \n",
- "104 Investment Banking & Brokerage \n",
- "105 Cable & Satellite \n",
- "106 Integrated Oil & Gas \n",
- "107 Restaurants \n",
- "108 Property & Casualty Insurance \n",
- "109 Household Products \n",
- "110 Managed Health Care \n",
- "111 Property & Casualty Insurance \n",
- "112 Diversified Support Services \n",
- "113 Communications Equipment \n",
- "114 Diversified Banks \n",
- "115 Regional Banks \n",
- "116 Household Products \n",
- "117 Financial Exchanges & Data \n",
- "118 Multi-Utilities \n",
- "119 Soft Drinks & Non-alcoholic Beverages \n",
- "120 IT Consulting & Other Services \n",
- "121 Household Products \n",
- "122 Cable & Satellite \n",
- "123 Diversified Banks \n",
- "124 Packaged Foods & Meats \n",
- "125 Oil & Gas Exploration & Production \n",
- "126 Electric Utilities \n",
- "127 Distillers & Vintners \n",
- "128 Multi-Utilities \n",
- "129 Health Care Supplies \n",
- "130 Diversified Support Services \n",
- "131 Electronic Components \n",
- "132 Fertilizers & Agricultural Chemicals \n",
- "133 Research & Consulting Services \n",
- "134 Consumer Staples Merchandise Retail \n",
- "135 Oil & Gas Exploration & Production \n",
- "136 Telecom Tower REITs \n",
- "137 Rail Transportation \n",
- "138 Industrial Machinery & Supplies & Components \n",
- "139 Health Care Services \n",
- "140 Homebuilding \n",
- "141 Health Care Equipment \n",
- "142 Restaurants \n",
- "143 Health Care Facilities \n",
- "144 Agricultural & Farm Machinery \n",
- "145 Passenger Airlines \n",
- "146 Health Care Supplies \n",
+ "5 Application Software \n",
+ "6 Semiconductors \n",
+ "7 Independent Power Producers & Energy Traders \n",
+ "8 Life & Health Insurance \n",
+ "9 Life Sciences Tools & Services \n",
+ "10 Industrial Gases \n",
+ "11 Hotels, Resorts & Cruise Lines \n",
+ "12 Internet Services & Infrastructure \n",
+ "13 Specialty Chemicals \n",
+ "14 Office REITs \n",
+ "15 Health Care Supplies \n",
+ "16 Building Products \n",
+ "17 Electric Utilities \n",
+ "18 Property & Casualty Insurance \n",
+ "19 Interactive Media & Services \n",
+ "20 Interactive Media & Services \n",
+ "21 Tobacco \n",
+ "22 Broadline Retail \n",
+ "23 Paper & Plastic Packaging Products & Materials \n",
+ "24 Multi-Utilities \n",
+ "25 Passenger Airlines \n",
+ "26 Electric Utilities \n",
+ "27 Consumer Finance \n",
+ "28 Multi-line Insurance \n",
+ "29 Telecom Tower REITs \n",
+ "30 Water Utilities \n",
+ "31 Asset Management & Custody Banks \n",
+ "32 Electrical Components & Equipment \n",
+ "33 Biotechnology \n",
+ "34 Electronic Components \n",
+ "35 Semiconductors \n",
+ "36 Application Software \n",
+ "37 Insurance Brokers \n",
+ "38 Oil & Gas Exploration & Production \n",
+ "39 Technology Hardware, Storage & Peripherals \n",
+ "40 Semiconductor Materials & Equipment \n",
+ "41 Automotive Parts & Equipment \n",
+ "42 Property & Casualty Insurance \n",
+ "43 Agricultural Products & Services \n",
+ "44 Communications Equipment \n",
+ "45 Insurance Brokers \n",
+ "46 Multi-line Insurance \n",
+ "47 Integrated Telecommunication Services \n",
+ "48 Gas Utilities \n",
+ "49 Application Software \n",
+ "50 Human Resource & Employment Services \n",
+ "51 Automotive Retail \n",
+ "52 Multi-Family Residential REITs \n",
+ "53 Paper & Plastic Packaging Products & Materials \n",
+ "54 Aerospace & Defense \n",
+ "55 Oil & Gas Equipment & Services \n",
+ "56 Metal, Glass & Plastic Containers \n",
+ "57 Diversified Banks \n",
+ "58 Asset Management & Custody Banks \n",
+ "59 Other Specialty Retail \n",
+ "60 Health Care Equipment \n",
+ "61 Health Care Equipment \n",
+ "62 Multi-Sector Holdings \n",
+ "63 Computer & Electronics Retail \n",
+ "64 Life Sciences Tools & Services \n",
+ "65 Life Sciences Tools & Services \n",
+ "66 Biotechnology \n",
+ "67 Asset Management & Custody Banks \n",
+ "68 Asset Management & Custody Banks \n",
+ "69 Aerospace & Defense \n",
+ "70 Hotels, Resorts & Cruise Lines \n",
+ "71 Automotive Parts & Equipment \n",
+ "72 Office REITs \n",
+ "73 Health Care Equipment \n",
+ "74 Pharmaceuticals \n",
+ "75 Semiconductors \n",
+ "76 Data Processing & Outsourced Services \n",
+ "77 Insurance Brokers \n",
+ "78 Distillers & Vintners \n",
+ "79 Building Products \n",
+ "80 Agricultural Products & Services \n",
+ "81 Application Software \n",
+ "82 Casinos & Gaming \n",
+ "83 Multi-Family Residential REITs \n",
+ "84 Packaged Foods & Meats \n",
+ "85 Consumer Finance \n",
+ "86 Health Care Distributors \n",
+ "87 Automotive Retail \n",
+ "88 Hotels, Resorts & Cruise Lines \n",
+ "89 Building Products \n",
+ "90 Pharmaceuticals \n",
+ "91 Construction Machinery & Heavy Transportation ... \n",
+ "92 Financial Exchanges & Data \n",
+ "93 Real Estate Services \n",
+ "94 Technology Distributors \n",
+ "95 Specialty Chemicals \n",
+ "96 Health Care Distributors \n",
+ "97 Managed Health Care \n",
+ "98 Multi-Utilities \n",
+ "99 Human Resource & Employment Services \n",
+ "100 Fertilizers & Agricultural Chemicals \n",
+ "101 Air Freight & Logistics \n",
+ "102 Life Sciences Tools & Services \n",
+ "103 Investment Banking & Brokerage \n",
+ "104 Cable & Satellite \n",
+ "105 Integrated Oil & Gas \n",
+ "106 Restaurants \n",
+ "107 Property & Casualty Insurance \n",
+ "108 Household Products \n",
+ "109 Health Care Services \n",
+ "110 Property & Casualty Insurance \n",
+ "111 Diversified Support Services \n",
+ "112 Communications Equipment \n",
+ "113 Diversified Banks \n",
+ "114 Regional Banks \n",
+ "115 Household Products \n",
+ "116 Financial Exchanges & Data \n",
+ "117 Multi-Utilities \n",
+ "118 Soft Drinks & Non-alcoholic Beverages \n",
+ "119 IT Consulting & Other Services \n",
+ "120 Household Products \n",
+ "121 Cable & Satellite \n",
+ "122 Diversified Banks \n",
+ "123 Packaged Foods & Meats \n",
+ "124 Oil & Gas Exploration & Production \n",
+ "125 Multi-Utilities \n",
+ "126 Distillers & Vintners \n",
+ "127 Electric Utilities \n",
+ "128 Health Care Supplies \n",
+ "129 Diversified Support Services \n",
+ "130 Electronic Components \n",
+ "131 Fertilizers & Agricultural Chemicals \n",
+ "132 Real Estate Services \n",
+ "133 Consumer Staples Merchandise Retail \n",
+ "134 Oil & Gas Exploration & Production \n",
+ "135 Telecom Tower REITs \n",
+ "136 Rail Transportation \n",
+ "137 Construction Machinery & Heavy Transportation ... \n",
+ "138 Health Care Services \n",
+ "139 Life Sciences Tolls & Services \n",
+ "140 Restaurants \n",
+ "141 Health Care Services \n",
+ "142 Agricultural & Farm Machinery \n",
+ "143 Passenger Airlines \n",
+ "144 Health Care Supplies \n",
+ "145 Oil & Gas Exploration & Production \n",
+ "146 Health Care Equipment \n",
"147 Oil & Gas Exploration & Production \n",
- "148 Health Care Equipment \n",
- "149 Oil & Gas Exploration & Production \n",
- "150 Data Center REITs \n",
- "151 Consumer Finance \n",
- "152 Movies & Entertainment \n",
- "153 Consumer Staples Merchandise Retail \n",
- "154 Consumer Staples Merchandise Retail \n",
- "155 Electric Utilities \n",
- "156 Restaurants \n",
- "157 Industrial Machinery & Supplies & Components \n",
- "158 Commodity Chemicals \n",
- "159 Multi-Utilities \n",
- "160 Electric Utilities \n",
- "161 Specialty Chemicals \n",
- "162 IT Consulting & Other Services \n",
- "163 Diversified Chemicals \n",
- "164 Electrical Components & Equipment \n",
- "165 Broadline Retail \n",
- "166 Specialty Chemicals \n",
- "167 Electric Utilities \n",
- "168 Health Care Equipment \n",
- "169 Interactive Home Entertainment \n",
- "170 Managed Health Care \n",
- "171 Pharmaceuticals \n",
- "172 Electrical Components & Equipment \n",
- "173 Electronic Components \n",
- "174 Electric Utilities \n",
- "175 Oil & Gas Exploration & Production \n",
- "176 IT Consulting & Other Services \n",
- "177 Oil & Gas Exploration & Production \n",
- "178 Research & Consulting Services \n",
- "179 Data Center REITs \n",
- "180 Residential REITs \n",
- "181 Residential REITs \n",
- "182 Personal Care Products \n",
- "183 Broadline Retail \n",
- "184 Reinsurance \n",
- "185 Electric Utilities \n",
- "186 Multi-Utilities \n",
- "187 Multi-Utilities \n",
- "188 Hotels, Restaurants & Leisure \n",
- "189 Air Freight & Logistics \n",
- "190 Self-Storage REITs \n",
- "191 Integrated Oil & Gas \n",
- "192 Communications Equipment \n",
- "193 Financial Exchanges & Data \n",
- "194 Application Software \n",
- "195 Building Products \n",
- "196 Retail REITs \n",
- "197 Air Freight & Logistics \n",
- "198 Regional Banks \n",
- "199 Semiconductors \n",
- "200 Electric Utilities \n",
- "201 Transaction & Payment Processing Services \n",
- "202 Transaction & Payment Processing Services \n",
- "203 Transaction & Payment Processing Services \n",
- "204 Fertilizers & Agricultural Chemicals \n",
- "205 Automobile Manufacturers \n",
- "206 Systems Software \n",
- "207 Industrial Machinery & Supplies & Components \n",
- "208 Movies & Entertainment \n",
- "209 Movies & Entertainment \n",
- "210 Asset Management & Custody Banks \n",
- "211 Copper \n",
- "212 Consumer Electronics \n",
- "213 IT Consulting & Other Services \n",
- "214 Health Care Technology \n",
- "215 Application Software \n",
- "216 Electrical Components & Equipment \n",
- "217 Aerospace & Defense \n",
- "218 Industrial Conglomerates \n",
- "219 Packaged Foods & Meats \n",
- "220 Automobile Manufacturers \n",
- "221 Specialty Stores \n",
- "222 Biotechnology \n",
- "223 Life & Health Insurance \n",
- "224 Transaction & Payment Processing Services \n",
- "225 Investment Banking & Brokerage \n",
- "226 Oil & Gas Equipment & Services \n",
- "227 Property & Casualty Insurance \n",
- "228 Leisure Products \n",
- "229 Health Care Facilities \n",
- "230 Health Care REITs \n",
- "231 Health Care Distributors \n",
- "232 Packaged Foods & Meats \n",
- "233 Integrated Oil & Gas \n",
- "234 Technology Hardware, Storage & Peripherals \n",
- "235 Hotels, Resorts & Cruise Lines \n",
- "236 Health Care Equipment \n",
- "237 Home Improvement Retail \n",
- "238 Industrial Conglomerates \n",
- "239 Packaged Foods & Meats \n",
- "240 Hotel & Resort REITs \n",
- "241 Aerospace & Defense \n",
- "242 Technology Hardware, Storage & Peripherals \n",
- "243 Managed Health Care \n",
- "244 Regional Banks \n",
- "245 Aerospace & Defense \n",
- "246 IT Consulting & Other Services \n",
+ "148 Data Center REITs \n",
+ "149 Consumer Finance \n",
+ "150 Consumer Staples Merchandise Retail \n",
+ "151 Consumer Staples Merchandise Retail \n",
+ "152 Multi-Utilities \n",
+ "153 Restaurants \n",
+ "154 Industrial Machinery & Supplies & Components \n",
+ "155 Commodity Chemicals \n",
+ "156 Homebuilding \n",
+ "157 Multi-Utilities \n",
+ "158 Electric Utilities \n",
+ "159 Specialty Chemicals \n",
+ "160 Specialty Chemicals \n",
+ "161 Electrical Components & Equipment \n",
+ "162 Broadline Retail \n",
+ "163 Specialty Chemicals \n",
+ "164 Electric Utilities \n",
+ "165 Health Care Equipment \n",
+ "166 Interactive Home Entertainment \n",
+ "167 Managed Health Care \n",
+ "168 Pharmaceuticals \n",
+ "169 Electrical Components & Equipment \n",
+ "170 Semiconductor Materials & Equipment \n",
+ "171 Electric Utilities \n",
+ "172 Oil & Gas Exploration & Production \n",
+ "173 IT Consulting & Other Services \n",
+ "174 Oil & Gas Exploration & Production \n",
+ "175 Research & Consulting Services \n",
+ "176 Data Center REITs \n",
+ "177 Multi-Family Residential REITs \n",
+ "178 Multi-Family Residential REITs \n",
+ "179 Personal Care Products \n",
+ "180 Broadline Retail \n",
+ "181 Reinsurance \n",
+ "182 Electric Utilities \n",
+ "183 Electric Utilities \n",
+ "184 Electric Utilities \n",
+ "185 Hotels, Resorts & Cruise Lines \n",
+ "186 Air Freight & Logistics \n",
+ "187 Self-Storage REITs \n",
+ "188 Integrated Oil & Gas \n",
+ "189 Communications Equipment \n",
+ "190 Financial Exchanges & Data \n",
+ "191 Application Software \n",
+ "192 Trading Companies & Distributors \n",
+ "193 Retail REITs \n",
+ "194 Air Freight & Logistics \n",
+ "195 Transaction & Payment Processing Services \n",
+ "196 Diversified Banks \n",
+ "197 Semiconductors \n",
+ "198 Electric Utilities \n",
+ "199 Transaction & Payment Processing Services \n",
+ "200 Transaction & Payment Processing Services \n",
+ "201 Fertilizers & Agricultural Chemicals \n",
+ "202 Automobile Manufacturers \n",
+ "203 Systems Software \n",
+ "204 Industrial Machinery & Supplies & Components \n",
+ "205 Broadcasting \n",
+ "206 Broadcasting \n",
+ "207 Asset Management & Custody Banks \n",
+ "208 Copper \n",
+ "209 Consumer Electronics \n",
+ "210 IT Consulting & Other Services \n",
+ "211 Health Care Equipment \n",
+ "212 Systems Software \n",
+ "213 Electrical Components & Equipment \n",
+ "214 Aerospace & Defense \n",
+ "215 Industrial Conglomerates \n",
+ "216 Packaged Foods & Meats \n",
+ "217 Automobile Manufacturers \n",
+ "218 Distributors \n",
+ "219 Biotechnology \n",
+ "220 Transaction & Payment Processing Services \n",
+ "221 Life & Health Insurance \n",
+ "222 Investment Banking & Brokerage \n",
+ "223 Oil & Gas Equipment & Services \n",
+ "224 Property & Casualty Insurance \n",
+ "225 Leisure Products \n",
+ "226 Health Care Facilities \n",
+ "227 Health Care REITs \n",
+ "228 Health Care Distributors \n",
+ "229 Packaged Foods & Meats \n",
+ "230 Integrated Oil & Gas \n",
+ "231 Technology Hardware, Storage & Peripherals \n",
+ "232 Hotels, Resorts & Cruise Lines \n",
+ "233 Health Care Equipment \n",
+ "234 Home Improvement Retail \n",
+ "235 Industrial Conglomerates \n",
+ "236 Packaged Foods & Meats \n",
+ "237 Hotel & Resort REITs \n",
+ "238 Aerospace & Defense \n",
+ "239 Technology Hardware, Storage & Peripherals \n",
+ "240 Industrial Machinery & Supplies & Components \n",
+ "241 Managed Health Care \n",
+ "242 Regional Banks \n",
+ "243 Aerospace & Defense \n",
+ "244 IT Consulting & Other Services \n",
+ "245 Industrial Machinery & Supplies & Components \n",
+ "246 Health Care Equipment \n",
"247 Industrial Machinery & Supplies & Components \n",
- "248 Health Care Equipment \n",
- "249 Industrial Machinery & Supplies & Components \n",
- "250 Life Sciences Tools & Services \n",
- "251 Biotechnology \n",
- "252 Industrial Machinery & Supplies & Components \n",
- "253 Health Care Equipment \n",
- "254 Semiconductors \n",
- "255 Financial Exchanges & Data \n",
- "256 Specialty Chemicals \n",
- "257 Paper & Plastic Packaging Products & Materials \n",
- "258 Advertising \n",
- "259 Application Software \n",
- "260 Health Care Equipment \n",
- "261 Asset Management & Custody Banks \n",
- "262 Residential REITs \n",
- "263 Life Sciences Tools & Services \n",
- "264 Other Specialized REITs \n",
- "265 Cargo Ground Transportation \n",
- "266 Transaction & Payment Processing Services \n",
- "267 Construction & Engineering \n",
- "268 Pharmaceuticals \n",
- "269 Building Products \n",
- "270 Diversified Banks \n",
- "271 Communications Equipment \n",
- "272 Packaged Foods & Meats \n",
+ "248 Life Sciences Tools & Services \n",
+ "249 Biotechnology \n",
+ "250 Industrial Machinery & Supplies & Components \n",
+ "251 Health Care Equipment \n",
+ "252 Semiconductors \n",
+ "253 Financial Exchanges & Data \n",
+ "254 Specialty Chemicals \n",
+ "255 Paper & Plastic Packaging Products & Materials \n",
+ "256 Advertising \n",
+ "257 Application Software \n",
+ "258 Health Care Equipment \n",
+ "259 Asset Management & Custody Banks \n",
+ "260 Single-Family Residential REITs \n",
+ "261 Life Sciences Tools & Services \n",
+ "262 Other Specialized REITs \n",
+ "263 Cargo Ground Transportation \n",
+ "264 Electronic Manufacturing Services \n",
+ "265 Transaction & Payment Processing Services \n",
+ "266 Construction & Engineering \n",
+ "267 Pharmaceuticals \n",
+ "268 Building Products \n",
+ "269 Diversified Banks \n",
+ "270 Communications Equipment \n",
+ "271 Packaged Foods & Meats \n",
+ "272 Personal Care Products \n",
"273 Soft Drinks & Non-alcoholic Beverages \n",
"274 Regional Banks \n",
"275 Electronic Equipment & Instruments \n",
@@ -6483,13 +6483,13 @@
"286 Casinos & Gaming \n",
"287 Diversified Support Services \n",
"288 Homebuilding \n",
- "289 Multi-line Insurance \n",
- "290 Industrial Gases \n",
- "291 Movies & Entertainment \n",
- "292 Distributors \n",
- "293 Aerospace & Defense \n",
- "294 Multi-line Insurance \n",
- "295 Home Improvement Retail \n",
+ "289 Industrial Gases \n",
+ "290 Movies & Entertainment \n",
+ "291 Distributors \n",
+ "292 Aerospace & Defense \n",
+ "293 Multi-line Insurance \n",
+ "294 Home Improvement Retail \n",
+ "295 Apparel, Accessories & Luxury Goods \n",
"296 Specialty Chemicals \n",
"297 Regional Banks \n",
"298 Oil & Gas Exploration & Production \n",
@@ -6513,7 +6513,7 @@
"316 Semiconductors \n",
"317 Semiconductors \n",
"318 Systems Software \n",
- "319 Residential REITs \n",
+ "319 Multi-Family Residential REITs \n",
"320 Biotechnology \n",
"321 Home Furnishings \n",
"322 Managed Health Care \n",
@@ -6529,155 +6529,155 @@
"332 Financial Exchanges & Data \n",
"333 Technology Hardware, Storage & Peripherals \n",
"334 Movies & Entertainment \n",
- "335 Housewares & Specialties \n",
- "336 Gold \n",
+ "335 Gold \n",
+ "336 Publishing \n",
"337 Publishing \n",
- "338 Publishing \n",
- "339 Multi-Utilities \n",
- "340 Apparel, Accessories & Luxury Goods \n",
- "341 Multi-Utilities \n",
- "342 Industrial Machinery & Supplies & Components \n",
- "343 Rail Transportation \n",
- "344 Asset Management & Custody Banks \n",
- "345 Aerospace & Defense \n",
- "346 Hotels, Resorts & Cruise Lines \n",
- "347 Independent Power Producers & Energy Traders \n",
- "348 Steel \n",
- "349 Semiconductors \n",
- "350 Homebuilding \n",
- "351 Semiconductors \n",
- "352 Specialty Stores \n",
- "353 Oil & Gas Exploration & Production \n",
- "354 Cargo Ground Transportation \n",
- "355 Advertising \n",
- "356 Semiconductors \n",
- "357 Oil & Gas Storage & Transportation \n",
- "358 Application Software \n",
- "359 Pharmaceuticals \n",
- "360 Industrial Machinery & Supplies & Components \n",
- "361 Construction Machinery & Heavy Transportation ... \n",
- "362 Paper & Plastic Packaging Products & Materials \n",
- "363 Application Software \n",
- "364 Movies & Entertainment \n",
- "365 Industrial Machinery & Supplies & Components \n",
- "366 Human Resource & Employment Services \n",
- "367 Application Software \n",
- "368 Transaction & Payment Processing Services \n",
- "369 Industrial Machinery & Supplies & Components \n",
- "370 Soft Drinks & Non-alcoholic Beverages \n",
- "371 Pharmaceuticals \n",
- "372 Multi-Utilities \n",
- "373 Tobacco \n",
- "374 Oil & Gas Refining & Marketing \n",
- "375 Multi-Utilities \n",
- "376 Oil & Gas Exploration & Production \n",
- "377 Regional Banks \n",
- "378 Distributors \n",
- "379 Specialty Chemicals \n",
- "380 Electric Utilities \n",
- "381 Life & Health Insurance \n",
- "382 Personal Care Products \n",
- "383 Property & Casualty Insurance \n",
- "384 Industrial REITs \n",
- "385 Life & Health Insurance \n",
- "386 Electric Utilities \n",
- "387 Application Software \n",
- "388 Self-Storage REITs \n",
- "389 Homebuilding \n",
+ "338 Multi-Utilities \n",
+ "339 Apparel, Accessories & Luxury Goods \n",
+ "340 Multi-Utilities \n",
+ "341 Industrial Machinery & Supplies & Components \n",
+ "342 Rail Transportation \n",
+ "343 Asset Management & Custody Banks \n",
+ "344 Aerospace & Defense \n",
+ "345 Hotels, Resorts & Cruise Lines \n",
+ "346 Independent Power Producers & Energy Traders \n",
+ "347 Steel \n",
+ "348 Semiconductors \n",
+ "349 Homebuilding \n",
+ "350 Semiconductors \n",
+ "351 Automotive Retail \n",
+ "352 Oil & Gas Exploration & Production \n",
+ "353 Cargo Ground Transportation \n",
+ "354 Advertising \n",
+ "355 Semiconductors \n",
+ "356 Oil & Gas Storage & Transportation \n",
+ "357 Application Software \n",
+ "358 Industrial Machinery & Supplies & Components \n",
+ "359 Construction Machinery & Heavy Transportation ... \n",
+ "360 Paper & Plastic Packaging Products & Materials \n",
+ "361 Systems Software \n",
+ "362 Movies & Entertainment \n",
+ "363 Industrial Machinery & Supplies & Components \n",
+ "364 Human Resource & Employment Services \n",
+ "365 Human Resource & Employment Services \n",
+ "366 Transaction & Payment Processing Services \n",
+ "367 Industrial Machinery & Supplies & Components \n",
+ "368 Soft Drinks & Non-alcoholic Beverages \n",
+ "369 Pharmaceuticals \n",
+ "370 Multi-Utilities \n",
+ "371 Tobacco \n",
+ "372 Oil & Gas Refining & Marketing \n",
+ "373 Multi-Utilities \n",
+ "374 Oil & Gas Exploration & Production \n",
+ "375 Regional Banks \n",
+ "376 Distributors \n",
+ "377 Specialty Chemicals \n",
+ "378 Electric Utilities \n",
+ "379 Life & Health Insurance \n",
+ "380 Personal Care Products \n",
+ "381 Property & Casualty Insurance \n",
+ "382 Industrial REITs \n",
+ "383 Life & Health Insurance \n",
+ "384 Electric Utilities \n",
+ "385 Application Software \n",
+ "386 Self-Storage REITs \n",
+ "387 Homebuilding \n",
+ "388 Semiconductors \n",
+ "389 Construction & Engineering \n",
"390 Semiconductors \n",
- "391 Construction & Engineering \n",
- "392 Semiconductors \n",
- "393 Health Care Services \n",
- "394 Apparel, Accessories & Luxury Goods \n",
- "395 Investment Banking & Brokerage \n",
- "396 Aerospace & Defense \n",
- "397 Retail REITs \n",
- "398 Retail REITs \n",
- "399 Biotechnology \n",
- "400 Regional Banks \n",
- "401 Environmental & Facilities Services \n",
- "402 Health Care Equipment \n",
- "403 Health Care Equipment \n",
- "404 Human Resource & Employment Services \n",
- "405 Electrical Components & Equipment \n",
- "406 Environmental & Facilities Services \n",
- "407 Electronic Equipment & Instruments \n",
- "408 Apparel Retail \n",
- "409 Hotels, Resorts & Cruise Lines \n",
- "410 Financial Exchanges & Data \n",
- "411 Application Software \n",
- "412 Telecom Tower REITs \n",
- "413 Oil & Gas Equipment & Services \n",
- "414 Technology Hardware, Storage & Peripherals \n",
- "415 Paper & Plastic Packaging Products & Materials \n",
- "416 Multi-Utilities \n",
- "417 Systems Software \n",
- "418 Specialty Chemicals \n",
- "419 Retail REITs \n",
- "420 Semiconductors \n",
- "421 Packaged Foods & Meats \n",
+ "391 Health Care Services \n",
+ "392 Apparel, Accessories & Luxury Goods \n",
+ "393 Investment Banking & Brokerage \n",
+ "394 Aerospace & Defense \n",
+ "395 Retail REITs \n",
+ "396 Retail REITs \n",
+ "397 Biotechnology \n",
+ "398 Regional Banks \n",
+ "399 Environmental & Facilities Services \n",
+ "400 Health Care Equipment \n",
+ "401 Health Care Equipment \n",
+ "402 Human Resource & Employment Services \n",
+ "403 Electrical Components & Equipment \n",
+ "404 Environmental & Facilities Services \n",
+ "405 Electronic Equipment & Instruments \n",
+ "406 Apparel Retail \n",
+ "407 Hotels, Resorts & Cruise Lines \n",
+ "408 Financial Exchanges & Data \n",
+ "409 Application Software \n",
+ "410 Telecom Tower REITs \n",
+ "411 Oil & Gas Equipment & Services \n",
+ "412 Technology Hardware, Storage & Peripherals \n",
+ "413 Multi-Utilities \n",
+ "414 Systems Software \n",
+ "415 Specialty Chemicals \n",
+ "416 Retail REITs \n",
+ "417 Semiconductors \n",
+ "418 Packaged Foods & Meats \n",
+ "419 Industrial Machinery & Supplies & Components \n",
+ "420 Electric Utilities \n",
+ "421 Passenger Airlines \n",
"422 Industrial Machinery & Supplies & Components \n",
- "423 Semiconductor Materials & Equipment \n",
- "424 Electric Utilities \n",
- "425 Passenger Airlines \n",
- "426 Industrial Machinery & Supplies & Components \n",
- "427 Restaurants \n",
- "428 Asset Management & Custody Banks \n",
- "429 Steel \n",
- "430 Health Care Equipment \n",
- "431 Health Care Equipment \n",
- "432 Consumer Finance \n",
- "433 Application Software \n",
- "434 Food Distributors \n",
- "435 Wireless Telecommunication Services \n",
- "436 Asset Management & Custody Banks \n",
- "437 Interactive Home Entertainment \n",
- "438 Apparel, Accessories & Luxury Goods \n",
- "439 Oil & Gas Storage & Transportation \n",
- "440 Consumer Staples Merchandise Retail \n",
- "441 Electronic Manufacturing Services \n",
- "442 Electronic Equipment & Instruments \n",
- "443 Health Care Equipment \n",
- "444 Semiconductor Materials & Equipment \n",
- "445 Automobile Manufacturers \n",
- "446 Semiconductors \n",
- "447 Aerospace & Defense \n",
- "448 Life Sciences Tools & Services \n",
- "449 Apparel Retail \n",
- "450 Specialty Stores \n",
- "451 Building Products \n",
- "452 Aerospace & Defense \n",
- "453 Property & Casualty Insurance \n",
- "454 Electronic Equipment & Instruments \n",
- "455 Regional Banks \n",
- "456 Application Software \n",
- "457 Packaged Foods & Meats \n",
- "458 Diversified Banks \n",
- "459 Residential REITs \n",
- "460 Specialty Stores \n",
- "461 Rail Transportation \n",
- "462 Passenger Airlines \n",
- "463 Air Freight & Logistics \n",
- "464 Trading Companies & Distributors \n",
- "465 Managed Health Care \n",
- "466 Health Care Facilities \n",
- "467 Oil & Gas Refining & Marketing \n",
- "468 Health Care REITs \n",
- "469 Internet Services & Infrastructure \n",
- "470 Research & Consulting Services \n",
- "471 Integrated Telecommunication Services \n",
- "472 Biotechnology \n",
- "473 Apparel, Accessories & Luxury Goods \n",
- "474 Pharmaceuticals \n",
- "475 Hotel & Resort REITs \n",
- "476 Transaction & Payment Processing Services \n",
- "477 Construction Materials \n",
- "478 Construction Machinery & Heavy Transportation ... \n",
- "479 Drug Retail \n",
- "480 Consumer Staples Merchandise Retail \n",
+ "423 Restaurants \n",
+ "424 Asset Management & Custody Banks \n",
+ "425 Steel \n",
+ "426 Health Care Equipment \n",
+ "427 Health Care Equipment \n",
+ "428 Consumer Finance \n",
+ "429 Application Software \n",
+ "430 Food Distributors \n",
+ "431 Wireless Telecommunication Services \n",
+ "432 Asset Management & Custody Banks \n",
+ "433 Interactive Home Entertainment \n",
+ "434 Apparel, Accessories & Luxury Goods \n",
+ "435 Oil & Gas Storage & Transportation \n",
+ "436 Consumer Staples Merchandise Retail \n",
+ "437 Electronic Manufacturing Services \n",
+ "438 Electronic Equipment & Instruments \n",
+ "439 Health Care Equipment \n",
+ "440 Semiconductor Materials & Equipment \n",
+ "441 Automobile Manufacturers \n",
+ "442 Semiconductors \n",
+ "443 Aerospace & Defense \n",
+ "444 Life Sciences Tools & Services \n",
+ "445 Apparel Retail \n",
+ "446 Specialty Stores \n",
+ "447 Building Products \n",
+ "448 Aerospace & Defense \n",
+ "449 Property & Casualty Insurance \n",
+ "450 Electronic Equipment & Instruments \n",
+ "451 Regional Banks \n",
+ "452 Application Software \n",
+ "453 Packaged Foods & Meats \n",
+ "454 Diversified Banks \n",
+ "455 Passenger Ground Transportation \n",
+ "456 Multi-Family Residential REITs \n",
+ "457 Specialty Stores \n",
+ "458 Rail Transportation \n",
+ "459 Passenger Airlines \n",
+ "460 Air Freight & Logistics \n",
+ "461 Trading Companies & Distributors \n",
+ "462 Managed Health Care \n",
+ "463 Health Care Facilities \n",
+ "464 Oil & Gas Refining & Marketing \n",
+ "465 Health Care REITs \n",
+ "466 Environmental & Facilities Services \n",
+ "467 Internet Services & Infrastructure \n",
+ "468 Research & Consulting Services \n",
+ "469 Integrated Telecommunication Services \n",
+ "470 Biotechnology \n",
+ "471 Apparel, Accessories & Luxury Goods \n",
+ "472 Pharmaceuticals \n",
+ "473 Hotel & Resort REITs \n",
+ "474 Transaction & Payment Processing Services \n",
+ "475 Construction Materials \n",
+ "476 Property & Casualty Insurance \n",
+ "477 Construction Machinery & Heavy Transportation ... \n",
+ "478 Drug Retail \n",
+ "479 Consumer Staples Merchandise Retail \n",
+ "480 Movies & Entertainment \n",
"481 Broadcasting \n",
"482 Environmental & Facilities Services \n",
- "483 Health Care Distributors \n",
+ "483 Life Sciences Tools & Services \n",
"484 Electric Utilities \n",
"485 Diversified Banks \n",
"486 Health Care REITs \n",
@@ -6698,1015 +6698,1015 @@
"501 Regional Banks \n",
"502 Pharmaceuticals \n",
"\n",
- " Headquarters Location Date added \\\n",
- "0 Saint Paul, Minnesota 1957-03-04 \n",
- "1 Milwaukee, Wisconsin 2017-07-26 \n",
- "2 North Chicago, Illinois 1957-03-04 \n",
- "3 North Chicago, Illinois 2012-12-31 \n",
- "4 Dublin, Ireland 2011-07-06 \n",
- "5 Santa Monica, California 2015-08-31 \n",
- "6 Chicago, Illinois 1957-03-04 \n",
- "7 San Jose, California 1997-05-05 \n",
- "8 Roseland, New Jersey 1981-03-31 \n",
- "9 Raleigh, North Carolina 2015-07-09 \n",
- "10 Arlington, Virginia 1998-10-02 \n",
- "11 Columbus, Georgia 1999-05-28 \n",
- "12 Santa Clara, California 2000-06-05 \n",
- "13 Allentown, Pennsylvania 1985-04-30 \n",
- "14 Cambridge, Massachusetts 2007-07-12 \n",
- "15 SeaTac, Washington 2016-05-13 \n",
- "16 Charlotte, North Carolina 2016-07-01 \n",
- "17 Pasadena, California 2017-03-20 \n",
- "18 Tempe, Arizona 2017-06-19 \n",
- "19 New York City, New York 2013-12-02 \n",
- "20 Madison, Wisconsin 2016-07-01 \n",
- "21 Glenview, Illinois 1995-07-13 \n",
- "22 Mountain View, California 2014-04-03 \n",
- "23 Mountain View, California 2006-04-03 \n",
- "24 Richmond, Virginia 1957-03-04 \n",
- "25 Seattle, Washington 2005-11-18 \n",
- "26 Warmley, Bristol, United Kingdom 2019-06-07 \n",
- "27 Santa Clara, California 2017-03-20 \n",
- "28 St. Louis, Missouri 1991-09-19 \n",
- "29 Fort Worth, Texas 2015-03-23 \n",
- "30 Columbus, Ohio 1957-03-04 \n",
- "31 New York City, New York 1976-06-30 \n",
- "32 New York City, New York 1980-03-31 \n",
- "33 Boston, Massachusetts 2007-11-19 \n",
- "34 Camden, New Jersey 2016-03-04 \n",
- "35 Minneapolis, Minnesota 2005-10-03 \n",
- "36 Conshohocken, Pennsylvania 2001-08-30 \n",
- "37 Berwyn, Pennsylvania 2013-09-23 \n",
- "38 Thousand Oaks, California 1992-01-02 \n",
- "39 Wallingford, Connecticut 2008-09-30 \n",
- "40 Wilmington, Massachusetts 1999-10-12 \n",
- "41 Canonsburg, Pennsylvania 2017-06-19 \n",
- "42 London, UK 1996-04-23 \n",
- "43 Houston, Texas 1997-07-28 \n",
- "44 Cupertino, California 1982-11-30 \n",
- "45 Santa Clara, California 1995-03-16 \n",
- "46 Dublin, Ireland 2012-12-24 \n",
- "47 Hamilton, Bermuda 2022-11-01 \n",
- "48 Santa Clara, California 2018-08-28 \n",
- "49 Rolling Meadows, Illinois 2016-05-31 \n",
- "50 New York City, New York 2007-04-10 \n",
- "51 Dallas, Texas 1983-11-30 \n",
- "52 Dallas, Texas 2019-02-15 \n",
- "53 San Francisco, California 1989-12-01 \n",
- "54 Memphis, Tennessee 1997-01-02 \n",
- "55 Arlington, Virginia 2007-01-10 \n",
- "56 Glendale, California 1987-12-31 \n",
- "57 Scottsdale, Arizona 2023-05-04 \n",
- "58 Houston, Texas 2017-07-07 \n",
- "59 Broomfield, Colorado 1984-10-31 \n",
- "60 Charlotte, North Carolina 1976-06-30 \n",
- "61 Columbus, Ohio 1983-09-30 \n",
- "62 Deerfield, Illinois 1972-09-30 \n",
- "63 Franklin Lakes, New Jersey 1972-09-30 \n",
- "64 Greenwich, Connecticut 2019-12-05 \n",
- "65 Omaha, Nebraska 2010-02-16 \n",
- "66 Richfield, Minnesota 1999-06-29 \n",
- "67 Hercules, California 2020-06-22 \n",
- "68 Minneapolis, Minnesota 2021-08-30 \n",
- "69 Cambridge, Massachusetts 2003-11-13 \n",
- "70 New York City, New York 2011-04-04 \n",
- "71 New York City, New York 1995-03-31 \n",
- "72 Chicago, Illinois 1957-03-04 \n",
- "73 Norwalk, Connecticut 2009-11-06 \n",
- "74 Auburn Hills, Michigan 2011-12-19 \n",
- "75 Boston, Massachusetts 2006-04-03 \n",
- "76 Marlborough, Massachusetts 1995-02-24 \n",
- "77 New York City, New York 1957-03-04 \n",
- "78 San Jose, California 2014-05-08 \n",
- "79 Lake Success, New York 2018-06-18 \n",
- "80 Daytona Beach, Florida 2021-09-20 \n",
- "81 Louisville, Kentucky 1982-10-31 \n",
- "82 Chesterfield, Missouri 2023-03-15 \n",
- "83 Eden Prairie, Minnesota 2007-03-02 \n",
- "84 San Jose, California 2017-09-18 \n",
- "85 Reno, Nevada 2021-03-22 \n",
- "86 Houston, Texas 2022-04-04 \n",
- "87 Camden, New Jersey 1957-03-04 \n",
- "88 Tysons Corner, Virginia 1998-07-01 \n",
- "89 Dublin, Ohio 1997-05-27 \n",
- "90 Richmond, Virginia 2010-06-28 \n",
- "91 Miami, Florida 1998-12-22 \n",
- "92 Palm Beach Gardens, Florida 2020-04-03 \n",
- "93 Somerset, New Jersey 2020-09-21 \n",
- "94 Irving, Texas 1957-03-04 \n",
- "95 Chicago, Illinois 2017-03-01 \n",
- "96 Dallas, Texas 2006-11-10 \n",
- "97 Lincolnshire, Illinois 2019-09-23 \n",
- "98 Irving, Texas 2018-12-24 \n",
- "99 St. Louis, Missouri 2016-03-30 \n",
- "100 Houston, Texas 1985-07-31 \n",
- "101 Minneapolis, Minnesota 2021-09-20 \n",
- "102 Deerfield, Illinois 2008-08-27 \n",
- "103 Wilmington, Massachusetts 2021-05-14 \n",
- "104 Westlake, Texas 1997-06-02 \n",
- "105 Stamford, Connecticut 2016-09-08 \n",
- "106 San Ramon, California 1957-03-04 \n",
- "107 Newport Beach, California 2011-04-28 \n",
- "108 Zurich, Switzerland 2010-07-15 \n",
- "109 Ewing, New Jersey 2015-12-29 \n",
- "110 Bloomfield, Connecticut 1976-06-30 \n",
- "111 Fairfield, Ohio 1997-12-18 \n",
- "112 Mason, Ohio 2001-03-01 \n",
- "113 San Jose, California 1993-12-01 \n",
- "114 New York City, New York 1988-05-31 \n",
- "115 Providence, Rhode Island 2016-01-29 \n",
- "116 Oakland, California 1969-03-31 \n",
- "117 Chicago, Illinois 2006-08-11 \n",
- "118 Jackson, Michigan 1957-03-04 \n",
- "119 Atlanta, Georgia 1957-03-04 \n",
- "120 Teaneck, New Jersey 2006-11-17 \n",
- "121 New York City, New York 1957-03-04 \n",
- "122 Philadelphia, Pennsylvania 2002-11-19 \n",
- "123 Dallas, Texas 1995-12-01 \n",
- "124 Chicago, Illinois 1983-08-31 \n",
- "125 Houston, Texas 1957-03-04 \n",
- "126 New York City, New York 1957-03-04 \n",
- "127 Victor, New York 2005-07-01 \n",
- "128 Baltimore, Maryland 2022-02-02 \n",
- "129 San Ramon, California 2016-09-23 \n",
- "130 Dallas, Texas 2018-07-02 \n",
- "131 Corning, New York 1995-02-27 \n",
- "132 Indianapolis, Indiana 2019-06-03 \n",
- "133 Washington, D.C. 2022-09-19 \n",
- "134 Issaquah, Washington 1993-10-01 \n",
- "135 Houston, Texas 2008-06-23 \n",
- "136 Houston, Texas 2012-03-14 \n",
- "137 Jacksonville, Florida 1957-03-04 \n",
- "138 Columbus, Indiana 1965-03-31 \n",
- "139 Woonsocket, Rhode Island 1957-03-04 \n",
- "140 Arlington, Texas 2005-06-22 \n",
- "141 Washington, D.C. 1998-11-18 \n",
- "142 Orlando, Florida 1995-05-31 \n",
- "143 Denver, Colorado 2008-07-31 \n",
- "144 Moline, Illinois 1957-03-04 \n",
- "145 Atlanta, Georgia 2013-09-11 \n",
- "146 Charlotte, North Carolina 2008-11-14 \n",
- "147 Oklahoma City, Oklahoma 2000-08-30 \n",
- "148 San Diego, California 2020-05-12 \n",
- "149 Midland, Texas 2018-12-03 \n",
- "150 Austin, Texas 2016-05-18 \n",
- "151 Riverwoods, Illinois 2007-07-02 \n",
- "152 Burbank, California 1976-06-30 \n",
- "153 Goodlettsville, Tennessee 2012-12-03 \n",
- "154 Chesapeake, Virginia 2011-12-19 \n",
- "155 Richmond, Virginia NaN \n",
- "156 Ann Arbor, Michigan 2020-05-12 \n",
- "157 Downers Grove, Illinois 1985-10-31 \n",
- "158 Midland, Michigan 2019-04-01 \n",
- "159 Detroit, Michigan 1957-03-04 \n",
- "160 Charlotte, North Carolina 1976-06-30 \n",
- "161 Wilmington, Delaware 2019-04-02 \n",
- "162 Tysons Corner, Virginia 2017-04-04 \n",
- "163 Kingsport, Tennessee 1994-01-01 \n",
- "164 Dublin, Ireland 1957-03-04 \n",
- "165 San Jose, California 2002-07-22 \n",
- "166 Saint Paul, Minnesota 1989-01-31 \n",
- "167 Rosemead, California 1957-03-04 \n",
- "168 Irvine, California 2011-04-01 \n",
- "169 Redwood City, California 2002-07-22 \n",
- "170 Indianapolis, Indiana 2002-07-25 \n",
- "171 Indianapolis, Indiana 1970-12-31 \n",
- "172 Ferguson, Missouri 1965-03-31 \n",
- "173 Fremont, California 2021-01-07 \n",
- "174 New Orleans, Louisiana 1957-03-04 \n",
- "175 Houston, Texas 2000-11-02 \n",
- "176 Newtown, Pennsylvania 2021-12-14 \n",
- "177 Pittsburgh, Pennsylvania 2022-10-03 \n",
- "178 Atlanta, Georgia 1997-06-19 \n",
- "179 Redwood City, California 2015-03-20 \n",
- "180 Chicago, Illinois 2001-12-03 \n",
- "181 San Mateo, California 2014-04-02 \n",
- "182 New York City, New York 2006-01-05 \n",
- "183 New York City, New York 2020-09-21 \n",
- "184 Hamilton, Bermuda 2017-06-19 \n",
- "185 Kansas City, Missouri 2018-06-05 \n",
- "186 Hartford, Connecticut 2009 \n",
- "187 Chicago, Illinois 1957-03-04 \n",
- "188 Seattle, Washington 2007-10-02 \n",
- "189 Seattle, Washington 2007-10-10 \n",
- "190 Salt Lake City, Utah 2016-01-19 \n",
- "191 Irving, Texas 1957-03-04 \n",
- "192 Seattle, Washington 2010-12-20 \n",
- "193 Norwalk, Connecticut 2021-12-20 \n",
- "194 Bozeman, Montana 2023-03-20 \n",
- "195 Winona, Minnesota 2008-09-15 \n",
- "196 Rockville, Maryland 2016-02-01 \n",
- "197 Memphis, Tennessee 1980-12-31 \n",
- "198 Cincinnati, Ohio 1996-03-29 \n",
- "199 Tempe, Arizona 2022-12-19 \n",
- "200 Akron, Ohio 1997-11-28 \n",
- "201 Jacksonville, Florida 2006-11-10 \n",
- "202 Brookfield, Wisconsin 2001-04-02 \n",
- "203 Atlanta, Georgia 2018-06-20 \n",
- "204 Philadelphia, Pennsylvania 2009-08-19 \n",
- "205 Dearborn, Michigan 1957-03-04 \n",
- "206 Sunnyvale, California 2018-10-11 \n",
- "207 Everett, Washington 2016-07-01 \n",
- "208 New York City, New York 2013-07-01 \n",
- "209 New York City, New York 2015-09-18 \n",
- "210 San Mateo, California 1998-04-30 \n",
- "211 Phoenix, Arizona NaN \n",
- "212 Schaffhausen, Switzerland 2012-12-12 \n",
- "213 Stamford, Connecticut 2017-04-05 \n",
- "214 Chicago, Illinois 2023-01-04 \n",
- "215 Tempe, Arizona 2003-03-25 \n",
- "216 Waukesha, Wisconsin 2021-03-22 \n",
- "217 Falls Church, Virginia 1957-03-04 \n",
- "218 Boston, Massachusetts 1957-03-04 \n",
- "219 Golden Valley, Minnesota 1957-03-04 \n",
- "220 Detroit, Michigan 2013-06-06 \n",
- "221 Atlanta, Georgia 1973-12-31 \n",
- "222 Foster City, California 2004-07-01 \n",
- "223 McKinney, Texas 1989-04-30 \n",
- "224 Atlanta, Georgia 2016-04-25 \n",
- "225 New York City, New York 2002-07-22 \n",
- "226 Houston, Texas 1957-03-04 \n",
- "227 Hartford, Connecticut 1957-03-04 \n",
- "228 Pawtucket, Rhode Island 1984-09-30 \n",
- "229 Nashville, Tennessee 2015-01-27 \n",
- "230 Long Beach, California 2008-03-31 \n",
- "231 Melville, New York 2015-03-17 \n",
- "232 Hershey, Pennsylvania 1957-03-04 \n",
- "233 New York City, New York 1984-05-31 \n",
- "234 Houston, Texas 2015-11-02 \n",
- "235 Tysons Corner, Virginia 2017-06-19 \n",
- "236 Marlborough, Massachusetts 2016-03-30 \n",
- "237 Atlanta, Georgia 1988-03-31 \n",
- "238 Charlotte, North Carolina 1957-03-04 \n",
- "239 Austin, Minnesota 2009-03-04 \n",
- "240 Bethesda, Maryland 2007-03-20 \n",
- "241 Pittsburgh, Pennsylvania 1957-03-04 \n",
- "242 Palo Alto, California 1974-12-31 \n",
- "243 Louisville, Kentucky NaN \n",
- "244 Columbus, Ohio; Detroit, Michigan 1997-08-28 \n",
- "245 Newport News, Virginia 2018-01-03 \n",
- "246 Armonk, New York 1957-03-04 \n",
- "247 Lake Forest, Illinois 2019-08-09 \n",
- "248 Westbrook, Maine 2017-01-05 \n",
- "249 Glenview, Illinois 1986-02-28 \n",
- "250 San Diego, California 2015-11-19 \n",
- "251 Wilmington, Delaware 2017-02-28 \n",
- "252 Davidson, North Carolina 2020-03-03 \n",
- "253 Acton, Massachusetts 2023-03-15 \n",
- "254 Santa Clara, California 1976-12-31 \n",
- "255 Atlanta, Georgia 2007-09-26 \n",
- "256 New York City, New York 1976-03-31 \n",
- "257 Memphis, Tennessee 1957-03-04 \n",
- "258 New York City, New York 1992-10-01 \n",
- "259 Mountain View, California 2000-12-05 \n",
- "260 Sunnyvale, California 2008-06-02 \n",
- "261 Atlanta, Georgia 2008-08-21 \n",
- "262 Dallas, Texas 2022-09-19 \n",
- "263 Durham, North Carolina 2017-08-29 \n",
- "264 Boston, Massachusetts 2009-01-06 \n",
- "265 Lowell, Arkansas 2015-07-01 \n",
- "266 Monett, Missouri 2018-11-13 \n",
- "267 Dallas, Texas 2007-10-26 \n",
- "268 New Brunswick, New Jersey 1973-06-30 \n",
- "269 Cork, Ireland 2010-08-27 \n",
- "270 New York City, New York 1975-06-30 \n",
- "271 Sunnyvale, California 2006-06-02 \n",
- "272 Battle Creek, Michigan 1989-09-11 \n",
- "273 Burlington, Massachusetts 2022-06-21 \n",
- "274 Cleveland, Ohio 1994-03-01 \n",
- "275 Santa Rosa, California 2018-11-06 \n",
- "276 Irving, Texas 1957-03-04 \n",
- "277 New Hyde Park, New York 2006-04-04 \n",
- "278 Houston, Texas 2012-05-25 \n",
- "279 Milpitas, California 1997-09-30 \n",
- "280 Chicago, Illinois; Pittsburgh, Pennsylvania 2015-07-06 \n",
- "281 Cincinnati, Ohio 1957-03-04 \n",
- "282 Melbourne, Florida 2008-09-22 \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 Reston, Virginia 2019-08-09 \n",
- "288 Miami, Florida 2005-10-04 \n",
- "289 Radnor, Pennsylvania 1976-06-30 \n",
- "290 Guildford, United Kingdom 1992-07-01 \n",
- "291 Beverly Hills, California 2019-12-23 \n",
- "292 Chicago, Illinois 2016-05-23 \n",
- "293 Bethesda, Maryland 1957-03-04 \n",
- "294 New York City, New York 1995-05-31 \n",
- "295 Mooresville, North Carolina 1984-02-29 \n",
- "296 Rotterdam, Netherlands 2012-09-05 \n",
- "297 Buffalo, New York 2004-02-23 \n",
- "298 Houston, Texas 1957-03-04 \n",
- "299 Findlay, Ohio 2011-07-01 \n",
- "300 New York City, New York 2019-07-01 \n",
- "301 Bethesda, Maryland 1998-05-29 \n",
- "302 New York City, 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 Dallas, Texas 2021-09-20 \n",
- "307 Hunt Valley, Maryland 2003-03-20 \n",
- "308 Chicago, Illinois 1970-06-30 \n",
- "309 Irving, Texas 1999-01-13 \n",
- "310 Dublin, Ireland 1986-10-31 \n",
- "311 Kenilworth, New Jersey 1957-03-04 \n",
- "312 Menlo Park, California 2013-12-23 \n",
- "313 New York City, New York 2000-12-11 \n",
- "314 Columbus, Ohio 2016-09-06 \n",
- "315 Paradise, Nevada 2017-07-26 \n",
- "316 Chandler, Arizona 2007-09-07 \n",
- "317 Boise, Idaho 1994-09-27 \n",
- "318 Redmond, Washington 1994-06-01 \n",
- "319 Memphis, Tennessee 2016-12-02 \n",
- "320 Cambridge, Massachusetts 2021-07-21 \n",
- "321 Calhoun, Georgia 2013-12-23 \n",
- "322 Long Beach, California 2022-03-02 \n",
- "323 Chicago, Illinois 1976-06-30 \n",
- "324 Chicago, Illinois 2012-10-02 \n",
- "325 Kirkland, Washington 2021-02-12 \n",
- "326 Corona, California 2012-06-28 \n",
- "327 New York City, New York 1998-07-01 \n",
- "328 New York City, New York 1993-07-29 \n",
- "329 Tampa, Florida 2011-09-26 \n",
- "330 Chicago, Illinois 1957-03-04 \n",
- "331 New York City, New York 2018-04-04 \n",
- "332 New York City, New York 2008-10-22 \n",
- "333 San Jose, 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 City, New York 2013-08-01 \n",
- "338 New York City, New York 2015-09-18 \n",
- "339 Juno Beach, Florida 1976-06-30 \n",
- "340 Washington County, Oregon 1988-11-30 \n",
- "341 Merrillville, Indiana 2000-11-02 \n",
- "342 Westlake, Ohio 2022-02-15 \n",
- "343 Atlanta, Georgia 1957-03-04 \n",
- "344 Chicago, Illinois 1998-01-30 \n",
- "345 West Falls Church, Virginia 1957-03-04 \n",
- "346 Miami, Florida 2017-10-13 \n",
- "347 Houston, Texas 2010-01-29 \n",
- "348 Charlotte, North Carolina 1985-04-30 \n",
- "349 Santa Clara, California 2001-11-30 \n",
- "350 Reston, Virginia 2019-09-26 \n",
- "351 Eindhoven, Netherlands 2021-03-22 \n",
- "352 Springfield, Missouri 2009-03-27 \n",
- "353 Houston, Texas 1957-03-04 \n",
- "354 Thomasville, North Carolina 2019-12-09 \n",
- "355 New York City, New York 1997-12-31 \n",
- "356 Phoenix, Arizona 2022-06-21 \n",
- "357 Tulsa, Oklahoma 2010-03-15 \n",
- "358 Austin, Texas 1989-08-31 \n",
- "359 Jersey City, New Jersey 2021-06-03 \n",
- "360 Farmington, Connecticut 2020-04-03 \n",
- "361 Bellevue, Washington 1980-12-31 \n",
- "362 Lake Forest, Illinois 2017-07-26 \n",
- "363 Santa Clara, California 2023-06-20 \n",
- "364 New York City, New York 1994-09-30 \n",
- "365 Cleveland, Ohio 1985-11-30 \n",
- "366 Penfield, New York 1998-10-01 \n",
- "367 Oklahoma City, Oklahoma 2020-01-28 \n",
- "368 San Jose, California 2015-07-20 \n",
- "369 Worsley, United Kingdom 2012-10-01 \n",
- "370 Purchase, New York 1957-03-04 \n",
- "371 New York City, New York 1957-03-04 \n",
- "372 San Francisco, California 2022-10-03 \n",
- "373 New York City, New York 2008-03-31 \n",
- "374 Houston, Texas 2012-05-01 \n",
- "375 Phoenix, Arizona 1999-10-04 \n",
- "376 Irving, Texas 2008-09-24 \n",
- "377 Pittsburgh, Pennsylvania 1988-04-30 \n",
- "378 Covington, Louisiana 2020-10-07 \n",
- "379 Pittsburgh, Pennsylvania 1957-03-04 \n",
- "380 Allentown, Pennsylvania 2001-10-01 \n",
- "381 Des Moines, Iowa 2002-07-22 \n",
- "382 Cincinnati, Ohio 1957-03-04 \n",
- "383 Mayfield Village, Ohio 1997-08-04 \n",
- "384 San Francisco, California 2003-07-17 \n",
- "385 Newark, New Jersey 2002-07-22 \n",
- "386 Newark, New Jersey 1957-03-04 \n",
- "387 Boston, Massachusetts 2021-04-20 \n",
- "388 Glendale, California 2005-08-19 \n",
- "389 Atlanta, Georgia 1984-04-30 \n",
- "390 Greensboro, North Carolina 2015-06-11 \n",
- "391 Houston, Texas 2009-07-01 \n",
- "392 San Diego, California 1999-07-22 \n",
- "393 Secaucus, New Jersey 2002-12-12 \n",
- "394 New York City, New York 2007-02-02 \n",
- "395 St. Petersburg, Florida 2017-03-20 \n",
- "396 Waltham, Massachusetts 1957-03-04 \n",
- "397 San Diego, California 2015-04-07 \n",
- "398 Jacksonville, Florida 2017-03-02 \n",
- "399 Tarrytown, New York 2013-05-01 \n",
- "400 Birmingham, Alabama 1998-08-28 \n",
- "401 Phoenix, Arizona 2008-12-05 \n",
- "402 San Diego, California 2017-07-26 \n",
- "403 Waltham, Massachusetts 1985-05-31 \n",
- "404 Menlo Park, California 2000-12-05 \n",
- "405 Milwaukee, Wisconsin NaN \n",
- "406 Atlanta, Georgia 2018-10-01 \n",
- "407 Sarasota, Florida 2009-12-23 \n",
- "408 Dublin, California 2009-12-21 \n",
- "409 Miami, Florida 2014-12-05 \n",
- "410 New York City, New York 1957-03-04 \n",
- "411 San Francisco, California 2008-09-15 \n",
- "412 Boca Raton, Florida 2017-09-01 \n",
- "413 Houston, Texas 1957-03-04 \n",
- "414 Dublin, Ireland 2012-07-02 \n",
- "415 Charlotte, North Carolina 1957-03-04 \n",
- "416 San Diego, California 2001? \n",
- "417 Santa Clara, California 2019-11-21 \n",
- "418 Cleveland, Ohio 1964-06-30 \n",
- "419 Indianapolis, Indiana 2002-06-26 \n",
- "420 Irvine, California 2015-03-12 \n",
- "421 Orrville, Ohio 2008-11-06 \n",
- "422 Kenosha, Wisconsin 1982-09-30 \n",
- "423 Herzliya, Israel 2021-12-20 \n",
- "424 Atlanta, Georgia 1957-03-04 \n",
- "425 Dallas, Texas 1994-07-01 \n",
- "426 New Britain, Connecticut 1982-09-30 \n",
- "427 Seattle, Washington 2000-06-07 \n",
- "428 Boston, Massachusetts 2003-03-14 \n",
- "429 Fort Wayne, Indiana 2022-12-22 \n",
- "430 Dublin, Ireland 2019-12-23 \n",
- "431 Kalamazoo, Michigan 2000-12-12 \n",
- "432 Stamford, Connecticut 2015-11-18 \n",
- "433 Sunnyvale, California 2017-03-16 \n",
- "434 Houston, Texas 1986-12-31 \n",
- "435 Bellevue, Washington 2019-07-15 \n",
- "436 Baltimore, Maryland NaN \n",
- "437 New York City, New York 2018-03-19 \n",
- "438 New York City, New York 2004-09-01 \n",
- "439 Houston, Texas 2022-10-12 \n",
- "440 Minneapolis, Minnesota 1976-12-31 \n",
- "441 Schaffhausen, Switzerland 2011-10-17 \n",
- "442 Thousand Oaks, California 2020-06-22 \n",
- "443 Wayne, Pennsylvania 2019-01-18 \n",
- "444 North Reading, Massachusetts 2020-09-21 \n",
- "445 Austin, Texas 2020-12-21 \n",
- "446 Dallas, Texas NaN \n",
- "447 Providence, Rhode Island 1978-12-31 \n",
- "448 Waltham, Massachusetts 2004-08-03 \n",
- "449 Framingham, Massachusetts 1985-09-30 \n",
- "450 Brentwood, Tennessee 2014-01-24 \n",
- "451 Dublin, Ireland 2010-11-17 \n",
- "452 Cleveland, Ohio 2016-06-03 \n",
- "453 New York City, New York 2002-08-21 \n",
- "454 Westminster, Colorado 2021-01-21 \n",
- "455 Charlotte, North Carolina 1997-12-04 \n",
- "456 Plano, Texas 2020-06-22 \n",
- "457 Springdale, Arkansas 2005-08-10 \n",
- "458 Minneapolis, Minnesota NaN \n",
- "459 Highlands Ranch, Colorado 2016-03-07 \n",
- "460 Bolingbrook, Illinois 2016-04-18 \n",
- "461 Omaha, Nebraska 1957-03-04 \n",
- "462 Chicago, Illinois 2015-09-03 \n",
- "463 Sandy Springs, Georgia 2002-07-22 \n",
- "464 Stamford, Connecticut 2014-09-20 \n",
- "465 Minnetonka, Minnesota 1994-07-01 \n",
- "466 King of Prussia, Pennsylvania 2014-09-20 \n",
- "467 San Antonio, Texas 2002-12-20 \n",
- "468 Chicago, Illinois 2009-03-04 \n",
- "469 Dulles, Virginia 2006-02-01 \n",
- "470 Jersey City, New Jersey 2015-10-08 \n",
- "471 New York City, New York 1983-11-30 \n",
- "472 Cambridge, Massachusetts 2013-09-23 \n",
- "473 Denver, Colorado 1979-06-30 \n",
- "474 Pittsburgh, Pennsylvania 2004-04-23 \n",
- "475 New York City, New York 2022-06-08 \n",
- "476 San Francisco, California 2009-12-21 \n",
- "477 Birmingham, Alabama 1999-06-30 \n",
- "478 Pittsburgh, Pennsylvania 2019-02-27 \n",
- "479 Deerfield, Illinois 1979-12-31 \n",
- "480 Bentonville, Arkansas 1982-08-31 \n",
- "481 New York City, New York 2022-04-11 \n",
- "482 Houston, Texas NaN \n",
- "483 Milford, Massachusetts 2002-01-02 \n",
- "484 Milwaukee, Wisconsin 2008-10-31 \n",
- "485 San Francisco, California 1976-06-30 \n",
- "486 Toledo, Ohio 2009-01-30 \n",
- "487 Exton, Pennsylvania 2020-05-22 \n",
- "488 San Jose, California 2009-07-01 \n",
- "489 Atlanta, Georgia 1957-03-04 \n",
- "490 Seattle, Washington NaN \n",
- "491 Benton Harbor, Michigan NaN \n",
- "492 Tulsa, Oklahoma 1975-03-31 \n",
- "493 London, United Kingdom 2016-01-05 \n",
- "494 Lake Forest, Illinois 1981-06-30 \n",
- "495 Paradise, Nevada 2008-11-14 \n",
- "496 Minneapolis, Minnesota 1957-03-04 \n",
- "497 White Plains, New York 2011-11-01 \n",
- "498 Louisville, Kentucky 1997-10-06 \n",
- "499 Lincolnshire, Illinois 2019-12-23 \n",
- "500 Warsaw, Indiana 2001-08-07 \n",
- "501 Salt Lake City, Utah 2001-06-22 \n",
- "502 Parsippany, New Jersey 2013-06-21 \n",
+ " Headquarters Location Date added CIK \\\n",
+ "0 Saint Paul, Minnesota 1957-03-04 66740 \n",
+ "1 Milwaukee, Wisconsin 2017-07-26 91142 \n",
+ "2 North Chicago, Illinois 1957-03-04 1800 \n",
+ "3 North Chicago, Illinois 2012-12-31 1551152 \n",
+ "4 Dublin, Ireland 2011-07-06 1467373 \n",
+ "5 San Jose, California 1997-05-05 796343 \n",
+ "6 Santa Clara, California 2017-03-20 2488 \n",
+ "7 Arlington, Virginia 1998-10-02 874761 \n",
+ "8 Columbus, Georgia 1999-05-28 4977 \n",
+ "9 Santa Clara, California 2000-06-05 1090872 \n",
+ "10 Allentown, Pennsylvania 1985-04-30 2969 \n",
+ "11 San Francisco, California 2023-09-18 1559720 \n",
+ "12 Cambridge, Massachusetts 2007-07-12 1086222 \n",
+ "13 Charlotte, North Carolina 2016-07-01 915913 \n",
+ "14 Pasadena, California 2017-03-20 1035443 \n",
+ "15 Tempe, Arizona 2017-06-19 1097149 \n",
+ "16 Dublin, Ireland 2013-12-02 1579241 \n",
+ "17 Madison, Wisconsin 2016-07-01 352541 \n",
+ "18 Northbrook, Illinois 1995-07-13 899051 \n",
+ "19 Mountain View, California 2014-04-03 1652044 \n",
+ "20 Mountain View, California 2006-04-03 1652044 \n",
+ "21 Richmond, Virginia 1957-03-04 764180 \n",
+ "22 Seattle, Washington 2005-11-18 1018724 \n",
+ "23 Warmley, Bristol, United Kingdom 2019-06-07 1748790 \n",
+ "24 St. Louis, Missouri 1991-09-19 1002910 \n",
+ "25 Fort Worth, Texas 2015-03-23 6201 \n",
+ "26 Columbus, Ohio 1957-03-04 4904 \n",
+ "27 New York City, New York 1976-06-30 4962 \n",
+ "28 New York City, New York 1980-03-31 5272 \n",
+ "29 Boston, Massachusetts 2007-11-19 1053507 \n",
+ "30 Camden, New Jersey 2016-03-04 1410636 \n",
+ "31 Minneapolis, Minnesota 2005-10-03 820027 \n",
+ "32 Berwyn, Pennsylvania 2013-09-23 1037868 \n",
+ "33 Thousand Oaks, California 1992-01-02 318154 \n",
+ "34 Wallingford, Connecticut 2008-09-30 820313 \n",
+ "35 Wilmington, Massachusetts 1999-10-12 6281 \n",
+ "36 Canonsburg, Pennsylvania 2017-06-19 1013462 \n",
+ "37 London, UK 1996-04-23 315293 \n",
+ "38 Houston, Texas 1997-07-28 1841666 \n",
+ "39 Cupertino, California 1982-11-30 320193 \n",
+ "40 Santa Clara, California 1995-03-16 6951 \n",
+ "41 Dublin, Ireland 2012-12-24 1521332 \n",
+ "42 Hamilton, Bermuda 2022-11-01 947484 \n",
+ "43 Chicago, Illinois 1957-03-04 7084 \n",
+ "44 Santa Clara, California 2018-08-28 1596532 \n",
+ "45 Rolling Meadows, Illinois 2016-05-31 354190 \n",
+ "46 Atlanta, Georgia 2007-04-10 1267238 \n",
+ "47 Dallas, Texas 1983-11-30 732717 \n",
+ "48 Dallas, Texas 2019-02-15 731802 \n",
+ "49 San Francisco, California 1989-12-01 769397 \n",
+ "50 Roseland, New Jersey 1981-03-31 8670 \n",
+ "51 Memphis, Tennessee 1997-01-02 866787 \n",
+ "52 Arlington, Virginia 2007-01-10 915912 \n",
+ "53 Mentor, Ohio 1987-12-31 8818 \n",
+ "54 Scottsdale, Arizona 2023-05-04 1069183 \n",
+ "55 Houston, Texas 2017-07-07 1701605 \n",
+ "56 Broomfield, Colorado 1984-10-31 9389 \n",
+ "57 Charlotte, North Carolina 1976-06-30 70858 \n",
+ "58 New York City, New York 1995-03-31 1390777 \n",
+ "59 Columbus, Ohio 1983-09-30 701985 \n",
+ "60 Deerfield, Illinois 1972-09-30 10456 \n",
+ "61 Franklin Lakes, New Jersey 1972-09-30 10795 \n",
+ "62 Omaha, Nebraska 2010-02-16 1067983 \n",
+ "63 Richfield, Minnesota 1999-06-29 764478 \n",
+ "64 Hercules, California 2020-06-22 12208 \n",
+ "65 Minneapolis, Minnesota 2021-08-30 842023 \n",
+ "66 Cambridge, Massachusetts 2003-11-13 875045 \n",
+ "67 New York City, New York 2011-04-04 1364742 \n",
+ "68 New York City, New York 2023-09-18 1393818 \n",
+ "69 Arlington, Virginia 1957-03-04 12927 \n",
+ "70 Norwalk, Connecticut 2009-11-06 1075531 \n",
+ "71 Auburn Hills, Michigan 2011-12-19 908255 \n",
+ "72 Boston, Massachusetts 2006-04-03 1037540 \n",
+ "73 Marlborough, Massachusetts 1995-02-24 885725 \n",
+ "74 New York City, New York 1957-03-04 14272 \n",
+ "75 Palo Alto, California 2014-05-08 1730168 \n",
+ "76 Lake Success, New York 2018-06-18 1383312 \n",
+ "77 Daytona Beach, Florida 2021-09-20 79282 \n",
+ "78 Louisville, Kentucky 1982-10-31 14693 \n",
+ "79 Irving, Texas 2023-12-18 1316835 \n",
+ "80 Chesterfield, Missouri 2023-03-15 1996862 \n",
+ "81 San Jose, California 2017-09-18 813672 \n",
+ "82 Reno, Nevada 2021-03-22 1590895 \n",
+ "83 Houston, Texas 2022-04-04 906345 \n",
+ "84 Camden, New Jersey 1957-03-04 16732 \n",
+ "85 Tysons Corner, Virginia 1998-07-01 927628 \n",
+ "86 Dublin, Ohio 1997-05-27 721371 \n",
+ "87 Richmond, Virginia 2010-06-28 1170010 \n",
+ "88 Miami, Florida 1998-12-22 815097 \n",
+ "89 Palm Beach Gardens, Florida 2020-04-03 1783180 \n",
+ "90 Somerset, New Jersey 2020-09-21 1596783 \n",
+ "91 Irving, Texas 1957-03-04 18230 \n",
+ "92 Chicago, Illinois 2017-03-01 1374310 \n",
+ "93 Dallas, Texas 2006-11-10 1138118 \n",
+ "94 Lincolnshire, Illinois 2019-09-23 1402057 \n",
+ "95 Irving, Texas 2018-12-24 1306830 \n",
+ "96 Conshohocken, Pennsylvania 2001-08-30 1140859 \n",
+ "97 St. Louis, Missouri 2016-03-30 1071739 \n",
+ "98 Houston, Texas 1985-07-31 1130310 \n",
+ "99 Minneapolis, Minnesota 2021-09-20 1725057 \n",
+ "100 Deerfield, Illinois 2008-08-27 1324404 \n",
+ "101 Eden Prairie, Minnesota 2007-03-02 1043277 \n",
+ "102 Wilmington, Massachusetts 2021-05-14 1100682 \n",
+ "103 Westlake, Texas 1997-06-02 316709 \n",
+ "104 Stamford, Connecticut 2016-09-08 1091667 \n",
+ "105 San Ramon, California 1957-03-04 93410 \n",
+ "106 Newport Beach, California 2011-04-28 1058090 \n",
+ "107 Zurich, Switzerland 2010-07-15 896159 \n",
+ "108 Ewing, New Jersey 2015-12-29 313927 \n",
+ "109 Bloomfield, Connecticut 1976-06-30 1739940 \n",
+ "110 Fairfield, Ohio 1997-12-18 20286 \n",
+ "111 Mason, Ohio 2001-03-01 723254 \n",
+ "112 San Jose, California 1993-12-01 858877 \n",
+ "113 New York City, New York 1988-05-31 831001 \n",
+ "114 Providence, Rhode Island 2016-01-29 759944 \n",
+ "115 Oakland, California 1969-03-31 21076 \n",
+ "116 Chicago, Illinois 2006-08-11 1156375 \n",
+ "117 Jackson, Michigan 1957-03-04 811156 \n",
+ "118 Atlanta, Georgia 1957-03-04 21344 \n",
+ "119 Teaneck, New Jersey 2006-11-17 1058290 \n",
+ "120 New York City, New York 1957-03-04 21665 \n",
+ "121 Philadelphia, Pennsylvania 2002-11-19 1166691 \n",
+ "122 Dallas, Texas 1995-12-01 28412 \n",
+ "123 Chicago, Illinois 1983-08-31 23217 \n",
+ "124 Houston, Texas 1957-03-04 1163165 \n",
+ "125 New York City, New York 1957-03-04 1047862 \n",
+ "126 Victor, New York 2005-07-01 16918 \n",
+ "127 Baltimore, Maryland 2022-02-02 1868275 \n",
+ "128 San Ramon, California 2016-09-23 711404 \n",
+ "129 Dallas, Texas 2018-07-02 900075 \n",
+ "130 Corning, New York 1995-02-27 24741 \n",
+ "131 Indianapolis, Indiana 2019-06-03 1755672 \n",
+ "132 Washington, D.C. 2022-09-19 1057352 \n",
+ "133 Issaquah, Washington 1993-10-01 909832 \n",
+ "134 Houston, Texas 2008-06-23 858470 \n",
+ "135 Houston, Texas 2012-03-14 1051470 \n",
+ "136 Jacksonville, Florida 1957-03-04 277948 \n",
+ "137 Columbus, Indiana 1965-03-31 26172 \n",
+ "138 Woonsocket, Rhode Island 1957-03-04 64803 \n",
+ "139 Washington, D.C. 1998-11-18 313616 \n",
+ "140 Orlando, Florida 1995-05-31 940944 \n",
+ "141 Denver, Colorado 2008-07-31 927066 \n",
+ "142 Moline, Illinois 1957-03-04 315189 \n",
+ "143 Atlanta, Georgia 2013-09-11 27904 \n",
+ "144 Charlotte, North Carolina 2008-11-14 818479 \n",
+ "145 Oklahoma City, Oklahoma 2000-08-30 1090012 \n",
+ "146 San Diego, California 2020-05-12 1093557 \n",
+ "147 Midland, Texas 2018-12-03 1539838 \n",
+ "148 Austin, Texas 2016-05-18 1297996 \n",
+ "149 Riverwoods, Illinois 2007-07-02 1393612 \n",
+ "150 Goodlettsville, Tennessee 2012-12-03 29534 \n",
+ "151 Chesapeake, Virginia 2011-12-19 935703 \n",
+ "152 Richmond, Virginia 2016-11-30 715957 \n",
+ "153 Ann Arbor, Michigan 2020-05-12 1286681 \n",
+ "154 Downers Grove, Illinois 1985-10-31 29905 \n",
+ "155 Midland, Michigan 2019-04-01 1751788 \n",
+ "156 Arlington, Texas 2005-06-22 882184 \n",
+ "157 Detroit, Michigan 1957-03-04 936340 \n",
+ "158 Charlotte, North Carolina 1976-06-30 1326160 \n",
+ "159 Wilmington, Delaware 2019-04-02 1666700 \n",
+ "160 Kingsport, Tennessee 1994-01-01 915389 \n",
+ "161 Dublin, Ireland 1957-03-04 1551182 \n",
+ "162 San Jose, California 2002-07-22 1065088 \n",
+ "163 Saint Paul, Minnesota 1989-01-31 31462 \n",
+ "164 Rosemead, California 1957-03-04 827052 \n",
+ "165 Irvine, California 2011-04-01 1099800 \n",
+ "166 Redwood City, California 2002-07-22 712515 \n",
+ "167 Indianapolis, Indiana 2002-07-25 1156039 \n",
+ "168 Indianapolis, Indiana 1970-12-31 59478 \n",
+ "169 Ferguson, Missouri 1965-03-31 32604 \n",
+ "170 Fremont, California 2021-01-07 1463101 \n",
+ "171 New Orleans, Louisiana 1957-03-04 65984 \n",
+ "172 Houston, Texas 2000-11-02 821189 \n",
+ "173 Newtown, Pennsylvania 2021-12-14 1352010 \n",
+ "174 Pittsburgh, Pennsylvania 2022-10-03 33213 \n",
+ "175 Atlanta, Georgia 1997-06-19 33185 \n",
+ "176 Redwood City, California 2015-03-20 1101239 \n",
+ "177 Chicago, Illinois 2001-12-03 906107 \n",
+ "178 San Mateo, California 2014-04-02 920522 \n",
+ "179 New York City, New York 2006-01-05 1001250 \n",
+ "180 New York City, New York 2020-09-21 1370637 \n",
+ "181 Hamilton, Bermuda 2017-06-19 1095073 \n",
+ "182 Kansas City, Missouri 2018-06-05 1711269 \n",
+ "183 Hartford, Connecticut 2009-07-24 72741 \n",
+ "184 Chicago, Illinois 1957-03-04 1109357 \n",
+ "185 Seattle, Washington 2007-10-02 1324424 \n",
+ "186 Seattle, Washington 2007-10-10 746515 \n",
+ "187 Salt Lake City, Utah 2016-01-19 1289490 \n",
+ "188 Irving, Texas 1957-03-04 34088 \n",
+ "189 Seattle, Washington 2010-12-20 1048695 \n",
+ "190 Norwalk, Connecticut 2021-12-20 1013237 \n",
+ "191 Bozeman, Montana 2023-03-20 814547 \n",
+ "192 Winona, Minnesota 2008-09-15 815556 \n",
+ "193 Rockville, Maryland 2016-02-01 34903 \n",
+ "194 Memphis, Tennessee 1980-12-31 1048911 \n",
+ "195 Jacksonville, Florida 2006-11-10 1136893 \n",
+ "196 Cincinnati, Ohio 1996-03-29 35527 \n",
+ "197 Tempe, Arizona 2022-12-19 1274494 \n",
+ "198 Akron, Ohio 1997-11-28 1031296 \n",
+ "199 Brookfield, Wisconsin 2001-04-02 798354 \n",
+ "200 Atlanta, Georgia 2018-06-20 1175454 \n",
+ "201 Philadelphia, Pennsylvania 2009-08-19 37785 \n",
+ "202 Dearborn, Michigan 1957-03-04 37996 \n",
+ "203 Sunnyvale, California 2018-10-11 1262039 \n",
+ "204 Everett, Washington 2016-07-01 1659166 \n",
+ "205 New York City, New York 2013-07-01 1754301 \n",
+ "206 New York City, New York 2015-09-18 1754301 \n",
+ "207 San Mateo, California 1998-04-30 38777 \n",
+ "208 Phoenix, Arizona 2011-07-01 831259 \n",
+ "209 Schaffhausen, Switzerland 2012-12-12 1121788 \n",
+ "210 Stamford, Connecticut 2017-04-05 749251 \n",
+ "211 Chicago, Illinois 2023-01-04 1932393 \n",
+ "212 Tempe, Arizona 2003-03-25 849399 \n",
+ "213 Waukesha, Wisconsin 2021-03-22 1474735 \n",
+ "214 Falls Church, Virginia 1957-03-04 40533 \n",
+ "215 Boston, Massachusetts 1957-03-04 40545 \n",
+ "216 Golden Valley, Minnesota 1957-03-04 40704 \n",
+ "217 Detroit, Michigan 2013-06-06 1467858 \n",
+ "218 Atlanta, Georgia 1973-12-31 40987 \n",
+ "219 Foster City, California 2004-07-01 882095 \n",
+ "220 Atlanta, Georgia 2016-04-25 1123360 \n",
+ "221 McKinney, Texas 1989-04-30 320335 \n",
+ "222 New York City, New York 2002-07-22 886982 \n",
+ "223 Houston, Texas 1957-03-04 45012 \n",
+ "224 Hartford, Connecticut 1957-03-04 874766 \n",
+ "225 Pawtucket, Rhode Island 1984-09-30 46080 \n",
+ "226 Nashville, Tennessee 2015-01-27 860730 \n",
+ "227 Long Beach, California 2008-03-31 765880 \n",
+ "228 Melville, New York 2015-03-17 1000228 \n",
+ "229 Hershey, Pennsylvania 1957-03-04 47111 \n",
+ "230 New York City, New York 1984-05-31 4447 \n",
+ "231 Houston, Texas 2015-11-02 1645590 \n",
+ "232 Tysons Corner, Virginia 2017-06-19 1585689 \n",
+ "233 Marlborough, Massachusetts 2016-03-30 859737 \n",
+ "234 Atlanta, Georgia 1988-03-31 354950 \n",
+ "235 Charlotte, North Carolina 1957-03-04 773840 \n",
+ "236 Austin, Minnesota 2009-03-04 48465 \n",
+ "237 Bethesda, Maryland 2007-03-20 1070750 \n",
+ "238 Pittsburgh, Pennsylvania 1957-03-04 4281 \n",
+ "239 Palo Alto, California 1974-12-31 47217 \n",
+ "240 Shelton, Connecticut 2023-10-18 48898 \n",
+ "241 Louisville, Kentucky 2012-12-10 49071 \n",
+ "242 Columbus, Ohio; Detroit, Michigan 1997-08-28 49196 \n",
+ "243 Newport News, Virginia 2018-01-03 1501585 \n",
+ "244 Armonk, New York 1957-03-04 51143 \n",
+ "245 Lake Forest, Illinois 2019-08-09 832101 \n",
+ "246 Westbrook, Maine 2017-01-05 874716 \n",
+ "247 Glenview, Illinois 1986-02-28 49826 \n",
+ "248 San Diego, California 2015-11-19 1110803 \n",
+ "249 Wilmington, Delaware 2017-02-28 879169 \n",
+ "250 Davidson, North Carolina 2020-03-03 1699150 \n",
+ "251 Acton, Massachusetts 2023-03-15 1145197 \n",
+ "252 Santa Clara, California 1976-12-31 50863 \n",
+ "253 Atlanta, Georgia 2007-09-26 1571949 \n",
+ "254 New York City, New York 1976-03-31 51253 \n",
+ "255 Memphis, Tennessee 1957-03-04 51434 \n",
+ "256 New York City, New York 1992-10-01 51644 \n",
+ "257 Mountain View, California 2000-12-05 896878 \n",
+ "258 Sunnyvale, California 2008-06-02 1035267 \n",
+ "259 Atlanta, Georgia 2008-08-21 914208 \n",
+ "260 Dallas, Texas 2022-09-19 1687229 \n",
+ "261 Durham, North Carolina 2017-08-29 1478242 \n",
+ "262 Boston, Massachusetts 2009-01-06 1020569 \n",
+ "263 Lowell, Arkansas 2015-07-01 728535 \n",
+ "264 St. Petersburg, Florida 2023-12-18 898293 \n",
+ "265 Monett, Missouri 2018-11-13 779152 \n",
+ "266 Dallas, Texas 2007-10-26 52988 \n",
+ "267 New Brunswick, New Jersey 1973-06-30 200406 \n",
+ "268 Cork, Ireland 2010-08-27 833444 \n",
+ "269 New York City, New York 1975-06-30 19617 \n",
+ "270 Sunnyvale, California 2006-06-02 1043604 \n",
+ "271 Chicago, Illinois 1989-09-11 55067 \n",
+ "272 Skillman, New Jersey 2023-08-25 1944048 \n",
+ "273 Burlington, Massachusetts 2022-06-21 1418135 \n",
+ "274 Cleveland, Ohio 1994-03-01 91576 \n",
+ "275 Santa Rosa, California 2018-11-06 1601046 \n",
+ "276 Irving, Texas 1957-03-04 55785 \n",
+ "277 New Hyde Park, New York 2006-04-04 879101 \n",
+ "278 Houston, Texas 2012-05-25 1506307 \n",
+ "279 Milpitas, California 1997-09-30 319201 \n",
+ "280 Chicago, Illinois; Pittsburgh, Pennsylvania 2015-07-06 1637459 \n",
+ "281 Cincinnati, Ohio 1957-03-04 56873 \n",
+ "282 Melbourne, Florida 2008-09-22 202058 \n",
+ "283 Burlington, North Carolina 2004-11-01 920148 \n",
+ "284 Fremont, California 2012-06-29 707549 \n",
+ "285 Eagle, Idaho 2018-12-03 1679273 \n",
+ "286 Las Vegas, Nevada 2019-10-03 1300514 \n",
+ "287 Reston, Virginia 2019-08-09 1336920 \n",
+ "288 Miami, Florida 2005-10-04 920760 \n",
+ "289 Guildford, United Kingdom 1992-07-01 1707925 \n",
+ "290 Beverly Hills, California 2019-12-23 1335258 \n",
+ "291 Chicago, Illinois 2016-05-23 1065696 \n",
+ "292 Bethesda, Maryland 1957-03-04 936468 \n",
+ "293 New York City, New York 1995-05-31 60086 \n",
+ "294 Mooresville, North Carolina 1984-02-29 60667 \n",
+ "295 Vancouver, Canada 2023-10-18 1397187 \n",
+ "296 Rotterdam, Netherlands 2012-09-05 1489393 \n",
+ "297 Buffalo, New York 2004-02-23 36270 \n",
+ "298 Houston, Texas 1957-03-04 101778 \n",
+ "299 Findlay, Ohio 2011-07-01 1510295 \n",
+ "300 New York City, New York 2019-07-01 1278021 \n",
+ "301 Bethesda, Maryland 1998-05-29 1048286 \n",
+ "302 New York City, New York 1987-08-31 62709 \n",
+ "303 Raleigh, North Carolina 2014-07-02 916076 \n",
+ "304 Livonia, Michigan 1981-06-30 62996 \n",
+ "305 Harrison, New York 2008-07-18 1141391 \n",
+ "306 Dallas, Texas 2021-09-20 891103 \n",
+ "307 Hunt Valley, Maryland 2003-03-20 63754 \n",
+ "308 Chicago, Illinois 1970-06-30 63908 \n",
+ "309 Irving, Texas 1999-01-13 927653 \n",
+ "310 Dublin, Ireland 1986-10-31 1613103 \n",
+ "311 Kenilworth, New Jersey 1957-03-04 310158 \n",
+ "312 Menlo Park, California 2013-12-23 1326801 \n",
+ "313 New York City, New York 2000-12-11 1099219 \n",
+ "314 Columbus, Ohio 2016-09-06 1037646 \n",
+ "315 Paradise, Nevada 2017-07-26 789570 \n",
+ "316 Chandler, Arizona 2007-09-07 827054 \n",
+ "317 Boise, Idaho 1994-09-27 723125 \n",
+ "318 Redmond, Washington 1994-06-01 789019 \n",
+ "319 Memphis, Tennessee 2016-12-02 912595 \n",
+ "320 Cambridge, Massachusetts 2021-07-21 1682852 \n",
+ "321 Calhoun, Georgia 2013-12-23 851968 \n",
+ "322 Long Beach, California 2022-03-02 1179929 \n",
+ "323 Chicago, Illinois 1976-06-30 24545 \n",
+ "324 Chicago, Illinois 2012-10-02 1103982 \n",
+ "325 Kirkland, Washington 2021-02-12 1280452 \n",
+ "326 Corona, California 2012-06-28 865752 \n",
+ "327 New York City, New York 1998-07-01 1059556 \n",
+ "328 New York City, New York 1993-07-29 895421 \n",
+ "329 Tampa, Florida 2011-09-26 1285785 \n",
+ "330 Chicago, Illinois 1957-03-04 68505 \n",
+ "331 New York City, New York 2018-04-04 1408198 \n",
+ "332 New York City, New York 2008-10-22 1120193 \n",
+ "333 San Jose, California 1999-06-25 1002047 \n",
+ "334 Los Gatos, California 2010-12-20 1065280 \n",
+ "335 Denver, Colorado 1969-06-30 1164727 \n",
+ "336 New York City, New York 2013-08-01 1564708 \n",
+ "337 New York City, New York 2015-09-18 1564708 \n",
+ "338 Juno Beach, Florida 1976-06-30 753308 \n",
+ "339 Washington County, Oregon 1988-11-30 320187 \n",
+ "340 Merrillville, Indiana 2000-11-02 1111711 \n",
+ "341 Westlake, Ohio 2022-02-15 72331 \n",
+ "342 Atlanta, Georgia 1957-03-04 702165 \n",
+ "343 Chicago, Illinois 1998-01-30 73124 \n",
+ "344 West Falls Church, Virginia 1957-03-04 1133421 \n",
+ "345 Miami, Florida 2017-10-13 1513761 \n",
+ "346 Houston, Texas 2010-01-29 1013871 \n",
+ "347 Charlotte, North Carolina 1985-04-30 73309 \n",
+ "348 Santa Clara, California 2001-11-30 1045810 \n",
+ "349 Reston, Virginia 2019-09-26 906163 \n",
+ "350 Eindhoven, Netherlands 2021-03-22 1413447 \n",
+ "351 Springfield, Missouri 2009-03-27 898173 \n",
+ "352 Houston, Texas 1957-03-04 797468 \n",
+ "353 Thomasville, North Carolina 2019-12-09 878927 \n",
+ "354 New York City, New York 1997-12-31 29989 \n",
+ "355 Phoenix, Arizona 2022-06-21 1097864 \n",
+ "356 Tulsa, Oklahoma 2010-03-15 1039684 \n",
+ "357 Austin, Texas 1989-08-31 1341439 \n",
+ "358 Farmington, Connecticut 2020-04-03 1781335 \n",
+ "359 Bellevue, Washington 1980-12-31 75362 \n",
+ "360 Lake Forest, Illinois 2017-07-26 75677 \n",
+ "361 Santa Clara, California 2023-06-20 1327567 \n",
+ "362 New York City, New York 1994-09-30 813828 \n",
+ "363 Cleveland, Ohio 1985-11-30 76334 \n",
+ "364 Penfield, New York 1998-10-01 723531 \n",
+ "365 Oklahoma City, Oklahoma 2020-01-28 1590955 \n",
+ "366 San Jose, California 2015-07-20 1633917 \n",
+ "367 Worsley, United Kingdom 2012-10-01 77360 \n",
+ "368 Purchase, New York 1957-03-04 77476 \n",
+ "369 New York City, New York 1957-03-04 78003 \n",
+ "370 San Francisco, California 2022-10-03 1004980 \n",
+ "371 New York City, New York 2008-03-31 1413329 \n",
+ "372 Houston, Texas 2012-05-01 1534701 \n",
+ "373 Phoenix, Arizona 1999-10-04 764622 \n",
+ "374 Irving, Texas 2008-09-24 1038357 \n",
+ "375 Pittsburgh, Pennsylvania 1988-04-30 713676 \n",
+ "376 Covington, Louisiana 2020-10-07 945841 \n",
+ "377 Pittsburgh, Pennsylvania 1957-03-04 79879 \n",
+ "378 Allentown, Pennsylvania 2001-10-01 922224 \n",
+ "379 Des Moines, Iowa 2002-07-22 1126328 \n",
+ "380 Cincinnati, Ohio 1957-03-04 80424 \n",
+ "381 Mayfield Village, Ohio 1997-08-04 80661 \n",
+ "382 San Francisco, California 2003-07-17 1045609 \n",
+ "383 Newark, New Jersey 2002-07-22 1137774 \n",
+ "384 Newark, New Jersey 1957-03-04 788784 \n",
+ "385 Boston, Massachusetts 2021-04-20 857005 \n",
+ "386 Glendale, California 2005-08-19 1393311 \n",
+ "387 Atlanta, Georgia 1984-04-30 822416 \n",
+ "388 Greensboro, North Carolina 2015-06-11 1604778 \n",
+ "389 Houston, Texas 2009-07-01 1050915 \n",
+ "390 San Diego, California 1999-07-22 804328 \n",
+ "391 Secaucus, New Jersey 2002-12-12 1022079 \n",
+ "392 New York City, New York 2007-02-02 1037038 \n",
+ "393 St. Petersburg, Florida 2017-03-20 720005 \n",
+ "394 Waltham, Massachusetts 1957-03-04 101829 \n",
+ "395 San Diego, California 2015-04-07 726728 \n",
+ "396 Jacksonville, Florida 2017-03-02 910606 \n",
+ "397 Tarrytown, New York 2013-05-01 872589 \n",
+ "398 Birmingham, Alabama 1998-08-28 1281761 \n",
+ "399 Phoenix, Arizona 2008-12-05 1060391 \n",
+ "400 San Diego, California 2017-07-26 943819 \n",
+ "401 Waltham, Massachusetts 1985-05-31 31791 \n",
+ "402 Menlo Park, California 2000-12-05 315213 \n",
+ "403 Milwaukee, Wisconsin 2000-03-12 1024478 \n",
+ "404 Atlanta, Georgia 2018-10-01 84839 \n",
+ "405 Sarasota, Florida 2009-12-23 882835 \n",
+ "406 Dublin, California 2009-12-21 745732 \n",
+ "407 Miami, Florida 2014-12-05 884887 \n",
+ "408 New York City, New York 1957-03-04 64040 \n",
+ "409 San Francisco, California 2008-09-15 1108524 \n",
+ "410 Boca Raton, Florida 2017-09-01 1034054 \n",
+ "411 Houston, Texas 1957-03-04 87347 \n",
+ "412 Dublin, Ireland 2012-07-02 1137789 \n",
+ "413 San Diego, California 2017-03-17 1032208 \n",
+ "414 Santa Clara, California 2019-11-21 1373715 \n",
+ "415 Cleveland, Ohio 1964-06-30 89800 \n",
+ "416 Indianapolis, Indiana 2002-06-26 1063761 \n",
+ "417 Irvine, California 2015-03-12 4127 \n",
+ "418 Orrville, Ohio 2008-11-06 91419 \n",
+ "419 Kenosha, Wisconsin 1982-09-30 91440 \n",
+ "420 Atlanta, Georgia 1957-03-04 92122 \n",
+ "421 Dallas, Texas 1994-07-01 92380 \n",
+ "422 New Britain, Connecticut 1982-09-30 93556 \n",
+ "423 Seattle, Washington 2000-06-07 829224 \n",
+ "424 Boston, Massachusetts 2003-03-14 93751 \n",
+ "425 Fort Wayne, Indiana 2022-12-22 1022671 \n",
+ "426 Dublin, Ireland 2019-12-23 1757898 \n",
+ "427 Kalamazoo, Michigan 2000-12-12 310764 \n",
+ "428 Stamford, Connecticut 2015-11-18 1601712 \n",
+ "429 Sunnyvale, California 2017-03-16 883241 \n",
+ "430 Houston, Texas 1986-12-31 96021 \n",
+ "431 Bellevue, Washington 2019-07-15 1283699 \n",
+ "432 Baltimore, Maryland 2019-07-29 1113169 \n",
+ "433 New York City, New York 2018-03-19 946581 \n",
+ "434 New York City, New York 2004-09-01 1116132 \n",
+ "435 Houston, Texas 2022-10-12 1389170 \n",
+ "436 Minneapolis, Minnesota 1976-12-31 27419 \n",
+ "437 Schaffhausen, Switzerland 2011-10-17 1385157 \n",
+ "438 Thousand Oaks, California 2020-06-22 1094285 \n",
+ "439 Wayne, Pennsylvania 2019-01-18 96943 \n",
+ "440 North Reading, Massachusetts 2020-09-21 97210 \n",
+ "441 Austin, Texas 2020-12-21 1318605 \n",
+ "442 Dallas, Texas 2001-03-12 97476 \n",
+ "443 Providence, Rhode Island 1978-12-31 217346 \n",
+ "444 Waltham, Massachusetts 2004-08-03 97745 \n",
+ "445 Framingham, Massachusetts 1985-09-30 109198 \n",
+ "446 Brentwood, Tennessee 2014-01-24 916365 \n",
+ "447 Dublin, Ireland 2010-11-17 1466258 \n",
+ "448 Cleveland, Ohio 2016-06-03 1260221 \n",
+ "449 New York City, New York 2002-08-21 86312 \n",
+ "450 Westminster, Colorado 2021-01-21 864749 \n",
+ "451 Charlotte, North Carolina 1997-12-04 92230 \n",
+ "452 Plano, Texas 2020-06-22 860731 \n",
+ "453 Springdale, Arkansas 2005-08-10 100493 \n",
+ "454 Minneapolis, Minnesota 1999-11-01 36104 \n",
+ "455 San Francisco, California 2023-12-18 1543151 \n",
+ "456 Highlands Ranch, Colorado 2016-03-07 74208 \n",
+ "457 Bolingbrook, Illinois 2016-04-18 1403568 \n",
+ "458 Omaha, Nebraska 1957-03-04 100885 \n",
+ "459 Chicago, Illinois 2015-09-03 100517 \n",
+ "460 Sandy Springs, Georgia 2002-07-22 1090727 \n",
+ "461 Stamford, Connecticut 2014-09-20 1067701 \n",
+ "462 Minnetonka, Minnesota 1994-07-01 731766 \n",
+ "463 King of Prussia, Pennsylvania 2014-09-20 352915 \n",
+ "464 San Antonio, Texas 2002-12-20 1035002 \n",
+ "465 Chicago, Illinois 2009-03-04 740260 \n",
+ "466 Waltham, Massachusetts 2023-10-02 1967680 \n",
+ "467 Dulles, Virginia 2006-02-01 1014473 \n",
+ "468 Jersey City, New Jersey 2015-10-08 1442145 \n",
+ "469 New York City, New York 1983-11-30 732712 \n",
+ "470 Cambridge, Massachusetts 2013-09-23 875320 \n",
+ "471 Denver, Colorado 1979-06-30 103379 \n",
+ "472 Pittsburgh, Pennsylvania 2004-04-23 1792044 \n",
+ "473 New York City, New York 2022-06-08 1705696 \n",
+ "474 San Francisco, California 2009-12-21 1403161 \n",
+ "475 Birmingham, Alabama 1999-06-30 1396009 \n",
+ "476 Greenwich, Connecticut 2019-12-05 11544 \n",
+ "477 Pittsburgh, Pennsylvania 2019-02-27 943452 \n",
+ "478 Deerfield, Illinois 1979-12-31 1618921 \n",
+ "479 Bentonville, Arkansas 1982-08-31 104169 \n",
+ "480 Burbank, California 1976-06-30 1744489 \n",
+ "481 New York City, New York 2022-04-11 1437107 \n",
+ "482 Houston, Texas 1998-08-31 823768 \n",
+ "483 Milford, Massachusetts 2002-01-02 1000697 \n",
+ "484 Milwaukee, Wisconsin 2008-10-31 783325 \n",
+ "485 San Francisco, California 1976-06-30 72971 \n",
+ "486 Toledo, Ohio 2009-01-30 766704 \n",
+ "487 Exton, Pennsylvania 2020-05-22 105770 \n",
+ "488 San Jose, California 2009-07-01 106040 \n",
+ "489 Atlanta, Georgia 1957-03-04 1732845 \n",
+ "490 Seattle, Washington 1979-10-01 106535 \n",
+ "491 Benton Harbor, Michigan 1958-03-31 106640 \n",
+ "492 Tulsa, Oklahoma 1975-03-31 107263 \n",
+ "493 London, United Kingdom 2016-01-05 1140536 \n",
+ "494 Lake Forest, Illinois 1981-06-30 277135 \n",
+ "495 Paradise, Nevada 2008-11-14 1174922 \n",
+ "496 Minneapolis, Minnesota 1957-03-04 72903 \n",
+ "497 White Plains, New York 2011-11-01 1524472 \n",
+ "498 Louisville, Kentucky 1997-10-06 1041061 \n",
+ "499 Lincolnshire, Illinois 2019-12-23 877212 \n",
+ "500 Warsaw, Indiana 2001-08-07 1136869 \n",
+ "501 Salt Lake City, Utah 2001-06-22 109380 \n",
+ "502 Parsippany, New Jersey 2013-06-21 1555280 \n",
"\n",
- " CIK Founded \n",
- "0 66740 1902 \n",
- "1 4343243243432434 1916 \n",
- "2 1800 1888 \n",
- "3 1551152 2013 (1888) \n",
- "4 1467373 1989 \n",
- "5 718877 2008 \n",
- "6 7084 1902 \n",
- "7 796343 1982 \n",
- "8 8670 1949 \n",
- "9 1158449 1932 \n",
- "10 874761 1981 \n",
- "11 4977 1955 \n",
- "12 1090872 1999 \n",
- "13 2969 1940 \n",
- "14 1086222 1998 \n",
- "15 766421 1985 \n",
- "16 915913 1994 \n",
- "17 1035443 1994 \n",
- "18 1097149 1997 \n",
- "19 1579241 1908 \n",
- "20 352541 1917 \n",
- "21 899051 1931 \n",
- "22 1652044 1998 \n",
- "23 1652044 1998 \n",
- "24 764180 1985 \n",
- "25 1018724 1994 \n",
- "26 1748790 2019 (1860) \n",
- "27 2488 1969 \n",
- "28 1002910 1902 \n",
- "29 6201 1934 \n",
- "30 4904 1906 \n",
- "31 4962 1850 \n",
- "32 5272 1919 \n",
- "33 1053507 1995 \n",
- "34 1410636 1886 \n",
- "35 820027 1894 \n",
- "36 1140859 1985 \n",
- "37 1037868 1930 \n",
- "38 318154 1980 \n",
- "39 820313 1932 \n",
- "40 6281 1965 \n",
- "41 1013462 1969 \n",
- "42 315293 1982 (1919) \n",
- "43 1841666 1954 \n",
- "44 320193 1977 \n",
- "45 6951 1967 \n",
- "46 1521332 1994 \n",
- "47 947484 1995 \n",
- "48 1596532 2004 \n",
- "49 354190 1927 \n",
- "50 1267238 1892 \n",
- "51 732717 1983 (1885) \n",
- "52 731802 1906 \n",
- "53 769397 1982 \n",
- "54 866787 1979 \n",
- "55 915912 1978 \n",
- "56 8818 1990 \n",
- "57 1069183 1993 \n",
- "58 1701605 2017 \n",
- "59 9389 1880 \n",
- "60 70858 1998 (1923 / 1874) \n",
- "61 701985 1963 \n",
- "62 10456 1931 \n",
- "63 10795 1897 \n",
- "64 11544 1967 \n",
- "65 1067983 1839 \n",
- "66 764478 1966 \n",
- "67 12208 1952 \n",
- "68 842023 1976 \n",
- "69 875045 1978 \n",
- "70 1364742 1988 \n",
- "71 1390777 1784 \n",
- "72 12927 1916 \n",
- "73 1075531 1996 \n",
- "74 908255 1880 \n",
- "75 1037540 1970 \n",
- "76 885725 1979 \n",
- "77 14272 1989 (1887) \n",
- "78 1730168 1961 \n",
- "79 1383312 1962 \n",
- "80 79282 1939 \n",
- "81 14693 1870 \n",
- "82 1144519 1818 \n",
- "83 1043277 1905 \n",
- "84 813672 1988 \n",
- "85 1590895 1973 \n",
- "86 906345 1981 \n",
- "87 16732 1869 \n",
- "88 927628 1994 \n",
- "89 721371 1971 \n",
- "90 1170010 1993 \n",
- "91 815097 1972 \n",
- "92 1783180 2020 (1915) \n",
- "93 1596783 2007 \n",
- "94 18230 1925 \n",
- "95 1374310 1973 \n",
- "96 1138118 1906 \n",
- "97 1402057 1984 \n",
- "98 1306830 1918 \n",
- "99 1071739 1984 \n",
- "100 1130310 1882 \n",
- "101 1725057 1992 \n",
- "102 1324404 1946 \n",
- "103 1100682 1947 \n",
- "104 316709 1971 \n",
- "105 1091667 1993 \n",
- "106 93410 1879 \n",
- "107 1058090 1993 \n",
- "108 896159 1985 \n",
- "109 313927 1847 \n",
- "110 1739940 1982 \n",
- "111 20286 1950 \n",
- "112 723254 1929 \n",
- "113 858877 1984 \n",
- "114 831001 1998 \n",
- "115 759944 1828 \n",
- "116 21076 1913 \n",
- "117 1156375 1848 \n",
- "118 811156 1886 \n",
- "119 21344 1886 \n",
- "120 1058290 1994 \n",
- "121 21665 1806 \n",
- "122 1166691 1963 \n",
- "123 28412 1849 \n",
- "124 23217 1919 \n",
- "125 1163165 2002 \n",
- "126 1047862 1823 \n",
- "127 16918 1945 \n",
- "128 1868275 1999 \n",
- "129 711404 1958 \n",
- "130 900075 1982 \n",
- "131 24741 1851 \n",
- "132 1755672 2019 \n",
- "133 1057352 1987 \n",
- "134 909832 1976 \n",
- "135 858470 2021 (1989) \n",
- "136 1051470 1994 \n",
- "137 277948 1980 \n",
- "138 26172 1919 \n",
- "139 64803 1996 \n",
- "140 882184 1978 \n",
- "141 313616 1969 \n",
- "142 940944 1938 \n",
- "143 927066 1979 \n",
- "144 315189 1837 \n",
- "145 27904 1929 \n",
- "146 818479 2016 (1969) \n",
- "147 1090012 1971 \n",
- "148 1093557 1999 \n",
- "149 1539838 2007 \n",
- "150 1297996 2004 \n",
- "151 1393612 1985 \n",
- "152 1744489 1923 \n",
- "153 29534 1939 \n",
- "154 935703 1986 \n",
- "155 715957 1983 \n",
- "156 1286681 1960 \n",
- "157 29905 1955 \n",
- "158 1751788 2019 \n",
- "159 936340 1995 \n",
- "160 1326160 1904 \n",
- "161 1666700 2017 \n",
- "162 1688568 2017 \n",
- "163 915389 1920 \n",
- "164 1551182 1911 \n",
- "165 1065088 1995 \n",
- "166 31462 1923 \n",
- "167 827052 1886 \n",
- "168 1099800 1958 \n",
- "169 712515 1982 \n",
- "170 1156039 2014 (1946) \n",
- "171 59478 1876 \n",
- "172 32604 1890 \n",
- "173 1463101 2006 \n",
- "174 65984 1913 \n",
- "175 821189 1999 \n",
- "176 1352010 1993 \n",
- "177 33213 1888 \n",
- "178 33185 1899 \n",
- "179 1101239 1998 \n",
- "180 906107 1969 \n",
- "181 920522 1971 \n",
- "182 1001250 1946 \n",
- "183 1370637 2005 \n",
- "184 1095073 1973 \n",
- "185 1711269 1909 \n",
- "186 72741 1966 \n",
- "187 1109357 2000 \n",
- "188 1324424 1996 \n",
- "189 746515 1979 \n",
- "190 1289490 1977 \n",
- "191 34088 1999 \n",
- "192 1048695 1996 \n",
- "193 1013237 1978 \n",
- "194 814547 1956 \n",
- "195 815556 1967 \n",
- "196 34903 1962 \n",
- "197 1048911 1971 \n",
- "198 35527 1858 \n",
- "199 1274494 1999 \n",
- "200 1031296 1997 \n",
- "201 1136893 1968 \n",
- "202 798354 1984 \n",
- "203 1175454 2000 \n",
- "204 37785 1883 \n",
- "205 37996 1903 \n",
- "206 1262039 2000 \n",
- "207 1659166 2016 \n",
- "208 1754301 2019 \n",
- "209 1754301 2019 \n",
- "210 38777 1947 \n",
- "211 831259 1912 \n",
- "212 1121788 1989 \n",
- "213 749251 1979 \n",
- "214 1932393 1994 \n",
- "215 849399 1982 \n",
- "216 1474735 1959 \n",
- "217 40533 1899 \n",
- "218 40545 1892 \n",
- "219 40704 1856 \n",
- "220 1467858 1908 \n",
- "221 40987 1925 \n",
- "222 882095 1987 \n",
- "223 320335 1900 \n",
- "224 1123360 2000 \n",
- "225 886982 1869 \n",
- "226 45012 1919 \n",
- "227 874766 1810 \n",
- "228 46080 1923 \n",
- "229 860730 1968 \n",
- "230 765880 1985 \n",
- "231 1000228 1932 \n",
- "232 47111 1894 \n",
- "233 4447 1919 \n",
- "234 1645590 2015 \n",
- "235 1585689 1919 \n",
- "236 859737 1985 \n",
- "237 354950 1978 \n",
- "238 773840 1906 \n",
- "239 48465 1891 \n",
- "240 1070750 1993 \n",
- "241 4281 2016 \n",
- "242 47217 1939 (2015) \n",
- "243 49071 1961 \n",
- "244 49196 1866 \n",
- "245 1501585 2011 \n",
- "246 51143 1911 \n",
- "247 832101 1988 \n",
- "248 874716 1983 \n",
- "249 49826 1912 \n",
- "250 1110803 1998 \n",
- "251 879169 1991 \n",
- "252 1699150 1859 \n",
- "253 1145197 2000 \n",
- "254 50863 1968 \n",
- "255 1571949 2000 \n",
- "256 51253 1958 (1889) \n",
- "257 51434 1898 \n",
- "258 51644 1961 (1930) \n",
- "259 896878 1983 \n",
- "260 1035267 1995 \n",
- "261 914208 1935 \n",
- "262 1687229 2012 \n",
- "263 1478242 1982 \n",
- "264 1020569 1951 \n",
- "265 728535 1961 \n",
- "266 779152 1976 \n",
- "267 52988 1947 \n",
- "268 200406 1886 \n",
- "269 833444 1885 \n",
- "270 19617 2000 (1799 / 1871) \n",
- "271 1043604 1996 \n",
- "272 55067 1906 \n",
- "273 1418135 1981 \n",
- "274 91576 1825 \n",
- "275 1601046 2014 (1939) \n",
- "276 55785 1872 \n",
- "277 879101 1958 \n",
- "278 1506307 1997 \n",
- "279 319201 1975/1977 (1997) \n",
- "280 1637459 2015 (1869) \n",
- "281 56873 1883 \n",
- "282 202058 2019 (1895) \n",
- "283 920148 1978 \n",
- "284 707549 1980 \n",
- "285 1679273 2016 (1950) \n",
- "286 1300514 1988 \n",
- "287 1336920 1969 \n",
- "288 920760 1954 \n",
- "289 59558 1905 \n",
- "290 1707925 1879 \n",
- "291 1335258 2010 \n",
- "292 1065696 1998 \n",
- "293 936468 1995 \n",
- "294 60086 1959 \n",
- "295 60667 1904/1946/1959 \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 891103 1986 \n",
- "307 63754 1889 \n",
- "308 63908 1940 \n",
- "309 927653 1833 \n",
- "310 1613103 1949 \n",
- "311 310158 1891 \n",
- "312 1326801 2004 \n",
- "313 1099219 1868 \n",
- "314 1037646 1945 \n",
- "315 789570 1986 \n",
- "316 827054 1989 \n",
- "317 723125 1978 \n",
- "318 789019 1975 \n",
- "319 912595 1977 \n",
- "320 1682852 2010 \n",
- "321 851968 1878 \n",
- "322 1179929 1980 \n",
- "323 24545 2005 (Molson 1786, Coors 1873) \n",
- "324 1103982 2012 \n",
- "325 1280452 1997 \n",
- "326 865752 2012 (1935) \n",
- "327 1059556 1909 \n",
- "328 895421 1935 \n",
- "329 1285785 2004 (1865 / 1909) \n",
- "330 68505 1928 (2011) \n",
- "331 1408198 1969 \n",
- "332 1120193 1971 \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 320187 1964 \n",
- "341 1111711 1912 \n",
- "342 72331 1935 \n",
- "343 702165 1881/1894 (1980) \n",
- "344 73124 1889 \n",
- "345 1133421 1994 (Northrop 1939, Grumman 1930) \n",
- "346 1513761 2011 (1966) \n",
- "347 1013871 1992 \n",
- "348 73309 1940 \n",
- "349 1045810 1993 \n",
- "350 906163 1980 \n",
- "351 1413447 1953 \n",
- "352 898173 1957 \n",
- "353 797468 1920 \n",
- "354 878927 1934 \n",
- "355 29989 1986 \n",
- "356 1097864 1999 \n",
- "357 1039684 1906 \n",
- "358 1341439 1977 \n",
- "359 1821825 2021 \n",
- "360 1781335 2020 (1853) \n",
- "361 75362 1905 \n",
- "362 75677 1959 \n",
- "363 1327567 2005 \n",
- "364 813828 2019 (1952) \n",
- "365 76334 1917 \n",
- "366 723531 1971 \n",
- "367 1590955 1998 \n",
- "368 1633917 1998 \n",
- "369 77360 1966 \n",
- "370 77476 1898 \n",
- "371 78003 1849 \n",
- "372 1004980 1905 \n",
- "373 1413329 2008 (1847) \n",
- "374 1534701 2012 (1917) \n",
- "375 764622 1985 \n",
- "376 1038357 1997 \n",
- "377 713676 1845 \n",
- "378 945841 1993 \n",
- "379 79879 1883 \n",
- "380 922224 1920 \n",
- "381 1126328 1879 \n",
- "382 80424 1837 \n",
- "383 80661 1937 \n",
- "384 1045609 1983 \n",
- "385 1137774 1875 \n",
- "386 788784 1903 \n",
- "387 857005 1985 \n",
- "388 1393311 1972 \n",
- "389 822416 1956 \n",
- "390 1604778 2015 \n",
- "391 1050915 1997 \n",
- "392 804328 1985 \n",
- "393 1022079 1967 \n",
- "394 1037038 1967 \n",
- "395 720005 1962 \n",
- "396 101829 1922 \n",
- "397 726728 1969 \n",
- "398 910606 1963 \n",
- "399 872589 1988 \n",
- "400 1281761 1971 \n",
- "401 1060391 1998 (1981) \n",
- "402 943819 1989 \n",
- "403 31791 1937 \n",
- "404 315213 1948 \n",
- "405 1024478 1903 \n",
- "406 84839 1948 \n",
- "407 882835 1981 \n",
- "408 745732 1982 \n",
- "409 884887 1997 \n",
- "410 64040 1917 \n",
- "411 1108524 1999 \n",
- "412 1034054 1989 \n",
- "413 87347 1926 \n",
- "414 1137789 1979 \n",
- "415 1012100 1960 \n",
- "416 1032208 1998 \n",
- "417 1373715 2003 \n",
- "418 89800 1866 \n",
- "419 1063761 2003 \n",
- "420 4127 2002 \n",
- "421 91419 1897 \n",
- "422 91440 1920 \n",
- "423 1419612 2006 \n",
- "424 92122 1945 \n",
- "425 92380 1967 \n",
- "426 93556 1843 \n",
- "427 829224 1971 \n",
- "428 93751 1792 \n",
- "429 1022671 1993 \n",
- "430 1757898 1985 \n",
- "431 310764 1941 \n",
- "432 1601712 2003 \n",
- "433 883241 1986 \n",
- "434 96021 1969 \n",
- "435 1283699 1994 \n",
- "436 1113169 1937 \n",
- "437 946581 1993 \n",
- "438 1116132 2017 \n",
- "439 1389170 2005 \n",
- "440 27419 1902 \n",
- "441 1385157 2007 \n",
- "442 1094285 1960 \n",
- "443 96943 1943 \n",
- "444 97210 1960 \n",
- "445 1318605 2003 \n",
- "446 97476 1930 \n",
- "447 217346 1923 \n",
- "448 97745 2006 (1902) \n",
- "449 109198 1987 \n",
- "450 916365 1938 \n",
- "451 1466258 1871 \n",
- "452 1260221 1993 \n",
- "453 86312 1853 \n",
- "454 864749 1978 \n",
- "455 92230 1872 \n",
- "456 860731 1966 \n",
- "457 100493 1935 \n",
- "458 36104 1968 \n",
- "459 74208 1972 \n",
- "460 1403568 1990 \n",
- "461 100885 1862 \n",
- "462 100517 1967 \n",
- "463 1090727 1907 \n",
- "464 1067701 1997 \n",
- "465 731766 1977 \n",
- "466 352915 1979 \n",
- "467 1035002 1980 \n",
- "468 740260 1998 \n",
- "469 1014473 1995 \n",
- "470 1442145 1971 \n",
- "471 732712 1983 (1877) \n",
- "472 875320 1989 \n",
- "473 103379 1899 \n",
- "474 1792044 1961 \n",
- "475 1705696 2017 \n",
- "476 1403161 1958 \n",
- "477 1396009 1909 \n",
- "478 943452 1999 (1869) \n",
- "479 1618921 2014 \n",
- "480 104169 1962 \n",
- "481 1437107 2022 \n",
- "482 823768 1968 \n",
- "483 1000697 1958 \n",
- "484 783325 1896 \n",
- "485 72971 1852 \n",
- "486 766704 1970 \n",
- "487 105770 1923 \n",
- "488 106040 1970 \n",
- "489 1732845 2015 \n",
- "490 106535 1900 \n",
- "491 106640 1911 \n",
- "492 107263 1908 \n",
- "493 1140536 2016 \n",
- "494 277135 1927 \n",
- "495 1174922 2002 \n",
- "496 72903 1909 \n",
- "497 1524472 2011 \n",
- "498 1041061 1997 \n",
- "499 877212 1969 \n",
- "500 1136869 1927 \n",
- "501 109380 1873 \n",
- "502 1555280 1952 "
+ " Founded \n",
+ "0 1902 \n",
+ "1 1916 \n",
+ "2 1888 \n",
+ "3 2013 (1888) \n",
+ "4 1989 \n",
+ "5 1982 \n",
+ "6 1969 \n",
+ "7 1981 \n",
+ "8 1955 \n",
+ "9 1999 \n",
+ "10 1940 \n",
+ "11 2008 \n",
+ "12 1998 \n",
+ "13 1994 \n",
+ "14 1994 \n",
+ "15 1997 \n",
+ "16 1908 \n",
+ "17 1917 \n",
+ "18 1931 \n",
+ "19 1998 \n",
+ "20 1998 \n",
+ "21 1985 \n",
+ "22 1994 \n",
+ "23 2019 (1860) \n",
+ "24 1902 \n",
+ "25 1934 \n",
+ "26 1906 \n",
+ "27 1850 \n",
+ "28 1919 \n",
+ "29 1995 \n",
+ "30 1886 \n",
+ "31 1894 \n",
+ "32 1930 \n",
+ "33 1980 \n",
+ "34 1932 \n",
+ "35 1965 \n",
+ "36 1969 \n",
+ "37 1982 (1919) \n",
+ "38 1954 \n",
+ "39 1977 \n",
+ "40 1967 \n",
+ "41 1994 \n",
+ "42 1995 \n",
+ "43 1902 \n",
+ "44 2004 \n",
+ "45 1927 \n",
+ "46 1892 \n",
+ "47 1983 (1885) \n",
+ "48 1906 \n",
+ "49 1982 \n",
+ "50 1949 \n",
+ "51 1979 \n",
+ "52 1978 \n",
+ "53 1990 \n",
+ "54 1993 \n",
+ "55 2017 \n",
+ "56 1880 \n",
+ "57 1998 (1923 / 1874) \n",
+ "58 1784 \n",
+ "59 1963 \n",
+ "60 1931 \n",
+ "61 1897 \n",
+ "62 1839 \n",
+ "63 1966 \n",
+ "64 1952 \n",
+ "65 1976 \n",
+ "66 1978 \n",
+ "67 1988 \n",
+ "68 1985 \n",
+ "69 1916 \n",
+ "70 1996 \n",
+ "71 1880 \n",
+ "72 1970 \n",
+ "73 1979 \n",
+ "74 1989 (1887) \n",
+ "75 1961 \n",
+ "76 1962 \n",
+ "77 1939 \n",
+ "78 1870 \n",
+ "79 1998 \n",
+ "80 1818 \n",
+ "81 1988 \n",
+ "82 1973 \n",
+ "83 1981 \n",
+ "84 1869 \n",
+ "85 1994 \n",
+ "86 1971 \n",
+ "87 1993 \n",
+ "88 1972 \n",
+ "89 2020 (1915, United Technologies spinoff) \n",
+ "90 2007 \n",
+ "91 1925 \n",
+ "92 1973 \n",
+ "93 1906 \n",
+ "94 1984 \n",
+ "95 1918 \n",
+ "96 1985 \n",
+ "97 1984 \n",
+ "98 1882 \n",
+ "99 1992 \n",
+ "100 1946 \n",
+ "101 1905 \n",
+ "102 1947 \n",
+ "103 1971 \n",
+ "104 1993 \n",
+ "105 1879 \n",
+ "106 1993 \n",
+ "107 1985 \n",
+ "108 1847 \n",
+ "109 1982 \n",
+ "110 1950 \n",
+ "111 1929 \n",
+ "112 1984 \n",
+ "113 1998 \n",
+ "114 1828 \n",
+ "115 1913 \n",
+ "116 1848 \n",
+ "117 1886 \n",
+ "118 1886 \n",
+ "119 1994 \n",
+ "120 1806 \n",
+ "121 1963 \n",
+ "122 1849 \n",
+ "123 1919 \n",
+ "124 2002 \n",
+ "125 1823 \n",
+ "126 1945 \n",
+ "127 1999 \n",
+ "128 1958 \n",
+ "129 1982 \n",
+ "130 1851 \n",
+ "131 2019 \n",
+ "132 1987 \n",
+ "133 1976 \n",
+ "134 2021 (1989) \n",
+ "135 1994 \n",
+ "136 1980 \n",
+ "137 1919 \n",
+ "138 1996 \n",
+ "139 1969 \n",
+ "140 1938 \n",
+ "141 1979 \n",
+ "142 1837 \n",
+ "143 1929 \n",
+ "144 2016 (1969) \n",
+ "145 1971 \n",
+ "146 1999 \n",
+ "147 2007 \n",
+ "148 2004 \n",
+ "149 1985 \n",
+ "150 1939 \n",
+ "151 1986 \n",
+ "152 1983 \n",
+ "153 1960 \n",
+ "154 1955 \n",
+ "155 2019 (1897) \n",
+ "156 1978 \n",
+ "157 1995 \n",
+ "158 1904 \n",
+ "159 2017 (1802) \n",
+ "160 1920 \n",
+ "161 1911 \n",
+ "162 1995 \n",
+ "163 1923 \n",
+ "164 1886 \n",
+ "165 1958 \n",
+ "166 1982 \n",
+ "167 2014 (1946) \n",
+ "168 1876 \n",
+ "169 1890 \n",
+ "170 2006 \n",
+ "171 1913 \n",
+ "172 1999 \n",
+ "173 1993 \n",
+ "174 1888 \n",
+ "175 1899 \n",
+ "176 1998 \n",
+ "177 1969 \n",
+ "178 1971 \n",
+ "179 1946 \n",
+ "180 2005 \n",
+ "181 1973 \n",
+ "182 1909 \n",
+ "183 1966 \n",
+ "184 2000 \n",
+ "185 1996 \n",
+ "186 1979 \n",
+ "187 1977 \n",
+ "188 1999 \n",
+ "189 1996 \n",
+ "190 1978 \n",
+ "191 1956 \n",
+ "192 1967 \n",
+ "193 1962 \n",
+ "194 1971 \n",
+ "195 1968 \n",
+ "196 1858 \n",
+ "197 1999 \n",
+ "198 1997 \n",
+ "199 1984 \n",
+ "200 2000 \n",
+ "201 1883 \n",
+ "202 1903 \n",
+ "203 2000 \n",
+ "204 2016 \n",
+ "205 2019 \n",
+ "206 2019 \n",
+ "207 1947 \n",
+ "208 1912 \n",
+ "209 1989 \n",
+ "210 1979 \n",
+ "211 1994 \n",
+ "212 1982 \n",
+ "213 1959 \n",
+ "214 1899 \n",
+ "215 1892 \n",
+ "216 1856 \n",
+ "217 1908 \n",
+ "218 1925 \n",
+ "219 1987 \n",
+ "220 2000 \n",
+ "221 1900 \n",
+ "222 1869 \n",
+ "223 1919 \n",
+ "224 1810 \n",
+ "225 1923 \n",
+ "226 1968 \n",
+ "227 1985 \n",
+ "228 1932 \n",
+ "229 1894 \n",
+ "230 1919 \n",
+ "231 2015 \n",
+ "232 1919 \n",
+ "233 1985 \n",
+ "234 1978 \n",
+ "235 1906 \n",
+ "236 1891 \n",
+ "237 1993 \n",
+ "238 2016 \n",
+ "239 1939 (2015) \n",
+ "240 1888 \n",
+ "241 1961 \n",
+ "242 1866 \n",
+ "243 2011 \n",
+ "244 1911 \n",
+ "245 1988 \n",
+ "246 1983 \n",
+ "247 1912 \n",
+ "248 1998 \n",
+ "249 1991 \n",
+ "250 1859 \n",
+ "251 2000 \n",
+ "252 1968 \n",
+ "253 2000 \n",
+ "254 1958 (1889) \n",
+ "255 1898 \n",
+ "256 1961 (1930) \n",
+ "257 1983 \n",
+ "258 1995 \n",
+ "259 1935 \n",
+ "260 2012 \n",
+ "261 1982 \n",
+ "262 1951 \n",
+ "263 1961 \n",
+ "264 1966 \n",
+ "265 1976 \n",
+ "266 1947 \n",
+ "267 1886 \n",
+ "268 1885 \n",
+ "269 2000 (1799 / 1871) \n",
+ "270 1996 \n",
+ "271 1906 \n",
+ "272 2022 (Johnson & Johnson spinoff) \n",
+ "273 1981 \n",
+ "274 1825 \n",
+ "275 2014 (1939) \n",
+ "276 1872 \n",
+ "277 1958 \n",
+ "278 1997 \n",
+ "279 1975/1977 (1997) \n",
+ "280 2015 (1869) \n",
+ "281 1883 \n",
+ "282 2019 (L3 1997, Harris 1895) \n",
+ "283 1978 \n",
+ "284 1980 \n",
+ "285 2016 (1950) \n",
+ "286 1988 \n",
+ "287 1969 \n",
+ "288 1954 \n",
+ "289 1879 \n",
+ "290 2010 \n",
+ "291 1998 \n",
+ "292 1995 \n",
+ "293 1959 \n",
+ "294 1904/1946/1959 \n",
+ "295 1998 \n",
+ "296 2007 \n",
+ "297 1856 \n",
+ "298 1887 \n",
+ "299 2009 (1887) \n",
+ "300 2000 \n",
+ "301 1927 \n",
+ "302 1905 \n",
+ "303 1993 \n",
+ "304 1929 \n",
+ "305 1966 \n",
+ "306 1986 \n",
+ "307 1889 \n",
+ "308 1940 \n",
+ "309 1833 \n",
+ "310 1949 \n",
+ "311 1891 \n",
+ "312 2004 \n",
+ "313 1868 \n",
+ "314 1945 \n",
+ "315 1986 \n",
+ "316 1989 \n",
+ "317 1978 \n",
+ "318 1975 \n",
+ "319 1977 \n",
+ "320 2010 \n",
+ "321 1878 \n",
+ "322 1980 \n",
+ "323 2005 (Molson 1786, Coors 1873) \n",
+ "324 2012 \n",
+ "325 1997 \n",
+ "326 2012 (1935) \n",
+ "327 1909 \n",
+ "328 1935 \n",
+ "329 2004 (1865 / 1909) \n",
+ "330 1928 (2011) \n",
+ "331 1969 \n",
+ "332 1971 \n",
+ "333 1992 \n",
+ "334 1997 \n",
+ "335 1921 \n",
+ "336 2013 (News Corporation 1980) \n",
+ "337 2013 (News Corporation 1980) \n",
+ "338 1984 (1925) \n",
+ "339 1964 \n",
+ "340 1912 \n",
+ "341 1935 \n",
+ "342 1881/1894 (1980) \n",
+ "343 1889 \n",
+ "344 1994 (Northrop 1939, Grumman 1930) \n",
+ "345 2011 (1966) \n",
+ "346 1992 \n",
+ "347 1940 \n",
+ "348 1993 \n",
+ "349 1980 \n",
+ "350 1953 \n",
+ "351 1957 \n",
+ "352 1920 \n",
+ "353 1934 \n",
+ "354 1986 \n",
+ "355 1999 \n",
+ "356 1906 \n",
+ "357 1977 \n",
+ "358 2020 (1853, United Technologies spinoff) \n",
+ "359 1905 \n",
+ "360 1959 \n",
+ "361 2005 \n",
+ "362 2019 (Paramount Pictures 1912) \n",
+ "363 1917 \n",
+ "364 1971 \n",
+ "365 1998 \n",
+ "366 1998 \n",
+ "367 1966 \n",
+ "368 1898 \n",
+ "369 1849 \n",
+ "370 1905 \n",
+ "371 2008 (1847) \n",
+ "372 2012 (1917) \n",
+ "373 1985 \n",
+ "374 1997 \n",
+ "375 1845 \n",
+ "376 1993 \n",
+ "377 1883 \n",
+ "378 1920 \n",
+ "379 1879 \n",
+ "380 1837 \n",
+ "381 1937 \n",
+ "382 1983 \n",
+ "383 1875 \n",
+ "384 1903 \n",
+ "385 1985 \n",
+ "386 1972 \n",
+ "387 1956 \n",
+ "388 2015 \n",
+ "389 1997 \n",
+ "390 1985 \n",
+ "391 1967 \n",
+ "392 1967 \n",
+ "393 1962 \n",
+ "394 1922 \n",
+ "395 1969 \n",
+ "396 1963 \n",
+ "397 1988 \n",
+ "398 1971 \n",
+ "399 1998 (1981) \n",
+ "400 1989 \n",
+ "401 1937 \n",
+ "402 1948 \n",
+ "403 1903 \n",
+ "404 1948 \n",
+ "405 1981 \n",
+ "406 1982 \n",
+ "407 1997 \n",
+ "408 1917 \n",
+ "409 1999 \n",
+ "410 1989 \n",
+ "411 1926 \n",
+ "412 1979 \n",
+ "413 1998 \n",
+ "414 2003 \n",
+ "415 1866 \n",
+ "416 2003 \n",
+ "417 2002 \n",
+ "418 1897 \n",
+ "419 1920 \n",
+ "420 1945 \n",
+ "421 1967 \n",
+ "422 1843 \n",
+ "423 1971 \n",
+ "424 1792 \n",
+ "425 1993 \n",
+ "426 1985 \n",
+ "427 1941 \n",
+ "428 2003 \n",
+ "429 1986 \n",
+ "430 1969 \n",
+ "431 1994 \n",
+ "432 1937 \n",
+ "433 1993 \n",
+ "434 2017 \n",
+ "435 2005 \n",
+ "436 1902 \n",
+ "437 2007 \n",
+ "438 1960 \n",
+ "439 1943 \n",
+ "440 1960 \n",
+ "441 2003 \n",
+ "442 1930 \n",
+ "443 1923 \n",
+ "444 2006 (1902) \n",
+ "445 1987 \n",
+ "446 1938 \n",
+ "447 1871 \n",
+ "448 1993 \n",
+ "449 1853 \n",
+ "450 1978 \n",
+ "451 1872 \n",
+ "452 1966 \n",
+ "453 1935 \n",
+ "454 1968 \n",
+ "455 2009 \n",
+ "456 1972 \n",
+ "457 1990 \n",
+ "458 1862 \n",
+ "459 1967 \n",
+ "460 1907 \n",
+ "461 1997 \n",
+ "462 1977 \n",
+ "463 1979 \n",
+ "464 1980 \n",
+ "465 1998 \n",
+ "466 2023 (Danaher spinoff) \n",
+ "467 1995 \n",
+ "468 1971 \n",
+ "469 1983 (1877) \n",
+ "470 1989 \n",
+ "471 1899 \n",
+ "472 1961 \n",
+ "473 2017 \n",
+ "474 1958 \n",
+ "475 1909 \n",
+ "476 1967 \n",
+ "477 1999 (1869) \n",
+ "478 2014 \n",
+ "479 1962 \n",
+ "480 1923 \n",
+ "481 2022 (Warner Bros. 1923) \n",
+ "482 1968 \n",
+ "483 1958 \n",
+ "484 1896 \n",
+ "485 1852 \n",
+ "486 1970 \n",
+ "487 1923 \n",
+ "488 1970 \n",
+ "489 2015 \n",
+ "490 1900 \n",
+ "491 1911 \n",
+ "492 1908 \n",
+ "493 2016 \n",
+ "494 1927 \n",
+ "495 2002 \n",
+ "496 1909 \n",
+ "497 2011 \n",
+ "498 1997 \n",
+ "499 1969 \n",
+ "500 1927 \n",
+ "501 1873 \n",
+ "502 1952 "
]
},
"execution_count": 4,
@@ -7725,6 +7725,13 @@
"print('{} (retrieved {})'.format(title, dt_string))\n",
"sp500"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
@@ -7765,5 +7772,5 @@
}
},
"nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
}
diff --git a/sp500_by_date.ipynb b/sp500_by_date.ipynb
index b89b067..2d88659 100644
--- a/sp500_by_date.ipynb
+++ b/sp500_by_date.ipynb
@@ -143,24 +143,24 @@
" \n",
" \n",
" \n",
- " | 2023-05-04 | \n",
- " A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,... | \n",
+ " 2023-08-25 | \n",
+ " A,AAL,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,ADM,... | \n",
"
\n",
" \n",
- " | 2023-05-16 | \n",
- " A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,... | \n",
+ " 2023-08-30 | \n",
+ " A,AAL,AAPL,ABBV,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,... | \n",
"
\n",
" \n",
- " | 2023-06-07 | \n",
- " A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,... | \n",
+ " 2023-09-18 | \n",
+ " A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM... | \n",
"
\n",
" \n",
- " | 2023-06-10 | \n",
- " A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,... | \n",
+ " 2023-10-02 | \n",
+ " A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM... | \n",
"
\n",
" \n",
- " | 2023-06-20 | \n",
- " A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,... | \n",
+ " 2023-10-18 | \n",
+ " A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM... | \n",
"
\n",
" \n",
"\n",
@@ -169,11 +169,11 @@
"text/plain": [
" tickers\n",
"date \n",
- "2023-05-04 A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,...\n",
- "2023-05-16 A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,...\n",
- "2023-06-07 A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,...\n",
- "2023-06-10 A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,...\n",
- "2023-06-20 A,AAL,AAP,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,..."
+ "2023-08-25 A,AAL,AAPL,ABBV,ABC,ABT,ACGL,ACN,ADBE,ADI,ADM,...\n",
+ "2023-08-30 A,AAL,AAPL,ABBV,ABT,ACGL,ACN,ADBE,ADI,ADM,ADP,...\n",
+ "2023-09-18 A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM...\n",
+ "2023-10-02 A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM...\n",
+ "2023-10-18 A,AAL,AAPL,ABBV,ABNB,ABT,ACGL,ACN,ADBE,ADI,ADM..."
]
},
"execution_count": 5,
@@ -182,7 +182,7 @@
}
],
"source": [
- "filename = 'S&P 500 Historical Components & Changes(08-01-2023).csv'\n",
+ "filename = 'S&P 500 Historical Components & Changes(12-30-2023).csv'\n",
"df = get_table(filename)\n",
"df.tail()"
]
@@ -227,24 +227,24 @@
" \n",
" \n",
" \n",
- " | 2023-05-04 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-08-25 | \n",
+ " [A, AAL, AAPL, ABBV, ABC, ABT, ACGL, ACN, ADBE... | \n",
"
\n",
" \n",
- " | 2023-05-16 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-08-30 | \n",
+ " [A, AAL, AAPL, ABBV, ABT, ACGL, ACN, ADBE, ADI... | \n",
"
\n",
" \n",
- " | 2023-06-07 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-09-18 | \n",
+ " [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB... | \n",
"
\n",
" \n",
- " | 2023-06-10 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-10-02 | \n",
+ " [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB... | \n",
"
\n",
" \n",
- " | 2023-06-20 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-10-18 | \n",
+ " [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB... | \n",
"
\n",
" \n",
"\n",
@@ -253,11 +253,11 @@
"text/plain": [
" tickers\n",
"date \n",
- "2023-05-04 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-05-16 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-06-07 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-06-10 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-06-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,..."
+ "2023-08-25 [A, AAL, AAPL, ABBV, ABC, ABT, ACGL, ACN, ADBE...\n",
+ "2023-08-30 [A, AAL, AAPL, ABBV, ABT, ACGL, ACN, ADBE, ADI...\n",
+ "2023-09-18 [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB...\n",
+ "2023-10-02 [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB...\n",
+ "2023-10-18 [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB..."
]
},
"execution_count": 6,
@@ -361,7 +361,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 12,
"metadata": {
"ExecuteTime": {
"end_time": "2020-04-21T03:40:07.172402Z",
@@ -379,14 +379,14 @@
}
],
"source": [
- "past = last_row['tickers'][0]\n",
+ "past = last_row['tickers'].iloc[0]\n",
"print('*'*40, f'S&P 500 on {snap_shot}', '*'*40)\n",
"print(past)"
]
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 13,
"metadata": {
"ExecuteTime": {
"end_time": "2020-04-21T03:40:07.209243Z",
@@ -404,7 +404,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 14,
"metadata": {
"ExecuteTime": {
"end_time": "2020-04-21T03:40:07.242625Z",
@@ -417,10 +417,10 @@
"output_type": "stream",
"text": [
"**************************************** ADDED since 2018-10-23 ****************************************\n",
- "['CSGP', 'BALL', 'ON', 'MOH', 'PODD', 'CARR', 'CDAY', 'RVTY', 'CTVA', 'CE', 'BBWI', 'FICO', 'WAB', 'NDSN', 'WTW', 'ETSY', 'ATO', 'MTCH', 'CRL', 'MRNA', 'PTC', 'SEDG', 'META', 'WRB', 'CEG', 'AXON', 'LDOS', 'GL', 'HWM', 'ACGL', 'VTRS', 'TECH', 'INVH', 'LVS', 'GNRC', 'EPAM', 'DPZ', 'POOL', 'STLD', 'DD', 'CTRA', 'FSLR', 'OTIS', 'JKHY', 'NOW', 'LIN', 'IEX', 'KEYS', 'VICI', 'TSLA', 'DXCM', 'ELV', 'BKR', 'CTLT', 'CDW', 'TFC', 'PAYC', 'FANG', 'WBD', 'J', 'TER', 'STE', 'LHX', 'PANW', 'ENPH', 'GEN', 'MPWR', 'NVR', 'ODFL', 'TRGP', 'PEAK', 'TYL', 'FI', 'AMCR', 'CPT', 'TMUS', 'LW', 'OGN', 'ZBRA', 'TFX', 'BG', 'TDY', 'KDP', 'DOW', 'GEHC', 'PARA', 'TRMB', 'RTX', 'FDS', 'LYV', 'WST', 'EG', 'BRO', 'TT', 'NXPI', 'BIO', 'MKTX', 'CZR']\n",
+ "['LDOS', 'GNRC', 'BALL', 'J', 'HUBB', 'PANW', 'CE', 'MKTX', 'STE', 'BX', 'LHX', 'TT', 'MRNA', 'DPZ', 'ATO', 'LYV', 'ELV', 'LULU', 'META', 'POOL', 'WRB', 'TMUS', 'RTX', 'FI', 'TRGP', 'ZBRA', 'TER', 'ON', 'PTC', 'JBL', 'LIN', 'GL', 'KDP', 'GEHC', 'PEAK', 'PODD', 'RVTY', 'JKHY', 'BIO', 'VICI', 'CTVA', 'DXCM', 'WST', 'EG', 'ENPH', 'NVR', 'VTRS', 'ETSY', 'TDY', 'GEN', 'TECH', 'TRMB', 'BBWI', 'CTRA', 'AMCR', 'MOH', 'MTCH', 'LVS', 'INVH', 'UBER', 'CPT', 'FDS', 'BKR', 'TYL', 'VLTO', 'BRO', 'CDW', 'KVUE', 'AXON', 'ODFL', 'CRL', 'ACGL', 'OTIS', 'KEYS', 'PARA', 'FANG', 'CDAY', 'LW', 'BLDR', 'NXPI', 'PAYC', 'CZR', 'EPAM', 'IEX', 'FSLR', 'STLD', 'TSLA', 'MPWR', 'NDSN', 'TFC', 'WBD', 'WTW', 'CTLT', 'TFX', 'COR', 'DOW', 'CARR', 'CSGP', 'CEG', 'WAB', 'HWM', 'DD', 'BG', 'NOW', 'FICO', 'ABNB']\n",
"\n",
"**************************************** REMOVED since 2018-10-23 ****************************************\n",
- "['CBS', 'PX', 'ETFC', 'FLR', 'CERN', 'COG', 'JEF', 'SYMC', 'MAT', 'STI', 'UAA', 'SLG', 'APC', 'UNM', 'KSU', 'XEC', 'BHGE', 'BHF', 'ARNC', 'HFC', 'ADS', 'DRE', 'INFO', 'AET', 'COTY', 'ALXN', 'AIV', 'DWDP', 'ANTM', 'NKTR', 'CA', 'DISCA', 'TRIP', 'WLTW', 'DISCK', 'FB', 'LLL', 'PBCT', 'NFX', 'M', 'HBI', 'AMG', 'HRS', 'XLNX', 'VIAB', 'TIF', 'HP', 'PVH', 'RHT', 'CTL', 'JEC', 'RE', 'FTI', 'TWTR', 'TMK', 'MAC', 'CELG', 'WU', 'CPRI', 'JWN', 'FL', 'GPS', 'NBL', 'VNO', 'MYL', 'ESRX', 'FLS', 'SIVB', 'FBHS', 'HCP', 'LEG', 'PKI', 'NOV', 'BLL', 'PRGO', 'DISH', 'COL', 'LB', 'UA', 'VAR', 'AGN', 'XRX', 'WCG', 'IPGP', 'CTXS', 'HRB', 'NLSN', 'FISV', 'CXO', 'HOG', 'SCG', 'SRCL', 'BBT', 'GT', 'ABMD', 'FLIR', 'RTN', 'KSS', 'UTX', 'TSS']\n"
+ "['SEE', 'FB', 'NLSN', 'ARNC', 'GT', 'PBCT', 'NOV', 'KSU', 'BHF', 'NKTR', 'FLIR', 'AMG', 'MAC', 'LEG', 'JEC', 'RE', 'CPRI', 'CTL', 'COL', 'HRB', 'TWTR', 'BBT', 'CERN', 'HRS', 'DISH', 'CBS', 'VAR', 'SCG', 'ALK', 'ESRX', 'FTI', 'CELG', 'SLG', 'XLNX', 'RTN', 'AIV', 'DISCK', 'FBHS', 'LLL', 'FL', 'JWN', 'NFX', 'XRX', 'DXC', 'NBL', 'ADS', 'STI', 'BLL', 'PRGO', 'VIAB', 'JEF', 'CA', 'ATVI', 'WU', 'AGN', 'M', 'HFC', 'UA', 'ETFC', 'MAT', 'HBI', 'SRCL', 'ABC', 'CTXS', 'LNC', 'WLTW', 'UAA', 'PKI', 'LB', 'SYMC', 'TRIP', 'VNO', 'ALXN', 'WCG', 'UNM', 'DWDP', 'TIF', 'IPGP', 'AAP', 'PVH', 'INFO', 'BHGE', 'KSS', 'PX', 'XEC', 'TSS', 'SIVB', 'ANTM', 'DISCA', 'CXO', 'AET', 'MYL', 'HP', 'FLR', 'FISV', 'COTY', 'COG', 'TMK', 'HOG', 'FLS', 'NWL', 'APC', 'RHT', 'HCP', 'ABMD', 'UTX', 'DRE', 'GPS']\n"
]
}
],
@@ -436,6 +436,13 @@
"print('*'*40, f'REMOVED since {snap_shot}', '*'*40)\n",
"print(removed)"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
@@ -476,5 +483,5 @@
}
},
"nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
}
diff --git a/sp500_changes_since_2019.csv b/sp500_changes_since_2019.csv
index ee64838..a485f36 100644
--- a/sp500_changes_since_2019.csv
+++ b/sp500_changes_since_2019.csv
@@ -75,4 +75,9 @@ date,add,remove
2023-06-07,"FI","FISV"
2023-06-10,"EG","RE"
2023-06-20,"PANW","DISH"
+2023-08-25,"KVUE","AAP"
+2023-08-30,"COR","ABC"
+2023-09-18,"ABNB,BX","NWL,LNC"
+2023-10-02,"VLTO","DXC"
+2023-10-18,"LULU,HUBB,BLDR,JBL,UBER","ATVI,OGN,SEDG,ALK,SEE"
diff --git a/sp500_historical.ipynb b/sp500_historical.ipynb
index 2c669eb..99b7614 100644
--- a/sp500_historical.ipynb
+++ b/sp500_historical.ipynb
@@ -940,89 +940,119 @@
" [PANW] | \n",
" [DISH] | \n",
" \n",
+ " \n",
+ " | 2023-08-25 | \n",
+ " [KVUE] | \n",
+ " [AAP] | \n",
+ "
\n",
+ " \n",
+ " | 2023-08-30 | \n",
+ " [COR] | \n",
+ " [ABC] | \n",
+ "
\n",
+ " \n",
+ " | 2023-09-18 | \n",
+ " [ABNB, BX] | \n",
+ " [LNC, NWL] | \n",
+ "
\n",
+ " \n",
+ " | 2023-10-02 | \n",
+ " [VLTO] | \n",
+ " [DXC] | \n",
+ "
\n",
+ " \n",
+ " | 2023-10-18 | \n",
+ " [BLDR, HUBB, JBL, LULU, UBER] | \n",
+ " [ALK, ATVI, OGN, SEDG, SEE] | \n",
+ "
\n",
" \n",
"\n",
""
],
"text/plain": [
- " add remove\n",
- "date \n",
- "2019-01-18 [TFX] [PCG]\n",
- "2019-02-15 [ATO] [NFX]\n",
- "2019-02-27 [WAB] [GT]\n",
- "2019-04-02 [DOW] [BHF]\n",
- "2019-06-01 [LHX] [HRS]\n",
- "2019-06-03 [CTVA, DD] [DWDP, FLR]\n",
- "2019-06-07 [AMCR] [MAT]\n",
- "2019-07-01 [MKTX] [LLL]\n",
- "2019-07-15 [TMUS] [RHT]\n",
- "2019-08-08 [GL] [TMK]\n",
- "2019-08-09 [IEX, LDOS] [APC, FL]\n",
- "2019-09-23 [CDW] [TSS]\n",
- "2019-09-26 [NVR] [JEF]\n",
- "2019-10-03 [LVS] [NKTR]\n",
- "2019-10-18 [BKR] [BHGE]\n",
- "2019-11-05 [NLOK, PEAK] [HCP, SYMC]\n",
- "2019-11-21 [NOW] [CELG]\n",
- "2019-12-05 [VIAC, WRB] [CBS, VIAB]\n",
- "2019-12-09 [ODFL, TFC] [BBT, STI]\n",
- "2019-12-10 [J] [JEC]\n",
- "2019-12-23 [LYV, STE, ZBRA] [AMG, MAC, TRIP]\n",
- "2020-01-28 [PAYC] [WCG]\n",
- "2020-03-03 [TT] [XEC]\n",
- "2020-04-03 [CARR, OTIS, RTX] [UTX]\n",
- "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]\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]\n",
- "2020-12-21 [TSLA] [AIV]\n",
- "2021-01-07 [ENPH] [TIF]\n",
- "2021-01-21 [TRMB] [CXO]\n",
- "2021-02-12 [MPWR] [FTI]\n",
- "2021-03-22 [CZR, GNRC, NXPI, PENN] [FLS, SLG, VNT, XRX]\n",
- "2021-04-20 [PTC] [VAR]\n",
- "2021-05-14 [CRL] [FLIR]\n",
- "2021-06-04 [OGN] [HFC]\n",
- "2021-07-21 [MRNA] [ALXN]\n",
- "2021-08-03 [BBWI] [LB]\n",
- "2021-08-30 [TECH] [MXIM]\n",
- "2021-09-20 [BRO, CDAY, MTCH] [NOV, PRGO, UNM]\n",
- "2021-10-04 [CTRA] [COG]\n",
- "2021-12-14 [EPAM] [KSU]\n",
- "2021-12-20 [FDS, SBNY, SEDG] [HBI, LEG, WU]\n",
- "2022-01-20 [WTW] [WLTW]\n",
- "2022-02-02 [CEG] [GPS]\n",
- "2022-02-15 [NDSN] [XLNX]\n",
- "2022-02-17 [PARA] [VIAC]\n",
- "2022-03-02 [MOH] [INFO]\n",
- "2022-04-04 [CPT] [PBCT]\n",
- "2022-04-11 [WBD] [DISCA, DISCK]\n",
- "2022-05-10 [BALL] [BLL]\n",
- "2022-06-08 [VICI] [CERN]\n",
- "2022-06-09 [META] [FB]\n",
- "2022-06-21 [ON] [IPGP]\n",
- "2022-06-21 [KDP] [UA, UAA]\n",
- "2022-06-28 [ELV] [ANTM]\n",
- "2022-09-19 [CSGP, INVH] [PENN, PVH]\n",
- "2022-10-03 [EQT, PCG] [CTXS, DRE]\n",
- "2022-10-12 [TRGP] [NLSN]\n",
- "2022-11-01 [ACGL] [TWTR]\n",
- "2022-11-08 [GEN] [NLOK]\n",
- "2022-12-19 [FSLR] [FBHS]\n",
- "2022-12-22 [STLD] [ABMD]\n",
- "2023-01-04 [GEHC] [VNO]\n",
- "2023-03-15 [BG, PODD] [SBNY, SIVB]\n",
- "2023-03-20 [FICO] [LUMN]\n",
- "2023-05-04 [AXON] [FRC]\n",
- "2023-05-16 [RVTY] [PKI]\n",
- "2023-06-07 [FI] [FISV]\n",
- "2023-06-10 [EG] [RE]\n",
- "2023-06-20 [PANW] [DISH]"
+ " add remove\n",
+ "date \n",
+ "2019-01-18 [TFX] [PCG]\n",
+ "2019-02-15 [ATO] [NFX]\n",
+ "2019-02-27 [WAB] [GT]\n",
+ "2019-04-02 [DOW] [BHF]\n",
+ "2019-06-01 [LHX] [HRS]\n",
+ "2019-06-03 [CTVA, DD] [DWDP, FLR]\n",
+ "2019-06-07 [AMCR] [MAT]\n",
+ "2019-07-01 [MKTX] [LLL]\n",
+ "2019-07-15 [TMUS] [RHT]\n",
+ "2019-08-08 [GL] [TMK]\n",
+ "2019-08-09 [IEX, LDOS] [APC, FL]\n",
+ "2019-09-23 [CDW] [TSS]\n",
+ "2019-09-26 [NVR] [JEF]\n",
+ "2019-10-03 [LVS] [NKTR]\n",
+ "2019-10-18 [BKR] [BHGE]\n",
+ "2019-11-05 [NLOK, PEAK] [HCP, SYMC]\n",
+ "2019-11-21 [NOW] [CELG]\n",
+ "2019-12-05 [VIAC, WRB] [CBS, VIAB]\n",
+ "2019-12-09 [ODFL, TFC] [BBT, STI]\n",
+ "2019-12-10 [J] [JEC]\n",
+ "2019-12-23 [LYV, STE, ZBRA] [AMG, MAC, TRIP]\n",
+ "2020-01-28 [PAYC] [WCG]\n",
+ "2020-03-03 [TT] [XEC]\n",
+ "2020-04-03 [CARR, OTIS, RTX] [UTX]\n",
+ "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]\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]\n",
+ "2020-12-21 [TSLA] [AIV]\n",
+ "2021-01-07 [ENPH] [TIF]\n",
+ "2021-01-21 [TRMB] [CXO]\n",
+ "2021-02-12 [MPWR] [FTI]\n",
+ "2021-03-22 [CZR, GNRC, NXPI, PENN] [FLS, SLG, VNT, XRX]\n",
+ "2021-04-20 [PTC] [VAR]\n",
+ "2021-05-14 [CRL] [FLIR]\n",
+ "2021-06-04 [OGN] [HFC]\n",
+ "2021-07-21 [MRNA] [ALXN]\n",
+ "2021-08-03 [BBWI] [LB]\n",
+ "2021-08-30 [TECH] [MXIM]\n",
+ "2021-09-20 [BRO, CDAY, MTCH] [NOV, PRGO, UNM]\n",
+ "2021-10-04 [CTRA] [COG]\n",
+ "2021-12-14 [EPAM] [KSU]\n",
+ "2021-12-20 [FDS, SBNY, SEDG] [HBI, LEG, WU]\n",
+ "2022-01-20 [WTW] [WLTW]\n",
+ "2022-02-02 [CEG] [GPS]\n",
+ "2022-02-15 [NDSN] [XLNX]\n",
+ "2022-02-17 [PARA] [VIAC]\n",
+ "2022-03-02 [MOH] [INFO]\n",
+ "2022-04-04 [CPT] [PBCT]\n",
+ "2022-04-11 [WBD] [DISCA, DISCK]\n",
+ "2022-05-10 [BALL] [BLL]\n",
+ "2022-06-08 [VICI] [CERN]\n",
+ "2022-06-09 [META] [FB]\n",
+ "2022-06-21 [ON] [IPGP]\n",
+ "2022-06-21 [KDP] [UA, UAA]\n",
+ "2022-06-28 [ELV] [ANTM]\n",
+ "2022-09-19 [CSGP, INVH] [PENN, PVH]\n",
+ "2022-10-03 [EQT, PCG] [CTXS, DRE]\n",
+ "2022-10-12 [TRGP] [NLSN]\n",
+ "2022-11-01 [ACGL] [TWTR]\n",
+ "2022-11-08 [GEN] [NLOK]\n",
+ "2022-12-19 [FSLR] [FBHS]\n",
+ "2022-12-22 [STLD] [ABMD]\n",
+ "2023-01-04 [GEHC] [VNO]\n",
+ "2023-03-15 [BG, PODD] [SBNY, SIVB]\n",
+ "2023-03-20 [FICO] [LUMN]\n",
+ "2023-05-04 [AXON] [FRC]\n",
+ "2023-05-16 [RVTY] [PKI]\n",
+ "2023-06-07 [FI] [FISV]\n",
+ "2023-06-10 [EG] [RE]\n",
+ "2023-06-20 [PANW] [DISH]\n",
+ "2023-08-25 [KVUE] [AAP]\n",
+ "2023-08-30 [COR] [ABC]\n",
+ "2023-09-18 [ABNB, BX] [LNC, NWL]\n",
+ "2023-10-02 [VLTO] [DXC]\n",
+ "2023-10-18 [BLDR, HUBB, JBL, LULU, UBER] [ALK, ATVI, OGN, SEDG, SEE]"
]
},
"execution_count": 12,
@@ -1057,7 +1087,7 @@
"\n",
" new_row = df.tail(1)\n",
" \n",
- " tickers = list(new_row['tickers'][0])\n",
+ " tickers = list(new_row['tickers'].iloc[0])\n",
" tickers += change.add\n",
" tickers = list(set(tickers) - set(change.remove))\n",
" tickers = sorted(tickers)\n",
@@ -1109,24 +1139,24 @@
" \n",
" \n",
" \n",
- " | 2023-05-04 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-08-25 | \n",
+ " [A, AAL, AAPL, ABBV, ABC, ABT, ACGL, ACN, ADBE... | \n",
"
\n",
" \n",
- " | 2023-05-16 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-08-30 | \n",
+ " [A, AAL, AAPL, ABBV, ABT, ACGL, ACN, ADBE, ADI... | \n",
"
\n",
" \n",
- " | 2023-06-07 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-09-18 | \n",
+ " [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB... | \n",
"
\n",
" \n",
- " | 2023-06-10 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-10-02 | \n",
+ " [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB... | \n",
"
\n",
" \n",
- " | 2023-06-20 | \n",
- " [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,... | \n",
+ " 2023-10-18 | \n",
+ " [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB... | \n",
"
\n",
" \n",
"\n",
@@ -1135,11 +1165,11 @@
"text/plain": [
" tickers\n",
"date \n",
- "2023-05-04 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-05-16 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-06-07 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-06-10 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,...\n",
- "2023-06-20 [A, AAL, AAP, AAPL, ABBV, ABC, ABT, ACGL, ACN,..."
+ "2023-08-25 [A, AAL, AAPL, ABBV, ABC, ABT, ACGL, ACN, ADBE...\n",
+ "2023-08-30 [A, AAL, AAPL, ABBV, ABT, ACGL, ACN, ADBE, ADI...\n",
+ "2023-09-18 [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB...\n",
+ "2023-10-02 [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB...\n",
+ "2023-10-18 [A, AAL, AAPL, ABBV, ABNB, ABT, ACGL, ACN, ADB..."
]
},
"execution_count": 14,
@@ -1177,7 +1207,7 @@
"filename = 'sp500.csv'\n",
"current = pd.read_csv(filename)\n",
"current = list(current['Symbol'])\n",
- "last_entry = list(df['tickers'][-1])\n",
+ "last_entry = list(df['tickers'].iloc[-1])\n",
"\n",
"diff = list(set(current) - set(last_entry)) + list(set(last_entry) - set(current))\n",
"diff"
@@ -1190,8 +1220,7 @@
"ExecuteTime": {
"end_time": "2020-04-21T03:37:52.235860Z",
"start_time": "2020-04-21T03:37:52.153035Z"
- },
- "scrolled": true
+ }
},
"outputs": [
{
@@ -1324,5 +1353,5 @@
}
},
"nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
}