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Facts & statistics

Market facts

Long-run statistics for Taiwan equities, each with its sample period and as_of

Seasonality

Monthly return distributions and hit rates, with sample sizes

Institutional flow

Seasonality in the breadth of institutional net buying

Limit events

How often limit moves happen, and how concentrated they are

Delisting

Delisting counts and survival spans — the basis for avoiding survivorship bias

Rule changes

A timeline of trading-rule changes — the premise for reading historical data

Data & exploration

Dataset catalogue

Every dataset, its coverage, and how often it updates

Playground

Call the API from the browser, without a key

Market today

Today's market at a glance

Stock analysis

The entry point for looking at one instrument

Market heat map

The whole market in one picture — area is market cap, colour is revenue growth

Market calendar

Statutory disclosure deadlines — the day a figure may legally first be known

Platform capabilities

Product overview

What TWMD provides, and who it is built for

Verifiable proof

Signed checkpoints and per-row inclusion proofs

Data quality

Reconciliation, gap handling, and quality status

Methodology

How the figures are computed, and on what basis

Auditable execution

Tie a trading decision back to the data it saw

Connect your broker

Bring TWMD into an existing order and research workflow

Developers

Documentation

API reference, dataset pages, and integration guides

Quick start

Authentication and your first request

Integrate by role

Separate paths for quant research, data engineering, and app development

Connect over MCP

Point an agent straight at TWMD

MCP registry

The published MCP tool list and its signed manifest

Webhooks

Have your system told when data updates

Learn

Blog

Long-form writing on data, method, and market structure

Answers

Specific answers to specific questions, with sources

Topics

Industry chains and thematic relationships

Help centre

Account, billing, and usage questions

Glossary

Definitions for Taiwan-market and data terms

Compare & status

Why TWMD

A point-by-point comparison with FinMind and TEJ

Migrate from FinMind

Field mapping and migration steps

Migrate from FinLab

Field mapping and migration steps

Migrate from TEJ

Field mapping and migration steps

Status

Service availability and incident history

Security & trust

Trust centre

What we claim, and the limits on each claim

Security

Architecture, access control, and incident handling

Security facts

The items you can verify from outside

Security evidence

SBOM, ASVS mapping and threat model — including the three controls we do not meet.

Self-assessment

Item-by-item answers for a procurement questionnaire

Compliance & standards

Compliance mapping

Evidence primitives mapped onto FSB, IOSCO, and SR 26-2

Standards & interop

Term-by-term mapping onto published standards, and where it does not map

Provenance & C2PA

A machine-readable origin graph, fetchable without a key

Licensing

How the data may be used and redistributed

Adoption

Evaluate

Seven checks you can run yourself, without an account

Talk to sales

Enterprise plans, quotas, and contract detail

Pricing
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TW Market Data

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

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© 2026 TW Market Data

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

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中文

AI Agent

  • MCP Server
  • Skills
  • Tool manifest
  • Agent workflow examples
  • Agent benchmark
  • llms.txt
  • OpenAPI spec

Security

  • Security overview
  • Verifiable data
  • Trust Center
  • Standards & Interop
  • Regulatory mapping

Product

  • Datasets
  • Topics
  • Market facts
  • Documentation
  • Integration runbooks
  • Playground (no signup)
  • Free tier
  • Solutions

Company

  • About TWMD
  • Blog
  • Help centre
  • Pricing

Documentation

DASHBOARD

DashboardPricing

FOR AI AGENTS

MCP ServerSkillsllms.txtTool manifestOpenAPI SpecAgent workflow examples

OVERVIEW

OverviewQuick startAuthenticationSource policyData gradesData lineageMarket coverage

DATA APIS

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.

Overview

Data lineage

Official public sources first, so every Taiwan market row traces back to its source, its processing and the API response it came out of.

Where the documentation starts

The left-hand navigation lists every dataset, and Quick Start walks through building a first request. For agents and internal tools that need to read the documentation programmatically, the OpenAPI spec, llms.txt and the MCP server are the entry points.

Why lineage matters

  • Taiwan market research, backtesting and agent workflows all need a source that can be verified.
  • When the source is opaque, model output, strategy signals and financial analysis become very hard to debug.
  • TW Market Data works official/public-first, treating TWSE, TPEx, MOPS and other official public data as the canonical source. What is claimed publicly today is a TWSE-first verified baseline.
  • Third-party public sites can serve as research comparison material. They are not treated as a production canonical source.

Where the data comes from

Market prices: TWSE daily prices are the verified primary path. TPEx daily prices are currently beta / limited, with historical depth still being filled in. Adjusted prices are not within what we claim as publicly available.

Financials and growth: monthly revenue, income statement, balance sheet and cash flow statement come primarily from MOPS, the Market Observation Post System. Valuation and financial metrics are derived by combining price, share capital, market capitalisation and reported financials.

Chips and capital flow: institutional trading and margin/short data take TWSE and TPEx official public data as the preferred source.

Companies and events: issuer profiles, company announcements, the event calendar, structured events, corporate actions and dividends come from TWSE, TPEx and MOPS official public information, standardised by the platform.

Classification and strategy layers: theme classification, index classification, features, factor-data, time-alignment and screener are layers the platform organises, maps or derives from official data.

How data is processed

  • source fetch
  • raw capture / normalized table
  • validation / schema check
  • external read API
  • response shaping
  • lineage / source_role marking

What lineage guarantees

  • Official sources take precedence.
  • canonical, helper and fallback roles are distinguished.
  • Responses do not return the raw upstream payload.
  • Schema and field stability take precedence.
  • Datasets are graded available-now, preview or not-yet-available.
  • Controlled rollout, so that nothing is promised ahead of what is built.

Questions

To confirm a source, a methodology or an enterprise deployment, contact the TW Market Data team or raise it from the dashboard.

On this page

  • Where the documentation starts
  • Why lineage matters
  • Where the data comes from
  • How data is processed
  • What lineage guarantees
  • Questions