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https://github.com/fasiha/finviz-git-scraper

FinViz map of sectors and sub-sectors
https://github.com/fasiha/finviz-git-scraper

git-scraping stock-data

Last synced: 8 months ago
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FinViz map of sectors and sub-sectors

Awesome Lists containing this project

README

          

# Finviz Git Scraper

Gitscraping ([explanation](https://simonwillison.net/2020/Oct/9/git-scraping/)) the [Finviz Map](https://finviz.com/map.ashx) data.

Three regions:
- S&P 500 (`sec`)
- World ADRs (`geo`)
- All-US? (`sec_all`)

Seven time horizons (for now, we might reduce these to daily once we have a year's worth of daily data?):
- daily
- weekly
- monthly
- quarterly
- half-year
- annual
- year to date (YTD)

GitHub Actions will download all twenty-four combinations (seven horizons and one sector breakdowns, times three regions) on weekdays a little before midnight UTC (which will always be after the close in New York).

There's a tiny little JS/Node script in `index.js` to generate all combinations and the shell command for GitHub Actions to run.

## All-US sector and subsector breakdowns
Just for fun, here they are, with the number of firms at each level (this is derived from [`map-sec_all.json`](./map-sec_all.json) via [`sec_all-to-markdown.js`](./sec_all-to-markdown.js)):

- Basic Materials (254)
- Agricultural Inputs (17)

- SVFD: Save Foods, Inc.
- RKDA: Arcadia Biosciences, Inc.
- YTEN: Yield10 Bioscience, Inc.
- SEED: Origin Agritech Limited
- CGA: China Green Agriculture, Inc.
- IPI: Intrepid Potash, Inc.
- BHIL: Benson Hill, Inc.
- AVD: American Vanguard Corporation
- BIOX: Bioceres Crop Solutions Corp.
- UAN: CVR Partners, LP
- SMG: The Scotts Miracle-Gro Company
- ICL: ICL Group Ltd
- FMC: FMC Corporation
- MOS: The Mosaic Company
- CF: CF Industries Holdings, Inc.
- CTVA: Corteva, Inc.
- NTR: Nutrien Ltd.


- Aluminum (4)

- CENX: Century Aluminum Company
- KALU: Kaiser Aluminum Corporation
- CSTM: Constellium SE
- AA: Alcoa Corporation


- Building Materials (13)

- RETO: ReTo Eco-Solutions, Inc.
- SMID: Smith-Midland Corporation
- CPAC: Cementos Pacasmayo S.A.A.
- USLM: United States Lime & Minerals, Inc.
- LOMA: Loma Negra Compania Industrial Argentina Sociedad Anonima
- SUM: Summit Materials, Inc.
- EXP: Eagle Materials Inc.
- MDU: MDU Resources Group, Inc.
- CX: CEMEX, S.A.B. de C.V.
- JHX: James Hardie Industries plc
- MLM: Martin Marietta Materials, Inc.
- VMC: Vulcan Materials Company
- CRH: CRH plc


- Chemicals (21)

- FF: FutureFuel Corp.
- SIRE: Sisecam Resources LP
- RYAM: Rayonier Advanced Materials Inc.
- VHI: Valhi, Inc.
- ORGN: Origin Materials, Inc.
- WLKP: Westlake Chemical Partners LP
- ASIX: AdvanSix Inc.
- LXU: LSB Industries, Inc.
- MTX: Minerals Technologies Inc.
- TROX: Tronox Holdings plc
- MEOH: Methanex Corporation
- UNVR: Univar Solutions Inc.
- BAK: Braskem S.A.
- HUN: Huntsman Corporation
- ASH: Ashland Inc.
- EMN: Eastman Chemical Company
- CE: Celanese Corporation
- SQM: Sociedad Quimica y Minera de Chile S.A.
- DD: DuPont de Nemours, Inc.
- DOW: Dow Inc.
- APD: Air Products and Chemicals, Inc.


- Coking Coal (4)

- METC: Ramaco Resources, Inc.
- SXC: SunCoke Energy, Inc.
- HCC: Warrior Met Coal, Inc.
- AMR: Alpha Metallurgical Resources, Inc.


- Copper (5)

- IE: Ivanhoe Electric Inc.
- HBM: Hudbay Minerals Inc.
- TRQ: Turquoise Hill Resources Ltd.
- SCCO: Southern Copper Corporation
- FCX: Freeport-McMoRan Inc.


- Gold (44)

- AUST: Austin Gold Corp.
- PZG: Paramount Gold Nevada Corp.
- AAU: Almaden Minerals Ltd.
- USAU: U.S. Gold Corp.
- VGZ: Vista Gold Corp.
- THM: International Tower Hill Mines Ltd.
- TRX: TRX Gold Corporation
- GAU: Galiano Gold Inc.
- GLDG: GoldMining Inc.
- GORO: Gold Resource Corporation
- CMCL: Caledonia Mining Corporation Plc
- HYMC: Hycroft Mining Holding Corporation
- DC: Dakota Gold Corp.
- IAUX: i-80 Gold Corp.
- DRD: DRDGOLD Limited
- ODV: Osisko Development Corp.
- NFGC: New Found Gold Corp.
- IAG: IAMGOLD Corporation
- ORLA: Orla Mining Ltd.
- SA: Seabridge Gold Inc.
- NGD: New Gold Inc.
- EQX: Equinox Gold Corp.
- CGAU: Centerra Gold Inc.
- EGO: Eldorado Gold Corporation
- CDE: Coeur Mining, Inc.
- SAND: Sandstorm Gold Ltd.
- NG: NovaGold Resources Inc.
- HMY: Harmony Gold Mining Company Limited
- HL: Hecla Mining Company
- SSRM: SSR Mining Inc.
- OR: Osisko Gold Royalties Ltd
- BTG: B2Gold Corp.
- AGI: Alamos Gold Inc.
- AUY: Yamana Gold Inc.
- KGC: Kinross Gold Corporation
- RGLD: Royal Gold, Inc.
- AU: AngloGold Ashanti Limited
- SBSW: Sibanye Stillwater Limited
- GFI: Gold Fields Limited
- WPM: Wheaton Precious Metals Corp.
- AEM: Agnico Eagle Mines Limited
- GOLD: Barrick Gold Corporation
- FNV: Franco-Nevada Corporation
- NEM: Newmont Corporation


- Lumber & Wood Production (5)

- JCTCF: Jewett-Cameron Trading Company Ltd.
- BCC: Boise Cascade Company
- EVA: Enviva Inc.
- UFPI: UFP Industries, Inc.
- WFG: West Fraser Timber Co. Ltd.


- Other Industrial Metals & Mining (36)

- CHNR: China Natural Resources, Inc.
- EXN: Excellon Resources Inc.
- SMTS: Sierra Metals Inc.
- GRFX: Graphex Group Limited
- XPL: Solitario Zinc Corp.
- UAMY: United States Antimony Corporation
- WWR: Westwater Resources, Inc.
- LITM: Snow Lake Resources Ltd.
- FURY: Fury Gold Mines Limited
- USAS: Americas Gold and Silver Corporation
- TMQ: Trilogy Metals Inc.
- NAK: Northern Dynasty Minerals Ltd.
- ELBM: Electra Battery Materials Corporation
- TMC: TMC the metals company Inc.
- VZLA: Vizsla Silver Corp.
- NMG: Nouveau Monde Graphite Inc.
- EMX: EMX Royalty Corporation
- WRN: Western Copper and Gold Corporation
- PLM: PolyMet Mining Corp.
- TGB: Taseko Mines Limited
- SKE: Skeena Resources Limited
- LGO: Largo Inc.
- NEXA: Nexa Resources S.A.
- SILV: SilverCrest Metals Inc.
- SLI: Standard Lithium Ltd.
- GSM: Ferroglobe PLC
- PLL: Piedmont Lithium Inc.
- CMP: Compass Minerals International, Inc.
- MTRN: Materion Corporation
- LAC: Lithium Americas Corp.
- SGML: Sigma Lithium Corporation
- MP: MP Materials Corp.
- TECK: Teck Resources Limited
- VALE: Vale S.A.
- RIO: Rio Tinto Group
- BHP: BHP Group Limited


- Other Precious Metals & Mining (13)

- ITRG: Integra Resources Corp.
- AUMN: Golden Minerals Company
- VOXR: Vox Royalty Corp.
- SPPP: Sprott Physical Platinum and Palladium Trust
- PLG: Platinum Group Metals Ltd.
- MUX: McEwen Mining Inc.
- PPTA: Perpetua Resources Corp.
- GATO: Gatos Silver, Inc.
- MTA: Metalla Royalty & Streaming Ltd.
- NEWP: New Pacific Metals Corp.
- GROY: Gold Royalty Corp.
- MMX: Maverix Metals Inc.
- BVN: Compania de Minas Buenaventura S.A.A.


- Paper & Paper Products (8)

- ITP: IT Tech Packaging, Inc.
- GLT: Glatfelter Corporation
- CLW: Clearwater Paper Corporation
- MERC: Mercer International Inc.
- MATV: Mativ Holdings, Inc.
- RFP: Resolute Forest Products Inc.
- SLVM: Sylvamo Corporation
- SUZ: Suzano S.A.


- Silver (7)

- ASM: Avino Silver & Gold Mines Ltd.
- SVM: Silvercorp Metals Inc.
- EXK: Endeavour Silver Corp.
- FSM: Fortuna Silver Mines Inc.
- MAG: MAG Silver Corp.
- AG: First Majestic Silver Corp.
- PAAS: Pan American Silver Corp.


- Specialty Chemicals (54)

- SNES: SenesTech, Inc.
- CRKN: Crown ElectroKinetics Corp.
- FSI: Flexible Solutions International, Inc.
- GURE: Gulf Resources, Inc.
- CNEY: CN Energy Group. Inc.
- POL: Polished.com Inc.
- VNTR: Venator Materials PLC
- CMT: Core Molding Technologies, Inc.
- NTIC: Northern Technologies International Corporation
- LOOP: Loop Industries, Inc.
- ODC: Oil-Dri Corporation of America
- DNMR: Danimer Scientific, Inc.
- ALTO: Alto Ingredients, Inc.
- TG: Tredegar Corporation
- HDSN: Hudson Technologies, Inc.
- GEVO: Gevo, Inc.
- KOP: Koppers Holdings Inc.
- TSE: Trinseo PLC
- AMRS: Amyris, Inc.
- HWKN: Hawkins, Inc.
- LWLG: Lightwave Logic, Inc.
- CCF: Chase Corporation
- FEAM: 5E Advanced Materials Inc.
- OEC: Orion Engineered Carbons S.A.
- KRO: Kronos Worldwide, Inc.
- ECVT: Ecovyst Inc.
- PRM: Perimeter Solutions, SA
- GPRE: Green Plains Inc.
- WDFC: WD-40 Company
- SCL: Stepan Company
- IOSP: Innospec Inc.
- AVNT: Avient Corporation
- NGVT: Ingevity Corporation
- SXT: Sensient Technologies Corporation
- NEU: NewMarket Corporation
- KWR: Quaker Chemical Corporation
- FUL: H.B. Fuller Company
- CBT: Cabot Corporation
- ESI: Element Solutions Inc
- BCPC: Balchem Corporation
- CC: The Chemours Company
- AXTA: Axalta Coating Systems Ltd.
- LTHM: Livent Corporation
- OLN: Olin Corporation
- RPM: RPM International Inc.
- WLK: Westlake Corporation
- AVTR: Avantor, Inc.
- IFF: International Flavors & Fragrances Inc.
- LYB: LyondellBasell Industries N.V.
- PPG: PPG Industries, Inc.
- ALB: Albemarle Corporation
- ECL: Ecolab Inc.
- SHW: The Sherwin-Williams Company
- LIN: Linde plc


- Steel (23)

- ZKIN: ZK International Group Co., Ltd.
- USAP: Universal Stainless & Alloy Products, Inc.
- FRD: Friedman Industries, Incorporated
- HUDI: Huadi International Group Co., Ltd.
- ACNT: Ascent Industries Co.
- MSB: Mesabi Trust
- ZEUS: Olympic Steel, Inc.
- ASTL: Algoma Steel Group Inc.
- SCHN: Schnitzer Steel Industries, Inc.
- TMST: TimkenSteel Corporation
- WOR: Worthington Industries, Inc.
- SID: Companhia Siderurgica Nacional
- SIM: Grupo Simec, S.A.B. de C.V.
- X: United States Steel Corporation
- CMC: Commercial Metals Company
- TX: Ternium S.A.
- CLF: Cleveland-Cliffs Inc.
- GGB: Gerdau S.A.
- RS: Reliance Steel & Aluminum Co.
- PKX: POSCO Holdings Inc.
- STLD: Steel Dynamics, Inc.
- MT: ArcelorMittal S.A.
- NUE: Nucor Corporation


- Communication Services (269)
- Advertising Agencies (40)

- BAOS: Baosheng Media Group Holdings Limited
- ISIG: Insignia Systems, Inc.
- MOBQ: Mobiquity Technologies, Inc.
- TRKA: Troika Media Group, Inc.
- ICLK: iClick Interactive Asia Group Limited
- STRN: Stran & Company, Inc.
- ANTE: AirNet Technology Inc.
- CNET: ZW Data Action Technologies Inc.
- DRCT: Direct Digital Holdings, Inc.
- INUV: Inuvo, Inc.
- SRAX: SRAX, Inc.
- NCMI: National CineMedia, Inc.
- HHS: Harte Hanks, Inc.
- XNET: Xunlei Limited
- WIMI: WiMi Hologram Cloud Inc.
- MCHX: Marchex, Inc.
- ATY: AcuityAds Holdings Inc.
- FLNT: Fluent, Inc.
- SCOR: comScore, Inc.
- DMS: Digital Media Solutions, Inc.
- TSQ: Townsquare Media, Inc.
- ADTH: AdTheorent Holding Company, Inc.
- QUOT: Quotient Technology Inc.
- EEX: Emerald Holding, Inc.
- CTV: Innovid Corp.
- CCO: Clear Channel Outdoor Holdings, Inc.
- TRMR: Tremor International Ltd
- CMPR: Cimpress plc
- QNST: QuinStreet, Inc.
- BOC: Boston Omaha Corporation
- MGNI: Magnite, Inc.
- DLX: Deluxe Corporation
- ADV: Advantage Solutions Inc.
- IAS: Integral Ad Science Holding Corp.
- CRTO: Criteo S.A.
- STGW: Stagwell Inc.
- ZD: Ziff Davis, Inc.
- WPP: WPP plc
- IPG: The Interpublic Group of Companies, Inc.
- OMC: Omnicom Group Inc.


- Broadcasting (26)

- BBGI: Beasley Broadcast Group, Inc.
- MDIA: MediaCo Holding Inc.
- AUD: Audacy, Inc.
- SALM: Salem Media Group, Inc.
- SJ: Scienjoy Holding Corporation
- CURI: CuriosityStream Inc.
- CMLS: Cumulus Media Inc.
- SGA: Saga Communications, Inc.
- CSSE: Chicken Soup for the Soul Entertainment, Inc.
- UONE: Urban One, Inc.
- LPTV: Loop Media, Inc.
- EVC: Entravision Communications Corporation
- FUBO: fuboTV Inc.
- AMCX: AMC Networks Inc.
- GTN: Gray Television, Inc.
- SSP: The E.W. Scripps Company
- IHRT: iHeartMedia, Inc.
- SBGI: Sinclair Broadcast Group, Inc.
- TV: Grupo Televisa, S.A.B.
- TGNA: TEGNA Inc.
- NXST: Nexstar Media Group, Inc.
- NWS: News Corporation
- FOX: Fox Corporation
- SIRI: Sirius XM Holdings Inc.
- LSXMA: The Liberty SiriusXM Group
- FWONK: Formula One Group


- Electronic Gaming & Multimedia (27)

- CCNC: Code Chain New Continent Limited
- YVR: Liquid Media Group Ltd.
- BHAT: Fujian Blue Hat Interactive Entertainment Technology Ltd.
- IMTE: Integrated Media Technology Limited
- GIGM: GigaMedia Limited
- MSGM: Motorsport Games Inc.
- GAME: Engine Gaming and Media, Inc.
- MGAM: Mobile Global Esports Inc.
- NCTY: The9 Limited
- SLGG: Super League Gaming, Inc.
- RNWK: RealNetworks, Inc.
- GMGI: Golden Matrix Group, Inc.
- BRAG: Bragg Gaming Group Inc.
- INSE: Inspired Entertainment, Inc.
- GRVY: Gravity Co., Ltd.
- SKLZ: Skillz Inc.
- DDI: DoubleDown Interactive Co., Ltd.
- MYPS: PLAYSTUDIOS, Inc.
- AVID: Avid Technology, Inc.
- SCPL: SciPlay Corporation
- PLTK: Playtika Holding Corp.
- BILI: Bilibili Inc.
- TTWO: Take-Two Interactive Software, Inc.
- SE: Sea Limited
- RBLX: Roblox Corporation
- EA: Electronic Arts Inc.
- ATVI: Activision Blizzard, Inc.


- Entertainment (39)

- KUKE: Kuke Music Holding Limited
- CPOP: Pop Culture Group Co., Ltd
- DLPN: Dolphin Entertainment, Inc.
- AESE: Allied Esports Entertainment Inc.
- LVO: LiveOne, Inc.
- ANGH: Anghami Inc.
- HOFV: Hall of Fame Resort & Entertainment Company
- RDI: Reading International, Inc.
- GSMG: Glory Star New Media Group Holdings Limited
- CIDM: Cinedigm Corp.
- CSCW: Color Star Technology Co., Ltd.
- GNUS: Genius Brands International, Inc.
- RSVR: Reservoir Media, Inc.
- HUYA: HUYA Inc.
- MCS: The Marcus Corporation
- IMAX: IMAX Corporation
- WOW: WideOpenWest, Inc.
- CNK: Cinemark Holdings, Inc.
- LGF-B: Lions Gate Entertainment Corp.
- MSGE: Madison Square Garden Entertainment Corp.
- BOWL: Bowlero Corp.
- AMC: AMC Entertainment Holdings, Inc.
- MSGS: Madison Square Garden Sports Corp.
- WWE: World Wrestling Entertainment, Inc.
- DLB: Dolby Laboratories, Inc.
- ROKU: Roku, Inc.
- DISH: DISH Network Corporation
- LBTYA: Liberty Global plc
- EDR: Endeavor Group Holdings, Inc.
- PARAP: Paramount Global
- LBRDA: Liberty Broadband Corporation
- WMG: Warner Music Group Corp.
- LYV: Live Nation Entertainment, Inc.
- WBD: Warner Bros. Discovery, Inc.
- BATRK: The Liberty Braves Group
- CHTR: Charter Communications, Inc.
- NFLX: Netflix, Inc.
- CMCSA: Comcast Corporation
- DIS: The Walt Disney Company


- Internet Content & Information (68)

- GROM: Grom Social Enterprises, Inc.
- ONFO: Onfolio Holdings Inc.
- LCFY: Locafy Limited
- QTT: Qutoutiao Inc.
- LIZI: Lizhi Inc.
- MOXC: Moxian (BVI) Inc
- MARK: Remark Holdings, Inc.
- KRKR: 36Kr Holdings Inc.
- IZEA: IZEA Worldwide, Inc.
- LOV: Spark Networks SE
- FENG: Phoenix New Media Limited
- GAIA: Gaia, Inc.
- LKCO: Luokung Technology Corp.
- STBX: Starbox Group Holdings Ltd.
- UPXI: Upexi, Inc.
- JFIN: Jiayin Group Inc.
- EGLX: Enthusiast Gaming Holdings Inc.
- CDLX: Cardlytics, Inc.
- TC: TuanChe Limited
- TRUE: TrueCar, Inc.
- UXIN: Uxin Limited
- LTRPB: Liberty TripAdvisor Holdings, Inc.
- FAZE: FaZe Holdings Inc.
- OB: Outbrain Inc.
- BZFD: BuzzFeed, Inc.
- AREN: The Arena Group Holdings, Inc.
- GRPN: Groupon, Inc.
- EVER: EverQuote, Inc.
- BODY: The Beachbody Company, Inc.
- DOYU: DouYu International Holdings Limited
- NN: NextNav Inc.
- CANG: Cango Inc.
- TBLA: Taboola.com Ltd.
- TRVG: trivago N.V.
- SMWB: SIMILARWEB LTD.
- DAO: Youdao, Inc.
- SOHU: Sohu.com Limited
- THRY: Thryv Holdings, Inc.
- ZH: Zhihu Inc.
- MAX: MediaAlpha, Inc.
- ANGI: Angi Inc.
- MOMO: Hello Group Inc.
- KIND: Nextdoor Holdings, Inc.
- GENI: Genius Sports Limited
- PERI: Perion Network Ltd.
- TTGT: TechTarget, Inc.
- CARG: CarGurus, Inc.
- SEAT: Vivid Seats Inc.
- SSTK: Shutterstock, Inc.
- IQ: iQIYI, Inc.
- YY: JOYY Inc.
- YELP: Yelp Inc.
- GETY: Getty Images Holdings, Inc.
- WB: Weibo Corporation
- ATHM: Autohome Inc.
- IAC: IAC/InterActiveCorp
- TME: Tencent Music Entertainment Group
- ZG: Zillow Group, Inc.
- TWLO: Twilio Inc.
- MTCH: Match Group, Inc.
- SPOT: Spotify Technology S.A.
- PINS: Pinterest, Inc.
- SNAP: Snap Inc.
- DASH: DoorDash, Inc.
- BIDU: Baidu, Inc.
- NTES: NetEase, Inc.
- META: Meta Platforms, Inc.
- GOOGL: Alphabet Inc.


- Publishing (11)

- IDW: IDW Media Holdings, Inc.
- EDUC: Educational Development Corporation
- DALN: DallasNews Corporation
- LEE: Lee Enterprises, Incorporated
- GCI: Gannett Co., Inc.
- DJCO: Daily Journal Corporation
- SCHL: Scholastic Corporation
- WLY: John Wiley & Sons, Inc.
- NYT: The New York Times Company
- PSO: Pearson plc
- RELX: RELX PLC


- Telecom Services (58)

- COMS: COMSovereign Holding Corp.
- UCL: uCloudlink Group Inc.
- KLR: Kaleyra, Inc.
- CXDO: Crexendo, Inc.
- STRY: Starry Group Holdings, Inc.
- QTEK: QualTek Services Inc.
- RDCM: RADCOM Ltd.
- MIMO: Airspan Networks Holdings Inc.
- SPOK: Spok Holdings, Inc.
- KORE: KORE Group Holdings, Inc.
- FNGR: FingerMotion, Inc.
- SIFY: Sify Technologies Limited
- OOMA: Ooma, Inc.
- RBBN: Ribbon Communications Inc.
- CNSL: Consolidated Communications Holdings, Inc.
- IDT: IDT Corporation
- ATNI: ATN International, Inc.
- ATEX: Anterix Inc.
- RADI: Radius Global Infrastructure, Inc.
- VEON: VEON Ltd.
- SHEN: Shenandoah Telecommunications Company
- TEO: Telecom Argentina S.A.
- PTNR: Partner Communications Company Ltd.
- TDS: Telephone and Data Systems, Inc.
- ASTS: AST SpaceMobile, Inc.
- IDCC: InterDigital, Inc.
- GOGO: Gogo Inc.
- LILAK: Liberty Latin America Ltd.
- IHS: IHS Holding Limited
- USM: United States Cellular Corporation
- TIGO: Millicom International Cellular S.A.
- ATUS: Altice USA, Inc.
- CCOI: Cogent Communications Holdings, Inc.
- TKC: Turkcell Iletisim Hizmetleri A.S.
- GSAT: Globalstar, Inc.
- CABO: Cable One, Inc.
- FYBR: Frontier Communications Parent, Inc.
- TIMB: TIM S.A.
- PHI: PLDT Inc.
- LUMN: Lumen Technologies, Inc.
- IRDM: Iridium Communications Inc.
- KT: KT Corporation
- SKM: SK Telecom Co.,Ltd
- SJR: Shaw Communications Inc.
- VIV: Telefonica Brasil S.A.
- TEF: Telefonica, S.A.
- RCI: Rogers Communications Inc.
- ZM: Zoom Video Communications, Inc.
- CHT: Chunghwa Telecom Co., Ltd.
- ORAN: Orange S.A.
- TLK: Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk
- TU: TELUS Corporation
- VOD: Vodafone Group Public Limited Company
- BCE: BCE Inc.
- AMX: America Movil, S.A.B. de C.V.
- T: AT&T Inc.
- VZ: Verizon Communications Inc.
- TMUS: T-Mobile US, Inc.


- Consumer Cyclical (573)
- Apparel Manufacturing (23)

- JXJT: JX Luxventure Limited
- EVK: Ever-Glory International Group, Inc.
- XELB: Xcel Brands, Inc.
- JRSH: Jerash Holdings (US), Inc.
- CRWS: Crown Crafts, Inc.
- LAKE: Lakeland Industries, Inc.
- VNCE: Vince Holding Corp.
- DLA: Delta Apparel, Inc.
- SGC: Superior Group of Companies, Inc.
- FIGS: FIGS, Inc.
- OXM: Oxford Industries, Inc.
- KTB: Kontoor Brands, Inc.
- GOOS: Canada Goose Holdings Inc.
- HBI: Hanesbrands Inc.
- ZGN: Ermenegildo Zegna N.V.
- PVH: PVH Corp.
- UA: Under Armour, Inc.
- COLM: Columbia Sportswear Company
- GIL: Gildan Activewear Inc.
- LEVI: Levi Strauss & Co.
- CPRI: Capri Holdings Limited
- RL: Ralph Lauren Corporation
- VFC: V.F. Corporation


- Apparel Retail (34)

- EXPR: Express, Inc.
- RENT: Rent the Runway, Inc.
- CTRN: Citi Trends, Inc.
- LVLU: Lulu's Fashion Lounge Holdings, Inc.
- JILL: J.Jill, Inc.
- CATO: The Cato Corporation
- DBGI: Digital Brands Group, Inc.
- TLYS: Tilly's, Inc.
- DLTH: Duluth Holdings Inc.
- DXLG: Destination XL Group, Inc.
- BIRD: Allbirds, Inc.
- ZUMZ: Zumiez Inc.
- PLCE: The Children's Place, Inc.
- CURV: Torrid Holdings Inc.
- SMRT: SmartRent, Inc.
- GCO: Genesco Inc.
- SCVL: Shoe Carnival, Inc.
- CHS: Chico's FAS, Inc.
- ANF: Abercrombie & Fitch Co.
- GIII: G-III Apparel Group, Ltd.
- GES: Guess', Inc.
- DBI: Designer Brands Inc.
- BOOT: Boot Barn Holdings, Inc.
- BKE: The Buckle, Inc.
- AEO: American Eagle Outfitters, Inc.
- URBN: Urban Outfitters, Inc.
- CRI: Carter's, Inc.
- VSCO: Victoria's Secret & Co.
- GPS: The Gap, Inc.
- ONON: On Holding AG
- BURL: Burlington Stores, Inc.
- ROST: Ross Stores, Inc.
- LULU: Lululemon Athletica Inc.
- TJX: The TJX Companies, Inc.


- Auto & Truck Dealerships (21)

- JZXN: Jiuzi Holdings, Inc.
- LOTZ: CarLotz, Inc.
- SFT: Shift Technologies, Inc.
- KXIN: Kaixin Auto Holdings
- VRM: Vroom, Inc.
- LAZY: Lazydays Holdings, Inc.
- KFS: Kingsway Financial Services Inc.
- CZOO: Cazoo Group Ltd
- CRMT: America's Car-Mart, Inc.
- RENN: Renren Inc.
- CARS: Cars.com Inc.
- ACVA: ACV Auctions Inc.
- SAH: Sonic Automotive, Inc.
- GPI: Group 1 Automotive, Inc.
- RUSHA: Rush Enterprises, Inc.
- ABG: Asbury Automotive Group, Inc.
- DRVN: Driven Brands Holdings Inc.
- AN: AutoNation, Inc.
- LAD: Lithia Motors, Inc.
- PAG: Penske Automotive Group, Inc.
- KMX: CarMax, Inc.


- Auto Manufacturers (36)

- AYRO: Ayro, Inc.
- VLCN: Volcon, Inc.
- PEV: Phoenix Motor Inc.
- VEV: Vicinity Motor Corp.
- EVTV: Envirotech Vehicles, Inc.
- GP: GreenPower Motor Company Inc.
- SEV: Sono Group N.V.
- SOLO: Electrameccanica Vehicles Corp.
- MULN: Mullen Automotive, Inc.
- NIU: Niu Technologies
- KNDI: Kandi Technologies Group, Inc.
- ARVL: Arrival
- CENN: Cenntro Electric Group Limited
- FFIE: Faraday Future Intelligent Electric Inc.
- BLBD: Blue Bird Corporation
- RIDE: Lordstown Motors Corp.
- GOEV: Canoo Inc.
- HYZN: Hyzon Motors Inc.
- WKHS: Workhorse Group Inc.
- PTRA: Proterra Inc.
- LVWR: LiveWire Group, Inc.
- FSR: Fisker Inc.
- XPEV: XPeng Inc.
- PSNY: Polestar Automotive Holding UK PLC
- NIO: NIO Inc.
- LI: Li Auto Inc.
- TTM: Tata Motors Limited
- LCID: Lucid Group, Inc.
- RIVN: Rivian Automotive, Inc.
- RACE: Ferrari N.V.
- HMC: Honda Motor Co., Ltd.
- STLA: Stellantis N.V.
- F: Ford Motor Company
- GM: General Motors Company
- TM: Toyota Motor Corporation
- TSLA: Tesla, Inc.


- Auto Parts (53)

- CTIB: Yunhong CTI Ltd.
- UFAB: Unique Fabricating, Inc.
- HZN: Horizon Global Corporation
- WKSP: Worksport Ltd.
- FRSX: Foresight Autonomous Holdings Ltd.
- SYPR: Sypris Solutions, Inc.
- ID: PARTS iD, Inc.
- AMV: Atlis Motor Vehicles, Inc.
- STRT: Strattec Security Corporation
- XL: XL Fleet Corp.
- SUP: Superior Industries International, Inc.
- CAAS: China Automotive Systems, Inc.
- LIDR: AEye, Inc.
- CPS: Cooper-Standard Holdings Inc.
- WPRT: Westport Fuel Systems Inc.
- CVGI: Commercial Vehicle Group, Inc.
- VOXX: VOXX International Corporation
- MLR: Miller Industries, Inc.
- MPAA: Motorcar Parts of America, Inc.
- HLLY: Holley Inc.
- AEVA: Aeva Technologies, Inc.
- HYLN: Hyliion Holdings Corp.
- GTXAP: Garrett Motion Inc.
- SRI: Stoneridge, Inc.
- INVZ: Innoviz Technologies Ltd.
- GGR: Gogoro Inc.
- PLOW: Douglas Dynamics, Inc.
- ALLG: Allego N.V.
- SMP: Standard Motor Products, Inc.
- MOD: Modine Manufacturing Company
- AXL: American Axle & Manufacturing Holdings, Inc.
- MBLY: Mobileye Global Inc.
- MNRO: Monro, Inc.
- TEN: Tenneco Inc.
- XPEL: XPEL, Inc.
- SES: SES AI Corporation
- THRM: Gentherm Incorporated
- DAN: Dana Incorporated
- DORM: Dorman Products, Inc.
- LAZR: Luminar Technologies, Inc.
- STR: Sitio Royalties Corp.
- GT: The Goodyear Tire & Rubber Company
- QS: QuantumScape Corporation
- ADNT: Adient plc
- VC: Visteon Corporation
- ALSN: Allison Transmission Holdings, Inc.
- GNTX: Gentex Corporation
- ALV: Autoliv, Inc.
- LEA: Lear Corporation
- BWA: BorgWarner Inc.
- LKQ: LKQ Corporation
- MGA: Magna International Inc.
- APTV: Aptiv PLC


- Department Stores (5)

- CBD: Companhia Brasileira de Distribuicao
- JWN: Nordstrom, Inc.
- KSS: Kohl's Corporation
- M: Macy's, Inc.
- DDS: Dillard's, Inc.


- Footwear & Accessories (13)

- AREB: American Rebel Holdings, Inc.
- FORD: Forward Industries, Inc.
- VRA: Vera Bradley, Inc.
- RCKY: Rocky Brands, Inc.
- WEYS: Weyco Group, Inc.
- CAL: Caleres, Inc.
- WWW: Wolverine World Wide, Inc.
- SHOO: Steven Madden, Ltd.
- FL: Foot Locker, Inc.
- CROX: Crocs, Inc.
- SKX: Skechers U.S.A., Inc.
- DECK: Deckers Outdoor Corporation
- NKE: NIKE, Inc.


- Furnishings, Fixtures & Appliances (29)

- NVFY: Nova LifeStyle, Inc.
- EFOI: Energy Focus, Inc.
- AUVI: Applied UV, Inc.
- FGI: FGI Industries Ltd.
- KEQU: Kewaunee Scientific Corporation
- NTZ: Natuzzi S.p.A.
- VIRC: Virco Mfg. Corporation
- FLXS: Flexsteel Industries, Inc.
- ATER: Aterian, Inc.
- LCUT: Lifetime Brands, Inc.
- BSET: Bassett Furniture Industries, Incorporated
- HOFT: Hooker Furnishings Corporation
- KBAL: Kimball International, Inc.
- PRPL: Purple Innovation, Inc.
- LOVE: The Lovesac Company
- NPK: National Presto Industries, Inc.
- COOK: Traeger, Inc.
- TILE: Interface, Inc.
- SNBR: Sleep Number Corporation
- ETD: Ethan Allen Interiors Inc.
- AMWD: American Woodmark Corporation
- LZB: La-Z-Boy Incorporated
- MLKN: MillerKnoll, Inc.
- WEBR: Weber Inc.
- LEG: Leggett & Platt, Incorporated
- TPX: Tempur Sealy International, Inc.
- MHK: Mohawk Industries, Inc.
- FBHS: Fortune Brands Home & Security, Inc.
- WHR: Whirlpool Corporation


- Gambling (19)

- GMBL: Esports Entertainment Group, Inc.
- ELYS: Elys Game Technology, Corp.
- EBET: EBET, Inc.
- SBET: SharpLink Gaming Ltd.
- LTRY: Lottery.com Inc.
- GAN: GAN Limited
- CPHC: Canterbury Park Holding Corporation
- CDRO: Codere Online Luxembourg, S.A.
- AGS: PlayAGS, Inc.
- GAMB: Gambling.com Group Limited
- NGMS: NeoGames S.A.
- ACEL: Accel Entertainment, Inc.
- RSI: Rush Street Interactive, Inc.
- EVRI: Everi Holdings Inc.
- SGHC: Super Group (SGHC) Limited
- IGT: International Game Technology PLC
- LNW: Light & Wonder, Inc.
- DKNG: DraftKings Inc.
- CHDN: Churchill Downs Incorporated


- Home Improvement Retail (8)

- TTSH: Tile Shop Holdings, Inc.
- LL: LL Flooring Holdings, Inc.
- GRWG: GrowGeneration Corp.
- HVT: Haverty Furniture Companies, Inc.
- ARHS: Arhaus, Inc.
- FND: Floor & Decor Holdings, Inc.
- LOW: Lowe's Companies, Inc.
- HD: The Home Depot, Inc.


- Internet Retail (50)

- PIK: Kidpik Corp.
- IMBI: iMedia Brands, Inc.
- JFBR: Jeffs' Brands Ltd
- MFH: Mercurity Fintech Holding Inc.
- OCG: Oriental Culture Holding LTD
- IPW: iPower Inc.
- MOGU: MOGU Inc.
- TKAT: Takung Art Co., Ltd.
- SECO: Secoo Holding Limited
- WNW: Meiwu Technology Company Limited
- JWEL: Jowell Global Ltd.
- BOXD: Boxed, Inc.
- NHTC: Natural Health Trends Corp.
- APRN: Blue Apron Holdings, Inc.
- HOUR: Hour Loop, Inc.
- TDUP: ThredUp Inc.
- LITB: LightInTheBox Holding Co., Ltd.
- YJ: Yunji Inc.
- AKA: a.k.a. Brands Holding Corp.
- DIBS: 1stdibs.Com, Inc.
- HEPS: D-Market Elektronik Hizmetler ve Ticaret A.S.
- PRTS: CarParts.com, Inc.
- RMBL: RumbleON, Inc.
- BZUN: Baozun Inc.
- RERE: ATRenew Inc.
- JMIA: Jumia Technologies AG
- DTC: Solo Brands, Inc.
- WISH: ContextLogic Inc.
- LQDT: Liquidity Services, Inc.
- NEGG: Newegg Commerce, Inc.
- QRTEB: Qurate Retail, Inc.
- DADA: Dada Nexus Limited
- OSTK: Overstock.com, Inc.
- FVRR: Fiverr International Ltd.
- CVNA: Carvana Co.
- POSH: Poshmark, Inc.
- RVLV: Revolve Group, Inc.
- FTCH: Farfetch Limited
- GLBE: Global-E Online Ltd.
- W: Wayfair Inc.
- VIPS: Vipshop Holdings Limited
- ETSY: Etsy, Inc.
- CHWY: Chewy, Inc.
- EBAY: eBay Inc.
- CPNG: Coupang, Inc.
- MELI: MercadoLibre, Inc.
- JD: JD.com, Inc.
- PDD: Pinduoduo Inc.
- BABA: Alibaba Group Holding Limited
- AMZN: Amazon.com, Inc.


- Leisure (32)

- CNXA: Connexa Sports Technologies Inc.
- BTN: Ballantyne Strong, Inc
- NLS: Nautilus, Inc.
- DS: Drive Shack Inc.
- AOUT: American Outdoor Brands, Inc.
- ESCA: Escalade, Incorporated
- PLBY: PLBY Group, Inc.
- BBIG: Vinco Ventures, Inc.
- JAKK: JAKKS Pacific, Inc.
- ISPO: Inspirato Incorporated
- FXLV: F45 Training Holdings Inc.
- CLAR: Clarus Corporation
- SPWH: Sportsman's Warehouse Holdings, Inc.
- FNKO: Funko, Inc.
- JOUT: Johnson Outdoors Inc.
- OSW: OneSpaWorld Holdings Limited
- XPOF: Xponential Fitness, Inc.
- VSTO: Vista Outdoor Inc.
- SIX: Six Flags Entertainment Corporation
- LTH: Life Time Group Holdings, Inc.
- MANU: Manchester United plc
- FUN: Cedar Fair, L.P.
- YETI: YETI Holdings, Inc.
- GOLF: Acushnet Holdings Corp.
- PTON: Peloton Interactive, Inc.
- MODG: Topgolf Callaway Brands Corp.
- SEAS: SeaWorld Entertainment, Inc.
- BC: Brunswick Corporation
- PLNT: Planet Fitness, Inc.
- MAT: Mattel, Inc.
- HAS: Hasbro, Inc.
- POOL: Pool Corporation


- Lodging (11)

- INTG: The InterGroup Corporation
- MCG: Membership Collective Group Inc.
- GHG: GreenTree Hospitality Group Ltd.
- SOND: Sonder Holdings Inc.
- WH: Wyndham Hotels & Resorts, Inc.
- CHH: Choice Hotels International, Inc.
- IHG: InterContinental Hotels Group PLC
- H: Hyatt Hotels Corporation
- HTHT: H World Group Limited
- HLT: Hilton Worldwide Holdings Inc.
- MAR: Marriott International, Inc.


- Luxury Goods (8)

- CTHR: Charles & Colvard, Ltd.
- BGI: Birks Group Inc.
- FOSL: Fossil Group, Inc.
- MOV: Movado Group, Inc.
- BRLT: Brilliant Earth Group, Inc.
- MYTE: MYT Netherlands Parent B.V.
- SIG: Signet Jewelers Limited
- TPR: Tapestry, Inc.


- Packaging & Containers (24)

- TYDE: Cryptyde, Inc.
- FFHL: Fuwei Films (Holdings) Co., Ltd.
- TUP: Tupperware Brands Corporation
- KRT: Karat Packaging Inc.
- PACK: Ranpak Holdings Corp.
- MYE: Myers Industries, Inc.
- UFPT: UFP Technologies, Inc.
- PTVE: Pactiv Evergreen Inc.
- OI: O-I Glass, Inc.
- AMBP: Ardagh Metal Packaging S.A.
- GEF: Greif, Inc.
- SLGN: Silgan Holdings Inc.
- SON: Sonoco Products Company
- BERY: Berry Global Group, Inc.
- REYN: Reynolds Consumer Products Inc.
- ATR: AptarGroup, Inc.
- GPK: Graphic Packaging Holding Company
- SEE: Sealed Air Corporation
- WRK: WestRock Company
- CCK: Crown Holdings, Inc.
- PKG: Packaging Corporation of America
- IP: International Paper Company
- BALL: Ball Corporation
- AMCR: Amcor plc


- Personal Services (18)

- EJH: E-Home Household Service Holdings Limited
- MRM: MEDIROM Healthcare Technologies Inc.
- RGS: Regis Corporation
- XWEL: XWELL, Inc.
- EM: Smart Share Global Limited
- WW: WW International, Inc.
- CSV: Carriage Services, Inc.
- STON: StoneMor Inc.
- ROVR: Rover Group, Inc.
- FRG: Franchise Group, Inc.
- MED: Medifast, Inc.
- DSEY: Diversey Holdings, Ltd.
- FTDR: Frontdoor, Inc.
- MCW: Mister Car Wash, Inc.
- BFAM: Bright Horizons Family Solutions Inc.
- HRB: H&R Block, Inc.
- SCI: Service Corporation International
- ROL: Rollins, Inc.


- Recreational Vehicles (19)

- EZGO: EZGO Technologies Ltd.
- HLBZ: Helbiz, Inc.
- FRZA: Forza X1, Inc.
- VEEE: Twin Vee Powercats Co.
- FUV: Arcimoto, Inc.
- VMAR: Vision Marine Technologies Inc.
- REE: REE Automotive Ltd.
- MPX: Marine Products Corporation
- MCFT: MasterCraft Boat Holdings, Inc.
- ONEW: OneWater Marine Inc.
- MBUU: Malibu Boats, Inc.
- WGO: Winnebago Industries, Inc.
- CWH: Camping World Holdings, Inc.
- LCII: LCI Industries
- DOOO: BRP Inc.
- FOXF: Fox Factory Holding Corp.
- THO: Thor Industries, Inc.
- PII: Polaris Inc.
- HOG: Harley-Davidson, Inc.


- Residential Construction (21)

- HOV: Hovnanian Enterprises, Inc.
- HOVNP: Hovnanian Enterprises, Inc. PFD DEP1/1000A
- BZH: Beazer Homes USA, Inc.
- LEGH: Legacy Housing Corporation
- GRBK: Green Brick Partners, Inc.
- DFH: Dream Finders Homes, Inc.
- MHO: M/I Homes, Inc.
- CCS: Century Communities, Inc.
- TPH: Tri Pointe Homes, Inc.
- CVCO: Cavco Industries, Inc.
- LGIH: LGI Homes, Inc.
- MDC: M.D.C. Holdings, Inc.
- KBH: KB Home
- MTH: Meritage Homes Corporation
- TMHC: Taylor Morrison Home Corporation
- SKY: Skyline Champion Corporation
- TOL: Toll Brothers, Inc.
- PHM: PulteGroup, Inc.
- NVR: NVR, Inc.
- LEN-B: Lennar Corporation
- DHI: D.R. Horton, Inc.


- Resorts & Casinos (20)

- SLNA: Selina Hospitality PLC
- FLL: Full House Resorts, Inc.
- CNTY: Century Casinos, Inc.
- BVH: Bluegreen Vacations Holding Corporation
- MSC: Studio City International Holdings Limited
- PLYA: Playa Hotels & Resorts N.V.
- BALY: Bally's Corporation
- GDEN: Golden Entertainment, Inc.
- MCRI: Monarch Casino & Resort, Inc.
- MLCO: Melco Resorts & Entertainment Limited
- RRR: Red Rock Resorts, Inc.
- HGV: Hilton Grand Vacations Inc.
- PENN: PENN Entertainment, Inc.
- VAC: Marriott Vacations Worldwide Corporation
- BYD: Boyd Gaming Corporation
- WYNN: Wynn Resorts, Limited
- MTN: Vail Resorts, Inc.
- CZR: Caesars Entertainment, Inc.
- MGM: MGM Resorts International
- LVS: Las Vegas Sands Corp.


- Restaurants (54)

- GRIL: Muscle Maker, Inc.
- REBN: Reborn Coffee, Inc.
- BTBD: BT Brands, Inc.
- BTB: Bit Brother Limited
- YOSH: Yoshiharu Global Co.
- RAVE: RAVE Restaurant Group, Inc.
- GTIM: Good Times Restaurants Inc.
- BFI: BurgerFi International, Inc.
- BDL: Flanigan's Enterprises, Inc.
- ARKR: Ark Restaurants Corp.
- TAST: Carrols Restaurant Group, Inc.
- RRGB: Red Robin Gourmet Burgers, Inc.
- FATBB: FAT Brands Inc.
- PBPB: Potbelly Corporation
- THCH: TH International Limited
- STKS: The ONE Group Hospitality, Inc.
- FRGI: Fiesta Restaurant Group, Inc.
- NATH: Nathan's Famous, Inc.
- NDLS: Noodles & Company
- LOCO: El Pollo Loco Holdings, Inc.
- BH: Biglari Holdings Inc.
- RUTH: Ruth's Hospitality Group, Inc.
- CHUY: Chuy's Holdings, Inc.
- KRUS: Kura Sushi USA, Inc.
- DENN: Denny's Corporation
- RICK: RCI Hospitality Holdings, Inc.
- BJRI: BJ's Restaurants, Inc.
- FWRG: First Watch Restaurant Group, Inc.
- DIN: Dine Brands Global, Inc.
- EAT: Brinker International, Inc.
- ARCO: Arcos Dorados Holdings Inc.
- PTLO: Portillo's Inc.
- JACK: Jack in the Box Inc.
- CNNE: Cannae Holdings, Inc.
- CAKE: The Cheesecake Factory Incorporated
- PLAY: Dave & Buster's Entertainment, Inc.
- SG: Sweetgreen, Inc.
- SHAK: Shake Shack Inc.
- BLMN: Bloomin' Brands, Inc.
- CBRL: Cracker Barrel Old Country Store, Inc.
- PZZA: Papa John's International, Inc.
- WEN: The Wendy's Company
- WING: Wingstop Inc.
- BROS: Dutch Bros Inc.
- TXRH: Texas Roadhouse, Inc.
- ARMK: Aramark
- DPZ: Domino's Pizza, Inc.
- DRI: Darden Restaurants, Inc.
- QSR: Restaurant Brands International Inc.
- YUMC: Yum China Holdings, Inc.
- YUM: Yum! Brands, Inc.
- CMG: Chipotle Mexican Grill, Inc.
- SBUX: Starbucks Corporation
- MCD: McDonald's Corporation


- Specialty Retail (55)

- BQ: Boqii Holding Limited
- NVVE: Nuvve Holding Corp.
- TLF: Tandy Leather Factory, Inc.
- KIRK: Kirkland's, Inc.
- LIVE: Live Ventures Incorporated
- PRTY: Party City Holdco Inc.
- REAL: The RealReal, Inc.
- ELA: Envela Corporation
- VLTA: Volta Inc.
- BNED: Barnes & Noble Education, Inc.
- CONN: Conn's, Inc.
- JOAN: JOANN Inc.
- TCS: The Container Store Group, Inc.
- BWMX: Betterware de Mexico, S.A.P.I. de C.V.
- BBW: Build-A-Bear Workshop, Inc.
- BGFV: Big 5 Sporting Goods Corporation
- HNST: The Honest Company, Inc. Common Stock
- BARK: BARK, Inc.
- LE: Lands' End, Inc.
- BBBY: Bed Bath & Beyond Inc.
- SFIX: Stitch Fix, Inc.
- FLWS: 1-800-FLOWERS.COM, Inc.
- BLNK: Blink Charging Co.
- HZO: MarineMax, Inc.
- HIBB: Hibbett, Inc.
- TA: TravelCenters of America Inc.
- WINA: Winmark Corporation
- NAAS: NaaS Technology Inc.
- ARKO: Arko Corp.
- SBH: Sally Beauty Holdings, Inc.
- KAR: KAR Auction Services, Inc.
- EVGO: EVgo, Inc.
- ODP: The ODP Corporation
- MNSO: MINISO Group Holding Limited
- SSU: SIGNA Sports United N.V.
- LESL: Leslie's, Inc.
- OLPX: Olaplex Holdings, Inc.
- EYE: National Vision Holdings, Inc.
- WOOF: Petco Health and Wellness Company, Inc.
- ASO: Academy Sports and Outdoors, Inc.
- CHPT: ChargePoint Holdings, Inc.
- RH: RH
- MUSA: Murphy USA Inc.
- BBWI: Bath & Body Works, Inc.
- GME: GameStop Corp.
- WSM: Williams-Sonoma, Inc.
- DKS: DICK'S Sporting Goods, Inc.
- FIVE: Five Below, Inc.
- AAP: Advance Auto Parts, Inc.
- BBY: Best Buy Co., Inc.
- ULTA: Ulta Beauty, Inc.
- TSCO: Tractor Supply Company
- GPC: Genuine Parts Company
- AZO: AutoZone, Inc.
- ORLY: O'Reilly Automotive, Inc.


- Textile Manufacturing (4)

- DXYN: The Dixie Group, Inc.
- CULP: Culp, Inc.
- UFI: Unifi, Inc.
- AIN: Albany International Corp.


- Travel Services (16)

- TZOO: Travelzoo
- TOUR: Tuniu Corporation
- YTRA: Yatra Online, Inc.
- DESP: Despegar.com, Corp.
- LIND: Lindblad Expeditions Holdings, Inc.
- MOND: Mondee Holdings, Inc.
- TRIP: Tripadvisor, Inc.
- MMYT: MakeMyTrip Limited
- TNL: Travel + Leisure Co.
- NCLH: Norwegian Cruise Line Holdings Ltd.
- CUK: Carnival Corporation & plc
- EXPE: Expedia Group, Inc.
- RCL: Royal Caribbean Cruises Ltd.
- TCOM: Trip.com Group Limited
- ABNB: Airbnb, Inc.
- BKNG: Booking Holdings Inc.


- Consumer Defensive (245)
- Beverages - Brewers (7)

- SBEV: Splash Beverage Group, Inc.
- CCU: Compania Cervecerias Unidas S.A.
- SAM: The Boston Beer Company, Inc.
- TAP: Molson Coors Beverage Company
- FMX: Fomento Economico Mexicano, S.A.B. de C.V.
- ABEV: Ambev S.A.
- BUD: Anheuser-Busch InBev SA/NV


- Beverages - Non-Alcoholic (17)

- REED: Reed's, Inc.
- BRFH: Barfresh Food Group, Inc.
- WTER: The Alkaline Water Company Inc.
- ZVIA: Zevia PBC
- COCO: The Vita Coco Company, Inc.
- OTLY: Oatly Group AB
- AKO-A: Embotelladora Andina S.A.
- PRMW: Primo Water Corporation
- FIZZ: National Beverage Corp.
- COKE: Coca-Cola Consolidated, Inc.
- CELH: Celsius Holdings, Inc.
- KOF: Coca-Cola FEMSA, S.A.B. de C.V.
- CCEP: Coca-Cola Europacific Partners PLC
- MNST: Monster Beverage Corporation
- KDP: Keurig Dr Pepper Inc.
- PEP: PepsiCo, Inc.
- KO: The Coca-Cola Company


- Beverages - Wineries & Distilleries (9)

- EAST: Eastside Distilling, Inc.
- WBEV: Winc, Inc.
- VINE: Fresh Vine Wine, Inc.
- WVVI: Willamette Valley Vineyards, Inc.
- VWE: Vintage Wine Estates, Inc.
- NAPA: The Duckhorn Portfolio, Inc.
- BF-B: Brown-Forman Corporation
- STZ: Constellation Brands, Inc.
- DEO: Diageo plc


- Confectioners (4)

- RMCF: Rocky Mountain Chocolate Factory, Inc.
- TR: Tootsie Roll Industries, Inc.
- HSY: The Hershey Company
- MDLZ: Mondelez International, Inc.


- Discount Stores (10)

- TUEM: Tuesday Morning Corporation
- BIG: Big Lots, Inc.
- PSMT: PriceSmart, Inc.
- OLLI: Ollie's Bargain Outlet Holdings, Inc.
- BJ: BJ's Wholesale Club Holdings, Inc.
- DLTR: Dollar Tree, Inc.
- DG: Dollar General Corporation
- TGT: Target Corporation
- COST: Costco Wholesale Corporation
- WMT: Walmart Inc.


- Education & Training Services (45)

- METX: Meten Holding Group Ltd.
- ZVO: Zovio Inc
- FHS: First High-School Education Group Co., Ltd.
- JZ: Jianzhi Education Technology Gr
- WAFU: Wah Fu Education Group Limited
- ASPU: Aspen Group, Inc.
- AMBO: Ambow Education Holding Ltd.
- AIU: Meta Data Limited
- GNS: Genius Group Limited
- EDTK: Skillful Craftsman Education Technology Limited
- EEIQ: Elite Education Group International Limited
- FEDU: Four Seasons Education (Cayman) Inc.
- CLEU: China Liberal Education Holdings Limited
- VEDU: Visionary Education Technology Holdings Group Inc.
- COE: China Online Education Group
- LXEH: Lixiang Education Holding Co., Ltd.
- YQ: 17 Education & Technology Group Inc.
- STG: Sunlands Technology Group
- AACG: ATA Creativity Global
- BEDU: Bright Scholar Education Holdings Limited
- IH: iHuman Inc.
- LINC: Lincoln Educational Services Corporation
- GOTU: Gaotu Techedu Inc.
- GSUN: Golden Sun Education Group Limited
- APEI: American Public Education, Inc.
- TEDU: Tarena International, Inc.
- UTI: Universal Technical Institute, Inc.
- SKIL: Skillsoft Corp.
- VSTA: Vasta Platform Limited
- TWOU: 2U, Inc.
- ARCE: Arco Platform Limited
- VTRU: Vitru Limited
- PRDO: Perdoceo Education Corporation
- LRN: Stride, Inc.
- AFYA: Afya Limited
- COUR: Coursera, Inc.
- LAUR: Laureate Education, Inc.
- STRA: Strategic Education, Inc.
- ATGE: Adtalem Global Education Inc.
- UDMY: Udemy, Inc.
- TAL: TAL Education Group
- GHC: Graham Holdings Company
- LOPE: Grand Canyon Education, Inc.
- CHGG: Chegg, Inc.
- EDU: New Oriental Education & Technology Group Inc.


- Farm Products (25)

- EDBL: Edible Garden AG Incorporated
- KAL: Kalera Public Limited Company
- AGRI: AgriFORCE Growing Systems Ltd.
- SANW: S&W Seed Company
- AQB: AquaBounty Technologies, Inc.
- PME: Pingtan Marine Enterprise Ltd.
- AGFS: AgroFresh Solutions, Inc.
- VFF: Village Farms International, Inc.
- APPH: AppHarvest, Inc.
- LMNR: Limoneira Company
- ALCO: Alico, Inc.
- AFRI: Forafric Global PLC
- LOCL: Local Bounti Corporation
- CHSCO: CHS Inc.
- LND: Brasilagro - Cia Bras de Prop Agricolas ADR
- VITL: Vital Farms, Inc.
- CRESY: Cresud Sociedad Anonima, Comercial, Inmobiliaria, Financiera y Agropecuaria
- DOLE: Dole plc
- AGRO: Adecoagro S.A.
- FDP: Fresh Del Monte Produce Inc.
- IBA: Industrias Bachoco, S.A.B. de C.V.
- CALM: Cal-Maine Foods, Inc.
- BG: Bunge Limited
- TSN: Tyson Foods, Inc.
- ADM: Archer-Daniels-Midland Company


- Food Distribution (11)

- DIT: AMCON Distributing Company
- WILC: G. Willi-Food International Ltd.
- HFFG: HF Foods Group Inc.
- AVO: Mission Produce, Inc.
- ANDE: The Andersons, Inc.
- SPTN: SpartanNash Company
- CHEF: The Chefs' Warehouse, Inc.
- UNFI: United Natural Foods, Inc.
- USFD: US Foods Holding Corp.
- PFGC: Performance Food Group Company
- SYY: Sysco Corporation


- Grocery Stores (13)

- MF: Missfresh Limited
- NGVC: Natural Grocers by Vitamin Cottage, Inc.
- VLGEA: Village Super Market, Inc.
- DDL: Dingdong (Cayman) Limited
- IMKTA: Ingles Markets, Incorporated
- DNUT: Krispy Kreme, Inc.
- WMK: Weis Markets, Inc.
- SFM: Sprouts Farmers Market, Inc.
- GO: Grocery Outlet Holding Corp.
- ASAI: Sendas Distribuidora S.A.
- CASY: Casey's General Stores, Inc.
- ACI: Albertsons Companies, Inc.
- KR: The Kroger Co.


- Household & Personal Products (31)

- TANH: Tantech Holdings Ltd
- BRSH: Bruush Oral Care Inc.
- DOGZ: Dogness (International) Corporation
- MTEX: Mannatech, Incorporated
- LFVN: LifeVantage Corporation
- TKLF: Yoshitsu Co., Ltd
- UG: United-Guardian, Inc.
- ACU: Acme United Corporation
- NATR: Nature's Sunshine Products, Inc.
- GROV: Grove Collaborative Holdings, Inc.
- YSG: Yatsen Holding Limited
- EWCZ: European Wax Center, Inc.
- USNA: USANA Health Sciences, Inc.
- HIMS: Hims & Hers Health, Inc.
- SKIN: The Beauty Health Company
- NUS: Nu Skin Enterprises, Inc.
- SPB: Spectrum Brands Holdings, Inc.
- EPC: Edgewell Personal Care Company
- HELE: Helen of Troy Limited
- ELF: e.l.f. Beauty, Inc.
- IPAR: Inter Parfums, Inc.
- NTCO: Natura &Co Holding S.A.
- NWL: Newell Brands Inc.
- COTY: Coty Inc.
- CLX: The Clorox Company
- CHD: Church & Dwight Co., Inc.
- KMB: Kimberly-Clark Corporation
- CL: Colgate-Palmolive Company
- EL: The Estee Lauder Companies Inc.
- UL: Unilever PLC
- PG: The Procter & Gamble Company


- Packaged Foods (65)

- CLXT: Calyxt, Inc.
- RIBT: RiceBran Technologies
- NUZE: NuZee, Inc.
- VGFC: The Very Good Food Company Inc.
- SNAX: Stryve Foods, Inc.
- BON: Bon Natural Life Limited
- JVA: Coffee Holding Co., Inc.
- CYAN: Cyanotech Corporation
- FAMI: Farmmi, Inc.
- SMFL: Smart for Life, Inc.
- LSF: Laird Superfood, Inc.
- BTOG: Bit Origin Limited
- BSFC: Blue Star Foods Corp.
- DTEA: DAVIDsTEA Inc.
- PETZ: TDH Holdings, Inc.
- STKH: Steakholder Foods Ltd.
- BTTR: Better Choice Company Inc.
- MMMB: MamaMancini's Holdings, Inc.
- PLAG: Planet Green Holdings Corp.
- NAII: Natural Alternatives International, Inc.
- LWAY: Lifeway Foods, Inc.
- FARM: Farmer Bros. Co.
- BRID: Bridgford Foods Corporation
- FREE: Whole Earth Brands, Inc.
- RGF: The Real Good Food Company, Inc.
- THRN: Thorne HealthTech, Inc.
- LNDC: Landec Corporation
- TTCF: Tattooed Chef, Inc.
- SENEA: Seneca Foods Corporation
- CVGW: Calavo Growers, Inc.
- WEST: Westrock Coffee Company
- BYND: Beyond Meat, Inc.
- JBSS: John B. Sanfilippo & Son, Inc.
- BGS: B&G Foods, Inc.
- STKL: SunOpta Inc.
- SOVO: Sovos Brands, Inc.
- BRCC: BRC Inc.
- HAIN: The Hain Celestial Group, Inc.
- HLF: Herbalife Nutrition Ltd.
- CENTA: Central Garden & Pet Company
- UTZ: Utz Brands, Inc.
- BRFS: BRF S.A.
- MGPI: MGP Ingredients, Inc.
- THS: TreeHouse Foods, Inc.
- NOMD: Nomad Foods Limited
- JJSF: J&J Snack Foods Corp.
- FRPT: Freshpet, Inc.
- BRBR: BellRing Brands, Inc.
- SMPL: The Simply Good Foods Company
- TWNK: Hostess Brands, Inc.
- POST: Post Holdings, Inc.
- LANC: Lancaster Colony Corporation
- PPC: Pilgrim's Pride Corporation
- FLO: Flowers Foods, Inc.
- INGR: Ingredion Incorporated
- LW: Lamb Weston Holdings, Inc.
- DAR: Darling Ingredients Inc.
- CPB: Campbell Soup Company
- SJM: The J. M. Smucker Company
- CAG: Conagra Brands, Inc.
- MKC: McCormick & Company, Incorporated
- K: Kellogg Company
- HRL: Hormel Foods Corporation
- KHC: The Kraft Heinz Company
- GIS: General Mills, Inc.


- Tobacco (8)

- KAVL: Kaival Brands Innovations Group, Inc.
- TPB: Turning Point Brands, Inc.
- UVV: Universal Corporation
- VGR: Vector Group Ltd.
- RLX: RLX Technology Inc.
- MO: Altria Group, Inc.
- BTI: British American Tobacco p.l.c.
- PM: Philip Morris International Inc.


- Energy (267)
- Oil & Gas Drilling (10)

- ICD: Independence Contract Drilling, Inc.
- BORR: Borr Drilling Limited
- DO: Diamond Offshore Drilling, Inc.
- PDS: Precision Drilling Corporation
- NBR: Nabors Industries Ltd.
- RIG: Transocean Ltd.
- PTEN: Patterson-UTI Energy, Inc.
- VAL: Valaris Limited
- NE: Noble Corporation
- HP: Helmerich & Payne, Inc.


- Oil & Gas E&P (90)

- GBR: New Concept Energy, Inc.
- CKX: CKX Lands, Inc.
- VIVK: Vivakor, Inc.
- MTR: Mesa Royalty Trust
- BRN: Barnwell Industries, Inc.
- MXC: Mexco Energy Corporation
- HUSA: Houston American Energy Corp.
- INDO: Indonesia Energy Corporation Limited
- CEI: Camber Energy, Inc.
- USEG: U.S. Energy Corp.
- IMPP: Imperial Petroleum Inc.
- PED: PEDEVCO Corp.
- PVL: Permianville Royalty Trust
- CRT: Cross Timbers Royalty Trust
- PHX: PHX Minerals Inc.
- MVO: MV Oil Trust
- PNRG: PrimeEnergy Resources Corporation
- VOC: VOC Energy Trust
- EPSN: Epsilon Energy Ltd.
- ALPS: Alpine Summit Energy Partners, Inc.
- BATL: Battalion Oil Corporation
- EPM: Evolution Petroleum Corporation
- AMPY: Amplify Energy Corp.
- EP: Empire Petroleum Corporation
- REI: Ring Energy, Inc.
- GTE: Gran Tierra Energy Inc.
- SJT: San Juan Basin Royalty Trust
- EGY: VAALCO Energy, Inc.
- REPX: Riley Exploration Permian, Inc.
- BRY: Berry Corporation
- SD: SandRidge Energy, Inc.
- SBOW: SilverBow Resources, Inc.
- GPRK: GeoPark Limited
- OBE: Obsidian Energy Ltd.
- PBT: Permian Basin Royalty Trust
- NEXT: NextDecade Corporation
- DMLP: Dorchester Minerals, L.P.
- LPI: Laredo Petroleum, Inc.
- VIST: Vista Energy, S.A.B. de C.V.
- WTI: W&T Offshore, Inc.
- KRP: Kimbell Royalty Partners, LP
- SBR: Sabine Royalty Trust
- CLMT: Calumet Specialty Products Partners, L.P.
- TELL: Tellurian Inc.
- GPOR: Gulfport Energy Corporation
- TALO: Talos Energy Inc.
- ROCC: Ranger Oil Corporation
- MNRL: Brigham Minerals, Inc.
- ESTE: Earthstone Energy, Inc.
- CRGY: Crescent Energy Company
- HPK: HighPeak Energy, Inc.
- NOG: Northern Oil and Gas, Inc.
- CPE: Callon Petroleum Company
- CNX: CNX Resources Corporation
- KOS: Kosmos Energy Ltd.
- CRC: California Resources Corporation
- BSM: Black Stone Minerals, L.P.
- ERF: Enerplus Corporation
- CRK: Comstock Resources, Inc.
- DEN: Denbury Inc.
- VET: Vermilion Energy Inc.
- SM: SM Energy Company
- PR: Permian Resources Corporation
- MGY: Magnolia Oil & Gas Corporation
- CIVI: Civitas Resources, Inc.
- CPG: Crescent Point Energy Corp.
- CHRD: Chord Energy Corporation
- RRC: Range Resources Corporation
- MUR: Murphy Oil Corporation
- PDCE: PDC Energy, Inc.
- SWN: Southwestern Energy Company
- MTDR: Matador Resources Company
- AR: Antero Resources Corporation
- CHK: Chesapeake Energy Corporation
- OVV: Ovintiv Inc.
- APA: APA Corporation
- EQT: EQT Corporation
- TPL: Texas Pacific Land Corporation
- MRO: Marathon Oil Corporation
- CTRA: Coterra Energy Inc.
- CLR: Continental Resources, Inc.
- FANG: Diamondback Energy, Inc.
- WDS: Woodside Energy Group Ltd
- HES: Hess Corporation
- DVN: Devon Energy Corporation
- PXD: Pioneer Natural Resources Company
- CNQ: Canadian Natural Resources Limited
- OXY: Occidental Petroleum Corporation
- EOG: EOG Resources, Inc.
- COP: ConocoPhillips


- Oil & Gas Equipment & Services (56)

- MARPS: Marine Petroleum Trust
- SDPI: Superior Drilling Products, Inc.
- RCON: Recon Technology, Ltd.
- ENSV: Enservco Corporation
- DWSN: Dawson Geophysical Company
- PFIE: Profire Energy, Inc.
- GEOS: Geospace Technologies Corporation
- NCSM: NCS Multistage Holdings, Inc.
- GIFI: Gulf Island Fabrication, Inc.
- PRT: PermRock Royalty Trust
- FTK: Flotek Industries, Inc.
- SND: Smart Sand, Inc.
- MTRX: Matrix Service Company
- NGS: Natural Gas Services Group, Inc.
- NRT: North European Oil Royalty Trust
- FET: Forum Energy Technologies, Inc.
- CCLP: CSI Compressco LP
- KLXE: KLX Energy Services Holdings, Inc.
- RNGR: Ranger Energy Services, Inc.
- NINE: Nine Energy Service, Inc.
- TUSK: Mammoth Energy Services, Inc.
- NOA: North American Construction Group Ltd.
- NR: Newpark Resources, Inc.
- BOOM: DMC Global Inc.
- OIS: Oil States International, Inc.
- TTI: TETRA Technologies, Inc.
- NESR: National Energy Services Reunited Corp.
- SOI: Solaris Oilfield Infrastructure, Inc.
- VTOL: Bristow Group Inc.
- MRC: MRC Global Inc.
- DRQ: Dril-Quip, Inc.
- CLB: Core Laboratories N.V.
- HLX: Helix Energy Solutions Group, Inc.
- SLCA: U.S. Silica Holdings, Inc.
- WTTR: Select Energy Services, Inc.
- PUMP: ProPetro Holding Corp.
- AROC: Archrock, Inc.
- DNOW: NOW Inc.
- OII: Oceaneering International, Inc.
- TDW: Tidewater Inc.
- USAC: USA Compression Partners, LP
- XPRO: Expro Group Holdings N.V.
- RES: RPC, Inc.
- NEX: NexTier Oilfield Solutions Inc.
- WFRD: Weatherford International plc
- PFHC: ProFrac Holding Corp.
- LBRT: Liberty Energy Inc.
- ACDC: ProFrac Holding Corp
- WHD: Cactus, Inc.
- FTI: TechnipFMC plc
- CHX: ChampionX Corporation
- NOV: NOV Inc.
- TS: Tenaris S.A.
- BKR: Baker Hughes Company
- HAL: Halliburton Company
- SLB: Schlumberger Limited


- Oil & Gas Integrated (19)

- ZEST: Ecoark Holdings, Inc.
- SLNG: Stabilis Solutions, Inc.
- AE: Adams Resources & Energy, Inc.
- TK: Teekay Corporation
- YPF: YPF Sociedad Anonima
- NFG: National Fuel Gas Company
- SSL: Sasol Limited
- EC: Ecopetrol S.A.
- IMO: Imperial Oil Limited
- CVE: Cenovus Energy Inc.
- SU: Suncor Energy Inc.
- E: Eni S.p.A.
- PBR: Petroleo Brasileiro S.A. - Petrobras
- BP: BP p.l.c.
- EQNR: Equinor ASA
- TTE: TotalEnergies SE
- SHEL: Shell plc
- CVX: Chevron Corporation
- XOM: Exxon Mobil Corporation


- Oil & Gas Midstream (55)

- SNMP: Evolve Transition Infrastructure LP
- USWS: U.S. Well Services, Inc.
- MMLP: Martin Midstream Partners L.P.
- DLNG: Dynagas LNG Partners LP
- GASS: StealthGas Inc.
- SMLP: Summit Midstream Partners, LP
- OSG: Overseas Shipholding Group, Inc.
- GPP: Green Plains Partners LP
- SGU: Star Group, L.P.
- GLOP: GasLog Partners LP
- TNP: Tsakos Energy Navigation Limited
- ASC: Ardmore Shipping Corporation
- LPG: Dorian LPG Ltd.
- BROG: Brooge Energy Limited
- TNK: Teekay Tankers Ltd.
- NVGS: Navigator Holdings Ltd.
- GLP: Global Partners LP
- TGS: Transportadora de Gas del Sur S.A.
- PBFX: PBF Logistics LP
- GEL: Genesis Energy, L.P.
- DHT: DHT Holdings, Inc.
- NS: NuStar Energy L.P.
- FLNG: FLEX LNG Ltd.
- DKL: Delek Logistics Partners, LP
- HEP: Holly Energy Partners, L.P.
- TRMD: TORM plc
- STNG: Scorpio Tankers Inc.
- FRO: Frontline Ltd.
- GLNG: Golar LNG Limited
- PAGP: Plains GP Holdings, L.P.
- CEQP: Crestwood Equity Partners LP
- ETRN: Equitrans Midstream Corporation
- EURN: Euronav NV
- KNTK: Kinetik Holdings Inc.
- AM: Antero Midstream Corporation
- VNOM: Viper Energy Partners LP
- DTM: DT Midstream, Inc.
- ENLC: EnLink Midstream, LLC
- HESM: Hess Midstream LP
- DCP: DCP Midstream, LP
- PAA: Plains All American Pipeline, L.P.
- WES: Western Midstream Partners, LP
- MMP: Magellan Midstream Partners, L.P.
- TRGP: Targa Resources Corp.
- PBA: Pembina Pipeline Corporation
- CQP: Cheniere Energy Partners, L.P.
- OKE: ONEOK, Inc.
- MPLX: MPLX LP
- ET: Energy Transfer LP
- WMB: The Williams Companies, Inc.
- KMI: Kinder Morgan, Inc.
- LNG: Cheniere Energy, Inc.
- TRP: TC Energy Corporation
- EPD: Enterprise Products Partners L.P.
- ENB: Enbridge Inc.


- Oil & Gas Refining & Marketing (21)

- NGL: NGL Energy Partners LP
- AMTX: Aemetis, Inc.
- BPT: BP Prudhoe Bay Royalty Trust
- SRLP: Sprague Resources LP
- REX: REX American Resources Corporation
- VTNR: Vertex Energy, Inc.
- CAPL: CrossAmerica Partners LP
- PARR: Par Pacific Holdings, Inc.
- CLNE: Clean Energy Fuels Corp.
- INT: World Fuel Services Corporation
- DK: Delek US Holdings, Inc.
- UGP: Ultrapar Participacoes S.A.
- SUN: Sunoco LP
- CVI: CVR Energy, Inc.
- VVV: Valvoline Inc.
- PBF: PBF Energy Inc.
- CSAN: Cosan S.A.
- DINO: HF Sinclair Corporation
- PSX: Phillips 66
- VLO: Valero Energy Corporation
- MPC: Marathon Petroleum Corporation


- Thermal Coal (8)

- AREC: American Resources Corporation
- HNRG: Hallador Energy Company
- NC: NACCO Industries, Inc.
- NRP: Natural Resource Partners L.P.
- CEIX: CONSOL Energy Inc.
- ARCH: Arch Resources, Inc.
- ARLP: Alliance Resource Partners, L.P.
- BTU: Peabody Energy Corporation


- Uranium (8)

- UROY: Uranium Royalty Corp.
- URG: Ur-Energy Inc.
- LEU: Centrus Energy Corp.
- DNN: Denison Mines Corp.
- UUUU: Energy Fuels Inc.
- UEC: Uranium Energy Corp.
- NXE: NexGen Energy Ltd.
- CCJ: Cameco Corporation


- Financial (1148)
- Asset Management (200)

- PHCF: Puhui Wealth Investment Management Co., Ltd.
- SVVC: Firsthand Technology Value Fund, Inc.
- RCG: RENN Fund, Inc.
- BHV: BlackRock Virginia Municipal Bond Trust
- EQS: Equus Total Return, Inc.
- GRF: Eagle Capital Growth Fund, Inc.
- RAND: Rand Capital Corporation
- MXE: Mexico Equity & Income Fund Inc.
- AINC: Ashford Inc.
- MGLD: The Marygold Companies, Inc.
- NBO: Neuberger Berman New York Municipal Fund, Inc.
- GROW: U.S. Global Investors, Inc.
- DXR: Daxor Corporation
- ICMB: Investcorp Credit Management BDC, Inc.
- LRFC: Logan Ridge Finance Corporation
- SFE: Safeguard Scientifics, Inc.
- JMM: Nuveen Multi-Market Income Fund
- RGT: Royce Global Value Trust, Inc.
- NBW: Neuberger Berman California Municipal Fund Inc.
- TURN: 180 Degree Capital Corp.
- EDF: Virtus Stone Harbor Emerging Markets Income Fund
- NMS: Nuveen Minnesota Quality Municipal Income Fund
- HNNA: Hennessy Advisors, Inc.
- NDP: Tortoise Energy Independence Fund, Inc.
- TTP: Tortoise Pipeline & Energy Fund, Inc.
- CEV: Eaton Vance California Municipal Income Trust
- GECC: Great Elm Capital Corp.
- PGZ: Principal Real Estate Income Fund
- OCCI: OFS Credit Company, Inc.
- PFX: PhenixFIN Corporation
- TPZ: Tortoise Power and Energy Infrastructure Fund, Inc.
- GNT: GAMCO Natural Resources, Gold & Income Trust
- HNW: Pioneer Diversified High Income Fund, Inc.
- GLV: Clough Global Dividend and Income Fund
- JLS: Nuveen Mortgage and Income Fund
- VCIF: Vertical Capital Income Fund
- IHD: Voya Emerging Markets High Dividend Equity Fund
- NKG: Nuveen Georgia Quality Municipal Income Fund
- ERH: Allspring Utilities and High Income Fund
- IAF: Abrdn Australia Equity Fund Inc
- SBI: Western Asset Intermediate Muni Fund Inc.
- FCRD: First Eagle Alternative Capital BDC, Inc.
- ECF: Ellsworth Growth and Income Fund Ltd.
- BANX: ArrowMark Financial Corp.
- SSSS: SuRo Capital Corp.
- DMF: BNY Mellon Municipal Income, Inc.
- JSD: Nuveen Short Duration Credit Opportunities Fund
- DMO: Western Asset Mortgage Opportunity Fund Inc.
- GLQ: Clough Global Equity Fund
- CIK: Credit Suisse Asset Management Income Fund, Inc.
- NAZ: Nuveen Arizona Quality Municipal Income Fund
- OFS: OFS Capital Corporation
- HYW: Hywin Holdings Ltd.
- FPL: First Trust New Opportunities MLP & Energy Fund
- ENX: Eaton Vance New York Municipal Bond Fund
- OXSQ: Oxford Square Capital Corp.
- NIQ: Nuveen Intermediate Duration Quality Municipal Term Fund
- NHS: Neuberger Berman High Yield Strategies Fund Inc.
- CBH: Virtus Convertible & Income 2024 Target Term Fund
- NRO: Neuberger Berman Real Estate Securities Income Fund Inc.
- INSI: Insight Select Income Fund
- IGI: Western Asset Investment Grade Defined Opportunity Trust Inc.
- IVH: Delaware Ivy High Income Opportunities Fund
- OPP: RiverNorth/DoubleLine Strategic Opportunity Fund, Inc.
- AIF: Apollo Tactical Income Fund Inc.
- TEAF: Ecofin Sustainable and Social Impact Term Fund
- GDO: Western Asset Global Corporate Defined Opportunity Fund Inc.
- FDEU: First Trust Dynamic Europe Equity Income Fund
- DMB: BNY Mellon Municipal Bond Infrastructure Fund, Inc.
- NBH: Neuberger Berman Municipal Fund Inc.
- AFT: Apollo Senior Floating Rate Fund Inc.
- DHY: Credit Suisse High Yield Bond Fund, Inc.
- NPV: Nuveen Virginia Quality Municipal Income Fund
- IHIT: Invesco High Income 2023 Target Term Fund
- EVM: Eaton Vance California Municipal Bond Fund
- ETX: Eaton Vance Municipal Income 2028 Term Trust
- ACV: Virtus Diversified Income & Convertible Fund
- HGLB: Highland Global Allocation Fund
- NUO: Nuveen Ohio Quality Municipal Income Fund
- VFL: Delaware Investments National Municipal Income Fund
- JRS: Nuveen Real Estate Income Fund
- NUW: Nuveen AMT-Free Municipal Value Fund
- GLO: Clough Global Opportunities Fund
- AEF: Abrdn Emerging Markets Equity Income Fund Inc
- FTF: Franklin Limited Duration Income Trust
- BGH: Barings Global Short Duration High Yield Fund
- ASA: ASA Gold and Precious Metals Limited
- ERC: Allspring Multi-Sector Income Fund
- JGH: Nuveen Global High Income Fund
- SAR: Saratoga Investment Corp.
- SAMG: Silvercrest Asset Management Group Inc.
- SCM: Stellus Capital Investment Corporation
- HYI: Western Asset High Yield Defined Opportunity Fund Inc.
- ARDC: Ares Dynamic Credit Allocation Fund, Inc.
- RMM: Rivernorth Managed Duration Municipal Income Fund Inc.
- BKCC: BlackRock Capital Investment Corporation
- FEN: First Trust Energy Income and Growth Fund
- WHF: WhiteHorse Finance, Inc.
- BRW: Saba Capital Income & Opportunities Fund
- HRZN: Horizon Technology Finance Corporation
- TRIN: Trinity Capital Inc.
- EAD: Allspring Income Opportunities Fund
- PNNT: PennantPark Investment Corporation
- NML: Neuberger Berman MLP and Energy Income Fund Inc.
- NEWT: Newtek Business Services Corp.
- MVF: BlackRock MuniVest Fund, Inc.
- NPFD: Nuveen Variable Rate Preferred & Income Fund
- CCAP: Crescent Capital BDC, Inc.
- PUYI: Puyi Inc.
- NBB: Nuveen Taxable Municipal Income Fund
- NXJ: Nuveen New Jersey Quality Municipal Income Fund
- TPVG: TriplePoint Venture Growth BDC Corp.
- ECCC: Eagle Point Credit Company Inc.
- IFN: The India Fund, Inc.
- BLE: BlackRock Municipal Income Trust II
- GAIN: Gladstone Investment Corporation
- NXDT: NexPoint Diversified Real Estate Trust
- FDUS: Fidus Investment Corporation
- NKX: Nuveen California AMT-Free Quality Municipal Income Fund
- CSWC: Capital Southwest Corporation
- PFLT: PennantPark Floating Rate Capital Ltd.
- CION: CION Investment Corporation
- DHIL: Diamond Hill Investment Group, Inc.
- GGN: GAMCO Global Gold, Natural Resources & Income Trust
- SCU: Sculptor Capital Management, Inc.
- NIE: Virtus Equity & Convertible Income Fund
- NID: Nuveen Intermediate Duration Municipal Term Fund
- VINP: Vinci Partners Investments Ltd.
- CGBD: Carlyle Secured Lending, Inc.
- EIM: Eaton Vance Municipal Bond Fund
- PAXS: PIMCO Access Income Fund
- NRGX: PIMCO Energy and Tactical Credit Opportunities Fund
- SLRC: SLR Investment Corp.
- MFIC: MidCap Financial Investment Corporation
- WETF: WisdomTree Investments, Inc.
- TCPC: BlackRock TCP Capital Corp.
- HFRO: Highland Funds I - Highland Income Fund
- BSIG: BrightSphere Investment Group Inc.
- CRF: Cornerstone Total Return Fund, Inc.
- BCSF: Bain Capital Specialty Finance, Inc.
- NRK: Nuveen New York AMT-Free Quality Municipal Income Fund
- RA: Brookfield Real Assets Income Fund Inc.
- NOAH: Noah Holdings Limited
- CET: Central Securities Corp.
- NMZ: Nuveen Municipal High Income Opportunity Fund
- BCOR: Blucora, Inc.
- PX: P10, Inc.
- EVV: Eaton Vance Limited Duration Income Fund
- STEW: SRH Total Return Fund, Inc.
- VRTS: Virtus Investment Partners, Inc.
- NMFC: New Mountain Finance Corporation
- BSTZ: BlackRock Science and Technology Trust II
- SII: Sprott Inc.
- TSLX: Sixth Street Specialty Lending, Inc.
- BRDG: Bridge Investment Group Holdings Inc.
- CLM: Cornerstone Strategic Value Fund, Inc.
- AMK: AssetMark Financial Holdings, Inc.
- NZF: Nuveen Municipal Credit Income Fund
- BUR: Burford Capital Limited
- CIXX: CI Financial Corp.
- VCTR: Victory Capital Holdings, Inc.
- PAX: Patria Investments Limited
- GBDC: Golub Capital BDC, Inc.
- BBUC: Brookfield Business Corporation
- NVG: Nuveen AMT-Free Municipal Credit Income Fund
- APAM: Artisan Partners Asset Management Inc.
- NAD: Nuveen Quality Municipal Income Fund
- CNS: Cohen & Steers, Inc.
- PSEC: Prospect Capital Corporation
- MAIN: Main Street Capital Corporation
- NEA: Nuveen AMT-Free Quality Municipal Income Fund
- STEP: StepStone Group Inc.
- FHI: Federated Hermes, Inc.
- HLNE: Hamilton Lane Incorporated
- CEF: Sprott Physical Gold and Silver Trust
- AB: AllianceBernstein Holding L.P.
- JHG: Janus Henderson Group plc
- BXSL: Blackstone Secured Lending Fund
- ATCO: Atlas Corp.
- AMG: Affiliated Managers Group, Inc.
- FSK: FS KKR Capital Corp.
- IVZ: Invesco Ltd.
- SEIC: SEI Investments Company
- CG: The Carlyle Group Inc.
- TPG: TPG Inc.
- ARCC: Ares Capital Corporation
- BEN: Franklin Resources, Inc.
- CRBG: Corebridge Financial Inc.
- OWL: Blue Owl Capital Inc.
- NTRS: Northern Trust Corporation
- ARES: Ares Management Corporation
- TROW: T. Rowe Price Group, Inc.
- STT: State Street Corporation
- AMP: Ameriprise Financial, Inc.
- BK: The Bank of New York Mellon Corporation
- APO: Apollo Global Management, Inc.
- KKR: KKR & Co. Inc.
- BAM: Brookfield Asset Management Inc.
- BLK: BlackRock, Inc.
- BX: Blackstone Inc.


- Banks - Diversified (22)

- NTB: The Bank of N.T. Butterfield & Son Limited
- EWBC: East West Bancorp, Inc.
- CS: Credit Suisse Group AG
- NU: Nu Holdings Ltd.
- NWG: NatWest Group plc
- BCS: Barclays PLC
- BBVA: Banco Bilbao Vizcaya Argentaria, S.A.
- SMFG: Sumitomo Mitsui Financial Group, Inc.
- ING: ING Groep N.V.
- CM: Canadian Imperial Bank of Commerce
- SAN: Banco Santander, S.A.
- UBS: UBS Group AG
- BNS: The Bank of Nova Scotia
- MUFG: Mitsubishi UFJ Financial Group, Inc.
- BMO: Bank of Montreal
- C: Citigroup Inc.
- HSBC: HSBC Holdings plc
- TD: The Toronto-Dominion Bank
- RY: Royal Bank of Canada
- WFC: Wells Fargo & Company
- BAC: Bank of America Corporation
- JPM: JPMorgan Chase & Co.


- Banks - Regional (343)

- CARV: Carver Bancorp, Inc.
- GLBZ: Glen Burnie Bancorp
- OPHC: OptimumBank Holdings, Inc.
- GBNY: Generations Bancorp NY, Inc.
- MSVB: Mid-Southern Bancorp, Inc.
- PNBK: Patriot National Bancorp, Inc.
- BYFC: Broadway Financial Corporation
- BOTJ: Bank of the James Financial Group, Inc.
- KFFB: Kentucky First Federal Bancorp
- HFBL: Home Federal Bancorp, Inc. of Louisiana
- SHFS: SHF Holdings, Inc.
- IROQ: IF Bancorp, Inc.
- ASRV: AmeriServ Financial, Inc.
- FFBW: FFBW, Inc.
- LSBK: Lake Shore Bancorp, Inc.
- VBFC: Village Bank and Trust Financial Corp.
- CIZN: Citizens Holding Company
- FCAP: First Capital, Inc.
- AUBN: Auburn National Bancorporation, Inc.
- PBHC: Pathfinder Bancorp, Inc.
- EMCF: Emclaire Financial Corp
- UBCP: United Bancorp, Inc.
- MGYR: Magyar Bancorp, Inc.
- BKSC: Bank of South Carolina Corporation
- AFBI: Affinity Bancshares, Inc.
- PROV: Provident Financial Holdings, Inc.
- SSBI: Summit State Bank
- HMNF: HMN Financial, Inc.
- SFBC: Sound Financial Bancorp, Inc.
- UNB: Union Bankshares, Inc.
- MLVF: Malvern Bancorp, Inc.
- CBFV: CB Financial Services, Inc.
- LNKB: LINKBANCORP, Inc.
- FINW: FinWise Bancorp
- UBFO: United Security Bancshares
- SBFG: SB Financial Group, Inc.
- FUNC: First United Corporation
- CWBC: Community West Bancshares
- CFBK: CF Bankshares Inc.
- OVBC: Ohio Valley Banc Corp.
- LARK: Landmark Bancorp, Inc.
- BFIN: BankFinancial Corporation
- OPOF: Old Point Financial Corporation
- CZWI: Citizens Community Bancorp, Inc.
- FFNW: First Financial Northwest, Inc.
- OFED: Oconee Federal Financial Corp.
- ECBK: ECB Bancorp, Inc.
- FCCO: First Community Corporation
- EBMT: Eagle Bancorp Montana, Inc.
- RVSB: Riverview Bancorp, Inc.
- HWBK: Hawthorn Bancshares, Inc.
- SAL: Salisbury Bancorp, Inc.
- FNWB: First Northwest Bancorp
- RMBI: Richmond Mutual Bancorporation, Inc.
- FNCB: FNCB Bancorp, Inc.
- BSBK: Bogota Financial Corp.
- OVLY: Oak Valley Bancorp
- PEBK: Peoples Bancorp of North Carolina, Inc.
- FSFG: First Savings Financial Group, Inc.
- WMPN: William Penn Bancorporation
- PWOD: Penns Woods Bancorp, Inc.
- OPBK: OP Bancorp
- FRBK: Republic First Bancorp, Inc.
- CFFI: C&F Financial Corporation
- TBNK: Territorial Bancorp Inc.
- PLBC: Plumas Bancorp
- LCNB: LCNB Corp.
- WNEB: Western New England Bancorp, Inc.
- EVBN: Evans Bancorp, Inc.
- ATLO: Ames National Corporation
- MNSB: MainStreet Bancshares, Inc.
- CHMG: Chemung Financial Corporation
- ESSA: ESSA Bancorp, Inc.
- PVBC: Provident Bancorp, Inc.
- CVLY: Codorus Valley Bancorp, Inc.
- ISTR: Investar Holding Corporation
- TCFC: The Community Financial Corporation
- NECB: Northeast Community Bancorp, Inc.
- CVCY: Central Valley Community Bancorp
- NKSH: National Bankshares, Inc.
- PDLB: Ponce Financial Group, Inc.
- BWFG: Bankwell Financial Group, Inc.
- NWFL: Norwood Financial Corp.
- BSVN: Bank7 Corp.
- FSBW: FS Bancorp, Inc.
- INBK: First Internet Bancorp
- CBAN: Colony Bankcorp, Inc.
- TCBX: Third Coast Bancshares, Inc.
- BCML: BayCom Corp
- MYFW: First Western Financial, Inc.
- FGBI: First Guaranty Bancshares, Inc.
- PKBK: Parke Bancorp, Inc.
- VBNK: VersaBank
- PBFS: Pioneer Bancorp, Inc.
- TSBK: Timberland Bancorp, Inc.
- PCB: PCB Bancorp
- ORRF: Orrstown Financial Services, Inc.
- FVCB: FVCBankcorp, Inc.
- NRIM: Northrim BanCorp, Inc.
- FRBA: First Bank
- SUPV: Grupo Supervielle S.A.
- UNTY: Unity Bancorp, Inc.
- MVBF: MVB Financial Corp.
- PCSB: PCSB Financial Corporation
- FRST: Primis Financial Corp.
- SBT: Sterling Bancorp, Inc. (Southfield, MI)
- ACNB: ACNB Corporation
- FBIZ: First Business Financial Services, Inc.
- BSRR: Sierra Bancorp
- BCBP: BCB Bancorp, Inc.
- NBN: Northeast Bank
- FNLC: The First Bancorp, Inc.
- CBNK: Capital Bancorp, Inc.
- HBCP: Home Bancorp, Inc.
- ESQ: Esquire Financial Holdings, Inc.
- BLFY: Blue Foundry Bancorp
- CIVB: Civista Bancshares, Inc.
- SFST: Southern First Bancshares, Inc.
- SMMF: Summit Financial Group, Inc.
- MCBC: Macatawa Bank Corporation
- FISI: Financial Institutions, Inc.
- WTBA: West Bancorporation, Inc.
- CZNC: Citizens & Northern Corporation
- WSBF: Waterstone Financial, Inc.
- CSTR: CapStar Financial Holdings, Inc.
- PFHD: Professional Holding Corp.
- HTBI: HomeTrust Bancshares, Inc.
- FMAO: Farmers & Merchants Bancorp, Inc.
- AMNB: American National Bankshares Inc.
- SHBI: Shore Bancshares, Inc.
- PFIS: Peoples Financial Services Corp.
- EBTC: Enterprise Bancorp, Inc.
- FLIC: The First of Long Island Corporation
- GNTY: Guaranty Bancshares, Inc.
- RRBI: Red River Bancshares, Inc.
- RBB: RBB Bancorp
- ALRS: Alerus Financial Corporation
- CARE: Carter Bankshares, Inc.
- BHB: Bar Harbor Bankshares
- SMBC: Southern Missouri Bancorp, Inc.
- FMNB: Farmers National Banc Corp.
- IBCP: Independent Bank Corporation
- SMBK: SmartFinancial, Inc.
- HMST: HomeStreet, Inc.
- SPFI: South Plains Financial, Inc.
- MPB: Mid Penn Bancorp, Inc.
- MOFG: MidWestOne Financial Group, Inc.
- HIFS: Hingham Institution for Savings
- CCNE: CNB Financial Corporation
- BMRC: Bank of Marin Bancorp
- CPF: Central Pacific Financial Corp.
- MBWM: Mercantile Bank Corporation
- BWBBP: Bridgewater Bancshares, Inc.
- AROW: Arrow Financial Corporation
- MCBS: MetroCity Bankshares, Inc.
- HBT: HBT Financial, Inc.
- THFF: First Financial Corporation
- GCBC: Greene County Bancorp, Inc.
- EQBK: Equity Bancshares, Inc.
- BLX: Banco Latinoamericano de Comercio Exterior, S. A.
- FCBC: First Community Bankshares, Inc.
- CCBG: Capital City Bank Group, Inc.
- FFIC: Flushing Financial Corporation
- LBC: Luther Burbank Corporation
- CCB: Coastal Financial Corporation
- MSBIP: Midland States Bancorp, Inc.
- BFST: Business First Bancshares, Inc.
- KRNY: Kearny Financial Corp.
- CAC: Camden National Corporation
- CFB: CrossFirst Bankshares, Inc.
- AMAL: Amalgamated Financial Corp.
- HBNC: Horizon Bancorp, Inc.
- CATC: Cambridge Bancorp
- HONE: HarborOne Bancorp, Inc.
- TRST: TrustCo Bank Corp NY
- PGC: Peapack-Gladstone Financial Corporation
- FMBH: First Mid Bancshares, Inc.
- OSBC: Old Second Bancorp, Inc.
- MCB: Metropolitan Bank Holding Corp.
- GSBC: Great Southern Bancorp, Inc.
- NFBK: Northfield Bancorp, Inc. (Staten Island, NY)
- FBMS: The First Bancshares, Inc.
- BFC: Bank First Corporation
- FFWM: First Foundation Inc.
- HAFC: Hanmi Financial Corporation
- UVSP: Univest Financial Corporation
- WASH: Washington Trust Bancorp, Inc.
- PEBO: Peoples Bancorp Inc.
- CTBI: Community Trust Bancorp, Inc.
- HTBK: Heritage Commerce Corp
- BY: Byline Bancorp, Inc.
- QCRH: QCR Holdings, Inc.
- RBCAA: Republic Bancorp, Inc.
- CNOB: ConnectOne Bancorp, Inc.
- AMTB: Amerant Bancorp Inc.
- BANC: Banc of California, Inc.
- BRKL: Brookline Bancorp, Inc.
- PFC: Premier Financial Corp.
- MBINN: Merchants Bancorp
- CUBI: Customers Bancorp, Inc.
- PFBC: Preferred Bank
- INTR: Inter & Co, Inc.
- SBSI: Southside Bancshares, Inc.
- CFFN: Capitol Federal Financial, Inc.
- GABC: German American Bancorp, Inc.
- BBAR: Banco BBVA Argentina S.A.
- TMP: Tompkins Financial Corporation
- NIC: Nicolet Bankshares, Inc.
- HFWA: Heritage Financial Corporation
- LBAI: Lakeland Bancorp, Inc.
- CASH: Pathward Financial, Inc.
- OBNK: Origin Bancorp, Inc.
- SI: Silvergate Capital Corporation
- BHLB: Berkshire Hills Bancorp, Inc.
- OFG: OFG Bancorp
- FCF: First Commonwealth Financial Corporation
- DCOM: Dime Community Bancshares, Inc.
- OCFC: OceanFirst Financial Corp.
- TBK: Triumph Bancorp, Inc.
- SRCE: 1st Source Corporation
- LOB: Live Oak Bancshares, Inc.
- STBA: S&T Bancorp, Inc.
- EGBN: Eagle Bancorp, Inc.
- CHCO: City Holding Company
- BUSE: First Busey Corporation
- SASR: Sandy Spring Bancorp, Inc.
- TBBK: The Bancorp, Inc.
- HOPE: Hope Bancorp, Inc.
- FBNC: First Bancorp
- PFS: Provident Financial Services, Inc.
- WABC: Westamerica Bancorporation
- VBTX: Veritex Holdings, Inc.
- BMA: Banco Macro S.A.
- GGAL: Grupo Financiero Galicia S.A.
- STEL: Stellar Bancorp, Inc.
- NBHC: National Bank Holdings Corporation
- NWBI: Northwest Bancshares, Inc.
- HTH: Hilltop Holdings Inc.
- TCBK: TriCo Bancshares
- FBC: Flagstar Bancorp, Inc.
- EFSC: Enterprise Financial Services Corp
- FBK: FB Financial Corporation
- SBCF: Seacoast Banking Corporation of Florida
- ITCB: Itau Corpbanca
- NBTB: NBT Bancorp Inc.
- LKFN: Lakeland Financial Corporation
- HTLF: Heartland Financial USA, Inc.
- SYBT: Stock Yards Bancorp, Inc.
- TRMK: Trustmark Corporation
- RNST: Renasant Corporation
- CLBK: Columbia Financial, Inc.
- TOWN: TowneBank
- AX: Axos Financial, Inc.
- PRK: Park National Corporation
- WSBC: WesBanco, Inc.
- FFBC: First Financial Bancorp.
- BANR: Banner Corporation
- WAFD: Washington Federal, Inc.
- IBTX: Independent Bank Group, Inc.
- AUB: Atlantic Union Bankshares Corporation
- FRME: First Merchants Corporation
- COLB: Columbia Banking System, Inc.
- BKU: BankUnited, Inc.
- IFS: Intercorp Financial Services Inc.
- AVAL: Grupo Aval Acciones y Valores S.A.
- FBP: First BanCorp.
- WSFS: WSFS Financial Corporation
- TCBI: Texas Capital Bancshares, Inc.
- PACW: PacWest Bancorp
- SFNC: Simmons First National Corporation
- BOH: Bank of Hawaii Corporation
- FULT: Fulton Financial Corporation
- BANF: BancFirst Corporation
- IBOC: International Bancshares Corporation
- FHB: First Hawaiian, Inc.
- CBU: Community Bank System, Inc.
- CATY: Cathay General Bancorp
- EBC: Eastern Bankshares, Inc.
- PPBI: Pacific Premier Bancorp, Inc.
- ABCB: Ameris Bancorp
- ASB: Associated Banc-Corp
- TFSL: TFS Financial Corporation
- INDB: Independent Bank Corp.
- UMBF: UMB Financial Corporation
- UCBI: United Community Banks, Inc.
- CVBF: CVB Financial Corp.
- SFBS: ServisFirst Bancshares, Inc.
- NYCB: New York Community Bancorp, Inc.
- UMPQ: Umpqua Holdings Corporation
- HWC: Hancock Whitney Corporation
- FIBK: First Interstate BancSystem, Inc.
- FNB: F.N.B. Corporation
- BPOP: Popular, Inc.
- CADE: Cadence Bank
- HOMB: Home Bancshares, Inc. (Conway, AR)
- FFIN: First Financial Bankshares, Inc.
- UBSI: United Bankshares, Inc.
- WTFC: Wintrust Financial Corporation
- ONB: Old National Bancorp
- OZKAP: Bank OZK
- WF: Woori Financial Group Inc.
- VLY: Valley National Bancorp
- PNFP: Pinnacle Financial Partners, Inc.
- GBCI: Glacier Bancorp, Inc.
- PB: Prosperity Bancshares, Inc.
- CIB: Bancolombia S.A.
- SSB: SouthState Corporation
- SNV: Synovus Financial Corp.
- BSAC: Banco Santander-Chile
- BOKF: BOK Financial Corporation
- WAL: Western Alliance Bancorporation
- BSMX: Banco Santander Mexico SA ADR
- ZION: Zions Bancorporation, National Association
- CBSH: Commerce Bancshares, Inc.
- CMA: Comerica Incorporated
- WBS: Webster Financial Corporation
- SBNYP: Signature Bank
- BCH: Banco de Chile
- CFR: Cullen/Frost Bankers, Inc.
- BAP: Credicorp Ltd.
- SIVB: SVB Financial Group
- FHN: First Horizon Corporation
- FCNCA: First Citizens BancShares, Inc.
- SHG: Shinhan Financial Group Co., Ltd.
- KB: KB Financial Group Inc.
- KEY: KeyCorp
- CFG: Citizens Financial Group, Inc.
- DB: Deutsche Bank Aktiengesellschaft
- FRC: First Republic Bank
- RF: Regions Financial Corporation
- BSBR: Banco Santander (Brasil) S.A.
- HBANP: Huntington Bancshares Incorporated
- FITB: Fifth Third Bancorp
- MFG: Mizuho Financial Group, Inc.
- MTB: M&T Bank Corporation
- LYG: Lloyds Banking Group plc
- BBD: Banco Bradesco S.A.
- ITUB: Itau Unibanco Holding S.A.
- TFC: Truist Financial Corporation
- PNC: The PNC Financial Services Group, Inc.
- USB: U.S. Bancorp
- IBN: ICICI Bank Limited
- HDB: HDFC Bank Limited


- Capital Markets (58)

- NCPL: Netcapital Inc.
- ATIF: ATIF Holdings Limited
- BTCS: BTCS Inc.
- COHN: Cohen & Company Inc.
- EQOS: Eqonex Limited
- SAI: SAI.TECH Global Corporation
- MIGI: Mawson Infrastructure Group, Inc.
- GREE: Greenidge Generation Holdings Inc.
- ARBK: Argo Blockchain plc
- SDIG: Stronghold Digital Mining, Inc.
- MEGL: Magic Empire Global Limited
- SIEB: Siebert Financial Corp.
- LGHL: Lion Group Holding Ltd.
- HGBL: Heritage Global Inc.
- WHG: Westwood Holdings Group, Inc.
- BTBT: Bit Digital, Inc.
- WULF: TeraWulf Inc.
- SRL: Scully Royalty Ltd.
- IREN: Iris Energy Limited
- TOP: TOP Financial Group Limited
- GHL: Greenhill & Co., Inc.
- CIFR: Cipher Mining Inc.
- APLD: Applied Blockchain, Inc.
- BITF: Bitfarms Ltd.
- HIVE: HIVE Blockchain Technologies Ltd.
- OPY: Oppenheimer Holdings Inc.
- AMTD: AMTD IDEA Group
- HUT: Hut 8 Mining Corp.
- TIGR: UP Fintech Holding Limited
- AMRK: A-Mark Precious Metals, Inc.
- PWP: Perella Weinberg Partners
- AC: Associated Capital Group, Inc.
- DFIN: Donnelley Financial Solutions, Inc.
- COWN: Cowen Inc.
- MARA: Marathon Digital Holdings, Inc.
- BGCP: BGC Partners, Inc.
- PJT: PJT Partners Inc.
- SNEX: StoneX Group Inc.
- PIPR: Piper Sandler Companies
- FOCS: Focus Financial Partners Inc.
- MC: Moelis & Company
- FRHC: Freedom Holding Corp.
- VIRT: Virtu Financial, Inc.
- LAZ: Lazard Ltd
- EVR: Evercore Inc.
- FUTU: Futu Holdings Limited
- HLI: Houlihan Lokey, Inc.
- SF: Stifel Financial Corp.
- MKTX: MarketAxess Holdings Inc.
- XP: XP Inc.
- NMR: Nomura Holdings, Inc.
- TW: Tradeweb Markets Inc.
- LPLA: LPL Financial Holdings Inc.
- RJF: Raymond James Financial, Inc.
- IBKR: Interactive Brokers Group, Inc.
- GS: The Goldman Sachs Group, Inc.
- MS: Morgan Stanley
- SCHW: The Charles Schwab Corporation


- Credit Services (63)

- PT: Pintec Technology Holdings Limited
- DXF: Dunxin Financial Holdings Limited
- AIHS: Senmiao Technology Limited
- SNTG: Sentage Holdings Inc.
- MCVT: Mill City Ventures III, Ltd.
- AHG: Akso Health Group
- LMFA: LM Funding America, Inc.
- LYL: Dragon Victory International Limited
- NISN: Nisun International Enterprise Development Group Co., Ltd
- ELVT: Elevate Credit, Inc.
- JT: Jianpu Technology Inc.
- NICK: Nicholas Financial, Inc.
- YRD: Yiren Digital Ltd.
- FOA: Finance Of America Companies Inc.
- XYF: X Financial
- CURO: CURO Group Holdings Corp.
- SNFCA: Security National Financial Corporation
- CPSS: Consumer Portfolio Services, Inc.
- SUNL: Sunlight Financial Holdings Inc.
- MFIN: Medallion Financial Corp.
- OPRT: Oportun Financial Corporation
- QD: Qudian Inc.
- LX: LexinFintech Holdings Ltd.
- RM: Regional Management Corp.
- PMTS: CPI Card Group Inc.
- ATLC: Atlanticus Holdings Corporation
- WRLD: World Acceptance Corporation
- EZPW: EZCORP, Inc.
- RWAY: Runway Growth Finance Corp.
- LPRO: Open Lending Corporation
- GDOT: Green Dot Corporation
- BBDC: Barings BDC, Inc.
- MGI: MoneyGram International, Inc.
- LC: LendingClub Corporation
- NRDS: NerdWallet, Inc.
- OCSL: Oaktree Specialty Lending Corporation
- AGM: Federal Agricultural Mortgage Corporation
- ENVA: Enova International, Inc.
- FINV: FinVolution Group
- PRAA: PRA Group, Inc.
- GSBD: Goldman Sachs BDC, Inc.
- UPST: Upstart Holdings, Inc.
- QFIN: 360 DigiTech, Inc.
- BFH: Bread Financial Holdings, Inc.
- NAVI: Navient Corporation
- NNI: Nelnet, Inc.
- LU: Lufax Holding Ltd
- SLM: SLM Corporation
- SOFI: SoFi Technologies, Inc.
- FCFS: FirstCash Holdings, Inc
- OMF: OneMain Holdings, Inc.
- WU: The Western Union Company
- ORCC: Owl Rock Capital Corporation
- CACC: Credit Acceptance Corporation
- ALLY: Ally Financial Inc.
- SYF: Synchrony Financial
- IX: ORIX Corporation
- DFS: Discover Financial Services
- COF: Capital One Financial Corporation
- PYPL: PayPal Holdings, Inc.
- AXP: American Express Company
- MA: Mastercard Incorporated
- V: Visa Inc.


- Financial Conglomerates (3)

- RILY: B. Riley Financial, Inc.
- VOYA: Voya Financial, Inc.
- JEF: Jefferies Financial Group Inc.


- Financial Data & Stock Exchanges (11)

- VALU: Value Line, Inc.
- DNB: Dun & Bradstreet Holdings, Inc.
- MORN: Morningstar, Inc.
- CBOE: Cboe Global Markets, Inc.
- FDS: FactSet Research Systems Inc.
- NDAQ: Nasdaq, Inc.
- MSCI: MSCI Inc.
- MCO: Moody's Corporation
- ICE: Intercontinental Exchange, Inc.
- CME: CME Group Inc.
- SPGI: S&P Global Inc.


- Insurance - Diversified (14)

- FGF: FG Financial Group, Inc.
- IGIC: International General Insurance Holdings Ltd.
- WDH: Waterdrop Inc.
- GSHD: Goosehead Insurance, Inc
- ESGR: Enstar Group Limited
- ORI: Old Republic International Corporation
- AEG: Aegon N.V.
- EQH: Equitable Holdings, Inc.
- ACGL: Arch Capital Group Ltd.
- PFG: Principal Financial Group, Inc.
- HIG: The Hartford Financial Services Group, Inc.
- SLF: Sun Life Financial Inc.
- AIG: American International Group, Inc.
- BRK-A: Berkshire Hathaway Inc.


- Insurance - Life (19)

- MDWT: Midwest Holding Inc.
- AAME: Atlantic American Corporation
- VERY: Vericity, Inc.
- CIA: Citizens, Inc.
- NWLI: National Western Life Group, Inc.
- GNW: Genworth Financial, Inc.
- CNO: CNO Financial Group, Inc.
- JXN: Jackson Financial Inc.
- AEL: American Equity Investment Life Holding Company
- BHFAN: Brighthouse Financial, Inc.
- PRI: Primerica, Inc.
- LNC: Lincoln National Corporation
- UNM: Unum Group
- GL: Globe Life Inc.
- PUK: Prudential plc
- MFC: Manulife Financial Corporation
- PRU: Prudential Financial, Inc.
- AFL: Aflac Incorporated
- MET: MetLife, Inc.


- Insurance - Property & Casualty (41)

- FNHC: FedNat Holding Company
- UNAM: Unico American Corporation
- UIHC: United Insurance Holdings Corp.
- CNFR: Conifer Holdings, Inc.
- HALL: Hallmark Financial Services, Inc.
- KINS: Kingstone Companies, Inc.
- HRTG: Heritage Insurance Holdings, Inc.
- ROOT: Root, Inc.
- NODK: NI Holdings, Inc.
- HCI: HCI Group, Inc.
- UVE: Universal Insurance Holdings, Inc.
- GBLI: Global Indemnity Group, LLC
- DGICA: Donegal Group Inc.
- UFCS: United Fire Group, Inc.
- ARGO: Argo Group International Holdings, Ltd.
- STC: Stewart Information Services Corporation
- PRA: ProAssurance Corporation
- SAFT: Safety Insurance Group, Inc.
- LMND: Lemonade, Inc.
- HMN: Horace Mann Educators Corporation
- PLMR: Palomar Holdings, Inc.
- NMIH: NMI Holdings, Inc.
- MCY: Mercury General Corporation
- HGTY: Hagerty, Inc.
- KMPR: Kemper Corporation
- WTM: White Mountains Insurance Group, Ltd.
- AXS: AXIS Capital Holdings Limited
- THG: The Hanover Insurance Group, Inc.
- SIGI: Selective Insurance Group, Inc.
- RLI: RLI Corp.
- KNSL: Kinsale Capital Group, Inc.
- CNA: CNA Financial Corporation
- AFG: American Financial Group, Inc.
- L: Loews Corporation
- MKL: Markel Corporation
- CINF: Cincinnati Financial Corporation
- WRB: W. R. Berkley Corporation
- ALL: The Allstate Corporation
- TRV: The Travelers Companies, Inc.
- PGR: The Progressive Corporation
- CB: Chubb Limited


- Insurance - Reinsurance (8)

- OXBR: Oxbridge Re Holdings Limited
- MHLD: Maiden Holdings, Ltd.
- GLRE: Greenlight Capital Re, Ltd.
- BAMR: Brookfield Asset Management Reinsurance Partners Ltd.
- SPNT: SiriusPoint Ltd.
- RNR: RenaissanceRe Holdings Ltd.
- RGA: Reinsurance Group of America, Incorporated
- RE: Everest Re Group, Ltd.


- Insurance - Specialty (18)

- TIG: Trean Insurance Group, Inc.
- ITIC: Investors Title Company
- HIPO: Hippo Holdings Inc.
- TIPT: Tiptree Inc.
- AMBC: Ambac Financial Group, Inc.
- MBI: MBIA Inc.
- JRVR: James River Group Holdings, Ltd.
- AMSF: AMERISAFE, Inc.
- EIG: Employers Holdings, Inc.
- TRUP: Trupanion, Inc.
- RDN: Radian Group Inc.
- AGO: Assured Guaranty Ltd.
- MTG: MGIC Investment Corporation
- ACT: Enact Holdings, Inc.
- FAF: First American Financial Corporation
- AIZ: Assurant, Inc.
- FNF: Fidelity National Financial, Inc.
- RYAN: Ryan Specialty Holdings, Inc.


- Insurance Brokers (16)

- TIRX: Tian Ruixiang Holdings Ltd
- RELI: Reliance Global Group, Inc.
- HUIZ: Huize Holding Limited
- EHTH: eHealth, Inc.
- SLQT: SelectQuote, Inc.
- GOCO: GoHealth, Inc.
- FANH: Fanhua Inc.
- CRD-B: Crawford & Company
- CRVL: CorVel Corporation
- BRP: BRP Group, Inc.
- ERIE: Erie Indemnity Company
- BRO: Brown & Brown, Inc.
- WTW: Willis Towers Watson Public Limited Company
- AJG: Arthur J. Gallagher & Co.
- AON: Aon plc
- MMC: Marsh & McLennan Companies, Inc.


- Mortgage Finance (21)

- IMH: Impac Mortgage Holdings, Inc.
- IOR: Income Opportunity Realty Investors, Inc.
- CNF: CNFinance Holdings Limited
- MRCC: Monroe Capital Corporation
- HMPT: Home Point Capital Inc.
- ASPS: Altisource Portfolio Solutions S.A.
- VEL: Velocity Financial, Inc.
- OCN: Ocwen Financial Corporation
- TREE: LendingTree, Inc.
- ATAX: America First Multifamily Investors, L.P.
- LDI: loanDepot, Inc.
- GHLD: Guild Holdings Company
- EFC: Ellington Financial Inc.
- ECPG: Encore Capital Group, Inc.
- HTGC: Hercules Capital, Inc.
- PFSI: PennyMac Financial Services, Inc.
- WD: Walker & Dunlop, Inc.
- COOP: Mr. Cooper Group Inc.
- ESNT: Essent Group Ltd.
- UWMC: UWM Holdings Corporation
- RKT: Rocket Companies, Inc.


- Shell Companies (311)

- FOXW: FoxWayne Enterprises Acquisition Corp.
- CLAY: Chavant Capital Acquisition Corp.
- AMAO: American Acquisition Opportunity Inc.
- BRLI: Brilliant Acquisition Corporation
- AQUNU: Aquaron Acquisition Corp.
- QOMOU: Qomolangma Acquisition Corp. Unit
- DUNE: Dune Acquisition Corporation
- ADOC: Edoc Acquisition Corp.
- RAM: Aries I Acquisition Corporation
- HUDAU: Hudson Acquisition I Corp.
- TENKU: TenX Keane Acquisition
- ESSC: East Stone Acquisition Corporation
- MCAF: Mountain Crest Acquisition Corp. IV
- PPHP: PHP Ventures Acquisition Corp.
- BREZR: Breeze Holdings Acquisition Corp.
- THCA: Tuscan Holdings Corp. II
- HHGC: HHG Capital Corporation
- GBRG: Goldenbridge Acquisition Limited
- KINZ: KINS Technology Group Inc.
- MPAC: Model Performance Acquisition Corp.
- MLAC: Malacca Straits Acquisition Company Limited
- IMAQ: International Media Acquisition Corp.
- GLSTU: Global Star Acquisition, Inc.
- CFFE: CF Acquisition Corp. VIII
- ACEV: ACE Convergence Acquisition Corp.
- VHAQ: Viveon Health Acquisition Corp.
- MOBVU: Mobiv Acquisition Corp
- LJAQ: LightJump Acquisition Corporation
- BWAC: Better World Acquisition Corp.
- PCX: Parsec Capital Acquisitions Corp
- HSAQ: Health Sciences Acquisitions Corporation 2
- GENQ: Genesis Unicorn Capital Corp.
- MSAC: Medicus Sciences Acquisition Corp.
- PTWOU: Pono Capital Two, Inc.
- ALTU: Altitude Acquisition Corp.
- BENE: Benessere Capital Acquisition Corp.
- EFHTU: EF Hutton Acquisition Corporati
- IGTA: Inception Growth Acquisition Limited
- OTEC: OceanTech Acquisitions I Corp.
- AOGO: Arogo Capital Acquisition Corp.
- JYAC: Jiya Acquisition Corp.
- FATP: Fat Projects Acquisition Corp
- INTE: Integral Acquisition Corporation 1
- TGVC: TG Venture Acquisition Corp.
- RFAC: RF Acquisition Corp.
- WAVS: Western Acquisition Ventures Corp.
- MTRY: Monterey Bio Acquisition Corporation
- MACA: Moringa Acquisition Corp
- LIBY: Liberty Resources Acquisition Corp.
- BMAQ: Blockchain Moon Acquisition Corp.
- ENCP: Energem Corp.
- PONO: Pono Capital Corp.
- EVOJ: Evo Acquisition Corp.
- DHAC: Digital Health Acquisition Corp.
- MEOA: Minority Equality Opportunities Acquisition Inc.
- EBACU: European Biotech Acquisition Corp.
- IBER: Ibere Pharmaceuticals
- APN: Apeiron Capital Investment Corp.
- OMEG: Omega Alpha SPAC
- FLAC: Frazier Lifesciences Acquisition Corporation
- GLTA: Galata Acquisition Corp.
- SGII: Seaport Global Acquisition II Corp.
- RACY: Relativity Acquisition Corp.
- ARYD: ARYA Sciences Acquisition Corp IV
- ABGI: ABG Acquisition Corp. I
- RACB: Research Alliance Corp. II
- BLNG: Belong Acquisition Corp.
- OLIT: OmniLit Acquisition Corp.
- SAMA: Schultze Special Purpose Acquisition Corp. II
- AACI: Armada Acquisition Corp. I
- MCAC: Monterey Capital Acquisition Corporation
- BSAQ: Black Spade Acquisition Co
- KSI: Kadem Sustainable Impact Corporation
- ITAQ: Industrial Tech Acquisitions II, Inc.
- ISAA: Iron Spark I Inc.
- GBBK: Global Blockchain Acquisition Corp.
- CENQ: CENAQ Energy Corp.
- AFAC: Arena Fortify Acquisition Corp.
- APCA: AP Acquisition Corp.
- APXI: APx Acquisition Corp. I
- PGRWU: Progress Acquisition Corp.
- ARCKU: Arbor Rapha Capital Bioholdings Corp. I
- OXUS: Oxus Acquisition Corp.
- RNER: Mount Rainier Acquisition Corp.
- PANA: Panacea Acquisition Corp. II
- SVIIU: Spring Valley Acquisition Corp.
- IRRX: Integrated Rail and Resources Acquisition Corp.
- CSLM: Consilium Acquisition Corp I, Ltd.
- LOCC: Live Oak Crestview Climate Acquisition Corp.
- FICV: Frontier Investment Corp
- HPLT: Home Plate Acquisition Corp.
- OPA: Magnum Opus Acquisition Limited
- QFTA: Quantum FinTech Acquisition Corporation
- FHLT: Future Health ESG Corp.
- ARTE: Artemis Strategic Investment Corporation
- DALS: DA32 Life Science Tech Acquisition Corp.
- GEEX: Games & Esports Experience Acquisition Corp.
- APAC: StoneBridge Acquisition Corporation
- MLAI: McLaren Technology Acquisition Corp.
- BITE: Bite Acquis