Data Sources
Mainstream data sources used in quant research, filterable by market coverage and data type. Sources marked “✓ Integrated” work directly in the Quant Data Fetch desktop app, landing into a local DuckDB; the rest are listed for reference.
Tushare
✓ IntegratedChinaGeneralFree + paid tiersThe most comprehensive commercial data source for Chinese markets: A-shares, HK stocks, futures, fundamentals and macro. Some advanced endpoints require points.
Yahoo Finance
✓ IntegratedGlobalGeneralFreeNo API keyA free global data source with no API key required, covering daily bars for US stocks, ETFs, crypto and forex — zero friction to get started.
FRED
✓ IntegratedUSMacroFreeThe Federal Reserve's official economic database. A free key unlocks 800,000+ macro and rate time series — the gold standard for free macro data.
Binance
✓ IntegratedCryptoCryptoFreeNo API keyThe world's largest crypto exchange. Download spot, USD-margined and coin-margined perpetual candles plus funding rates across multiple timeframes — no key required.
Alpha Vantage
USStocksFree + paid tiersReal-time and historical market-data APIs for US stocks, forex and crypto. The free tier is rate-limited, a key is available on sign-up, and it suits individuals getting started with quant research.
Polygon.io
USGeneralFree + paid tiersA professional-grade market-data API for US stocks, options, forex and crypto, offering both tick-level and aggregated data. The free tier is delayed; paid tiers provide full real-time access.
Twelve Data
GlobalGeneralFree + paid tiersA market-data API covering global stocks, forex, crypto and indices, with real-time and historical data plus many technical indicators. The free tier has a daily call cap.
Nasdaq Data Link
GlobalGeneralFree + paid tiersFormerly Quandl, this platform aggregates global stock, futures, macro and alternative datasets — some free, some by paid subscription — accessed via an API and key.
AkShare
ChinaGeneralFreeNo API keyAn open-source Python financial-data library that aggregates public data for A-shares, HK stocks, US stocks, futures and macro. Free, no key required, with active community maintenance.
Baostock
ChinaStocksFreeNo API keyA free securities-data platform offering A-share historical candles, adjustment factors and fundamentals via a Python interface, with no key registration required.
Eastmoney
ChinaGeneralFreeNo API keyOne of China's leading finance portals; its web endpoints provide A-share, fund, futures and capital-flow data — free, no key required — and are commonly used to scrape real-time quotes.
Sina Finance
ChinaStocksFreeNo API keyA veteran finance portal whose public quote endpoints provide real-time prices for A-shares, HK and US stocks. Free, no key required, and widely used by the quant community for its stability and simplicity.
Wind
ChinaGeneralPaidChina's mainstream institutional financial-data terminal, covering the full range of stocks, bonds, futures and macro. The data is authoritative and comprehensive; access requires a paid terminal license and is then used via its interface.
iFinD
ChinaGeneralPaidHithink's institutional-grade financial-data terminal, covering stocks, bonds, futures and macro, with an Excel plugin and an API. Access requires a paid license.
CoinGecko
CryptoCryptoFree + paid tiersA leading crypto data platform providing prices, market caps, volumes and exchange data. The public API is free to use; high-frequency or commercial use requires a key.
OKX
CryptoCryptoFreeNo API keyA major crypto exchange offering public market-data APIs for spot and contracts. Candles, order-book depth and tick data are free to fetch, and the market endpoints need no key.
Coinbase
CryptoCryptoFreeNo API keyA leading US-regulated crypto exchange offering public spot market-data APIs. You can fetch prices, candles and trade data for free, and the market endpoints need no key.
OANDA
GlobalForexFree + paid tiersA well-known forex broker offering real-time and historical market-data APIs for major currency pairs and CFDs. After opening an account, you call it with a token — well suited to forex quant work.
Stooq
GlobalStocksFreeNo API keyA free download site for historical data on global stocks, indices, forex and commodities, with direct CSV export and no key registration — commonly used for bulk data pulls for backtesting.
Want to know how to configure them in the app? See the data source setup docs.