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EN儀表板

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文件總覽

DASHBOARD

儀表板定價

FOR AI AGENTS

MCP Serverllms.txt工具清單OpenAPI SpecAgent 工作流範例
Webhooks建置中

OVERVIEW

總覽快速開始認證來源政策資料分級資料血緣市場覆蓋

DATA APIS

三大法人買賣借券資料董監持股股權分散法人市場匯總增強融資融券現股當沖暫停融資融券整體融資融券匯總籌碼流向

GUIDES

如何取得財報三表如何查三大法人籌碼如何看市場狀態如何接策略・AI Agent

SDKS

Release StatusPython SDKJavaScript / TypeScript SDK

AI agent?先讀 /llms.txt 取得全站索引。

籌碼與資金

增強融資融券

增強融資融券,在官方 TWSE 信用交易數字之上預先計算使用率與日變動。

衍生來源: TWSE·方案: pro·計費: 3 點·GET /v2/datasets/margin-short-enhanced

總覽

margin-short-enhanced 為推導型資料集:以官方 TWSE 融資與融券餘額為基礎,附上原本需自行計算的使用率與日變動。lineage 欄位回指底層信用交易報表,基準餘額可稽核。

欄位型別說明
symbolstring股票代碼。
datestring交易日。
margin_balancenumber融資餘額(股)。
margin_utilizationnumber融資餘額占融資限額比率(0-1)。
margin_changenumber融資餘額日變動(股)。
short_margin_rationumber券資比(融券餘額占融資餘額比值)。
source_rolestring正規來源角色(derived_twse_margin_enhanced)。

涵蓋範圍

列數7,798,493
涵蓋起訖2000-11-28 至 2026-07-09
分級衍生

範例回應

此為本端點的真實回應。資料列位於 "envelope.data" 之下,來源資訊如下方所示;各資料集形狀不盡相同,請以本頁為準。

{  "api_version": "v2",  "endpoint": "/v2/datasets/margin-short-enhanced",  "request_id": "req_36b76b1d40b7",  "plan_id": "enterprise",  "dataset": "margin_short",  "query": {    "ticker": "2330",    "date_from": null,    "date_to": null,    "limit": 50,    "offset": 0,    "sort_by": "trade_date",    "sort_order": "desc"  },  "meta": {    "rows_returned": 50,    "mandatory_contract_fields_present": [      "api_version",      "data",      "data_as_of"    ],    "plan": "enterprise",    "row_limit": 100000,    "is_limited": false  },  "envelope": {    "api_version": "v2",    "dataset": "margin_short",    "dataset_version": "v2.0.0-preview",    "release_version": "v2.2026-07-09.preview",    "release_date": "2026-07-09",    "data_as_of": "2026-07-09",    "request_context": {      "ticker": "2330",      "as_of_date": "2026-07-09",      "family": "chip_deep",      "field_group_type": "derived",      "dataset_view": "margin_short_enhanced_v1",      "supported_sort_by": [        "trade_date"      ],      "supported_filter_fields": [        "ticker",        "date_from",        "date_to"      ]    },    "data": [      {        "ticker": "2330",        "market": "TWSE",        "trade_date": "2026-07-09",        "margin_balance": 33061,        "short_balance": 71,        "margin_balance_change": 778,        "short_balance_change": -14,        "margin_usage_ratio": 0.997857,        "short_usage_ratio": 0.002143,        "margin_buy": 1064,        "margin_sell": 272,        "short_sell": 14,        "short_cover": 0,        "securities_lending_balance": null,        "securities_lending_change": null,        "provider": "twse_official",        "source_role": "official_twse_mi_margn",        "lineage": {          "feeds": [            "margin_trading_daily",            "short_selling_daily"          ],          "merged_from": "margin_short_daily",          "transformation_version": "margin_short_deep_merge_v1"        },        "data_gaps": [],        "updated_at": "2026-07-14T14:03:17.715986"      },      {        "ticker": "2330",        "market": "TWSE",        "trade_date": "2026-07-08",        "margin_balance": 32283,        "short_balance": 85,        "margin_balance_change": -259,        "short_balance_change": -4,        "margin_usage_ratio": 0.997374,        "short_usage_ratio": 0.002626,        "margin_buy": 807,        "margin_sell": 829,        "short_sell": 8,        "short_cover": 4,        "securities_lending_balance": null,        "securities_lending_change": null,        "provider": "twse_official",        "source_role": "official_twse_mi_margn",        "lineage": {          "feeds": [            "margin_trading_daily",            "short_selling_daily"          ],          "merged_from": "margin_short_daily",          "transformation_version": "margin_short_deep_merge_v1"        },        "data_gaps": [],        "updated_at": "2026-07-14T14:03:17.715986"      }    ],    "quality": {      "freshness_state": "fresh",      "freshness_as_of": "2026-07-09",      "completeness_ratio": 1,      "quality_status": "ready"    },    "lineage": {      "source_role": "canonical",      "selected_source": "twse_official",      "fallback_chain": [        "tpex_official",        "data_gov_mirror"      ],      "policy_notes": [        "official/public-first canonical",        "margin_short enhanced product rows derived from chip_deep margin/short/lending canonical payloads",        "unstable fields excluded from public contract (scores/signals/custom factors)"      ]    },    "error": {      "error_code": null,      "error_message": null,      "dataset": "margin_short",      "request_id": "read-api-d78cfcbeec22",      "blocking_gate": null    }  }}

擷取自 2026-07-20 的線上 API。

快速開始

  1. 把你的金鑰放進 X-API-Key 標頭。
  2. 加上查詢參數(symbol、日期區間、limit)。
  3. 送出請求並讀取 envelope.data 陣列。
curl "https://api.twmarketdata.com/v2/datasets/margin-short-enhanced?symbol=2330" \  -H "X-API-Key: sk_live_..."

篩選參數

參數必填型別說明
symbol是string股票代碼,例如 2330。
start_date否string (YYYY-MM-DD)查詢起始日期。
end_date否string (YYYY-MM-DD)查詢結束日期。
limit否integer回傳筆數上限。

Python 範例

第一個呼叫:

import requests resp = requests.get(    "https://api.twmarketdata.com/v2/datasets/margin-short-enhanced",    params={"symbol": "2330"},    headers={"X-API-Key": "sk_live_..."},)resp.raise_for_status()print(resp.json()["envelope"]["data"])

帶日期區間篩選:

import requests # The full verified example — the same call with every supported filter set.resp = requests.get(    "https://api.twmarketdata.com/v2/datasets/margin-short-enhanced",    params={"symbol": "2330"},    headers={"X-API-Key": "sk_live_..."},)resp.raise_for_status()for row in resp.json()["envelope"]["data"]:    print(row)

OpenAPI

此端點為 GET /v2/datasets/margin-short-enhanced。完整機器可讀 schema(參數、認證、回應封裝)見 OpenAPI spec。

備註與限制

  • 推導而非官方揭露:使用率與變動由官方 TWSE 融資餘額計算,會承接基礎報表的部分涵蓋——僅在底層餘額存在時才有指標值。

請求與回應

請求

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

以 X-API-Key 標頭認證,使用儀表板發放的 sk_live_ 金鑰。

回應

JSON
{  "api_version": "v2",  "endpoint": "/v2/datasets/margin-short-enhanced",  "request_id": "req_36b76b1d40b7",  "plan_id": "enterprise",  "dataset": "margin_short",  "query": {    "ticker": "2330",    "date_from": null,    "date_to": null,    "limit": 50,    "offset": 0,    "sort_by": "trade_date",    "sort_order": "desc"  },  "meta": {    "rows_returned": 50,    "mandatory_contract_fields_present": [      "api_version",      "data",      "data_as_of"    ],    "plan": "enterprise",    "row_limit": 100000,    "is_limited": false  },  "envelope": {    "api_version": "v2",    "dataset": "margin_short",    "dataset_version": "v2.0.0-preview",    "release_version": "v2.2026-07-09.preview",    "release_date": "2026-07-09",    "data_as_of": "2026-07-09",    "request_context": {      "ticker": "2330",      "as_of_date": "2026-07-09",      "family": "chip_deep",      "field_group_type": "derived",      "dataset_view": "margin_short_enhanced_v1",      "supported_sort_by": [        "trade_date"      ],      "supported_filter_fields": [        "ticker",        "date_from",        "date_to"      ]    },    "data": [      {        "ticker": "2330",        "market": "TWSE",        "trade_date": "2026-07-09",        "margin_balance": 33061,        "short_balance": 71,        "margin_balance_change": 778,        "short_balance_change": -14,        "margin_usage_ratio": 0.997857,        "short_usage_ratio": 0.002143,        "margin_buy": 1064,        "margin_sell": 272,        "short_sell": 14,        "short_cover": 0,        "securities_lending_balance": null,        "securities_lending_change": null,        "provider": "twse_official",        "source_role": "official_twse_mi_margn",        "lineage": {          "feeds": [            "margin_trading_daily",            "short_selling_daily"          ],          "merged_from": "margin_short_daily",          "transformation_version": "margin_short_deep_merge_v1"        },        "data_gaps": [],        "updated_at": "2026-07-14T14:03:17.715986"      },      {        "ticker": "2330",        "market": "TWSE",        "trade_date": "2026-07-08",        "margin_balance": 32283,        "short_balance": 85,        "margin_balance_change": -259,        "short_balance_change": -4,        "margin_usage_ratio": 0.997374,        "short_usage_ratio": 0.002626,        "margin_buy": 807,        "margin_sell": 829,        "short_sell": 8,        "short_cover": 4,        "securities_lending_balance": null,        "securities_lending_change": null,        "provider": "twse_official",        "source_role": "official_twse_mi_margn",        "lineage": {          "feeds": [            "margin_trading_daily",            "short_selling_daily"          ],          "merged_from": "margin_short_daily",          "transformation_version": "margin_short_deep_merge_v1"        },        "data_gaps": [],        "updated_at": "2026-07-14T14:03:17.715986"      }    ],    "quality": {      "freshness_state": "fresh",      "freshness_as_of": "2026-07-09",      "completeness_ratio": 1,      "quality_status": "ready"    },    "lineage": {      "source_role": "canonical",      "selected_source": "twse_official",      "fallback_chain": [        "tpex_official",        "data_gov_mirror"      ],      "policy_notes": [        "official/public-first canonical",        "margin_short enhanced product rows derived from chip_deep margin/short/lending canonical payloads",        "unstable fields excluded from public contract (scores/signals/custom factors)"      ]    },    "error": {      "error_code": null,      "error_message": null,      "dataset": "margin_short",      "request_id": "read-api-d78cfcbeec22",      "blocking_gate": null    }  }}

擷取自對此端點的真實呼叫,非手寫。

此資料集的資料列在 "envelope.data" 之下。各資料集的信封不同,請以本頁為準,勿沿用其他頁的形狀。

本頁的分級徽章屬文件分級,並非回應欄位。