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TW Market Data

Taiwan market-data infrastructure, built for AI agents and quantitative workflows.

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TW Market Data (TWMD) provides historical data and statistics, not investment advice; investment decisions and their risks are your own.

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DASHBOARD

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FOR AI AGENTS

MCP ServerSkillsllms.txtTool manifestOpenAPI SpecAgent workflow examples

OVERVIEW

OverviewQuick startAuthenticationSource policyData gradesData lineageMarket coverage

DATA APIS

Convertible Bond OverviewConvertible Bond Institutional FlowConvertible Bond Custody (Monthly)Options settlement priceOptions Daily DeltaFutures market (daily)Options (daily)Options Put/Call RatioTAIFEX institutional flowTAIFEX final settlement priceTAIEX ATM Implied VolatilityFutures Daily ContextConvertible-bond reference

GUIDES

How to get the 3 financial statementsHow to read institutional flowsHow to check market statusHow to wire a strategy / AI agent

SDKS

Release statusPython SDKJavaScript / TypeScript SDK

Building an AI agent? Start with /llms.txt for the full site index.

Derivatives & Convertibles

TAIFEX institutional flow

TAIFEX institutional trading — daily net positions of the three major institutional investor groups in listed futures and options.

← TAIFEX institutional flow overview

Source: TAIFEX·GET /v2/datasets/taifex-institutional-flow

TAIFEX institutional flow is a Taiwan market dataset sourced from TAIFEX, served by TW Market Data as GET /v2/datasets/taifex-institutional-flow.

Overview

taifex-institutional-flow returns one row per contract per trading day with the foreign, investment-trust and dealer net positions from the official TAIFEX institutional-trading report. Rows carry their source role so a figure is traceable to the exchange report rather than taken on trust.

Coverage

Measured database state — present in the table, NOT yet served. These are not purchasable coverage figures: the endpoint is not open, so nothing below can be queried today.

Rows50,946
Window2023-07-03 – 2026-09-04
GradeVerified
Measured2026-09-04from the dataset registry

Licence and attribution

Part of the data in this service is obtained from the Government Open Data Platform (data.gov.tw) and used under the Open Government Data License, version 1.0. Providing agencies: Taiwan Stock Exchange, Taipei Exchange, Taiwan Futures Exchange, Taiwan Depository & Clearing Corporation, National Development Council, Central Bank of the Republic of China (Taiwan), Department of Statistics of the Ministry of Economic Affairs, and Customs Administration of the Ministry of Finance. The value-added processing, derived calculations and presentation in this service are the responsibility of TWMD and are not associated with the providing agencies.

Cite this dataset

TW Market Data. (n.d.). TAIFEX institutional flow [Data set]. TW Market Data. Retrieved 2026-09-05, from https://twmarketdata.com/en/docs/api/derivatives/taifex-institutional-flow

The version is the dataset's own as_of, not the date this page was built. Where we have no as_of the field is left out rather than filled in. Check a signature

Getting started

  1. Put your key in the X-API-Key header.
  2. Add query parameters (symbol, date range, limit).
  3. Send the request and read the returned payload.
curl "https://api.twmarketdata.com/v2/datasets/taifex-institutional-flow" \
-H "X-API-Key: sk_live_..."

Filtering

ParameterRequiredTypeDescription
symbolYesstringTicker, e.g. 2330.
start_dateNostring (YYYY-MM-DD)Start of the query range.
end_dateNostring (YYYY-MM-DD)End of the query range.
limitNointegerMaximum rows to return.

Python

import requests

resp = requests.get(
"https://api.twmarketdata.com/v2/datasets/taifex-institutional-flow",
params={},
headers={"X-API-Key": "sk_live_..."},
)
resp.raise_for_status()
print(resp.json())

OpenAPI

This endpoint is GET /v2/datasets/taifex-institutional-flow. The full machine-readable schema (parameters, security, response envelope) lives in the OpenAPI spec.

Notes & limitations

  • This page is published so the endpoint is documented. Its live numbers are deliberately left blank until they are measured from an entitled key — no placeholder values are shown.

Request & Response

Request
curl "https://api.twmarketdata.com/v2/datasets/taifex-institutional-flow?symbol=2330&start_date=2026-01-01&end_date=2026-06-30&limit=5" \
-H "X-API-Key: $TWMD_API_KEY"