diff --git a/IndexComponents/SP500StockList.csv b/IndexComponents/SP500StockList.csv index b4d91e3..2883256 100644 --- a/IndexComponents/SP500StockList.csv +++ b/IndexComponents/SP500StockList.csv @@ -1,506 +1,506 @@ -Ticker,Company,GICSSector,GICSSubIndustry -MMM,3M Company,Industrials,Industrial Conglomerates -ABT,Abbott Laboratories,Health Care,Health Care Equipment -ABBV,AbbVie Inc.,Health Care,Pharmaceuticals -ABMD,ABIOMED Inc,Health Care,Health Care Equipment -ACN,Accenture plc,Information Technology,IT Consulting & Other Services -ATVI,Activision Blizzard,Communication Services,Interactive Home Entertainment -ADBE,Adobe Inc.,Information Technology,Application Software -AMD,Advanced Micro Devices Inc,Information Technology,Semiconductors -AAP,Advance Auto Parts,Consumer Discretionary,Automotive Retail -AES,AES Corp,Utilities,Independent Power Producers & Energy Traders -AFL,AFLAC Inc,Financials,Life & Health Insurance -A,Agilent Technologies Inc,Health Care,Health Care Equipment -APD,Air Products & Chemicals Inc,Materials,Industrial Gases -AKAM,Akamai Technologies Inc,Information Technology,Internet Services & Infrastructure -ALK,Alaska Air Group Inc,Industrials,Airlines -ALB,Albemarle Corp,Materials,Specialty Chemicals -ARE,Alexandria Real Estate Equities,Real Estate,Office REITs -ALXN,Alexion Pharmaceuticals,Health Care,Biotechnology -ALGN,Align Technology,Health Care,Health Care Supplies -ALLE,Allegion,Industrials,Building Products -AGN,"Allergan, plc",Health Care,Pharmaceuticals -ADS,Alliance Data Systems,Information Technology,Data Processing & Outsourced Services -LNT,Alliant Energy Corp,Utilities,Electric Utilities -ALL,Allstate Corp,Financials,Property & Casualty Insurance -GOOGL,Alphabet Inc Class A,Communication Services,Interactive Media & Services -GOOG,Alphabet Inc Class C,Communication Services,Interactive Media & Services -MO,Altria Group Inc,Consumer Staples,Tobacco -AMZN,Amazon.com Inc.,Consumer Discretionary,Internet & Direct Marketing Retail -AMCR,Amcor plc,Materials,Paper Packaging -AEE,Ameren Corp,Utilities,Multi-Utilities -AAL,American Airlines Group,Industrials,Airlines -AEP,American Electric Power,Utilities,Electric Utilities -AXP,American Express Co,Financials,Consumer Finance -AIG,American International Group,Financials,Property & Casualty Insurance -AMT,American Tower Corp.,Real Estate,Specialized REITs -AWK,American Water Works Company Inc,Utilities,Water Utilities -AMP,Ameriprise Financial,Financials,Asset Management & Custody Banks -ABC,AmerisourceBergen Corp,Health Care,Health Care Distributors -AME,AMETEK Inc.,Industrials,Electrical Components & Equipment -AMGN,Amgen Inc.,Health Care,Biotechnology -APH,Amphenol Corp,Information Technology,Electronic Components -ADI,"Analog Devices, Inc.",Information Technology,Semiconductors -ANSS,ANSYS,Information Technology,Application Software -ANTM,Anthem,Health Care,Managed Health Care -AON,Aon plc,Financials,Insurance Brokers -AOS,A.O. Smith Corp,Industrials,Building Products -APA,Apache Corporation,Energy,Oil & Gas Exploration & Production -AIV,Apartment Investment & Management,Real Estate,Residential REITs -AAPL,Apple Inc.,Information Technology,"Technology Hardware, Storage & Peripherals" -AMAT,Applied Materials Inc.,Information Technology,Semiconductor Equipment -APTV,Aptiv PLC,Consumer Discretionary,Auto Parts & Equipment -ADM,Archer-Daniels-Midland Co,Consumer Staples,Agricultural Products -ANET,Arista Networks,Information Technology,Communications Equipment -AJG,Arthur J. Gallagher & Co.,Financials,Insurance Brokers -AIZ,Assurant,Financials,Multi-line Insurance -T,AT&T Inc.,Communication Services,Integrated Telecommunication Services -ATO,Atmos Energy,Utilities,Gas Utilities -ADSK,Autodesk Inc.,Information Technology,Application Software -ADP,Automatic Data Processing,Information Technology,Internet Services & Infrastructure -AZO,AutoZone Inc,Consumer Discretionary,Specialty Stores -AVB,"AvalonBay Communities, Inc.",Real Estate,Residential REITs -AVY,Avery Dennison Corp,Materials,Paper Packaging -BKR,Baker Hughes Co,Energy,Oil & Gas Equipment & Services -BLL,Ball Corp,Materials,Metal & Glass Containers -BAC,Bank of America Corp,Financials,Diversified Banks -BK,The Bank of New York Mellon Corp.,Financials,Asset Management & Custody Banks -BAX,Baxter International Inc.,Health Care,Health Care Equipment -BDX,Becton Dickinson,Health Care,Health Care Equipment -BRK-B,Berkshire Hathaway,Financials,Multi-Sector Holdings -BBY,Best Buy Co. Inc.,Consumer Discretionary,Computer & Electronics Retail -BIIB,Biogen Inc.,Health Care,Biotechnology -BLK,BlackRock,Financials,Asset Management & Custody Banks -BA,Boeing Company,Industrials,Aerospace & Defense -BKNG,Booking Holdings Inc,Consumer Discretionary,Internet & Direct Marketing Retail -BWA,BorgWarner,Consumer Discretionary,Auto Parts & Equipment -BXP,Boston Properties,Real Estate,Office REITs -BSX,Boston Scientific,Health Care,Health Care Equipment -BMY,Bristol-Myers Squibb,Health Care,Health Care Distributors -AVGO,Broadcom Inc.,Information Technology,Semiconductors -BR,Broadridge Financial Solutions,Information Technology,Data Processing & Outsourced Services -BF-B,Brown-Forman Corp.,Consumer Staples,Distillers & Vintners -CHRW,C. H. Robinson Worldwide,Industrials,Air Freight & Logistics -COG,Cabot Oil & Gas,Energy,Oil & Gas Exploration & Production -CDNS,Cadence Design Systems,Information Technology,Application Software -CPB,Campbell Soup,Consumer Staples,Packaged Foods & Meats -COF,Capital One Financial,Financials,Consumer Finance -CPRI,Capri Holdings,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -CAH,Cardinal Health Inc.,Health Care,Health Care Distributors -KMX,Carmax Inc,Consumer Discretionary,Specialty Stores -CCL,Carnival Corp.,Consumer Discretionary,"Hotels, Resorts & Cruise Lines" -CARR,Carrier Global,Industrials,Building Products -CAT,Caterpillar Inc.,Industrials,Construction Machinery & Heavy Trucks -CBOE,Cboe Global Markets,Financials,Financial Exchanges & Data -CBRE,CBRE Group,Real Estate,Real Estate Services -CDW,CDW,Information Technology,Technology Distributors -CE,Celanese,Materials,Specialty Chemicals -CNC,Centene Corporation,Health Care,Managed Health Care -CNP,CenterPoint Energy,Utilities,Multi-Utilities -CTL,CenturyLink Inc,Communication Services,Alternative Carriers -CERN,Cerner,Health Care,Health Care Technology -CF,CF Industries Holdings Inc,Materials,Fertilizers & Agricultural Chemicals -SCHW,Charles Schwab Corporation,Financials,Investment Banking & Brokerage -CHTR,Charter Communications,Communication Services,Cable & Satellite -CVX,Chevron Corp.,Energy,Integrated Oil & Gas -CMG,Chipotle Mexican Grill,Consumer Discretionary,Restaurants -CB,Chubb Limited,Financials,Property & Casualty Insurance -CHD,Church & Dwight,Consumer Staples,Household Products -CI,CIGNA Corp.,Health Care,Managed Health Care -CINF,Cincinnati Financial,Financials,Property & Casualty Insurance -CTAS,Cintas Corporation,Industrials,Diversified Support Services -CSCO,Cisco Systems,Information Technology,Communications Equipment -C,Citigroup Inc.,Financials,Diversified Banks -CFG,Citizens Financial Group,Financials,Regional Banks -CTXS,Citrix Systems,Information Technology,Application Software -CLX,The Clorox Company,Consumer Staples,Household Products -CME,CME Group Inc.,Financials,Financial Exchanges & Data -CMS,CMS Energy,Utilities,Multi-Utilities -KO,Coca-Cola Company,Consumer Staples,Soft Drinks -CTSH,Cognizant Technology Solutions,Information Technology,IT Consulting & Other Services -CL,Colgate-Palmolive,Consumer Staples,Household Products -CMCSA,Comcast Corp.,Communication Services,Cable & Satellite -CMA,Comerica Inc.,Financials,Diversified Banks -CAG,Conagra Brands,Consumer Staples,Packaged Foods & Meats -CXO,Concho Resources,Energy,Oil & Gas Exploration & Production -COP,ConocoPhillips,Energy,Oil & Gas Exploration & Production -ED,Consolidated Edison,Utilities,Electric Utilities -STZ,Constellation Brands,Consumer Staples,Distillers & Vintners -COO,The Cooper Companies,Health Care,Health Care Supplies -CPRT,Copart Inc,Industrials,Diversified Support Services -GLW,Corning Inc.,Information Technology,Electronic Components -CTVA,Corteva,Materials,Fertilizers & Agricultural Chemicals -COST,Costco Wholesale Corp.,Consumer Staples,Hypermarkets & Super Centers -COTY,"Coty, Inc",Consumer Staples,Personal Products -CCI,Crown Castle International Corp.,Real Estate,Specialized REITs -CSX,CSX Corp.,Industrials,Railroads -CMI,Cummins Inc.,Industrials,Industrial Machinery -CVS,CVS Health,Health Care,Health Care Services -DHI,D. R. Horton,Consumer Discretionary,Homebuilding -DHR,Danaher Corp.,Health Care,Health Care Equipment -DRI,Darden Restaurants,Consumer Discretionary,Restaurants -DVA,DaVita Inc.,Health Care,Health Care Facilities -DE,Deere & Co.,Industrials,Agricultural & Farm Machinery -DAL,Delta Air Lines Inc.,Industrials,Airlines -XRAY,Dentsply Sirona,Health Care,Health Care Supplies -DVN,Devon Energy,Energy,Oil & Gas Exploration & Production -FANG,Diamondback Energy,Energy,Oil & Gas Exploration & Production -DLR,Digital Realty Trust Inc,Real Estate,Specialized REITs -DFS,Discover Financial Services,Financials,Consumer Finance -DISCA,Discovery Inc. Class A,Communication Services,Broadcasting -DISCK,Discovery Inc. Class C,Communication Services,Broadcasting -DISH,Dish Network,Communication Services,Cable & Satellite -DG,Dollar General,Consumer Discretionary,General Merchandise Stores -DLTR,Dollar Tree,Consumer Discretionary,General Merchandise Stores -D,Dominion Energy,Utilities,Electric Utilities -DOV,Dover Corporation,Industrials,Industrial Machinery -DOW,Dow Inc.,Materials,Commodity Chemicals -DTE,DTE Energy Co.,Utilities,Multi-Utilities -DUK,Duke Energy,Utilities,Electric Utilities -DRE,Duke Realty Corp,Real Estate,Industrial REITs -DD,DuPont de Nemours Inc,Materials,Specialty Chemicals -DXC,DXC Technology,Information Technology,IT Consulting & Other Services -ETFC,E*Trade,Financials,Investment Banking & Brokerage -EMN,Eastman Chemical,Materials,Diversified Chemicals -ETN,Eaton Corporation,Industrials,Electrical Components & Equipment -EBAY,eBay Inc.,Consumer Discretionary,Internet & Direct Marketing Retail -ECL,Ecolab Inc.,Materials,Specialty Chemicals -EIX,Edison Int'l,Utilities,Electric Utilities -EW,Edwards Lifesciences,Health Care,Health Care Equipment -EA,Electronic Arts,Communication Services,Interactive Home Entertainment -EMR,Emerson Electric Company,Industrials,Electrical Components & Equipment -ETR,Entergy Corp.,Utilities,Electric Utilities -EOG,EOG Resources,Energy,Oil & Gas Exploration & Production -EFX,Equifax Inc.,Industrials,Research & Consulting Services -EQIX,Equinix,Real Estate,Specialized REITs -EQR,Equity Residential,Real Estate,Residential REITs -ESS,"Essex Property Trust, Inc.",Real Estate,Residential REITs -EL,EstŽe Lauder Companies,Consumer Staples,Personal Products -EVRG,Evergy,Utilities,Electric Utilities -ES,Eversource Energy,Utilities,Multi-Utilities -RE,Everest Re Group Ltd.,Financials,Reinsurance -EXC,Exelon Corp.,Utilities,Multi-Utilities -EXPE,Expedia Group,Consumer Discretionary,Internet & Direct Marketing Retail -EXPD,Expeditors,Industrials,Air Freight & Logistics -EXR,Extra Space Storage,Real Estate,Specialized REITs -XOM,Exxon Mobil Corp.,Energy,Integrated Oil & Gas -FFIV,F5 Networks,Information Technology,Communications Equipment -FB,"Facebook, Inc.",Communication Services,Interactive Media & Services -FAST,Fastenal Co,Industrials,Building Products -FRT,Federal Realty Investment Trust,Real Estate,Retail REITs -FDX,FedEx Corporation,Industrials,Air Freight & Logistics -FIS,Fidelity National Information Services,Information Technology,Data Processing & Outsourced Services -FITB,Fifth Third Bancorp,Financials,Regional Banks -FE,FirstEnergy Corp,Utilities,Electric Utilities -FRC,First Republic Bank,Financials,Regional Banks -FISV,Fiserv Inc,Information Technology,Data Processing & Outsourced Services -FLT,FleetCor Technologies Inc,Information Technology,Data Processing & Outsourced Services -FLIR,FLIR Systems,Information Technology,Electronic Equipment & Instruments -FLS,Flowserve Corporation,Industrials,Industrial Machinery -FMC,FMC Corporation,Materials,Fertilizers & Agricultural Chemicals -F,Ford Motor Company,Consumer Discretionary,Automobile Manufacturers -FTNT,Fortinet,Information Technology,Systems Software -FTV,Fortive Corp,Industrials,Industrial Machinery -FBHS,Fortune Brands Home & Security,Industrials,Building Products -FOXA,Fox Corporation Class A,Communication Services,Movies & Entertainment -FOX,Fox Corporation Class B,Communication Services,Movies & Entertainment -BEN,Franklin Resources,Financials,Asset Management & Custody Banks -FCX,Freeport-McMoRan Inc.,Materials,Copper -GPS,Gap Inc.,Consumer Discretionary,Apparel Retail -GRMN,Garmin Ltd.,Consumer Discretionary,Consumer Electronics -IT,Gartner Inc,Information Technology,IT Consulting & Other Services -GD,General Dynamics,Industrials,Aerospace & Defense -GE,General Electric,Industrials,Industrial Conglomerates -GIS,General Mills,Consumer Staples,Packaged Foods & Meats -GM,General Motors,Consumer Discretionary,Automobile Manufacturers -GPC,Genuine Parts,Consumer Discretionary,Specialty Stores -GILD,Gilead Sciences,Health Care,Biotechnology -GL,Globe Life Inc.,Financials,Life & Health Insurance -GPN,Global Payments Inc.,Information Technology,Data Processing & Outsourced Services -GS,Goldman Sachs Group,Financials,Investment Banking & Brokerage -GWW,Grainger (W.W.) Inc.,Industrials,Industrial Machinery -HRB,H&R Block,Consumer Discretionary,Specialized Consumer Services -HAL,Halliburton Co.,Energy,Oil & Gas Equipment & Services -HBI,Hanesbrands Inc,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -HOG,Harley-Davidson,Consumer Discretionary,Motorcycle Manufacturers -HIG,Hartford Financial Svc.Gp.,Financials,Property & Casualty Insurance -HAS,Hasbro Inc.,Consumer Discretionary,Leisure Products -HCA,HCA Healthcare,Health Care,Health Care Facilities -PEAK,Healthpeak Properties,Real Estate,Health Care REITs -HP,Helmerich & Payne,Energy,Oil & Gas Drilling -HSIC,Henry Schein,Health Care,Health Care Distributors -HSY,The Hershey Company,Consumer Staples,Packaged Foods & Meats -HES,Hess Corporation,Energy,Integrated Oil & Gas -HPE,Hewlett Packard Enterprise,Information Technology,"Technology Hardware, Storage & Peripherals" -HLT,Hilton Worldwide Holdings Inc,Consumer Discretionary,"Hotels, Resorts & Cruise Lines" -HFC,HollyFrontier Corp,Energy,Oil & Gas Refining & Marketing -HOLX,Hologic,Health Care,Health Care Equipment -HD,Home Depot,Consumer Discretionary,Home Improvement Retail -HON,Honeywell Int'l Inc.,Industrials,Industrial Conglomerates -HRL,Hormel Foods Corp.,Consumer Staples,Packaged Foods & Meats -HST,Host Hotels & Resorts,Real Estate,Hotel & Resort REITs -HWM,Howmet Aerospace,Industrials,Aerospace & Defense -HPQ,HP Inc.,Information Technology,"Technology Hardware, Storage & Peripherals" -HUM,Humana Inc.,Health Care,Managed Health Care -HBAN,Huntington Bancshares,Financials,Regional Banks -HII,Huntington Ingalls Industries,Industrials,Aerospace & Defense -IEX,IDEX Corporation,Industrials,Industrial Machinery -IDXX,IDEXX Laboratories,Health Care,Health Care Equipment -INFO,IHS Markit Ltd.,Industrials,Research & Consulting Services -ITW,Illinois Tool Works,Industrials,Industrial Machinery -ILMN,Illumina Inc,Health Care,Life Sciences Tools & Services -INCY,Incyte,Health Care,Biotechnology -IR,Ingersoll Rand,Industrials,Industrial Machinery -INTC,Intel Corp.,Information Technology,Semiconductors -ICE,Intercontinental Exchange,Financials,Financial Exchanges & Data -IBM,International Business Machines,Information Technology,IT Consulting & Other Services -IP,International Paper,Materials,Paper Packaging -IPG,Interpublic Group,Communication Services,Advertising -IFF,Intl Flavors & Fragrances,Materials,Specialty Chemicals -INTU,Intuit Inc.,Information Technology,Application Software -ISRG,Intuitive Surgical Inc.,Health Care,Health Care Equipment -IVZ,Invesco Ltd.,Financials,Asset Management & Custody Banks -IPGP,IPG Photonics Corp.,Information Technology,Electronic Manufacturing Services -IQV,IQVIA Holdings Inc.,Health Care,Life Sciences Tools & Services -IRM,Iron Mountain Incorporated,Real Estate,Specialized REITs -JKHY,Jack Henry & Associates,Information Technology,Data Processing & Outsourced Services -J,Jacobs Engineering Group,Industrials,Construction & Engineering -JBHT,J. B. Hunt Transport Services,Industrials,Trucking -SJM,JM Smucker,Consumer Staples,Packaged Foods & Meats -JNJ,Johnson & Johnson,Health Care,Pharmaceuticals -JCI,Johnson Controls International,Industrials,Building Products -JPM,JPMorgan Chase & Co.,Financials,Diversified Banks -JNPR,Juniper Networks,Information Technology,Communications Equipment -KSU,Kansas City Southern,Industrials,Railroads -K,Kellogg Co.,Consumer Staples,Packaged Foods & Meats -KEY,KeyCorp,Financials,Regional Banks -KEYS,Keysight Technologies,Information Technology,Electronic Equipment & Instruments -KMB,Kimberly-Clark,Consumer Staples,Household Products -KIM,Kimco Realty,Real Estate,Retail REITs -KMI,Kinder Morgan,Energy,Oil & Gas Storage & Transportation -KLAC,KLA Corporation,Information Technology,Semiconductor Equipment -KSS,Kohl's Corp.,Consumer Discretionary,General Merchandise Stores -KHC,Kraft Heinz Co,Consumer Staples,Packaged Foods & Meats -KR,Kroger Co.,Consumer Staples,Food Retail -LB,L Brands Inc.,Consumer Discretionary,Apparel Retail -LHX,L3Harris Technologies,Industrials,Aerospace & Defense -LH,Laboratory Corp. of America Holding,Health Care,Health Care Services -LRCX,Lam Research,Information Technology,Semiconductor Equipment -LW,Lamb Weston Holdings Inc,Consumer Staples,Packaged Foods & Meats -LVS,Las Vegas Sands,Consumer Discretionary,Casinos & Gaming -LEG,Leggett & Platt,Consumer Discretionary,Home Furnishings -LDOS,Leidos Holdings,Information Technology,IT Consulting & Other Services -LEN,Lennar Corp.,Consumer Discretionary,Homebuilding -LLY,Lilly (Eli) & Co.,Health Care,Pharmaceuticals -LNC,Lincoln National,Financials,Multi-line Insurance -LIN,Linde plc,Materials,Industrial Gases -LYV,Live Nation Entertainment,Communication Services,Movies & Entertainment -LKQ,LKQ Corporation,Consumer Discretionary,Distributors -LMT,Lockheed Martin Corp.,Industrials,Aerospace & Defense -L,Loews Corp.,Financials,Multi-line Insurance -LOW,Lowe's Cos.,Consumer Discretionary,Home Improvement Retail -LYB,LyondellBasell,Materials,Specialty Chemicals -MTB,M&T Bank Corp.,Financials,Regional Banks -MRO,Marathon Oil Corp.,Energy,Oil & Gas Exploration & Production -MPC,Marathon Petroleum,Energy,Oil & Gas Refining & Marketing -MKTX,MarketAxess,Financials,Financial Exchanges & Data -MAR,Marriott Int'l.,Consumer Discretionary,"Hotels, Resorts & Cruise Lines" -MMC,Marsh & McLennan,Financials,Insurance Brokers -MLM,Martin Marietta Materials,Materials,Construction Materials -MAS,Masco Corp.,Industrials,Building Products -MA,Mastercard Inc.,Information Technology,Data Processing & Outsourced Services -MKC,McCormick & Co.,Consumer Staples,Packaged Foods & Meats -MXIM,Maxim Integrated Products Inc,Information Technology,Semiconductors -MCD,McDonald's Corp.,Consumer Discretionary,Restaurants -MCK,McKesson Corp.,Health Care,Health Care Distributors -MDT,Medtronic plc,Health Care,Health Care Equipment -MRK,Merck & Co.,Health Care,Pharmaceuticals -MET,MetLife Inc.,Financials,Life & Health Insurance -MTD,Mettler Toledo,Health Care,Life Sciences Tools & Services -MGM,MGM Resorts International,Consumer Discretionary,Casinos & Gaming -MCHP,Microchip Technology,Information Technology,Semiconductors -MU,Micron Technology,Information Technology,Semiconductors -MSFT,Microsoft Corp.,Information Technology,Systems Software -MAA,Mid-America Apartments,Real Estate,Residential REITs -MHK,Mohawk Industries,Consumer Discretionary,Home Furnishings -TAP,Molson Coors Brewing Company,Consumer Staples,Brewers -MDLZ,Mondelez International,Consumer Staples,Packaged Foods & Meats -MNST,Monster Beverage,Consumer Staples,Soft Drinks -MCO,Moody's Corp,Financials,Financial Exchanges & Data -MS,Morgan Stanley,Financials,Investment Banking & Brokerage -MOS,The Mosaic Company,Materials,Fertilizers & Agricultural Chemicals -MSI,Motorola Solutions Inc.,Information Technology,Communications Equipment -MSCI,MSCI Inc,Financials,Financial Exchanges & Data -MYL,Mylan N.V.,Health Care,Pharmaceuticals -NDAQ,"Nasdaq, Inc.",Financials,Financial Exchanges & Data -NOV,National Oilwell Varco Inc.,Energy,Oil & Gas Equipment & Services -NTAP,NetApp,Information Technology,"Technology Hardware, Storage & Peripherals" -NFLX,Netflix Inc.,Communication Services,Movies & Entertainment -NWL,Newell Brands,Consumer Discretionary,Housewares & Specialties -NEM,Newmont Corporation,Materials,Gold -NWSA,News Corp. Class A,Communication Services,Publishing -NWS,News Corp. Class B,Communication Services,Publishing -NEE,NextEra Energy,Utilities,Multi-Utilities -NLSN,Nielsen Holdings,Industrials,Research & Consulting Services -NKE,Nike,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -NI,NiSource Inc.,Utilities,Multi-Utilities -NBL,Noble Energy Inc,Energy,Oil & Gas Exploration & Production -JWN,Nordstrom,Consumer Discretionary,Department Stores -NSC,Norfolk Southern Corp.,Industrials,Railroads -NTRS,Northern Trust Corp.,Financials,Asset Management & Custody Banks -NOC,Northrop Grumman,Industrials,Aerospace & Defense -NLOK,NortonLifeLock,Information Technology,Application Software -NCLH,Norwegian Cruise Line Holdings,Consumer Discretionary,"Hotels, Resorts & Cruise Lines" -NRG,NRG Energy,Utilities,Independent Power Producers & Energy Traders -NUE,Nucor Corp.,Materials,Steel -NVDA,Nvidia Corporation,Information Technology,Semiconductors -NVR,NVR Inc,Consumer Discretionary,Homebuilding -ORLY,O'Reilly Automotive,Consumer Discretionary,Specialty Stores -OXY,Occidental Petroleum,Energy,Oil & Gas Exploration & Production -ODFL,Old Dominion Freight Line,Industrials,Trucking -OMC,Omnicom Group,Communication Services,Advertising -OKE,ONEOK,Energy,Oil & Gas Storage & Transportation -ORCL,Oracle Corp.,Information Technology,Application Software -OTIS,Otis Worldwide,Industrials,Industrial Machinery -PCAR,PACCAR Inc.,Industrials,Construction Machinery & Heavy Trucks -PKG,Packaging Corporation of America,Materials,Paper Packaging -PH,Parker-Hannifin,Industrials,Industrial Machinery -PAYX,Paychex Inc.,Information Technology,Data Processing & Outsourced Services -PAYC,Paycom,Information Technology,Application Software -PYPL,PayPal,Information Technology,Data Processing & Outsourced Services -PNR,Pentair plc,Industrials,Industrial Machinery -PBCT,People's United Financial,Financials,Thrifts & Mortgage Finance -PEP,PepsiCo Inc.,Consumer Staples,Soft Drinks -PKI,PerkinElmer,Health Care,Health Care Equipment -PRGO,Perrigo,Health Care,Pharmaceuticals -PFE,Pfizer Inc.,Health Care,Pharmaceuticals -PM,Philip Morris International,Consumer Staples,Tobacco -PSX,Phillips 66,Energy,Oil & Gas Refining & Marketing -PNW,Pinnacle West Capital,Utilities,Multi-Utilities -PXD,Pioneer Natural Resources,Energy,Oil & Gas Exploration & Production -PNC,PNC Financial Services,Financials,Regional Banks -PPG,PPG Industries,Materials,Specialty Chemicals -PPL,PPL Corp.,Utilities,Electric Utilities -PFG,Principal Financial Group,Financials,Life & Health Insurance -PG,Procter & Gamble,Consumer Staples,Personal Products -PGR,Progressive Corp.,Financials,Property & Casualty Insurance -PLD,Prologis,Real Estate,Industrial REITs -PRU,Prudential Financial,Financials,Life & Health Insurance -PEG,Public Serv. Enterprise Inc.,Utilities,Electric Utilities -PSA,Public Storage,Real Estate,Specialized REITs -PHM,PulteGroup,Consumer Discretionary,Homebuilding -PVH,PVH Corp.,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -QRVO,Qorvo,Information Technology,Semiconductors -PWR,Quanta Services Inc.,Industrials,Construction & Engineering -QCOM,QUALCOMM Inc.,Information Technology,Semiconductors -DGX,Quest Diagnostics,Health Care,Health Care Services -RL,Ralph Lauren Corporation,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -RJF,Raymond James Financial Inc.,Financials,Investment Banking & Brokerage -RTX,Raytheon Technologies,Industrials,Aerospace & Defense -O,Realty Income Corporation,Real Estate,Retail REITs -REG,Regency Centers Corporation,Real Estate,Retail REITs -REGN,Regeneron Pharmaceuticals,Health Care,Biotechnology -RF,Regions Financial Corp.,Financials,Regional Banks -RSG,Republic Services Inc,Industrials,Environmental & Facilities Services -RMD,ResMed,Health Care,Health Care Equipment -RHI,Robert Half International,Industrials,Human Resource & Employment Services -ROK,Rockwell Automation Inc.,Industrials,Electrical Components & Equipment -ROL,Rollins Inc.,Industrials,Environmental & Facilities Services -ROP,Roper Technologies,Industrials,Industrial Conglomerates -ROST,Ross Stores,Consumer Discretionary,Apparel Retail -RCL,Royal Caribbean Cruises Ltd,Consumer Discretionary,"Hotels, Resorts & Cruise Lines" -SPGI,"S&P Global, Inc.",Financials,Financial Exchanges & Data -CRM,Salesforce.com,Information Technology,Application Software -SBAC,SBA Communications,Real Estate,Specialized REITs -SLB,Schlumberger Ltd.,Energy,Oil & Gas Equipment & Services -STX,Seagate Technology,Information Technology,"Technology Hardware, Storage & Peripherals" -SEE,Sealed Air,Materials,Paper Packaging -SRE,Sempra Energy,Utilities,Multi-Utilities -NOW,ServiceNow,Information Technology,Systems Software -SHW,Sherwin-Williams,Materials,Specialty Chemicals -SPG,Simon Property Group Inc,Real Estate,Retail REITs -SWKS,Skyworks Solutions,Information Technology,Semiconductors -SLG,SL Green Realty,Real Estate,Office REITs -SNA,Snap-on,Industrials,Industrial Machinery -SO,Southern Company,Utilities,Electric Utilities -LUV,Southwest Airlines,Industrials,Airlines -SWK,Stanley Black & Decker,Industrials,Industrial Machinery -SBUX,Starbucks Corp.,Consumer Discretionary,Restaurants -STT,State Street Corp.,Financials,Asset Management & Custody Banks -STE,STERIS plc,Health Care,Health Care Equipment -SYK,Stryker Corp.,Health Care,Health Care Equipment -SIVB,SVB Financial,Financials,Regional Banks -SYF,Synchrony Financial,Financials,Consumer Finance -SNPS,Synopsys Inc.,Information Technology,Application Software -SYY,Sysco Corp.,Consumer Staples,Food Distributors -TMUS,T-Mobile US,Communication Services,Wireless Telecommunication Services -TROW,T. Rowe Price Group,Financials,Asset Management & Custody Banks -TTWO,Take-Two Interactive,Communication Services,Interactive Home Entertainment -TPR,"Tapestry, Inc.",Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -TGT,Target Corp.,Consumer Discretionary,General Merchandise Stores -TEL,TE Connectivity Ltd.,Information Technology,Electronic Manufacturing Services -FTI,TechnipFMC,Energy,Oil & Gas Equipment & Services -TFX,Teleflex,Health Care,Health Care Equipment -TXN,Texas Instruments,Information Technology,Semiconductors -TXT,Textron Inc.,Industrials,Aerospace & Defense -TMO,Thermo Fisher Scientific,Health Care,Life Sciences Tools & Services -TIF,Tiffany & Co.,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -TJX,TJX Companies Inc.,Consumer Discretionary,Apparel Retail -TSCO,Tractor Supply Company,Consumer Discretionary,Specialty Stores -TT,Trane Technologies plc,Industrials,Building Products -TDG,TransDigm Group,Industrials,Aerospace & Defense -TRV,The Travelers Companies Inc.,Financials,Property & Casualty Insurance -TFC,Truist Financial,Financials,Regional Banks -TWTR,"Twitter, Inc.",Communication Services,Interactive Media & Services -TSN,Tyson Foods,Consumer Staples,Packaged Foods & Meats -UDR,"UDR, Inc.",Real Estate,Residential REITs -ULTA,Ulta Beauty,Consumer Discretionary,Specialty Stores -USB,U.S. Bancorp,Financials,Diversified Banks -UAA,Under Armour Class A,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -UA,Under Armour Class C,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -UNP,Union Pacific Corp,Industrials,Railroads -UAL,United Airlines Holdings,Industrials,Airlines -UNH,United Health Group Inc.,Health Care,Managed Health Care -UPS,United Parcel Service,Industrials,Air Freight & Logistics -URI,"United Rentals, Inc.",Industrials,Trading Companies & Distributors -UHS,"Universal Health Services, Inc.",Health Care,Health Care Facilities -UNM,Unum Group,Financials,Life & Health Insurance -VFC,V.F. Corp.,Consumer Discretionary,"Apparel, Accessories & Luxury Goods" -VLO,Valero Energy,Energy,Oil & Gas Refining & Marketing -VAR,Varian Medical Systems,Health Care,Health Care Equipment -VTR,Ventas Inc,Real Estate,Health Care REITs -VRSN,Verisign Inc.,Information Technology,Internet Services & Infrastructure -VRSK,Verisk Analytics,Industrials,Research & Consulting Services -VZ,Verizon Communications,Communication Services,Integrated Telecommunication Services -VRTX,Vertex Pharmaceuticals Inc,Health Care,Biotechnology -VIAC,ViacomCBS,Communication Services,Movies & Entertainment -V,Visa Inc.,Information Technology,Data Processing & Outsourced Services -VNO,Vornado Realty Trust,Real Estate,Office REITs -VMC,Vulcan Materials,Materials,Construction Materials -WRB,W. R. Berkley Corporation,Financials,Property & Casualty Insurance -WAB,Wabtec Corporation,Industrials,Construction Machinery & Heavy Trucks -WMT,Walmart,Consumer Staples,Hypermarkets & Super Centers -WBA,Walgreens Boots Alliance,Consumer Staples,Drug Retail -DIS,The Walt Disney Company,Communication Services,Movies & Entertainment -WM,Waste Management Inc.,Industrials,Environmental & Facilities Services -WAT,Waters Corporation,Health Care,Health Care Distributors -WEC,WEC Energy Group,Utilities,Electric Utilities -WFC,Wells Fargo,Financials,Diversified Banks -WELL,Welltower Inc.,Real Estate,Health Care REITs -WDC,Western Digital,Information Technology,"Technology Hardware, Storage & Peripherals" -WU,Western Union Co,Information Technology,Data Processing & Outsourced Services -WRK,WestRock,Materials,Paper Packaging -WY,Weyerhaeuser,Real Estate,Specialized REITs -WHR,Whirlpool Corp.,Consumer Discretionary,Household Appliances -WMB,Williams Cos.,Energy,Oil & Gas Storage & Transportation -WLTW,Willis Towers Watson,Financials,Insurance Brokers -WYNN,Wynn Resorts Ltd,Consumer Discretionary,Casinos & Gaming -XEL,Xcel Energy Inc,Utilities,Multi-Utilities -XRX,Xerox,Information Technology,"Technology Hardware, Storage & Peripherals" -XLNX,Xilinx,Information Technology,Semiconductors -XYL,Xylem Inc.,Industrials,Industrial Machinery -YUM,Yum! Brands Inc,Consumer Discretionary,Restaurants -ZBRA,Zebra Technologies,Information Technology,Electronic Equipment & Instruments -ZBH,Zimmer Biomet Holdings,Health Care,Health Care Equipment -ZION,Zions Bancorp,Financials,Regional Banks -ZTS,Zoetis,Health Care,Pharmaceuticals \ No newline at end of file +"Ticker","Company","GICSSector","GICSSubIndustry" +"MMM","3M Company","Industrials","Industrial Conglomerates" +"ABT","Abbott Laboratories","Health Care","Health Care Equipment" +"ABBV","AbbVie Inc.","Health Care","Pharmaceuticals" +"ABMD","ABIOMED Inc","Health Care","Health Care Equipment" +"ACN","Accenture plc","Information Technology","IT Consulting & Other Services" +"ATVI","Activision Blizzard","Communication Services","Interactive Home Entertainment" +"ADBE","Adobe Inc.","Information Technology","Application Software" +"AMD","Advanced Micro Devices Inc","Information Technology","Semiconductors" +"AAP","Advance Auto Parts","Consumer Discretionary","Automotive Retail" +"AES","AES Corp","Utilities","Independent Power Producers & Energy Traders" +"AFL","AFLAC Inc","Financials","Life & Health Insurance" +"A","Agilent Technologies Inc","Health Care","Health Care Equipment" +"APD","Air Products & Chemicals Inc","Materials","Industrial Gases" +"AKAM","Akamai Technologies Inc","Information Technology","Internet Services & Infrastructure" +"ALK","Alaska Air Group Inc","Industrials","Airlines" +"ALB","Albemarle Corp","Materials","Specialty Chemicals" +"ARE","Alexandria Real Estate Equities","Real Estate","Office REITs" +"ALXN","Alexion Pharmaceuticals","Health Care","Biotechnology" +"ALGN","Align Technology","Health Care","Health Care Supplies" +"ALLE","Allegion","Industrials","Building Products" +"AGN","Allergan, plc","Health Care","Pharmaceuticals" +"ADS","Alliance Data Systems","Information Technology","Data Processing & Outsourced Services" +"LNT","Alliant Energy Corp","Utilities","Electric Utilities" +"ALL","Allstate Corp","Financials","Property & Casualty Insurance" +"GOOGL","Alphabet Inc Class A","Communication Services","Interactive Media & Services" +"GOOG","Alphabet Inc Class C","Communication Services","Interactive Media & Services" +"MO","Altria Group Inc","Consumer Staples","Tobacco" +"AMZN","Amazon.com Inc.","Consumer Discretionary","Internet & Direct Marketing Retail" +"AMCR","Amcor plc","Materials","Paper Packaging" +"AEE","Ameren Corp","Utilities","Multi-Utilities" +"AAL","American Airlines Group","Industrials","Airlines" +"AEP","American Electric Power","Utilities","Electric Utilities" +"AXP","American Express Co","Financials","Consumer Finance" +"AIG","American International Group","Financials","Property & Casualty Insurance" +"AMT","American Tower Corp.","Real Estate","Specialized REITs" +"AWK","American Water Works Company Inc","Utilities","Water Utilities" +"AMP","Ameriprise Financial","Financials","Asset Management & Custody Banks" +"ABC","AmerisourceBergen Corp","Health Care","Health Care Distributors" +"AME","AMETEK Inc.","Industrials","Electrical Components & Equipment" +"AMGN","Amgen Inc.","Health Care","Biotechnology" +"APH","Amphenol Corp","Information Technology","Electronic Components" +"ADI","Analog Devices, Inc.","Information Technology","Semiconductors" +"ANSS","ANSYS","Information Technology","Application Software" +"ANTM","Anthem","Health Care","Managed Health Care" +"AON","Aon plc","Financials","Insurance Brokers" +"AOS","A.O. Smith Corp","Industrials","Building Products" +"APA","Apache Corporation","Energy","Oil & Gas Exploration & Production" +"AIV","Apartment Investment & Management","Real Estate","Residential REITs" +"AAPL","Apple Inc.","Information Technology","Technology Hardware, Storage & Peripherals" +"AMAT","Applied Materials Inc.","Information Technology","Semiconductor Equipment" +"APTV","Aptiv PLC","Consumer Discretionary","Auto Parts & Equipment" +"ADM","Archer-Daniels-Midland Co","Consumer Staples","Agricultural Products" +"ANET","Arista Networks","Information Technology","Communications Equipment" +"AJG","Arthur J. Gallagher & Co.","Financials","Insurance Brokers" +"AIZ","Assurant","Financials","Multi-line Insurance" +"T","AT&T Inc.","Communication Services","Integrated Telecommunication Services" +"ATO","Atmos Energy","Utilities","Gas Utilities" +"ADSK","Autodesk Inc.","Information Technology","Application Software" +"ADP","Automatic Data Processing","Information Technology","Internet Services & Infrastructure" +"AZO","AutoZone Inc","Consumer Discretionary","Specialty Stores" +"AVB","AvalonBay Communities, Inc.","Real Estate","Residential REITs" +"AVY","Avery Dennison Corp","Materials","Paper Packaging" +"BKR","Baker Hughes Co","Energy","Oil & Gas Equipment & Services" +"BLL","Ball Corp","Materials","Metal & Glass Containers" +"BAC","Bank of America Corp","Financials","Diversified Banks" +"BK","The Bank of New York Mellon Corp.","Financials","Asset Management & Custody Banks" +"BAX","Baxter International Inc.","Health Care","Health Care Equipment" +"BDX","Becton Dickinson","Health Care","Health Care Equipment" +"BRK-B","Berkshire Hathaway","Financials","Multi-Sector Holdings" +"BBY","Best Buy Co. Inc.","Consumer Discretionary","Computer & Electronics Retail" +"BIIB","Biogen Inc.","Health Care","Biotechnology" +"BLK","BlackRock","Financials","Asset Management & Custody Banks" +"BA","Boeing Company","Industrials","Aerospace & Defense" +"BKNG","Booking Holdings Inc","Consumer Discretionary","Internet & Direct Marketing Retail" +"BWA","BorgWarner","Consumer Discretionary","Auto Parts & Equipment" +"BXP","Boston Properties","Real Estate","Office REITs" +"BSX","Boston Scientific","Health Care","Health Care Equipment" +"BMY","Bristol-Myers Squibb","Health Care","Health Care Distributors" +"AVGO","Broadcom Inc.","Information Technology","Semiconductors" +"BR","Broadridge Financial Solutions","Information Technology","Data Processing & Outsourced Services" +"BF-B","Brown-Forman Corp.","Consumer Staples","Distillers & Vintners" +"CHRW","C. H. Robinson Worldwide","Industrials","Air Freight & Logistics" +"COG","Cabot Oil & Gas","Energy","Oil & Gas Exploration & Production" +"CDNS","Cadence Design Systems","Information Technology","Application Software" +"CPB","Campbell Soup","Consumer Staples","Packaged Foods & Meats" +"COF","Capital One Financial","Financials","Consumer Finance" +"CPRI","Capri Holdings","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"CAH","Cardinal Health Inc.","Health Care","Health Care Distributors" +"KMX","Carmax Inc","Consumer Discretionary","Specialty Stores" +"CCL","Carnival Corp.","Consumer Discretionary","Hotels, Resorts & Cruise Lines" +"CARR","Carrier Global","Industrials","Building Products" +"CAT","Caterpillar Inc.","Industrials","Construction Machinery & Heavy Trucks" +"CBOE","Cboe Global Markets","Financials","Financial Exchanges & Data" +"CBRE","CBRE Group","Real Estate","Real Estate Services" +"CDW","CDW","Information Technology","Technology Distributors" +"CE","Celanese","Materials","Specialty Chemicals" +"CNC","Centene Corporation","Health Care","Managed Health Care" +"CNP","CenterPoint Energy","Utilities","Multi-Utilities" +"CTL","CenturyLink Inc","Communication Services","Alternative Carriers" +"CERN","Cerner","Health Care","Health Care Technology" +"CF","CF Industries Holdings Inc","Materials","Fertilizers & Agricultural Chemicals" +"SCHW","Charles Schwab Corporation","Financials","Investment Banking & Brokerage" +"CHTR","Charter Communications","Communication Services","Cable & Satellite" +"CVX","Chevron Corp.","Energy","Integrated Oil & Gas" +"CMG","Chipotle Mexican Grill","Consumer Discretionary","Restaurants" +"CB","Chubb Limited","Financials","Property & Casualty Insurance" +"CHD","Church & Dwight","Consumer Staples","Household Products" +"CI","CIGNA Corp.","Health Care","Managed Health Care" +"CINF","Cincinnati Financial","Financials","Property & Casualty Insurance" +"CTAS","Cintas Corporation","Industrials","Diversified Support Services" +"CSCO","Cisco Systems","Information Technology","Communications Equipment" +"C","Citigroup Inc.","Financials","Diversified Banks" +"CFG","Citizens Financial Group","Financials","Regional Banks" +"CTXS","Citrix Systems","Information Technology","Application Software" +"CLX","The Clorox Company","Consumer Staples","Household Products" +"CME","CME Group Inc.","Financials","Financial Exchanges & Data" +"CMS","CMS Energy","Utilities","Multi-Utilities" +"KO","Coca-Cola Company","Consumer Staples","Soft Drinks" +"CTSH","Cognizant Technology Solutions","Information Technology","IT Consulting & Other Services" +"CL","Colgate-Palmolive","Consumer Staples","Household Products" +"CMCSA","Comcast Corp.","Communication Services","Cable & Satellite" +"CMA","Comerica Inc.","Financials","Diversified Banks" +"CAG","Conagra Brands","Consumer Staples","Packaged Foods & Meats" +"CXO","Concho Resources","Energy","Oil & Gas Exploration & Production" +"COP","ConocoPhillips","Energy","Oil & Gas Exploration & Production" +"ED","Consolidated Edison","Utilities","Electric Utilities" +"STZ","Constellation Brands","Consumer Staples","Distillers & Vintners" +"COO","The Cooper Companies","Health Care","Health Care Supplies" +"CPRT","Copart Inc","Industrials","Diversified Support Services" +"GLW","Corning Inc.","Information Technology","Electronic Components" +"CTVA","Corteva","Materials","Fertilizers & Agricultural Chemicals" +"COST","Costco Wholesale Corp.","Consumer Staples","Hypermarkets & Super Centers" +"COTY","Coty, Inc","Consumer Staples","Personal Products" +"CCI","Crown Castle International Corp.","Real Estate","Specialized REITs" +"CSX","CSX Corp.","Industrials","Railroads" +"CMI","Cummins Inc.","Industrials","Industrial Machinery" +"CVS","CVS Health","Health Care","Health Care Services" +"DHI","D. R. Horton","Consumer Discretionary","Homebuilding" +"DHR","Danaher Corp.","Health Care","Health Care Equipment" +"DRI","Darden Restaurants","Consumer Discretionary","Restaurants" +"DVA","DaVita Inc.","Health Care","Health Care Facilities" +"DE","Deere & Co.","Industrials","Agricultural & Farm Machinery" +"DAL","Delta Air Lines Inc.","Industrials","Airlines" +"XRAY","Dentsply Sirona","Health Care","Health Care Supplies" +"DVN","Devon Energy","Energy","Oil & Gas Exploration & Production" +"FANG","Diamondback Energy","Energy","Oil & Gas Exploration & Production" +"DLR","Digital Realty Trust Inc","Real Estate","Specialized REITs" +"DFS","Discover Financial Services","Financials","Consumer Finance" +"DISCA","Discovery Inc. Class A","Communication Services","Broadcasting" +"DISCK","Discovery Inc. Class C","Communication Services","Broadcasting" +"DISH","Dish Network","Communication Services","Cable & Satellite" +"DG","Dollar General","Consumer Discretionary","General Merchandise Stores" +"DLTR","Dollar Tree","Consumer Discretionary","General Merchandise Stores" +"D","Dominion Energy","Utilities","Electric Utilities" +"DOV","Dover Corporation","Industrials","Industrial Machinery" +"DOW","Dow Inc.","Materials","Commodity Chemicals" +"DTE","DTE Energy Co.","Utilities","Multi-Utilities" +"DUK","Duke Energy","Utilities","Electric Utilities" +"DRE","Duke Realty Corp","Real Estate","Industrial REITs" +"DD","DuPont de Nemours Inc","Materials","Specialty Chemicals" +"DXC","DXC Technology","Information Technology","IT Consulting & Other Services" +"ETFC","E*Trade","Financials","Investment Banking & Brokerage" +"EMN","Eastman Chemical","Materials","Diversified Chemicals" +"ETN","Eaton Corporation","Industrials","Electrical Components & Equipment" +"EBAY","eBay Inc.","Consumer Discretionary","Internet & Direct Marketing Retail" +"ECL","Ecolab Inc.","Materials","Specialty Chemicals" +"EIX","Edison Int'l","Utilities","Electric Utilities" +"EW","Edwards Lifesciences","Health Care","Health Care Equipment" +"EA","Electronic Arts","Communication Services","Interactive Home Entertainment" +"EMR","Emerson Electric Company","Industrials","Electrical Components & Equipment" +"ETR","Entergy Corp.","Utilities","Electric Utilities" +"EOG","EOG Resources","Energy","Oil & Gas Exploration & Production" +"EFX","Equifax Inc.","Industrials","Research & Consulting Services" +"EQIX","Equinix","Real Estate","Specialized REITs" +"EQR","Equity Residential","Real Estate","Residential REITs" +"ESS","Essex Property Trust, Inc.","Real Estate","Residential REITs" +"EL","Estﾎe Lauder Companies","Consumer Staples","Personal Products" +"EVRG","Evergy","Utilities","Electric Utilities" +"ES","Eversource Energy","Utilities","Multi-Utilities" +"RE","Everest Re Group Ltd.","Financials","Reinsurance" +"EXC","Exelon Corp.","Utilities","Multi-Utilities" +"EXPE","Expedia Group","Consumer Discretionary","Internet & Direct Marketing Retail" +"EXPD","Expeditors","Industrials","Air Freight & Logistics" +"EXR","Extra Space Storage","Real Estate","Specialized REITs" +"XOM","Exxon Mobil Corp.","Energy","Integrated Oil & Gas" +"FFIV","F5 Networks","Information Technology","Communications Equipment" +"FB","Facebook, Inc.","Communication Services","Interactive Media & Services" +"FAST","Fastenal Co","Industrials","Building Products" +"FRT","Federal Realty Investment Trust","Real Estate","Retail REITs" +"FDX","FedEx Corporation","Industrials","Air Freight & Logistics" +"FIS","Fidelity National Information Services","Information Technology","Data Processing & Outsourced Services" +"FITB","Fifth Third Bancorp","Financials","Regional Banks" +"FE","FirstEnergy Corp","Utilities","Electric Utilities" +"FRC","First Republic Bank","Financials","Regional Banks" +"FISV","Fiserv Inc","Information Technology","Data Processing & Outsourced Services" +"FLT","FleetCor Technologies Inc","Information Technology","Data Processing & Outsourced Services" +"FLIR","FLIR Systems","Information Technology","Electronic Equipment & Instruments" +"FLS","Flowserve Corporation","Industrials","Industrial Machinery" +"FMC","FMC Corporation","Materials","Fertilizers & Agricultural Chemicals" +"F","Ford Motor Company","Consumer Discretionary","Automobile Manufacturers" +"FTNT","Fortinet","Information Technology","Systems Software" +"FTV","Fortive Corp","Industrials","Industrial Machinery" +"FBHS","Fortune Brands Home & Security","Industrials","Building Products" +"FOXA","Fox Corporation Class A","Communication Services","Movies & Entertainment" +"FOX","Fox Corporation Class B","Communication Services","Movies & Entertainment" +"BEN","Franklin Resources","Financials","Asset Management & Custody Banks" +"FCX","Freeport-McMoRan Inc.","Materials","Copper" +"GPS","Gap Inc.","Consumer Discretionary","Apparel Retail" +"GRMN","Garmin Ltd.","Consumer Discretionary","Consumer Electronics" +"IT","Gartner Inc","Information Technology","IT Consulting & Other Services" +"GD","General Dynamics","Industrials","Aerospace & Defense" +"GE","General Electric","Industrials","Industrial Conglomerates" +"GIS","General Mills","Consumer Staples","Packaged Foods & Meats" +"GM","General Motors","Consumer Discretionary","Automobile Manufacturers" +"GPC","Genuine Parts","Consumer Discretionary","Specialty Stores" +"GILD","Gilead Sciences","Health Care","Biotechnology" +"GL","Globe Life Inc.","Financials","Life & Health Insurance" +"GPN","Global Payments Inc.","Information Technology","Data Processing & Outsourced Services" +"GS","Goldman Sachs Group","Financials","Investment Banking & Brokerage" +"GWW","Grainger (W.W.) Inc.","Industrials","Industrial Machinery" +"HRB","H&R Block","Consumer Discretionary","Specialized Consumer Services" +"HAL","Halliburton Co.","Energy","Oil & Gas Equipment & Services" +"HBI","Hanesbrands Inc","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"HOG","Harley-Davidson","Consumer Discretionary","Motorcycle Manufacturers" +"HIG","Hartford Financial Svc.Gp.","Financials","Property & Casualty Insurance" +"HAS","Hasbro Inc.","Consumer Discretionary","Leisure Products" +"HCA","HCA Healthcare","Health Care","Health Care Facilities" +"PEAK","Healthpeak Properties","Real Estate","Health Care REITs" +"HP","Helmerich & Payne","Energy","Oil & Gas Drilling" +"HSIC","Henry Schein","Health Care","Health Care Distributors" +"HSY","The Hershey Company","Consumer Staples","Packaged Foods & Meats" +"HES","Hess Corporation","Energy","Integrated Oil & Gas" +"HPE","Hewlett Packard Enterprise","Information Technology","Technology Hardware, Storage & Peripherals" +"HLT","Hilton Worldwide Holdings Inc","Consumer Discretionary","Hotels, Resorts & Cruise Lines" +"HFC","HollyFrontier Corp","Energy","Oil & Gas Refining & Marketing" +"HOLX","Hologic","Health Care","Health Care Equipment" +"HD","Home Depot","Consumer Discretionary","Home Improvement Retail" +"HON","Honeywell Int'l Inc.","Industrials","Industrial Conglomerates" +"HRL","Hormel Foods Corp.","Consumer Staples","Packaged Foods & Meats" +"HST","Host Hotels & Resorts","Real Estate","Hotel & Resort REITs" +"HWM","Howmet Aerospace","Industrials","Aerospace & Defense" +"HPQ","HP Inc.","Information Technology","Technology Hardware, Storage & Peripherals" +"HUM","Humana Inc.","Health Care","Managed Health Care" +"HBAN","Huntington Bancshares","Financials","Regional Banks" +"HII","Huntington Ingalls Industries","Industrials","Aerospace & Defense" +"IEX","IDEX Corporation","Industrials","Industrial Machinery" +"IDXX","IDEXX Laboratories","Health Care","Health Care Equipment" +"INFO","IHS Markit Ltd.","Industrials","Research & Consulting Services" +"ITW","Illinois Tool Works","Industrials","Industrial Machinery" +"ILMN","Illumina Inc","Health Care","Life Sciences Tools & Services" +"INCY","Incyte","Health Care","Biotechnology" +"IR","Ingersoll Rand","Industrials","Industrial Machinery" +"INTC","Intel Corp.","Information Technology","Semiconductors" +"ICE","Intercontinental Exchange","Financials","Financial Exchanges & Data" +"IBM","International Business Machines","Information Technology","IT Consulting & Other Services" +"IP","International Paper","Materials","Paper Packaging" +"IPG","Interpublic Group","Communication Services","Advertising" +"IFF","Intl Flavors & Fragrances","Materials","Specialty Chemicals" +"INTU","Intuit Inc.","Information Technology","Application Software" +"ISRG","Intuitive Surgical Inc.","Health Care","Health Care Equipment" +"IVZ","Invesco Ltd.","Financials","Asset Management & Custody Banks" +"IPGP","IPG Photonics Corp.","Information Technology","Electronic Manufacturing Services" +"IQV","IQVIA Holdings Inc.","Health Care","Life Sciences Tools & Services" +"IRM","Iron Mountain Incorporated","Real Estate","Specialized REITs" +"JKHY","Jack Henry & Associates","Information Technology","Data Processing & Outsourced Services" +"J","Jacobs Engineering Group","Industrials","Construction & Engineering" +"JBHT","J. B. Hunt Transport Services","Industrials","Trucking" +"SJM","JM Smucker","Consumer Staples","Packaged Foods & Meats" +"JNJ","Johnson & Johnson","Health Care","Pharmaceuticals" +"JCI","Johnson Controls International","Industrials","Building Products" +"JPM","JPMorgan Chase & Co.","Financials","Diversified Banks" +"JNPR","Juniper Networks","Information Technology","Communications Equipment" +"KSU","Kansas City Southern","Industrials","Railroads" +"K","Kellogg Co.","Consumer Staples","Packaged Foods & Meats" +"KEY","KeyCorp","Financials","Regional Banks" +"KEYS","Keysight Technologies","Information Technology","Electronic Equipment & Instruments" +"KMB","Kimberly-Clark","Consumer Staples","Household Products" +"KIM","Kimco Realty","Real Estate","Retail REITs" +"KMI","Kinder Morgan","Energy","Oil & Gas Storage & Transportation" +"KLAC","KLA Corporation","Information Technology","Semiconductor Equipment" +"KSS","Kohl's Corp.","Consumer Discretionary","General Merchandise Stores" +"KHC","Kraft Heinz Co","Consumer Staples","Packaged Foods & Meats" +"KR","Kroger Co.","Consumer Staples","Food Retail" +"LB","L Brands Inc.","Consumer Discretionary","Apparel Retail" +"LHX","L3Harris Technologies","Industrials","Aerospace & Defense" +"LH","Laboratory Corp. of America Holding","Health Care","Health Care Services" +"LRCX","Lam Research","Information Technology","Semiconductor Equipment" +"LW","Lamb Weston Holdings Inc","Consumer Staples","Packaged Foods & Meats" +"LVS","Las Vegas Sands","Consumer Discretionary","Casinos & Gaming" +"LEG","Leggett & Platt","Consumer Discretionary","Home Furnishings" +"LDOS","Leidos Holdings","Information Technology","IT Consulting & Other Services" +"LEN","Lennar Corp.","Consumer Discretionary","Homebuilding" +"LLY","Lilly (Eli) & Co.","Health Care","Pharmaceuticals" +"LNC","Lincoln National","Financials","Multi-line Insurance" +"LIN","Linde plc","Materials","Industrial Gases" +"LYV","Live Nation Entertainment","Communication Services","Movies & Entertainment" +"LKQ","LKQ Corporation","Consumer Discretionary","Distributors" +"LMT","Lockheed Martin Corp.","Industrials","Aerospace & Defense" +"L","Loews Corp.","Financials","Multi-line Insurance" +"LOW","Lowe's Cos.","Consumer Discretionary","Home Improvement Retail" +"LYB","LyondellBasell","Materials","Specialty Chemicals" +"MTB","M&T Bank Corp.","Financials","Regional Banks" +"MRO","Marathon Oil Corp.","Energy","Oil & Gas Exploration & Production" +"MPC","Marathon Petroleum","Energy","Oil & Gas Refining & Marketing" +"MKTX","MarketAxess","Financials","Financial Exchanges & Data" +"MAR","Marriott Int'l.","Consumer Discretionary","Hotels, Resorts & Cruise Lines" +"MMC","Marsh & McLennan","Financials","Insurance Brokers" +"MLM","Martin Marietta Materials","Materials","Construction Materials" +"MAS","Masco Corp.","Industrials","Building Products" +"MA","Mastercard Inc.","Information Technology","Data Processing & Outsourced Services" +"MKC","McCormick & Co.","Consumer Staples","Packaged Foods & Meats" +"MXIM","Maxim Integrated Products Inc","Information Technology","Semiconductors" +"MCD","McDonald's Corp.","Consumer Discretionary","Restaurants" +"MCK","McKesson Corp.","Health Care","Health Care Distributors" +"MDT","Medtronic plc","Health Care","Health Care Equipment" +"MRK","Merck & Co.","Health Care","Pharmaceuticals" +"MET","MetLife Inc.","Financials","Life & Health Insurance" +"MTD","Mettler Toledo","Health Care","Life Sciences Tools & Services" +"MGM","MGM Resorts International","Consumer Discretionary","Casinos & Gaming" +"MCHP","Microchip Technology","Information Technology","Semiconductors" +"MU","Micron Technology","Information Technology","Semiconductors" +"MSFT","Microsoft Corp.","Information Technology","Systems Software" +"MAA","Mid-America Apartments","Real Estate","Residential REITs" +"MHK","Mohawk Industries","Consumer Discretionary","Home Furnishings" +"TAP","Molson Coors Brewing Company","Consumer Staples","Brewers" +"MDLZ","Mondelez International","Consumer Staples","Packaged Foods & Meats" +"MNST","Monster Beverage","Consumer Staples","Soft Drinks" +"MCO","Moody's Corp","Financials","Financial Exchanges & Data" +"MS","Morgan Stanley","Financials","Investment Banking & Brokerage" +"MOS","The Mosaic Company","Materials","Fertilizers & Agricultural Chemicals" +"MSI","Motorola Solutions Inc.","Information Technology","Communications Equipment" +"MSCI","MSCI Inc","Financials","Financial Exchanges & Data" +"MYL","Mylan N.V.","Health Care","Pharmaceuticals" +"NDAQ","Nasdaq, Inc.","Financials","Financial Exchanges & Data" +"NOV","National Oilwell Varco Inc.","Energy","Oil & Gas Equipment & Services" +"NTAP","NetApp","Information Technology","Technology Hardware, Storage & Peripherals" +"NFLX","Netflix Inc.","Communication Services","Movies & Entertainment" +"NWL","Newell Brands","Consumer Discretionary","Housewares & Specialties" +"NEM","Newmont Corporation","Materials","Gold" +"NWSA","News Corp. Class A","Communication Services","Publishing" +"NWS","News Corp. Class B","Communication Services","Publishing" +"NEE","NextEra Energy","Utilities","Multi-Utilities" +"NLSN","Nielsen Holdings","Industrials","Research & Consulting Services" +"NKE","Nike","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"NI","NiSource Inc.","Utilities","Multi-Utilities" +"NBL","Noble Energy Inc","Energy","Oil & Gas Exploration & Production" +"JWN","Nordstrom","Consumer Discretionary","Department Stores" +"NSC","Norfolk Southern Corp.","Industrials","Railroads" +"NTRS","Northern Trust Corp.","Financials","Asset Management & Custody Banks" +"NOC","Northrop Grumman","Industrials","Aerospace & Defense" +"NLOK","NortonLifeLock","Information Technology","Application Software" +"NCLH","Norwegian Cruise Line Holdings","Consumer Discretionary","Hotels, Resorts & Cruise Lines" +"NRG","NRG Energy","Utilities","Independent Power Producers & Energy Traders" +"NUE","Nucor Corp.","Materials","Steel" +"NVDA","Nvidia Corporation","Information Technology","Semiconductors" +"NVR","NVR Inc","Consumer Discretionary","Homebuilding" +"ORLY","O'Reilly Automotive","Consumer Discretionary","Specialty Stores" +"OXY","Occidental Petroleum","Energy","Oil & Gas Exploration & Production" +"ODFL","Old Dominion Freight Line","Industrials","Trucking" +"OMC","Omnicom Group","Communication Services","Advertising" +"OKE","ONEOK","Energy","Oil & Gas Storage & Transportation" +"ORCL","Oracle Corp.","Information Technology","Application Software" +"OTIS","Otis Worldwide","Industrials","Industrial Machinery" +"PCAR","PACCAR Inc.","Industrials","Construction Machinery & Heavy Trucks" +"PKG","Packaging Corporation of America","Materials","Paper Packaging" +"PH","Parker-Hannifin","Industrials","Industrial Machinery" +"PAYX","Paychex Inc.","Information Technology","Data Processing & Outsourced Services" +"PAYC","Paycom","Information Technology","Application Software" +"PYPL","PayPal","Information Technology","Data Processing & Outsourced Services" +"PNR","Pentair plc","Industrials","Industrial Machinery" +"PBCT","People's United Financial","Financials","Thrifts & Mortgage Finance" +"PEP","PepsiCo Inc.","Consumer Staples","Soft Drinks" +"PKI","PerkinElmer","Health Care","Health Care Equipment" +"PRGO","Perrigo","Health Care","Pharmaceuticals" +"PFE","Pfizer Inc.","Health Care","Pharmaceuticals" +"PM","Philip Morris International","Consumer Staples","Tobacco" +"PSX","Phillips 66","Energy","Oil & Gas Refining & Marketing" +"PNW","Pinnacle West Capital","Utilities","Multi-Utilities" +"PXD","Pioneer Natural Resources","Energy","Oil & Gas Exploration & Production" +"PNC","PNC Financial Services","Financials","Regional Banks" +"PPG","PPG Industries","Materials","Specialty Chemicals" +"PPL","PPL Corp.","Utilities","Electric Utilities" +"PFG","Principal Financial Group","Financials","Life & Health Insurance" +"PG","Procter & Gamble","Consumer Staples","Personal Products" +"PGR","Progressive Corp.","Financials","Property & Casualty Insurance" +"PLD","Prologis","Real Estate","Industrial REITs" +"PRU","Prudential Financial","Financials","Life & Health Insurance" +"PEG","Public Serv. Enterprise Inc.","Utilities","Electric Utilities" +"PSA","Public Storage","Real Estate","Specialized REITs" +"PHM","PulteGroup","Consumer Discretionary","Homebuilding" +"PVH","PVH Corp.","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"QRVO","Qorvo","Information Technology","Semiconductors" +"PWR","Quanta Services Inc.","Industrials","Construction & Engineering" +"QCOM","QUALCOMM Inc.","Information Technology","Semiconductors" +"DGX","Quest Diagnostics","Health Care","Health Care Services" +"RL","Ralph Lauren Corporation","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"RJF","Raymond James Financial Inc.","Financials","Investment Banking & Brokerage" +"RTX","Raytheon Technologies","Industrials","Aerospace & Defense" +"O","Realty Income Corporation","Real Estate","Retail REITs" +"REG","Regency Centers Corporation","Real Estate","Retail REITs" +"REGN","Regeneron Pharmaceuticals","Health Care","Biotechnology" +"RF","Regions Financial Corp.","Financials","Regional Banks" +"RSG","Republic Services Inc","Industrials","Environmental & Facilities Services" +"RMD","ResMed","Health Care","Health Care Equipment" +"RHI","Robert Half International","Industrials","Human Resource & Employment Services" +"ROK","Rockwell Automation Inc.","Industrials","Electrical Components & Equipment" +"ROL","Rollins Inc.","Industrials","Environmental & Facilities Services" +"ROP","Roper Technologies","Industrials","Industrial Conglomerates" +"ROST","Ross Stores","Consumer Discretionary","Apparel Retail" +"RCL","Royal Caribbean Cruises Ltd","Consumer Discretionary","Hotels, Resorts & Cruise Lines" +"SPGI","S&P Global, Inc.","Financials","Financial Exchanges & Data" +"CRM","Salesforce.com","Information Technology","Application Software" +"SBAC","SBA Communications","Real Estate","Specialized REITs" +"SLB","Schlumberger Ltd.","Energy","Oil & Gas Equipment & Services" +"STX","Seagate Technology","Information Technology","Technology Hardware, Storage & Peripherals" +"SEE","Sealed Air","Materials","Paper Packaging" +"SRE","Sempra Energy","Utilities","Multi-Utilities" +"NOW","ServiceNow","Information Technology","Systems Software" +"SHW","Sherwin-Williams","Materials","Specialty Chemicals" +"SPG","Simon Property Group Inc","Real Estate","Retail REITs" +"SWKS","Skyworks Solutions","Information Technology","Semiconductors" +"SLG","SL Green Realty","Real Estate","Office REITs" +"SNA","Snap-on","Industrials","Industrial Machinery" +"SO","Southern Company","Utilities","Electric Utilities" +"LUV","Southwest Airlines","Industrials","Airlines" +"SWK","Stanley Black & Decker","Industrials","Industrial Machinery" +"SBUX","Starbucks Corp.","Consumer Discretionary","Restaurants" +"STT","State Street Corp.","Financials","Asset Management & Custody Banks" +"STE","STERIS plc","Health Care","Health Care Equipment" +"SYK","Stryker Corp.","Health Care","Health Care Equipment" +"SIVB","SVB Financial","Financials","Regional Banks" +"SYF","Synchrony Financial","Financials","Consumer Finance" +"SNPS","Synopsys Inc.","Information Technology","Application Software" +"SYY","Sysco Corp.","Consumer Staples","Food Distributors" +"TMUS","T-Mobile US","Communication Services","Wireless Telecommunication Services" +"TROW","T. Rowe Price Group","Financials","Asset Management & Custody Banks" +"TTWO","Take-Two Interactive","Communication Services","Interactive Home Entertainment" +"TPR","Tapestry, Inc.","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"TGT","Target Corp.","Consumer Discretionary","General Merchandise Stores" +"TEL","TE Connectivity Ltd.","Information Technology","Electronic Manufacturing Services" +"FTI","TechnipFMC","Energy","Oil & Gas Equipment & Services" +"TFX","Teleflex","Health Care","Health Care Equipment" +"TXN","Texas Instruments","Information Technology","Semiconductors" +"TXT","Textron Inc.","Industrials","Aerospace & Defense" +"TMO","Thermo Fisher Scientific","Health Care","Life Sciences Tools & Services" +"TIF","Tiffany & Co.","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"TJX","TJX Companies Inc.","Consumer Discretionary","Apparel Retail" +"TSCO","Tractor Supply Company","Consumer Discretionary","Specialty Stores" +"TT","Trane Technologies plc","Industrials","Building Products" +"TDG","TransDigm Group","Industrials","Aerospace & Defense" +"TRV","The Travelers Companies Inc.","Financials","Property & Casualty Insurance" +"TFC","Truist Financial","Financials","Regional Banks" +"TWTR","Twitter, Inc.","Communication Services","Interactive Media & Services" +"TSN","Tyson Foods","Consumer Staples","Packaged Foods & Meats" +"UDR","UDR, Inc.","Real Estate","Residential REITs" +"ULTA","Ulta Beauty","Consumer Discretionary","Specialty Stores" +"USB","U.S. Bancorp","Financials","Diversified Banks" +"UAA","Under Armour Class A","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"UA","Under Armour Class C","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"UNP","Union Pacific Corp","Industrials","Railroads" +"UAL","United Airlines Holdings","Industrials","Airlines" +"UNH","United Health Group Inc.","Health Care","Managed Health Care" +"UPS","United Parcel Service","Industrials","Air Freight & Logistics" +"URI","United Rentals, Inc.","Industrials","Trading Companies & Distributors" +"UHS","Universal Health Services, Inc.","Health Care","Health Care Facilities" +"UNM","Unum Group","Financials","Life & Health Insurance" +"VFC","V.F. Corp.","Consumer Discretionary","Apparel, Accessories & Luxury Goods" +"VLO","Valero Energy","Energy","Oil & Gas Refining & Marketing" +"VAR","Varian Medical Systems","Health Care","Health Care Equipment" +"VTR","Ventas Inc","Real Estate","Health Care REITs" +"VRSN","Verisign Inc.","Information Technology","Internet Services & Infrastructure" +"VRSK","Verisk Analytics","Industrials","Research & Consulting Services" +"VZ","Verizon Communications","Communication Services","Integrated Telecommunication Services" +"VRTX","Vertex Pharmaceuticals Inc","Health Care","Biotechnology" +"VIAC","ViacomCBS","Communication Services","Movies & Entertainment" +"V","Visa Inc.","Information Technology","Data Processing & Outsourced Services" +"VNO","Vornado Realty Trust","Real Estate","Office REITs" +"VMC","Vulcan Materials","Materials","Construction Materials" +"WRB","W. R. Berkley Corporation","Financials","Property & Casualty Insurance" +"WAB","Wabtec Corporation","Industrials","Construction Machinery & Heavy Trucks" +"WMT","Walmart","Consumer Staples","Hypermarkets & Super Centers" +"WBA","Walgreens Boots Alliance","Consumer Staples","Drug Retail" +"DIS","The Walt Disney Company","Communication Services","Movies & Entertainment" +"WM","Waste Management Inc.","Industrials","Environmental & Facilities Services" +"WAT","Waters Corporation","Health Care","Health Care Distributors" +"WEC","WEC Energy Group","Utilities","Electric Utilities" +"WFC","Wells Fargo","Financials","Diversified Banks" +"WELL","Welltower Inc.","Real Estate","Health Care REITs" +"WDC","Western Digital","Information Technology","Technology Hardware, Storage & Peripherals" +"WU","Western Union Co","Information Technology","Data Processing & Outsourced Services" +"WRK","WestRock","Materials","Paper Packaging" +"WY","Weyerhaeuser","Real Estate","Specialized REITs" +"WHR","Whirlpool Corp.","Consumer Discretionary","Household Appliances" +"WMB","Williams Cos.","Energy","Oil & Gas Storage & Transportation" +"WLTW","Willis Towers Watson","Financials","Insurance Brokers" +"WYNN","Wynn Resorts Ltd","Consumer Discretionary","Casinos & Gaming" +"XEL","Xcel Energy Inc","Utilities","Multi-Utilities" +"XRX","Xerox","Information Technology","Technology Hardware, Storage & Peripherals" +"XLNX","Xilinx","Information Technology","Semiconductors" +"XYL","Xylem Inc.","Industrials","Industrial Machinery" +"YUM","Yum! Brands Inc","Consumer Discretionary","Restaurants" +"ZBRA","Zebra Technologies","Information Technology","Electronic Equipment & Instruments" +"ZBH","Zimmer Biomet Holdings","Health Care","Health Care Equipment" +"ZION","Zions Bancorp","Financials","Regional Banks" +"ZTS","Zoetis","Health Care","Pharmaceuticals" diff --git a/SimpleDashboard/Layout.py b/SimpleDashboard/Layout.py index 129849b..9aba5c1 100644 --- a/SimpleDashboard/Layout.py +++ b/SimpleDashboard/Layout.py @@ -117,11 +117,16 @@ def getLinePlot(df, tab): return {'data':traces, 'layout':layout} # Generate candlestick -def getCandlestick(df): +def getCandlestick(df, ticker): data = [] data.append(go.Candlestick(x=df['Date'], open=df['Open'], high=df['High'], low=df['Low'], - close=df['Close'])) + close=df['Close'], name=ticker)) + + for ma in [50, 100, 200]: + ma_name = 'MA%d' % ma + data.append(go.Scatter(x=df['Date'], y=df[ma_name], name=ma_name)) + layout = {'xaxis':{'title':'Date','rangeslider':{'visible':False}}, 'yaxis':{'title':'Price ($)'}, 'hovermode':False} @@ -146,15 +151,22 @@ def getTab1Table(df, stock_info): avg_vol = f'{avg_vol:,.0f}' #Obtain shares outstanding - shareOutstanding = stock_info['sharesOutstanding'] - - # Calculate market cap and format it - mktcap = last_day['Close']*shareOutstanding - mktcap = f'{mktcap:,.0f}' + if 'sharesOutstanding' in stock_info: + shareOutstanding = stock_info['sharesOutstanding'] + # Calculate market cap and format it + mktcap = last_day['Close']*shareOutstanding + mktcap = f'{mktcap:,.0f}' + shareOutstanding = f'{shareOutstanding:,.0f}' + else: + shareOutstanding = 'N/A' + mktcap = 'N/A' # Format beta beta = stock_info['beta'] - beta = f'{beta:.2f}' + if beta is None: + beta = 'N/A' + else: + beta = f'{beta:.2f}' # Format PE and Forward PE, if no PE, PE not in the dictionary if 'trailingPE' in stock_info: @@ -164,17 +176,26 @@ def getTab1Table(df, stock_info): pe = 'N/A' if 'forwardPE' in stock_info: fpe = stock_info['forwardPE'] - fpe = f'{fpe:.2f}' + if fpe is None: + fpe = 'N/A' + else: + fpe = f'{fpe:.2f}' else: fpe = 'N/A' # Format EPS eps = stock_info['trailingEps'] - eps = f'{eps:.2f}' + if eps is None: + eps = 'N/A' + else: + eps = f'{eps:.2f}' # Format Profit margin margin = stock_info['profitMargins'] - margin = f'{margin:.2f}' + if margin is None: + margin = 'N/A' + else: + margin = f'{margin:.2f}' # Prepare data for dividend rate if stock_info['dividendRate'] is None or stock_info['dividendRate']=='': @@ -189,7 +210,8 @@ def getTab1Table(df, stock_info): else: ex_dividend_date = 'N/A' - + if 'industry' not in stock_info: + stock_info['industry'] = 'N/A' return html.Table([ html.Tr([html.Td('Industry'), html.Td(), @@ -222,8 +244,8 @@ def getTab1Table(df, stock_info): html.Td(dividend)]), html.Tr([html.Td('Ex-Dividend Date'), html.Td(), html.Td(ex_dividend_date)]), - html.Tr([html.Td('Earning Per Share (EPS)'), html.Td(), - html.Td(f'{shareOutstanding:,.0f}')]) + html.Tr([html.Td('Shares Outstanding'), html.Td(), + html.Td(shareOutstanding)]) ]) # Generate Table for Tab 2 - Index diff --git a/SimpleDashboard/SimpleDashboard.py b/SimpleDashboard/SimpleDashboard.py index 5d65d9f..db6dfd1 100644 --- a/SimpleDashboard/SimpleDashboard.py +++ b/SimpleDashboard/SimpleDashboard.py @@ -120,7 +120,7 @@ def get_ticker(n_clicks, time, ticker, mkt): stockFormat, ticker = verify_ticker(ticker, mkt) # Catch incorrect if stockFormat is False: - return 'Wrong Ticker', '#######', '$##.##', '##.##', \ + return 'Invalid Format', '#######', '$##.##', '##.##', \ {'width':'20%', 'display':'inline-block'}, '##.##%', \ {'width':'20%', 'display':'inline-block'}, \ 'Error! Please try again.', {'data':None}, None @@ -128,7 +128,7 @@ def get_ticker(n_clicks, time, ticker, mkt): stock = yfinance.Ticker(ticker) # Catch if stock exists if stock.history(period='ytd').shape[0] == 0: - return 'Wrong Ticker', '#######', '$##.##', '##.##', \ + return 'Unknown Ticker', '#######', '$##.##', '##.##', \ {'width':'20%', 'display':'inline-block'}, '##.##%', \ {'width':'20%', 'display':'inline-block'}, \ 'Error! Please try again.', {'data':None}, None @@ -154,7 +154,7 @@ def get_ticker(n_clicks, time, ticker, mkt): df = getMA(stock, time, stock.history(period=time).reset_index()['Date']) - fig = getCandlestick(df) + fig = getCandlestick(df, ticker) table = getTab1Table(stock.history(period=time).reset_index(), stock.info)