Instructions to use tevykuch/finbert_cds with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tevykuch/finbert_cds with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="tevykuch/finbert_cds")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("tevykuch/finbert_cds") model = AutoModelForSequenceClassification.from_pretrained("tevykuch/finbert_cds", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download metadata.json from tevykuch/finbert_cds: direct link, hf CLI and curl.
- Browser
- Download file 60.3 kB
-
https://huggingface.co/tevykuch/finbert_cds/resolve/main/metadata.json
- Command line
-
hf download hf://tevykuch/finbert_cds/metadata.json
-
curl -L -o metadata.json https://huggingface.co/tevykuch/finbert_cds/resolve/main/metadata.json
60.3 kB
| { | |
| "timestamp": "20250724_094109", | |
| "model_name": "yiyanghkust/finbert-tone", | |
| "max_length": 128, | |
| "hierarchy": { | |
| "level_0": [ | |
| "Ceconomy <", | |
| "Whirlpool Corporation <", | |
| "iTraxx Europe Sub Financials (tranche) <", | |
| "Mercado Libre <", | |
| "Univision Communications <", | |
| "NuVasive <", | |
| "GFL Environmental <", | |
| "Kinder Morgan <", | |
| "Leonardo <", | |
| "Fiserv <", | |
| "EG Group <", | |
| "Dave & Buster's <", | |
| "Rexford Industrial Realty <", | |
| "Norwegian Cruise Line <", | |
| "Glencore International <", | |
| "Veeco <", | |
| "Collegium Pharmaceutical <", | |
| "CCO Holdings <", | |
| "IAC FinanceCo <", | |
| "Pinnacle West Capital <", | |
| "Domtar Corporation <", | |
| "Koninklijke DSM <", | |
| "TechTarget <", | |
| "City Brewing Company <", | |
| "Oldcastle BuildingEnvelope <", | |
| "Wirecard <", | |
| "Conagra Brands <", | |
| "PTC Therapeutics <", | |
| "Western Union <", | |
| "Munich Reinsurance <", | |
| "Synlab <", | |
| "Broadcom <", | |
| "Topgolf Callaway Brands <", | |
| "Jazz Pharmaceuticals <", | |
| "Wells Fargo <", | |
| "ThyssenKrupp <", | |
| "EQT Corporation <", | |
| "Sovos Brands <", | |
| "Alibaba Group Holding <", | |
| "Santander <", | |
| "Compass Power Generation <", | |
| "LendingTree <", | |
| "Welbilt <", | |
| "Oracle Corporation <", | |
| "Fortuna Mining <", | |
| "HD Supply <", | |
| "Pactiv <", | |
| "Sunshine Software Merger Sub, Inc <", | |
| "Mondelez International <", | |
| "PagerDuty <", | |
| "TricorBraun Holdings <", | |
| "JetBlue Airways <", | |
| "Arches Buyer <", | |
| "Dell <", | |
| "CDK Global <", | |
| "Williams Companies <", | |
| "XPO Logistics <", | |
| "SolarEdge Technologies <", | |
| "Ryder System <", | |
| "CMA CGM <", | |
| "Heidelberg Materials <", | |
| "Unilabs <", | |
| "Anadarko Petroleum Corporation <", | |
| "Xperi Corporation <", | |
| "Walker & Dunlop <", | |
| "INEOS Group Holdings <", | |
| "PennyMac Financial Services <", | |
| "Q2 Holdings <", | |
| "Sempra Energy <", | |
| "Allianz <", | |
| "Saipem <", | |
| "Post Holdings <", | |
| "Datadog <", | |
| "Federal Realty Investment Trust <", | |
| "Nidda Healthcare <", | |
| "Element Materials Technology <", | |
| "Aramark <", | |
| "Cerence <", | |
| "Georgia <", | |
| "PT Pertamina <", | |
| "Health Catalyst <", | |
| "Groupe Casino <", | |
| "Greece <", | |
| "Henkel <", | |
| "Abbott Laboratories <", | |
| "SSR Mining <", | |
| "Redfin <", | |
| "Workiva <", | |
| "Enterprise Products <", | |
| "Newmont Mining <", | |
| "Bahrain <", | |
| "Advanced Micro Devices <", | |
| "China Minsheng Bank <", | |
| "Rite Aid <", | |
| "indie Semiconductor <", | |
| "Qatar <", | |
| "BT <", | |
| "Lebanon <", | |
| "The Goodyear Tire & Rubber Company <", | |
| "Omnicom <", | |
| "Trinidad & Tobago <", | |
| "Commonwealth Bank of Australia <", | |
| "United Group <", | |
| "ONEOK <", | |
| "Allen Media <", | |
| "Bath & Body Works <", | |
| "Dubai <", | |
| "Assicurazioni Generali <", | |
| "Galp Energia <", | |
| "Kns Midco Corp <", | |
| "Allied Universal <", | |
| "Orsted <", | |
| "STMicroelectronics <", | |
| "SRS Distribution <", | |
| "Box <", | |
| "PetIQ <", | |
| "China Development Bank <", | |
| "Zelis Payments Buyer <", | |
| "Standard Industries <", | |
| "Citi <", | |
| "Suzano Papel e Celulose <", | |
| "Cigna Holding <", | |
| "Whiting Petroleum <", | |
| "Hochtief <", | |
| "Lowe's <", | |
| "Matterhorn Telecom <", | |
| "Simon Property Group <", | |
| "NeoGenomics Laboratories <", | |
| "Parsons Corporation <", | |
| "Banco Comercial Portugues <", | |
| "Acrisure <", | |
| "Smurfit Kappa <", | |
| "Prestige Consumer Healthcare <", | |
| "Electrolux <", | |
| "MGIC Investment <", | |
| "MGM Resorts International <", | |
| "RELX Group <", | |
| "PDD Holdings <", | |
| "Boparan Finance <", | |
| "Iceland Foods <", | |
| "Targa Resources Partners <", | |
| "Nissan Motor Company <", | |
| "BP <", | |
| "Albertsons <", | |
| "Corgi Bidco <", | |
| "Deere & Company <", | |
| "Sasol <", | |
| "Gainwell Technologies <", | |
| "Nippon Steel <", | |
| "Adler Real Estate <", | |
| "Nippon Paper Industries <", | |
| "Deutsche Telekom <", | |
| "Osmosis Buyer Limited <", | |
| "Fibra UNO <", | |
| "Volvo <", | |
| "Pioneer Power Solutions <", | |
| "WestRock <", | |
| "Toll Bros <", | |
| "Marsh McLennan <", | |
| "PacifiCorp <", | |
| "Ping An Insurance <", | |
| "Midwest Physician Administrative Services <", | |
| "WPP <", | |
| "World Kinect Corporation <", | |
| "Freeport-McMoRan <", | |
| "Gas Natural <", | |
| "SES <", | |
| "YUM! Brands <", | |
| "Repligen <", | |
| "CDX NA HY (tranche) <", | |
| "Alexandria Real Estate Equities <", | |
| "Bloom Energy <", | |
| "Hertz <", | |
| "CMBX <", | |
| "Tenet Healthcare <", | |
| "Hilton <", | |
| "United States of America <", | |
| "Victra <", | |
| "Novafives <", | |
| "Staples <", | |
| "ING <", | |
| "Five9 <", | |
| "BMW <", | |
| "Venture Global <", | |
| "Centrica <", | |
| "General Mills <", | |
| "HelpSystems <", | |
| "IBM <", | |
| "Evergy <", | |
| "Universal Health Services <", | |
| "Cemex <", | |
| "Kaixo Bondco Telecom <", | |
| "Ivanti <", | |
| "ITV <", | |
| "DexCom <", | |
| "Beauty Health <", | |
| "Lowell <", | |
| "Marathon Petroleum <", | |
| "Avis <", | |
| "Enphase Energy <", | |
| "Accor <", | |
| "Mercedes-Benz Group <", | |
| "Qatar National Bank <", | |
| "Seattle SpinCo <", | |
| "Ormat Technologies <", | |
| "Axalta <", | |
| "Caterpillar <", | |
| "Lennar <", | |
| "Telefonica <", | |
| "Diamond Resorts <", | |
| "Etsy <", | |
| "Berkshire Hathaway <", | |
| "BNP Paribas <", | |
| "Baidu <", | |
| "McGraw Hill <", | |
| "Mattel <", | |
| "Best Buy <", | |
| "Ardagh Packaging Finance <", | |
| "Jadex Inc. <", | |
| "Clariant <", | |
| "Avient <", | |
| "Middleby <", | |
| "iTraxx Europe Sub Financials <", | |
| "Energy Transfer <", | |
| "Motorola Solutions <", | |
| "Tharaldson Hotel Portfolio Trust <", | |
| "DexKo <", | |
| "Turkey <", | |
| "B2Gold <", | |
| "Bank of Nova Scotia <", | |
| "Engie <", | |
| "CHG Healthcare <", | |
| "BBVA <", | |
| "Cisco Systems <", | |
| "Bayer <", | |
| "Amkor Technology <", | |
| "Cleveland-Cliffs <", | |
| "Bristol Myers Squibb <", | |
| "Icon <", | |
| "Cellnex Telecom <", | |
| "Syensqo <", | |
| "McAfee <", | |
| "Norway <", | |
| "Algeco Global Finance <", | |
| "Unibail-Rodamco-Westfield <", | |
| "Airbnb <", | |
| "Pacira BioSciences <", | |
| "Cox Communications <", | |
| "Rough Country <", | |
| "Valeo <", | |
| "Duke Energy <", | |
| "CCRR Parent <", | |
| "ITOCHU Corporation <", | |
| "TRS", | |
| "TIM <", | |
| "Kuwait <", | |
| "Underlying not identified <", | |
| "Intrum <", | |
| "BorgWarner <", | |
| "Peru <", | |
| "China Construction Bank <", | |
| "Crown Holdings <", | |
| "Great Outdoors Group <", | |
| "Stena <", | |
| "Neiman Marcus <", | |
| "Air France <", | |
| "Occidental Petroleum <", | |
| "Pelican <", | |
| "Wayfair <", | |
| "TruGreen <", | |
| "Galderma <", | |
| "JD.com <", | |
| "PPL Corporation <", | |
| "Summit Hotel Properties <", | |
| "Exact Sciences Corporation <", | |
| "UPC Holding <", | |
| "Penguin Solutions <", | |
| "Tesla <", | |
| "Insulet Corporation <", | |
| "ConocoPhillips <", | |
| "Dayforce <", | |
| "East West Manufacturing <", | |
| "Nabors Industries <", | |
| "MicroStrategy <", | |
| "TransDigm <", | |
| "Electricite de France <", | |
| "ERP Operating <", | |
| "OneMain Finance <", | |
| "Latvia <", | |
| "Pagaya Technologies <", | |
| "Wix <", | |
| "TransMedics Group <", | |
| "AutoZone <", | |
| "Nippon Paint Holdings <", | |
| "Wynn Resorts <", | |
| "SLB <", | |
| "Teck Resources <", | |
| "Ring Container Technologies <", | |
| "The Adecco Group <", | |
| "Airbus <", | |
| "Pretium Resources <", | |
| "Chefs' Warehouse <", | |
| "Chile <", | |
| "Eutelsat <", | |
| "National Grid <", | |
| "Ireland <", | |
| "Eni <", | |
| "Hunter Douglas <", | |
| "Nvidia <", | |
| "Sealed Air <", | |
| "HUB International <", | |
| "Ingenovis Health <", | |
| "Rolls Royce <", | |
| "DigitalOcean <", | |
| "National Rural Utilities Cooperative Finance Corporation <", | |
| "Weyerhaeuser <", | |
| "Veolia <", | |
| "Slovenia <", | |
| "Tesco <", | |
| "Saudi Arabia <", | |
| "Comisi\u00f3n Federal de Electricidad <", | |
| "Telia Company <", | |
| "Carlsberg <", | |
| "Unity Technologies <", | |
| "Baxter International <", | |
| "Thailand <", | |
| "Teva Pharmaceutical Industries <", | |
| "Core Scientific <", | |
| "Olaplex <", | |
| "Hess Corporation <", | |
| "Madison IAQ <", | |
| "Sanofi <", | |
| "Blackhawk Network Holdings <", | |
| "CoreLogic <", | |
| "Shell <", | |
| "Westpac <", | |
| "Ericsson <", | |
| "Magenta Buyer <", | |
| "National Vision <", | |
| "Ovintiv <", | |
| "OI European Group <", | |
| "Spotify <", | |
| "Pearson <", | |
| "Louisiana-Pacific <", | |
| "Kosmos Energy <", | |
| "Clere <", | |
| "Cytokinetics <", | |
| "InterDigital <", | |
| "Rexel <", | |
| "Boyd Gaming <", | |
| "Kering <", | |
| "Svitzer <", | |
| "Banca Monte dei Paschi di Siena <", | |
| "Denmark <", | |
| "State Oil Company of Azerbaijan Republic <", | |
| "AES Corporation <", | |
| "China <", | |
| "Dillard's <", | |
| "Diamond Sports Group <", | |
| "China Merchants Bank <", | |
| "Mundys <", | |
| "Peugeot <", | |
| "First Student <", | |
| "Snap <", | |
| "Winnebago Industries <", | |
| "Credit Agricole <", | |
| "International Game Technology <", | |
| "Constellation Energy Generation <", | |
| "Diamond Offshore Drilling <", | |
| "Community Health Systems <", | |
| "Bitdeer Technologies Group <", | |
| "United Technologies <", | |
| "Granite Construction <", | |
| "Cornerstone Building Brands <", | |
| "CONMED Corporation <", | |
| "Goldman Sachs <", | |
| "Shopify <", | |
| "Bellemeade Re <", | |
| "Upstart Holdings <", | |
| "iTraxx Australia <", | |
| "Lantheus Holdings <", | |
| "Israel <", | |
| "Fertitta Entertainment <", | |
| "The Greenbrier Companies <", | |
| "Kawasaki Heavy Industries <", | |
| "Anywhere Real Estate <", | |
| "CNOOC Petroleum <", | |
| "Philips <", | |
| "Xerox <", | |
| "Tunisia <", | |
| "Novozymes <", | |
| "DirecTV <", | |
| "Xometry <", | |
| "Aegion <", | |
| "Cable & Wireless <", | |
| "Johnson & Johnson <", | |
| "A&O Hotels and Hostels <", | |
| "American Axle and Manufacturing <", | |
| "Bank of China <", | |
| "Medline Industries <", | |
| "Sprint Communications <", | |
| "CVS Health Corporation <", | |
| "Ecuador <", | |
| "Michelin <", | |
| "Reynolds American <", | |
| "Millicom International Cellular <", | |
| "American Express <", | |
| "MARA Holdings <", | |
| "Vestas Wind Systems <", | |
| "Maersk <", | |
| "Alstom <", | |
| "Gentiva Health Services <", | |
| "UGI Corporation <", | |
| "Constellium <", | |
| "Safehold <", | |
| "Meritor <", | |
| "Guidewire Software <", | |
| "France <", | |
| "Owens & Minor <", | |
| "Delta Air Lines <", | |
| "Dye & Durham <", | |
| "Arcelormittal <", | |
| "Roper Technologies <", | |
| "Vietnam <", | |
| "Guess <", | |
| "TotalEnergies <", | |
| "Charter Next Generation <", | |
| "Pakistan <", | |
| "Unicredit <", | |
| "Enel <", | |
| "iTraxx Asia ex-Japan <", | |
| "HCA Healthcare <", | |
| "Grifols <", | |
| "American International Group <", | |
| "Experience Finance <", | |
| "Ionis Pharmaceuticals <", | |
| "Hospital Corporation of America <", | |
| "Lucid Group <", | |
| "South Korea <", | |
| "Forefront Dermatology <", | |
| "Expand Energy Corporation <", | |
| "The Israel Electric Corporation <", | |
| "CSC Holdings <", | |
| "Societe Generale <", | |
| "India <", | |
| "Elo <", | |
| "Progress Software Corporation <", | |
| "AK Steel <", | |
| "K. Hovnanian Enterprises <", | |
| "Lamb Weston <", | |
| "Block <", | |
| "Marriott International <", | |
| "US Steel <", | |
| "DraftKings <", | |
| "PetSmart <", | |
| "Antero Resources <", | |
| "United Kingdom <", | |
| "SoFi Technologies <", | |
| "Stellantis <", | |
| "HP <", | |
| "Innoviva Specialty Therapeutics <", | |
| "Eversana <", | |
| "T-Mobile USA <", | |
| "Beazer Homes USA <", | |
| "Panama <", | |
| "LCI Industries <", | |
| "Amentum Government Services <", | |
| "Burlington <", | |
| "Unilever <", | |
| "Applied Digital Corporation <", | |
| "Australia <", | |
| "JFE Holdings <", | |
| "Bulgaria <", | |
| "NatWest Markets <", | |
| "Fresenius <", | |
| "Louis Dreyfus <", | |
| "DP World <", | |
| "PAR Technology Corporation <", | |
| "Sanmina <", | |
| "Dominion Energy <", | |
| "Jaguar Land Rover Automotive <", | |
| "OPKO Health <", | |
| "Home Depot <", | |
| "Super Micro Computer <", | |
| "Clydesdale Acquisition Holdings <", | |
| "MannKind Corporation <", | |
| "ADMI <", | |
| "Marathon Oil <", | |
| "Darden Restaurants <", | |
| "Vinci <", | |
| "Connect Finco <", | |
| "Hungary <", | |
| "Nordstrom <", | |
| "Benin <", | |
| "FedEx <", | |
| "Compass Group <", | |
| "iStar <", | |
| "Finland <", | |
| "Danone <", | |
| "Abu Dhabi <", | |
| "Imperial Brands <", | |
| "Maxeon Solar Technologies <", | |
| "Mexico <", | |
| "Ally Financial <", | |
| "Virgin Media <", | |
| "iTraxx Europe (tranche) <", | |
| "Loxam <", | |
| "Athletico Physical Therapy <", | |
| "Oman <", | |
| "International Lease Finance Corporation <", | |
| "AkzoNobel <", | |
| "Campbell Soup Comany <", | |
| "R.R. Donnelley & Sons <", | |
| "Proofpoint <", | |
| "PolyOne <", | |
| "Western Digital Corporation <", | |
| "Capital Southwest Corporation <", | |
| "Dominican Republic <", | |
| "Seagate Technology Holdings <", | |
| "Verint Systems <", | |
| "Groupon <", | |
| "Tandem Diabetes Care <", | |
| "Devon Energy <", | |
| "Uber Technologies <", | |
| "Coinbase <", | |
| "Oscar AcquisitionCo <", | |
| "Kimco Realty <", | |
| "Safeway <", | |
| "Orange <", | |
| "Frontier Communications <", | |
| "Petrobras <", | |
| "Standard Chartered <", | |
| "Kohl's <", | |
| "Sweden <", | |
| "Vue International <", | |
| "LivaNova <", | |
| "Bahamas <", | |
| "Austria <", | |
| "KB Home <", | |
| "Stora enso <", | |
| "McClatchy <", | |
| "ON Semiconductor Corporation <", | |
| "Stem <", | |
| "Mjh Healthcare Holdings <", | |
| "The RealReal <", | |
| "Iron Mountain <", | |
| "Deutsche Lufthansa <", | |
| "iTraxx Europe <", | |
| "Colombia <", | |
| "Publicis Group <", | |
| "PulteGroup <", | |
| "Asurion <", | |
| "Vistra <", | |
| "Ziggo <", | |
| "Confluent <", | |
| "Envista <", | |
| "Dow <", | |
| "Ukraine <", | |
| "Guardant Health <", | |
| "Matalan <", | |
| "Faro Technologies <", | |
| "Southern Company <", | |
| "Lumen Technologies <", | |
| "Zurich Insurance Group <", | |
| "Kraft Heinz <", | |
| "National Australia Bank <", | |
| "Altice <", | |
| "Dropbox <", | |
| "SSE <", | |
| "Heathrow Funding <", | |
| "LeMaitre Vascular <", | |
| "OSI Systems <", | |
| "Mediobanca <", | |
| "Progress Residential <", | |
| "Calpine <", | |
| "The Philippines <", | |
| "Endo <", | |
| "Affirm Holdings <", | |
| "Cutera <", | |
| "L Brands <", | |
| "Swiss Re <", | |
| "Encana <", | |
| "Scientific Games <", | |
| "Shift4 <", | |
| "Zscaler <", | |
| "BASF <", | |
| "BHP Billiton <", | |
| "Semler Scientific <", | |
| "Target <", | |
| "Sunrise Communications <", | |
| "Covanta <", | |
| "Kobe Steel <", | |
| "CDX NA IG <", | |
| "US Silica <", | |
| "Amynta <", | |
| "Davita Healthcare Partners <", | |
| "Anyang Iron & Steel Group <", | |
| "Sinclair Broadcast Group <", | |
| "Svenska Handelsbanken AB <", | |
| "Pacific Life <", | |
| "Ryan Specialty Group <", | |
| "Paramount Global <", | |
| "Bombardier <", | |
| "GardaWorld <", | |
| "Freshpet <", | |
| "Picard <", | |
| "UnitedHealth Group <", | |
| "Italy <", | |
| "Weatherford International <", | |
| "MetLife <", | |
| "Saint-Gobain <", | |
| "DISH DBS <", | |
| "Brazil <", | |
| "Virtusa Corporation <", | |
| "Royal Caribbean Cruises <", | |
| "AppLovin <", | |
| "Ford Motor Company <", | |
| "California Resources <", | |
| "Ball Corp <", | |
| "MBIA <", | |
| "Coloplast <", | |
| "Malaysia Airlines <", | |
| "PostNL <", | |
| "Sitel Group <", | |
| "ATI Inc <", | |
| "CDX EM <", | |
| "Barrick Gold Corp <", | |
| "Equinor ASA <", | |
| "Revance Therapeutics <", | |
| "Netflix <", | |
| "EZCORP <", | |
| "Barclays <", | |
| "Marriott Vacations Worldwide <", | |
| "Telekom Malaysia <", | |
| "Union Pacific <", | |
| "D.R. Horton <", | |
| "Genworth Holdings <", | |
| "DiversiTech <", | |
| "Johnson Controls International <", | |
| "Honeywell International <", | |
| "Portugal <", | |
| "Argentina <", | |
| "Ameriquest Mortgage <", | |
| "Ace Securities <", | |
| "SoftBank <", | |
| "Northrop Grumman Systems <", | |
| "Tryg <", | |
| "Gazprom <", | |
| "Shift Technologies <", | |
| "Ziff Davis <", | |
| "Uruguay <", | |
| "Mitsui <", | |
| "ABG Intermediate Holdings <", | |
| "Enbridge <", | |
| "DocuSign <", | |
| "Country Garden <", | |
| "McKesson <", | |
| "Sea <", | |
| "Conduent <", | |
| "H World Group <", | |
| "Telenor <", | |
| "Equitable <", | |
| "Nokia <", | |
| "Renault <", | |
| "Arconic <", | |
| "Camtek <", | |
| "Dessert Holdings <", | |
| "Disney <", | |
| "GoTo <", | |
| "Optics Bidco <", | |
| "Snowflake <", | |
| "Dynavax Technologies <", | |
| "Advantage Sales & Marketing <", | |
| "Adeia <", | |
| "Boeing <", | |
| "Nigeria <", | |
| "Repsol <", | |
| "Poland <", | |
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| "level_1": [ | |
| "interest rate index", | |
| "Single Name (Corporate)", | |
| "Single Name (SSA)", | |
| "Index" | |
| ] | |
| }, | |
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| "Occidental Petroleum <": 328, | |
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| "R.R. Donnelley & Sons <": 366, | |
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| "Rite Aid <": 377, | |
| "Rolls Royce <": 378, | |
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| "Royal Caribbean Cruises <": 380, | |
| "Russia <": 381, | |
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| "SSA <": 385, | |
| "Safeway <": 386, | |
| "Saint-Gobain <": 387, | |
| "Saipem <": 388, | |
| "Sanofi <": 389, | |
| "Santander <": 390, | |
| "Saudi Arabia <": 391, | |
| "Schaeffler Group <": 392, | |
| "Sealed Air <": 393, | |
| "Serbia <": 394, | |
| "Shell <": 395, | |
| "Sherwin-Williams <": 396, | |
| "Shift4 <": 397, | |
| "Shopify <": 398, | |
| "Siemens <": 399, | |
| "Simon Property Group <": 400, | |
| "Sinopec <": 401, | |
| "SiriusXM <": 402, | |
| "Smurfit Kappa <": 403, | |
| "Snap <": 404, | |
| "Snowflake <": 405, | |
| "SoFi Technologies <": 406, | |
| "Societe Generale <": 407, | |
| "SoftBank <": 408, | |
| "South Africa <": 409, | |
| "South Korea <": 410, | |
| "Southern Company <": 411, | |
| "Southwest Airlines <": 412, | |
| "Spain <": 413, | |
| "Sprint Communications <": 414, | |
| "Standard Chartered <": 415, | |
| "Standard Industries <": 416, | |
| "Staples <": 417, | |
| "State Oil Company of Azerbaijan Republic <": 418, | |
| "Stellantis <": 419, | |
| "Stena <": 420, | |
| "Stonegate Pub Company <": 421, | |
| "Sudzucker <": 422, | |
| "Sunrise Communications <": 423, | |
| "Super Micro Computer <": 424, | |
| "Sweden <": 425, | |
| "T-Mobile USA <": 426, | |
| "TDC Group <": 427, | |
| "TIM <": 428, | |
| "TRS": 429, | |
| "Talen Energy Supply <": 430, | |
| "Tandem Diabetes Care <": 431, | |
| "Targa Resources Partners <": 432, | |
| "Target <": 433, | |
| "Teck Resources <": 434, | |
| "Telefonica <": 435, | |
| "Tencent Holdings <": 436, | |
| "Tenet Healthcare <": 437, | |
| "Tesco <": 438, | |
| "Tesla <": 439, | |
| "Teva Pharmaceutical Industries <": 440, | |
| "Thailand <": 441, | |
| "The Gap <": 442, | |
| "The Goodyear Tire & Rubber Company <": 443, | |
| "The Philippines <": 444, | |
| "The Procter & Gamble Company <": 445, | |
| "ThyssenKrupp <": 446, | |
| "Toll Bros <": 447, | |
| "Topgolf Callaway Brands <": 448, | |
| "TransDigm <": 449, | |
| "Transocean <": 450, | |
| "Tunisia <": 451, | |
| "Turkey <": 452, | |
| "Tyson Foods <": 453, | |
| "UBS <": 454, | |
| "UPC Holding <": 455, | |
| "US Steel <": 456, | |
| "Uber Technologies <": 457, | |
| "Ukraine <": 458, | |
| "Underlying not identified <": 459, | |
| "Unibail-Rodamco-Westfield <": 460, | |
| "Unicredit <": 461, | |
| "Unisys <": 462, | |
| "United Airlines <": 463, | |
| "United Group <": 464, | |
| "United Kingdom <": 465, | |
| "United Rentals <": 466, | |
| "United States of America <": 467, | |
| "UnitedHealth Group <": 468, | |
| "Uniti Group <": 469, | |
| "Universal Health Services <": 470, | |
| "Univision Communications <": 471, | |
| "Upstart Holdings <": 472, | |
| "Uruguay <": 473, | |
| "Valeo <": 474, | |
| "Varonis Systems <": 475, | |
| "Veeco <": 476, | |
| "Venture Global <": 477, | |
| "Verizon Communications <": 478, | |
| "Vietnam <": 479, | |
| "Virgin Media <": 480, | |
| "Vistra <": 481, | |
| "Vivendi <": 482, | |
| "Vodafone <": 483, | |
| "Volkswagen <": 484, | |
| "Volvo <": 485, | |
| "WPP <": 486, | |
| "Wayfair <": 487, | |
| "Weatherford International <": 488, | |
| "Wells Fargo <": 489, | |
| "Western Digital Corporation <": 490, | |
| "Whirlpool Corporation <": 491, | |
| "Williams Companies <": 492, | |
| "Xerox <": 493, | |
| "Xometry <": 494, | |
| "YUM! Brands <": 495, | |
| "Ziggo <": 496, | |
| "Zscaler <": 497, | |
| "Zurich Insurance Group <": 498, | |
| "iTraxx Asia ex-Japan <": 499, | |
| "iTraxx Australia <": 500, | |
| "iTraxx Europe (tranche) <": 501, | |
| "iTraxx Europe <": 502, | |
| "iTraxx Europe Crossover (tranche) <": 503, | |
| "iTraxx Europe Crossover <": 504, | |
| "iTraxx Europe Snr Financials <": 505, | |
| "iTraxx Europe Sub Financials <": 506, | |
| "iTraxx Japan <": 507 | |
| }, | |
| "id2label": { | |
| "0": "ABG Intermediate Holdings <", | |
| "1": "ABX <", | |
| "2": "ADT Security Corporation <", | |
| "3": "AES Corporation <", | |
| "4": "AT&T <", | |
| "5": "Abbott Laboratories <", | |
| "6": "Abu Dhabi <", | |
| "7": "Adler Real Estate <", | |
| "8": "Advanced Micro Devices <", | |
| "9": "Affirm Holdings <", | |
| "10": "Air France <", | |
| "11": "Airbus <", | |
| "12": "Akamai Technologies <", | |
| "13": "Albertsons <", | |
| "14": "Alibaba Group Holding <", | |
| "15": "Ally Financial <", | |
| "16": "Alphatec Holdings <", | |
| "17": "Alstom <", | |
| "18": "Altice <", | |
| "19": "Altria Group <", | |
| "20": "America Movil <", | |
| "21": "American Airlines <", | |
| "22": "American Axle and Manufacturing <", | |
| "23": "American Electric Power <", | |
| "24": "American Express <", | |
| "25": "American International Group <", | |
| "26": "American Tower <", | |
| "27": "Amkor Technology <", | |
| "28": "Anglo American <", | |
| "29": "Anheuser-Busch InBev <", | |
| "30": "Antero Resources <", | |
| "31": "Anywhere Real Estate <", | |
| "32": "Apache Corporation <", | |
| "33": "Aramark <", | |
| "34": "Arcelormittal <", | |
| "35": "Ardagh Packaging Finance <", | |
| "36": "Argentina <", | |
| "37": "Arrow Electronics <", | |
| "38": "Ashland <", | |
| "39": "Assicurazioni Generali <", | |
| "40": "Athenahealth <", | |
| "41": "Atlantic Aviation <", | |
| "42": "Australia <", | |
| "43": "Austria <", | |
| "44": "AutoZone <", | |
| "45": "Avis <", | |
| "46": "Avnet <", | |
| "47": "Avon <", | |
| "48": "BASF <", | |
| "49": "BBVA <", | |
| "50": "BMW <", | |
| "51": "BNP Paribas <", | |
| "52": "BP <", | |
| "53": "BT <", | |
| "54": "Bahamas <", | |
| "55": "Bahrain <", | |
| "56": "Baidu <", | |
| "57": "Ball Corp <", | |
| "58": "Banca Monte dei Paschi di Siena <", | |
| "59": "Bank of America <", | |
| "60": "Bank of Brazil <", | |
| "61": "Bank of China <", | |
| "62": "Barclays <", | |
| "63": "Bath & Body Works <", | |
| "64": "Bausch Health <", | |
| "65": "Beazer Homes USA <", | |
| "66": "Berkshire Hathaway <", | |
| "67": "Best Buy <", | |
| "68": "Bitdeer Technologies Group <", | |
| "69": "Blackline <", | |
| "70": "Block <", | |
| "71": "Bloom Energy <", | |
| "72": "Boeing <", | |
| "73": "Bombardier <", | |
| "74": "Boparan Finance <", | |
| "75": "BorgWarner <", | |
| "76": "Boston Scientific <", | |
| "77": "Bouygues <", | |
| "78": "Box <", | |
| "79": "Boyd Gaming <", | |
| "80": "Brazil <", | |
| "81": "Bristol Myers Squibb <", | |
| "82": "British American Tobacco <", | |
| "83": "Broadcom <", | |
| "84": "CCO Holdings <", | |
| "85": "CDX EM <", | |
| "86": "CDX NA HY (tranche) <", | |
| "87": "CDX NA HY <", | |
| "88": "CDX NA IG (tranche) <", | |
| "89": "CDX NA IG <", | |
| "90": "CMA CGM <", | |
| "91": "CMBX <", | |
| "92": "CNH Industrial <", | |
| "93": "CNOOC Petroleum <", | |
| "94": "CSC Holdings <", | |
| "95": "CVS Health Corporation <", | |
| "96": "Caesars Entertainment <", | |
| "97": "Calpine <", | |
| "98": "Campbell Soup Comany <", | |
| "99": "Canadian Natural Resources <", | |
| "100": "Cardinal Health <", | |
| "101": "Carnival <", | |
| "102": "Caterpillar <", | |
| "103": "Cellnex Telecom <", | |
| "104": "Chesapeake Energy <", | |
| "105": "Chile <", | |
| "106": "China <", | |
| "107": "China Construction Bank <", | |
| "108": "China Development Bank <", | |
| "109": "Citi <", | |
| "110": "Cleveland-Cliffs <", | |
| "111": "Clydesdale Acquisition Holdings <", | |
| "112": "Collegium Pharmaceutical <", | |
| "113": "Colombia <", | |
| "114": "Comcast <", | |
| "115": "CommScope <", | |
| "116": "Commerzbank <", | |
| "117": "Community Health Systems <", | |
| "118": "Conagra Brands <", | |
| "119": "ConocoPhillips <", | |
| "120": "Constellium <", | |
| "121": "Continental <", | |
| "122": "Cox Communications <", | |
| "123": "Credit Agricole <", | |
| "124": "Credit Suisse <", | |
| "125": "Croatia <", | |
| "126": "Crown Holdings <", | |
| "127": "Cutera <", | |
| "128": "Czech Republic <", | |
| "129": "C\u00f4te d'Ivoire <", | |
| "130": "D.R. Horton <", | |
| "131": "DISH DBS <", | |
| "132": "DP World <", | |
| "133": "DXC Technology Company <", | |
| "134": "Danone <", | |
| "135": "Darden Restaurants <", | |
| "136": "Datadog <", | |
| "137": "Davita Healthcare Partners <", | |
| "138": "Dell <", | |
| "139": "Delta Air Lines <", | |
| "140": "Deutsche Bank <", | |
| "141": "Deutsche Lufthansa <", | |
| "142": "Devon Energy <", | |
| "143": "DexCom <", | |
| "144": "DexKo <", | |
| "145": "Disney <", | |
| "146": "Dominican Republic <", | |
| "147": "Dominion Energy <", | |
| "148": "Dow <", | |
| "149": "Dropbox <", | |
| "150": "Dubai <", | |
| "151": "Duke Energy <", | |
| "152": "EG Group <", | |
| "153": "EQM Midstream Partners <", | |
| "154": "East West Manufacturing <", | |
| "155": "Eastman Chemical Company <", | |
| "156": "Ecuador <", | |
| "157": "Egypt <", | |
| "158": "Electricite de France <", | |
| "159": "Electrolux <", | |
| "160": "Elis <", | |
| "161": "Elo <", | |
| "162": "Enbridge <", | |
| "163": "Encore Capital Group <", | |
| "164": "Energias de Portugal <", | |
| "165": "Energy Transfer <", | |
| "166": "Enovis <", | |
| "167": "Enphase Energy <", | |
| "168": "Equitable <", | |
| "169": "Ericsson <", | |
| "170": "Eskom Holdings <", | |
| "171": "Estonia <", | |
| "172": "Etsy <", | |
| "173": "Eutelsat <", | |
| "174": "Evolent Health <", | |
| "175": "Exact Sciences Corporation <", | |
| "176": "Exclude", | |
| "177": "Exelon <", | |
| "178": "Expedia <", | |
| "179": "Faurecia <", | |
| "180": "FedEx <", | |
| "181": "Fiat Chrysler Automobiles <", | |
| "182": "Fibra UNO <", | |
| "183": "Finland <", | |
| "184": "FirstEnergy <", | |
| "185": "Five9 <", | |
| "186": "Ford Motor Company <", | |
| "187": "Forefront Dermatology <", | |
| "188": "Forvia <", | |
| "189": "France <", | |
| "190": "Freeport-McMoRan <", | |
| "191": "Frontier Communications <", | |
| "192": "GFL Environmental <", | |
| "193": "GKN Holdings <", | |
| "194": "GM <", | |
| "195": "GardaWorld <", | |
| "196": "Gazprom <", | |
| "197": "General Electric <", | |
| "198": "General Mills <", | |
| "199": "Genworth Holdings <", | |
| "200": "Germany <", | |
| "201": "Ghana <", | |
| "202": "Glencore International <", | |
| "203": "Goldman Sachs <", | |
| "204": "Granite Construction <", | |
| "205": "Greece <", | |
| "206": "Grifols <", | |
| "207": "Groupe Casino <", | |
| "208": "Groupon <", | |
| "209": "HAT Holdings <", | |
| "210": "HCA Healthcare <", | |
| "211": "HP <", | |
| "212": "HSBC <", | |
| "213": "HUB International <", | |
| "214": "Halliburton Company <", | |
| "215": "Halozyme Therapeutics <", | |
| "216": "Hannover Re <", | |
| "217": "Heidelberg Materials <", | |
| "218": "Hertz <", | |
| "219": "Hess Corporation <", | |
| "220": "Hilton <", | |
| "221": "Hochtief <", | |
| "222": "Holcim <", | |
| "223": "Home Depot <", | |
| "224": "Host Hotels & Resorts <", | |
| "225": "Howmet Aereospace <", | |
| "226": "Hungary <", | |
| "227": "IBM <", | |
| "228": "ICBC <", | |
| "229": "INEOS Group Holdings <", | |
| "230": "ITOCHU Corporation <", | |
| "231": "Iceland Foods <", | |
| "232": "Imperial Brands <", | |
| "233": "Indonesia <", | |
| "234": "International Game Technology <", | |
| "235": "International Lease Finance Corporation <", | |
| "236": "International Paper Company <", | |
| "237": "Intesa Sanpaolo <", | |
| "238": "Intrum <", | |
| "239": "Iron Mountain <", | |
| "240": "Israel <", | |
| "241": "Italy <", | |
| "242": "JP Morgan <", | |
| "243": "Jaguar Land Rover Automotive <", | |
| "244": "Japan <", | |
| "245": "Jazz Pharmaceuticals <", | |
| "246": "Johnson & Johnson <", | |
| "247": "Johnson Controls International <", | |
| "248": "K+S <", | |
| "249": "K. Hovnanian Enterprises <", | |
| "250": "KB Home <", | |
| "251": "Kawasaki Heavy Industries <", | |
| "252": "Kazakhstan <", | |
| "253": "Kinder Morgan <", | |
| "254": "Kobe Steel <", | |
| "255": "Kohl's <", | |
| "256": "Kraft Heinz <", | |
| "257": "Kroger <", | |
| "258": "L Brands <", | |
| "259": "Ladbrokes <", | |
| "260": "Lamb Weston <", | |
| "261": "Lanxess <", | |
| "262": "LeMaitre Vascular <", | |
| "263": "Lennar <", | |
| "264": "Leonardo <", | |
| "265": "Liberty Interactive <", | |
| "266": "Liberty Media <", | |
| "267": "Lincoln National <", | |
| "268": "Lloyds Bank <", | |
| "269": "Louis Dreyfus <", | |
| "270": "Louisiana-Pacific <", | |
| "271": "Lowe's <", | |
| "272": "Loxam <", | |
| "273": "Lumen Technologies <", | |
| "274": "Lumentum Holdings <", | |
| "275": "Lyft <", | |
| "276": "MACOM Technology Solutions Holdings <", | |
| "277": "MBIA <", | |
| "278": "MDC Holdings <", | |
| "279": "MGIC Investment <", | |
| "280": "MGM Resorts International <", | |
| "281": "Macy's <", | |
| "282": "Maersk <", | |
| "283": "Malaysia <", | |
| "284": "Malaysia Airlines <", | |
| "285": "Marathon Petroleum <", | |
| "286": "Marks & Spencer <", | |
| "287": "Marriott International <", | |
| "288": "Marriott Vacations Worldwide <", | |
| "289": "Mattel <", | |
| "290": "Matterhorn Telecom <", | |
| "291": "McDonalds <", | |
| "292": "Mediobanca <", | |
| "293": "Medline Industries <", | |
| "294": "Mercedes-Benz Group <", | |
| "295": "MetLife <", | |
| "296": "Mexico <", | |
| "297": "Michelin <", | |
| "298": "MicroStrategy <", | |
| "299": "Millicom International Cellular <", | |
| "300": "Mondelez International <", | |
| "301": "Montenegro <", | |
| "302": "Morgan Stanley <", | |
| "303": "Morocco <", | |
| "304": "Motorola Solutions <", | |
| "305": "Mundys <", | |
| "306": "Munich Reinsurance <", | |
| "307": "Murphy Oil <", | |
| "308": "NOVA Chemicals <", | |
| "309": "NRG Energy <", | |
| "310": "Nabors Industries <", | |
| "311": "NatWest Markets <", | |
| "312": "Naturgy Energy Group <", | |
| "313": "Navient <", | |
| "314": "Neiman Marcus <", | |
| "315": "Netflix <", | |
| "316": "Newell Brands <", | |
| "317": "Next <", | |
| "318": "NextEra Energy <", | |
| "319": "Nigeria <", | |
| "320": "Nippon Paper Industries <", | |
| "321": "Nissan Motor Company <", | |
| "322": "Nokia <", | |
| "323": "Nordstrom <", | |
| "324": "Norwegian Cruise Line <", | |
| "325": "Novafives <", | |
| "326": "Nutanix <", | |
| "327": "ON Semiconductor Corporation <", | |
| "328": "Occidental Petroleum <", | |
| "329": "Olaplex <", | |
| "330": "Olin <", | |
| "331": "Oman <", | |
| "332": "Omnicom <", | |
| "333": "OneMain Finance <", | |
| "334": "Oracle Corporation <", | |
| "335": "Osmosis Buyer Limited <", | |
| "336": "Ovintiv <", | |
| "337": "PAR Technology Corporation <", | |
| "338": "PT Pertamina <", | |
| "339": "PacifiCorp <", | |
| "340": "Pacific Gas and Electric Company <", | |
| "341": "Pacira BioSciences <", | |
| "342": "Packaging Corporation of America <", | |
| "343": "Pactiv <", | |
| "344": "PagerDuty <", | |
| "345": "Pakistan <", | |
| "346": "Panama <", | |
| "347": "Paramount Global <", | |
| "348": "Parsons Corporation <", | |
| "349": "Penguin Solutions <", | |
| "350": "Peru <", | |
| "351": "Petrobras <", | |
| "352": "Petroleos Mexicanos <", | |
| "353": "Pfizer <", | |
| "354": "Picard <", | |
| "355": "Pioneer Natural Resources Company <", | |
| "356": "Pitney Bowes <", | |
| "357": "Poland <", | |
| "358": "Post Holdings <", | |
| "359": "Premier Foods Finance <", | |
| "360": "Progress Software Corporation <", | |
| "361": "Prudential <", | |
| "362": "Publicis Group <", | |
| "363": "PulteGroup <", | |
| "364": "Q2 Holdings <", | |
| "365": "Qatar <", | |
| "366": "R.R. Donnelley & Sons <", | |
| "367": "RELX Group <", | |
| "368": "Radian Group <", | |
| "369": "Rakuten Group <", | |
| "370": "Raytheon Technologies <", | |
| "371": "Redfin <", | |
| "372": "Renault <", | |
| "373": "Repay Holdings Corporation <", | |
| "374": "Repligen <", | |
| "375": "Rexel <", | |
| "376": "Reynolds American <", | |
| "377": "Rite Aid <", | |
| "378": "Rolls Royce <", | |
| "379": "Romania <", | |
| "380": "Royal Caribbean Cruises <", | |
| "381": "Russia <", | |
| "382": "Ryder System <", | |
| "383": "SES <", | |
| "384": "SLB <", | |
| "385": "SSA <", | |
| "386": "Safeway <", | |
| "387": "Saint-Gobain <", | |
| "388": "Saipem <", | |
| "389": "Sanofi <", | |
| "390": "Santander <", | |
| "391": "Saudi Arabia <", | |
| "392": "Schaeffler Group <", | |
| "393": "Sealed Air <", | |
| "394": "Serbia <", | |
| "395": "Shell <", | |
| "396": "Sherwin-Williams <", | |
| "397": "Shift4 <", | |
| "398": "Shopify <", | |
| "399": "Siemens <", | |
| "400": "Simon Property Group <", | |
| "401": "Sinopec <", | |
| "402": "SiriusXM <", | |
| "403": "Smurfit Kappa <", | |
| "404": "Snap <", | |
| "405": "Snowflake <", | |
| "406": "SoFi Technologies <", | |
| "407": "Societe Generale <", | |
| "408": "SoftBank <", | |
| "409": "South Africa <", | |
| "410": "South Korea <", | |
| "411": "Southern Company <", | |
| "412": "Southwest Airlines <", | |
| "413": "Spain <", | |
| "414": "Sprint Communications <", | |
| "415": "Standard Chartered <", | |
| "416": "Standard Industries <", | |
| "417": "Staples <", | |
| "418": "State Oil Company of Azerbaijan Republic <", | |
| "419": "Stellantis <", | |
| "420": "Stena <", | |
| "421": "Stonegate Pub Company <", | |
| "422": "Sudzucker <", | |
| "423": "Sunrise Communications <", | |
| "424": "Super Micro Computer <", | |
| "425": "Sweden <", | |
| "426": "T-Mobile USA <", | |
| "427": "TDC Group <", | |
| "428": "TIM <", | |
| "429": "TRS", | |
| "430": "Talen Energy Supply <", | |
| "431": "Tandem Diabetes Care <", | |
| "432": "Targa Resources Partners <", | |
| "433": "Target <", | |
| "434": "Teck Resources <", | |
| "435": "Telefonica <", | |
| "436": "Tencent Holdings <", | |
| "437": "Tenet Healthcare <", | |
| "438": "Tesco <", | |
| "439": "Tesla <", | |
| "440": "Teva Pharmaceutical Industries <", | |
| "441": "Thailand <", | |
| "442": "The Gap <", | |
| "443": "The Goodyear Tire & Rubber Company <", | |
| "444": "The Philippines <", | |
| "445": "The Procter & Gamble Company <", | |
| "446": "ThyssenKrupp <", | |
| "447": "Toll Bros <", | |
| "448": "Topgolf Callaway Brands <", | |
| "449": "TransDigm <", | |
| "450": "Transocean <", | |
| "451": "Tunisia <", | |
| "452": "Turkey <", | |
| "453": "Tyson Foods <", | |
| "454": "UBS <", | |
| "455": "UPC Holding <", | |
| "456": "US Steel <", | |
| "457": "Uber Technologies <", | |
| "458": "Ukraine <", | |
| "459": "Underlying not identified <", | |
| "460": "Unibail-Rodamco-Westfield <", | |
| "461": "Unicredit <", | |
| "462": "Unisys <", | |
| "463": "United Airlines <", | |
| "464": "United Group <", | |
| "465": "United Kingdom <", | |
| "466": "United Rentals <", | |
| "467": "United States of America <", | |
| "468": "UnitedHealth Group <", | |
| "469": "Uniti Group <", | |
| "470": "Universal Health Services <", | |
| "471": "Univision Communications <", | |
| "472": "Upstart Holdings <", | |
| "473": "Uruguay <", | |
| "474": "Valeo <", | |
| "475": "Varonis Systems <", | |
| "476": "Veeco <", | |
| "477": "Venture Global <", | |
| "478": "Verizon Communications <", | |
| "479": "Vietnam <", | |
| "480": "Virgin Media <", | |
| "481": "Vistra <", | |
| "482": "Vivendi <", | |
| "483": "Vodafone <", | |
| "484": "Volkswagen <", | |
| "485": "Volvo <", | |
| "486": "WPP <", | |
| "487": "Wayfair <", | |
| "488": "Weatherford International <", | |
| "489": "Wells Fargo <", | |
| "490": "Western Digital Corporation <", | |
| "491": "Whirlpool Corporation <", | |
| "492": "Williams Companies <", | |
| "493": "Xerox <", | |
| "494": "Xometry <", | |
| "495": "YUM! Brands <", | |
| "496": "Ziggo <", | |
| "497": "Zscaler <", | |
| "498": "Zurich Insurance Group <", | |
| "499": "iTraxx Asia ex-Japan <", | |
| "500": "iTraxx Australia <", | |
| "501": "iTraxx Europe (tranche) <", | |
| "502": "iTraxx Europe <", | |
| "503": "iTraxx Europe Crossover (tranche) <", | |
| "504": "iTraxx Europe Crossover <", | |
| "505": "iTraxx Europe Snr Financials <", | |
| "506": "iTraxx Europe Sub Financials <", | |
| "507": "iTraxx Japan <" | |
| }, | |
| "num_labels": 508 | |
| }, | |
| "level_1": { | |
| "label2id": { | |
| "Index": 0, | |
| "Single Name (Corporate)": 1, | |
| "Single Name (SSA)": 2, | |
| "interest rate index": 3 | |
| }, | |
| "id2label": { | |
| "0": "Index", | |
| "1": "Single Name (Corporate)", | |
| "2": "Single Name (SSA)", | |
| "3": "interest rate index" | |
| }, | |
| "num_labels": 4 | |
| } | |
| }, | |
| "cleaning_stats": { | |
| "original_samples": 20290, | |
| "after_dropna": 9942, | |
| "after_empty_removal_raw": 9942, | |
| "after_text_cleaning": 9942, | |
| "empty_after_cleaning": 0, | |
| "classes_removed": 0, | |
| "samples_removed": 0, | |
| "data_retention_rate_after_class_filter": 1.0, | |
| "original_classes": 999, | |
| "levels_prepared": [ | |
| "level_0", | |
| "level_1" | |
| ] | |
| }, | |
| "levels_trained": [ | |
| "level_0", | |
| "level_1" | |
| ], | |
| "performance": { | |
| "level_0": { | |
| "val_accuracy": 0.7331154684095861, | |
| "test_accuracy": 0.7149863760217984, | |
| "training_info": { | |
| "steps_per_epoch": 401, | |
| "total_steps": 1203, | |
| "total_train_samples": 6421 | |
| } | |
| }, | |
| "level_1": { | |
| "val_accuracy": 0.9929660023446659, | |
| "test_accuracy": 0.9941383352872216, | |
| "training_info": { | |
| "steps_per_epoch": 372, | |
| "total_steps": 1116, | |
| "total_train_samples": 5967 | |
| } | |
| } | |
| } | |
| } |