Taiwan Stock Data

Blave Agent can access the following Taiwan stock market data.

Last updated 2026-10

Data source: FinMind, Taiwan Stock Exchange (TWSE), Taipei Exchange (TPEx), Taiwan Futures Exchange (TAIFEX)

Data marked "Public" under Source works on Blave Desktop without an account. Data marked "Blave" is included while your card trial is active, or if you have a cloud machine or the API plan; otherwise it is billed for each clock hour you use it (0.067 USD/hr) — see Blave Agent Pricing and Billing. On a cloud machine all data comes through Blave and is included in the server fee.

Dataset Frequency Since Source
Market Aggregate
TAIEX Daily OHLCDaily1999-01-05 Daily 1999-01-05 Public
Market TurnoverDaily1990-01-04 Daily 1990-01-04 Public
Institutional Net (Market-Wide)DailyPublic 2004-05-03Blave 2004-04-07 Daily 2004-05-032004-04-07 PublicBlave
Market Margin & Short BalanceDaily2001-01-03 Daily 2001-01-03 Public
Price & Technicals
Raw daily OHLCVDailyPublic 2010-01-04Blave 1994-10-01Public source: TWSE-listed stocks from 2010, OTC stocks back to the 1990s; the first fetch takes about 36 seconds per listed stock per year of history Daily 2010-01-041994-10-01 PublicBlave
Dividend-adjusted daily — for backtesting, eliminates ex-dividend distortionDailyPublic 2010-01-04Blave 1994-10-01 Daily 2010-01-041994-10-01 PublicBlave
1-Min Bars1-min2019-01-01 1-min 2019-01-01 Blave
Minute OHLCV (Full History)1m–1d2019-01 1m–1d 2019-01 Blave
Real-Time QuoteReal-time (~10s) Real-time (~10s) — Blave
PE / PB / Dividend YieldDaily2005-10-01 Daily 2005-10-01 Blave
Market CapDaily2004-01-01 Daily 2004-01-01 Blave
Market Cap Ranking (whole market)Daily Daily — Blave
Chip / Positioning
Institutional InvestorsDaily2005-01-01 Daily 2005-01-01 Blave
Margin TradingDaily1994-10-01 Daily 1994-10-01 Blave
Shareholding DistributionWeekly2010-01-01 Weekly 2010-01-01 Blave
Foreign ShareholdingDaily2004-02-01 Daily 2004-02-01 Blave
Securities LendingDaily (multi)2001-05-01 Daily (multi) 2001-05-01 Blave
Gov. Bank TradingDaily (8)2021-06-30 Daily (8) 2021-06-30 Blave
Fundamentals
Income statement — quarterly: revenue, gross profit, operating income, net income, EPSQuarterly1990-03-01 Quarterly 1990-03-01 Blave
Balance sheet — quarterly: cash, total assets, total liabilities, equityQuarterly2011-12-01 Quarterly 2011-12-01 Blave
Cash flow statement — quarterly: operating, investing, financing cash flowsQuarterly2008-06-01 Quarterly 2008-06-01 Blave
Monthly revenue (NTD thousands)Monthly2000-01-01 Monthly 2000-01-01 Blave
Dividend eventsEvent-based1994-10-01 Event-based 1994-10-01 Blave
Broker Branch Data
Broker Branch Search — — Blave
Broker branch buy/sell lot breakdownDaily (single)2021-06-30 Daily (single) 2021-06-30 Blave
Futures & Options
Taiwan Futures (TXF)1dPublic 1998-07-21Blave 2011-01-03Public source: TX from 1998-07-21, MTX from 2001-04-09, TMF from 2024-07-29; day session only before 2017-05-15 1d 1998-07-212011-01-03 PublicBlave
Taiwan Futures (TXF)1m–60m2011-01-03 1m–60m 2011-01-03 Blave
TXF Bid/Ask Volume1m2018-02-22 1m 2018-02-22 Blave
Futures Daily OHLCVDaily (multi)1998-07-01 Daily (multi) 1998-07-01 Blave
Futures InstitutionalDaily (3)Public Most recent three years onlyBlave 2018-06-05Public source covers TX, MTX and TMF only Daily (3) Most recent three years only2018-06-05 PublicBlave
TAIEX Futures Institutional CostDaily2023-10-18Source: TAIFEX institutional data, estimated by Blave Daily 2023-10-18 Blave
Futures Large TradersDaily (3)1998-07-01 Daily (3) 1998-07-01 Blave
Options InstitutionalDaily (6)2018-06-05 Daily (6) 2018-06-05 Blave
Options Large TradersDaily (6)1998-07-01 Daily (6) 1998-07-01 Blave
Options Put/Call RatioDaily2001-12-24 Daily 2001-12-24 Blave
Stock Futures Batch Daily OHLCVDaily (multi)1998-07-01 Daily (multi) 1998-07-01 Blave
Stock Futures OHLCV Symbol Coverage — — Blave
TAIEX Dividend PointsDaily2003-01-02 Daily 2003-01-02 Blave
Other
TWSE Listed Stocks / TPEX OTC StocksDaily Daily — Blave
NewsDaily (multi) Daily (multi) — Blave

Replies and reports that use public Taiwan stock data carry the exchange's source attribution.

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; the three columns sum to the total, and foreign dealers are already included in dealers, not counted again
  • 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)
  • /studio/market/twfutures/carrying_cost/<identity> — Average cost of foreign investors' / investment trusts' / dealers' open TAIEX futures positions, estimated daily from TAIFEX institutional data, with unrealized and realized P&L. TX, MTX and TMF are combined in TX-equivalent contracts (scope=tx counts TX only); cost resets on each monthly settlement day. identity is foreign / investment_trust / dealer
  • 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)
Want other data? Come find us in our Discord community and let us know what you're looking for!
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