Best of Specialized finance
The 10 Best Specialized Finance Datasets in 2026
10 Specialized finance picks, ranked on what's inside: field richness, coverage depth, fit for the job. Federal Reserve Finance Companies G.20 leads — Quarterly detail for the balance sheet and terms-of-credit tables.
- 10ranked picks
- 16documented fields on stage
- 0/10with mapped coverage
API, files, or your warehouse. Daily, weekly, or hourly.
Every dataset here carries a 0–10 score built on documented fields, and the ranking follows those scores. When records tie, coverage breaks it: more geography, deeper history, finer granularity. Cadence isn't a scoring axis — it's a delivery setting. Delivered daily, weekly, or hourly, your call.
- 1 10/10Specialized finance
Federal Reserve Finance Companies G.20
Quarterly detail for the balance sheet and terms-of-credit tables.
- 2 10/10Specialized finance
World Bank Financial Sector Indicators
country_name · country_code · indicator_name …+6 moreIt takes second place as the breadth pole of the industry: where the G.20 reads one market deeply, this record compares depth across every economy at once.
- 3 9/10Specialized finance
SBA Open Data Portal
It ranks third on grain alone - nothing else here stays at the loan - and below the two 10s because its reach is one country's guarantee programs rather than a whole lending system.
- 4 7/10Specialized finance
Hugging Face Datasets - Finance Topic
- 5Consumer finance
CFPB Consumer Complaint Database
- 6Diversified financial services
Federal Reserve Economic Data Portal
- 7Consumer finance
World Bank Global Findex Database 2025
- 8 8/10
Realtime and delayed quote values on exchange products. one dated row per bar on time-series products.
- 9Alternative carriers
EU Open Data Portal - Telecommunications Carrier Datasets
Automated discovery across 1,725,936 harvested records turns European telecom dataset scouting into a pipeline step instead of a browser afternoon. See data scientists use cases.
data from Publications Office of the European Union (data.europa.eu)
- 10Home Furnishings Data Provider: 8 Cataloged
Kaggle Datasets Hub - Furniture Search
name · creator · description …+3 more
Frequently asked questions
What is the single best specialized finance dataset?
The Federal Reserve Finance Companies G.20, on our scoring. Quality 10/10: 156 time series on owned, managed and securitized receivables at US finance companies, split by consumer, real estate and business sector, reaching back to January 1943. No other record combines that continuity with a dimension model clean enough to separate lending from servicing.
Which specialized finance dataset reaches furthest back?
The G.20 - monthly observations begin January 1943, roughly 1,000 per series across 156 series. For cross-country work, the World Bank Financial Sector Indicators run annually from 1960 depending on indicator, with most financial-access series starting in the 1990s or 2000s. SBA loan-level history begins fiscal year 1991.
Which dataset covers government-guaranteed small business lending at loan level?
The SBA Open Data Portal. One row per approved loan across the 7(a), 504, microloan, PPP and RRF programs, aggregatable by lender, program, geography, NAICS industry and fiscal year, with borrower location down to county and congressional district. The FY2020-present 7(a) file alone runs roughly 388,000 approved loans.
Can I compare financial depth across countries with one dataset?
Yes - the World Bank Financial Sector Indicators bundle: 72 indicators across 265 economies, roughly 17,000 economy-indicator series at annual country-year grain. Domestic credit, bank branches and ATMs, nonperforming loans, interest rates, market capitalization and remittances sit in one schema keyed on a stable per-economy code.