#1 Bank for International Settlements
BIS Debt Securities and Capital Markets Statistics
- Coverage
- Over 50 economies
Industry hub · Diversified capital markets data provider
Diversified Capital Markets Data Provider
Datadory covers diversified capital markets data provider with 9 datasets spanning BIS Debt Securities and Capital Markets Statistics , BIS Full Data Sets Bulk Downloads and CFTC Commitments of Traders (COT) Reports . Delivered daily, weekly, or hourly — your call.
9 datasets 3 publishers Delivery: API, files, or your warehouse. Daily, weekly, or hourly.
The manifest
Every catch in this slice, ranked by our quality rubric — depth of documentation, freshness, breadth. Pick one, sample it, ship it.
#2 Bank for International Settlements
BIS Full Data Sets Bulk Downloads
- Coverage
- Global
#3
CFTC Commitments of Traders (COT) Reports
- Coverage
- U.S. and selected international exchanges: CBOT
#4 FINRA (Financial Industry Regulatory Authority)
FINRA Data Portal and TRACE Fixed Income
- Coverage
- United States - FINRA-regulated markets and OTC activity
#5
SIFMA Research and Capital Markets Statistics
- Coverage
- United States, with global comparison tables in the…
#6
World Bank Capital Markets Indicators (WDI)
- Coverage
- 200+ World Bank member economies and aggregates worldwide
Plus 4 more in this slice — each with its field dictionary and sample rows on its own page.
The lay of the water
Where diversified capital markets data provider data actually comes from.
Pick your catch
Three to start with. The rest of the board is above.
Diversified capital markets data provider Over 50 economies · Quarterly and annual observations…
BIS Debt Securities and Capital Markets Statistics
FREQ · REF_AREA · COUNTERPART_AREA …+12 more
Diversified capital markets data provider Global · Complete history per topic from each…
BIS Full Data Sets Bulk Downloads
Column-layout table · Flat-layout table · SDMX 2.1 message …+11 more
Diversified capital markets data provider U.S. and selected international… · 1986-01-15/..
CFTC Commitments of Traders (COT) Reports
market_and_exchange_names · report_date_as_yyyy_mm_dd · cftc_contract_market_code …+10 more
Diversified capital markets data provider United States - FINRA-regulated… · Rule 606 order-routing reports quarterly
FINRA Data Portal and TRACE Fixed Income
GET /datasets · GET /metadata/group/{group}/name/{dataset} · GET /data/group/{group}/name/{dataset} …+4 more
Diversified capital markets data provider United States, with global comparison… · 2011/2025 (Fact Book annual tables)
SIFMA Research and Capital Markets Statistics
year · ust · mbs …+8 more
Diversified capital markets data provider 200+ World Bank member economies and… · 1975-2025 (annual)
World Bank Capital Markets Indicators (WDI)
indicator.id · indicator.value · country.value …+4 more
Diversified capital markets data provider Roughly 60+ member, affiliate and… · Series reach back to February 1970
World Federation of Exchanges Statistics
exchange · curr · end_2025_local_millions …+5 more
Diversified capital markets data provider Global: more than 150,000 tickers… · Thirty-plus years for many instruments
EOD Historical Data APIs
date · open · high …+5 more
Diversified capital markets data provider End-of-day price history back over a…
Tiingo Financial Data API
date · open · high …+10 more
Diversified capital markets data provider
Alpha Vantage Stock and Financial Market Data API
Who fishes here
- Competitive Intelligence & Product Teams Diversified capital markets data for competitive intel product teams starts with CFTC Commitments of Traders and FINRA's Data Portal - two relevance-2, quality-9 feeds that read crowded futures positioning weekly and rivals' short interest daily - then SIFMA and World Federation of Exchanges statistics for market share.
- Data Scientists & ML Engineers Diversified capital markets data for data scientists spans eight qualifying datasets averaging 8.
- Developers & Data-Product Builders
- Investors & Quant Researchers
- Journalists, Academics & Students Diversified capital markets data for journalists and academics starts with regulators and associations: the CFTC's weekly Commitments of Traders, FINRA's daily TRACE bond files, and monthly SIFMA and World Federation of Exchanges statistics.
- Market Researchers & Consultants Diversified capital markets data for market researchers starts with three sizing anchors - SIFMA Research and Capital Markets Statistics, World Bank Capital Markets Indicators (WDI) and World Federation of Exchanges Statistics.
Frequently asked questions
How far back does CFTC Commitments of Traders data go?
The Legacy report family reaches January 15, 1986, with Disaggregated and Traders in Financial Futures breakdowns since June 13, 2006 and the supplemental CIT series since January 2006. Reports publish weekly on Fridays at 3:30 pm ET and are never revised once printed, which is what makes multi-decade backtests on positioning signals reproducible.
What data exists on stock market capitalization by country?
The World Bank's capital markets indicators inside WDI carry seven related series - market capitalization as a percent of GDP and in US dollars, stocks traded value, turnover ratio, listed domestic companies and equity indices - for 200-plus economies annually from 1975. Japan's 2023 reading sits at 140.2 percent of GDP; China's 2021 peak reached 79.3 percent.
Which source tracks trading volume by exchange worldwide?
The World Federation of Exchanges Statistics portal spans roughly 250-plus indicators for 60-plus member, affiliate and non-member exchanges across equities, bonds, ETFs and derivatives, observed monthly and annually back to February 1970. The 2025 Annual Guide alone ships 65 sheets as a single XLSX workbook, converted to USD at end-of-year rates alongside local currency.
How do quants use capital markets positioning data?
Mostly through CFTC reports: Legacy, Disaggregated, Traders in Financial Futures and CIT series covering roughly 100-plus markets a week across CME, CBOT, ICE, COMEX and Coinbase Derivatives. Quants build sentiment and crowding factors from non-commercial versus commercial splits, confident because reports print unrevised every Friday at 3:30 pm ET going back to 1986.
See the rows before you commit
Any catch on this board, sampled against your own question. API, files, or your warehouse. Daily, weekly, or hourly..