Taiwan Stock Data

Blave Agent can access the following Taiwan stock market data.

Last updated 2026-08

Data source: FinMind

Dataset Frequency Since
Market Aggregate
TAIEX Daily OHLCDaily1999-01-05
Market TurnoverDaily1990-01-04
Institutional Net (Market-Wide)Daily2004-04-07
Market Margin & Short BalanceDaily2001-01-03
Price & Technicals
Raw daily OHLCVDaily1994-10-01
Dividend-adjusted daily — for backtesting, eliminates ex-dividend distortionDaily1994-10-01
1-Min Bars1-min2019-01-01
Minute OHLCV (Full History)1m–1d2019-01
Real-Time QuoteReal-time (~10s)—
PE / PB / Dividend YieldDaily2005-10-01
Market CapDaily2004-01-01
Market Cap Ranking (whole market)Daily—
Chip / Positioning
Institutional InvestorsDaily2005-01-01
Margin TradingDaily1994-10-01
Shareholding DistributionWeekly2010-01-01
Foreign ShareholdingDaily2004-02-01
Securities LendingDaily (multi)2001-05-01
Gov. Bank TradingDaily (8)2021-06-30
Fundamentals
Income statement — quarterly: revenue, gross profit, operating income, net income, EPSQuarterly1990-03-01
Balance sheet — quarterly: cash, total assets, total liabilities, equityQuarterly2011-12-01
Cash flow statement — quarterly: operating, investing, financing cash flowsQuarterly2008-06-01
Monthly revenue (NTD thousands)Monthly2000-01-01
Dividend eventsEvent-based1994-10-01
Broker Branch Data
Broker Branch Search——
Broker branch buy/sell lot breakdownDaily (single)2021-06-30
Futures & Options
Taiwan Futures (TXF)1d2011-01-03
Taiwan Futures (TXF)1m–60m2011-01-03
TXF Bid/Ask Volume1m2018-02-22
Futures Daily OHLCVDaily (multi)1998-07-01
Futures InstitutionalDaily (3)2018-06-05
Futures Large TradersDaily (3)1998-07-01
Options InstitutionalDaily (6)2018-06-05
Options Large TradersDaily (6)1998-07-01
Options Put/Call RatioDaily2001-12-24
Stock Futures Batch Daily OHLCVDaily (multi)1998-07-01
Stock Futures OHLCV Symbol Coverage——
TAIEX Dividend PointsDaily2003-01-02
Other
TWSE Listed Stocks / TPEX OTC StocksDaily—
NewsDaily (multi)—
Batch multi-stock queries Ten datasets support batch queries — raw daily OHLCV, adjusted daily, PE / PB / dividend yield, institutional investors, shareholding distribution, foreign shareholding, income statement, balance sheet, monthly revenue, and dividend events — up to 50 stocks per call, same fields as the single-stock datasets. Always use batch for multi-stock screening; querying stocks one by one gets rate-limited. Stocks listed under failed hit a server-side fetch error (rate limit or upstream error) — retry them; only a stock in neither the data nor failed truly has no data.

Market Aggregate

  • TAIEX — daily open / high / low / close of the capitalization-weighted index
  • Market-wide turnover — volume shares traded, value turnover amount (NTD), trades transaction count
  • Institutional net buy/sell, market-wide total — net amount (NTD), split into foreign investors / investment trusts / dealers / total; foreign dealers are counted under dealers
  • Market-wide margin & short balance — margin balance and previous-day balance (lots), margin amount (NTD), short balance and previous-day balance (lots)

Price & Technicals

  • Raw daily OHLCV
  • Dividend-adjusted daily — for backtesting, eliminates ex-dividend distortion
  • 1-min bars (OHLCV, up to 31 days)
  • Minute OHLCV (full history) — 1m / 5m / 15m / 30m / 60m / 1d schemas, from 2019-01 (official FinMind data); real-time intraday (subscribed on demand), corrected with official data after each daily close. Volume is in lots (1,000 shares).
  • Real-time last-quote snapshot: current price, best bid/ask, and today's OHLC so far. Refreshes approximately every 10 seconds during market and post-market sessions.
  • PE / PB / Dividend Yield
  • Market Cap (NTD)
  • Market cap ranking snapshot: all ~2,400 TWSE + TPEx stocks and ETFs sorted by market cap, updated daily at EOD — grab the top-10 heavyweights or a top-N universe in one call

Chip / Positioning

  • Foreign Investors — daily net buy/sell (lots)
  • Investment Trust — daily net buy/sell (lots)
  • Dealer — proprietary trading + hedging
  • Margin buy, margin sell, margin balance, margin limit, margin cash repayment
  • Short sell, short buy-back, short balance, short limit, short stock repayment
  • Shareholding bracket (level) — range for each bracket
  • Count (people) — number of shareholders in this bracket
  • Holdings (unit) — total lots held in this bracket
  • Share ratio (percent) — fraction of total float
  • Foreign shareholding ratio / remaining investable shares
  • Securities lending transactions (auction / negotiated, multiple per day)
  • Gov. bank buy/sell (8 rows/day, up to 31 days)

Fundamentals

  • Income statement — quarterly: revenue, gross profit, operating income, net income, EPS
  • Balance sheet — quarterly: cash, total assets, total liabilities, equity
  • Cash flow statement — quarterly: operating, investing, financing cash flows
  • Monthly revenue (NTD thousands)
  • Includes month and year fields for computing MoM and YoY growth
  • Dividend events — per-stock payout policy: record date, announcement date, ex-dividend / ex-rights date, payment date, cash and stock dividends

Broker Branch Data

  • Any stock code, any trading day
  • Broker branch buy/sell lot breakdown

Futures & Options

  • TXF — TAIEX Futures (front-month continuous contract; daily and intraday bars from 2011-01-03)
  • TXF bid/ask volume — bid_vol (seller-initiated) / ask_vol (buyer-initiated) / total_vol, 1-min bars, day + night sessions, from 2018-02-22
  • Futures daily OHLCV (TX / MTX / TE / TF, all contract months + position / after_market)
  • Futures institutional investors (dealers / investment trusts / foreign investors)
  • Futures large traders (week / front-month / all contracts)
  • Options institutional (3 institutions × call / put)
  • Options large traders (call / put × week / front-month / all)
  • Put/Call open interest ratio — pcr column, daily, from TAIFEX, from 2001-12-24
  • Batch/parallel daily OHLCV for stock futures (up to 250 ids per call) — same fields as Futures Daily OHLCV, scoped to individual stock futures
  • List of symbols with intraday OHLCV coverage — always includes TXF, plus whichever stock futures currently have backfilled Shioaji minute-line data (a growing subset of the 231 total stock futures). Check this before calling the OHLCV endpoint on a stock future, instead of trial-and-erroring against its 400 error.
  • TAIEX Dividend Points — Daily index points lost to ex-dividend drops — realized (since 2003) plus an estimate for the next 120 days; mainly for correcting the basis in TXF premium / discount strategies.

Other

  • All listed stock codes and names
  • P/E ratio, dividend yield, P/B ratio
  • Daily OHLC, volume, trade count
  • Trading suspension / resumption status
  • All OTC stock codes and names
  • Daily price quote, volume and trade value
  • Taiwan stock news (up to 31 days, multiple articles/day)
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