datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
china-a-share-1min-ohlcv
China A-Share Equities 1-Minute OHLCV
Minute-level OHLCV bars for exchange-listed Chinese A-share equities. The release uses a stable Parquet schema, one canonical file per instrument, and machine-readable coverage reports.
Dataset summary
This snapshot contains 3,475,824,481 rows for 5,795 instruments across China A-share equities on the Shanghai, Shenzhen, and Beijing exchanges. It covers 2010-01-04 09:30:00 through 2026-08-07 10:21:00. Prices are unadjusted.… See the full description on the dataset page: https://huggingface.co/datasets/neigezhu/china-a-share-1min-ohlcv.china-a-share-l2-level2-limit-order-book-tick-data
China A-Share Level-2 Archive
2017–2026 · Quotes, orders and trades · Parquet
A historical archive of Chinese exchange Level-2 data, supplied through a vendor export.
It includes ten-level quote snapshots, individual order messages and trade-stream records.
The files cover A-share stocks and non-stock instruments such as ETFs and bonds.
“Full-market” describes the export's scope, not a guarantee that every instrument or message is present.
中国证券市场 Level-2… See the full description on the dataset page: https://huggingface.co/datasets/venvoo/china-a-share-l2-level2-limit-order-book-tick-data.a-share-l2-trades
China A-share Level 2 Trades
Canonical Level 2 trade records for China A-shares, stored as one fact table.
Coverage
Date range: 2026-04-01 to 2026-09-24
Trading days: 119
Rows: 18730990496
Parquet files: 842
Compressed local size: 149.49 GiB
Layout
data/l2_trades/
trade_date=YYYY-MM-DD/
code_prefix=00/
part-00000.parquet
code_prefix is ticker[:2]. For example, 000001 -> 00, 300750 -> 30, 600519 -> 60, and 688981 -> 68.
Files are… See the full description on the dataset page: https://huggingface.co/datasets/phields/a-share-l2-trades.a-share-prices
Dataset Card for a-share-prices
Dataset Summary
This is a daily candlestick dataset of A-share 主板 market, covering the period Since January 1, 2005.
It is primarily intended for historical market data research and does not guarantee the frequency of updates for new data.
You can see the latest updated date in the file .last_update_date.
It consists in two files all-prices.csv and calendar.csv.
all-prices.csv is the primary data file(Attention: the prices are 不复权价).… See the full description on the dataset page: https://huggingface.co/datasets/ellendan/a-share-prices.china-a-share-1min-ohlcv
China A-Share Equities 1-Minute OHLCV
Minute-level OHLCV bars for exchange-listed Chinese A-share equities. The release uses a stable Parquet schema, one canonical file per instrument, and machine-readable coverage reports.
Dataset summary
This snapshot contains 3,475,824,481 rows for 5,795 instruments across China A-share equities on the Shanghai, Shenzhen, and Beijing exchanges. It covers 2010-01-04 09:30:00 through 2026-08-07 10:21:00. Prices are unadjusted.… See the full description on the dataset page: https://huggingface.co/datasets/vessel888/china-a-share-1min-ohlcv.quant-a-share-prices
A-share OHLCV Snapshot
Exported at: 2026-04-24T05:26:11.824110Z
Files: 5351 parquet files (*.SH.parquet, *.SZ.parquet, *.BJ.parquet)
Source pipeline: quant-agent download_data.py (akshare primary + yfinance fallback)
a-share-l2-market-depth
China A-share Level 2 Market Depth
Canonical order-event and ten-level snapshot data for China A-shares. Canonical
trade records remain in the separate phields/a-share-l2-trades dataset.
Coverage
Date range: 2026-07-24 to 2026-07-24
Trading days: 1
Table
Rows
Parquet files
Compressed size
l2_orders
249,705,486
10
2.14 GiB
l2_snapshots
20,279,887
4
0.91 GiB
Layout… See the full description on the dataset page: https://huggingface.co/datasets/phields/a-share-l2-market-depth.traderharness-ashare-5y
TraderHarness A-share 5-year dataset
Point-in-time market data for evaluating and training autonomous LLM trading agents with
TraderHarness.
Contents
Full-market daily OHLCV
284,219,844 canonical 5-minute bars partitioned by year
Announcement titles, policy news, fundamentals, valuation, dividends, and CSI 300
Entity templates used by TraderHarness's deterministic runtime company mask
SHA-256 release manifest for verified, atomic installation
Install the… See the full description on the dataset page: https://huggingface.co/datasets/ANTICH/traderharness-ashare-5y.AShareTickData
Mirro-Ex Shanghai/Shenzhen L1 and L2 Market Data
中文
数据集简介
本数据集包含上海、深圳 A 股市场的 L2 逐笔数据和对应的 L1 五档行情快照，可用于市场回放、订单簿重建、L1/L2 对齐验
证和高频数据研究。
数据按交易日期和证券代码组织，证券代码使用统一格式：
.XSHG 表示上海证券交易所
.XSHE 表示深圳证券交易所
数据内容
本数据集包含两类数据：
L2 逐笔数据
包括逐笔委托和逐笔成交数据。
可用于按消息序号或时间顺序重建订单簿。
逐笔委托记录订单提交、撤单等事件。
逐笔成交记录成交价格、成交数量、买卖方订单编号和成交类型等信息。
L1 五档行情快照
包含买一到买五、卖一到卖五的价格和数量。
每行代表一个行情快照。
可作为订单簿重建结果的参考基准，用于一致性分析和误差检查。
覆盖范围
当前数据覆盖 2026-05-06 至 2026-05-29… See the full description on the dataset page: https://huggingface.co/datasets/cooronxon/AShareTickData.ashare_1minAshare-eventschina-a-share-zipLOBench-A-share-processeda-share-qlib-context-600809
A-share qlib Context Data for 600809.SH
This dataset is prepared from qlib-compatible data, especially the community data source chenditc/investment_data recommended by qlib while the official CN dataset is unavailable.
Source reference: https://github.com/chenditc/investment_data
Coverage
Stock: 600809.SH
Benchmark: 000300.SH
Date range exported: 20250102 to 20260424
Tables
data/qlib_daily: raw daily qlib fields available for the stock, such as open, high… See the full description on the dataset page: https://huggingface.co/datasets/kangkangchen/a-share-qlib-context-600809.a-share-21
Dataset Card for a-share-21
Dataset Summary
This is a daily candlestick dataset of A-share market, covering the period from January 1, 2021, to Feb 27, 2025.
It is primarily intended for historical market data research and does not guarantee the frequency of updates for new data.Attention: the prices are 前复权价. 包含“深交所”+“上交所”的股票。
KS_Ashare_announce_NER
Dataset Card for "KS_Ashare_announce_NER"
More Information needed
a-share-prices
Dataset Card for a-share-prices
Dataset Summary
This is a daily candlestick dataset of A-share 主板 market, covering the period Since January 1, 2005.
It is primarily intended for historical market data research and does not guarantee the frequency of updates for new data.
You can see the latest updated date in the file .last_update_date.
It consists in two files all-prices.csv and calendar.csv.
all-prices.csv is the primary data file(Attention: the prices are 不复权价).… See the full description on the dataset page: https://huggingface.co/datasets/finnich/a-share-prices.africa-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell
Labour income share as a percent of GDP -- ILO modelled estimates, Nov. 2025 (%) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell.asia-ilo-sdg-1041-noc-rt-sdg-indicator-10-4-1-labour-income-share-as-a-perc
SDG indicator 10.4.1 - Labour income share as a percent of GDP (%) | Asia (ILOSTAT)
🌏 1,120 observations · 49 Asia countries · 2004–2026 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,120 observations of Income and pay inequality data across 49 Asia countries, spanning 2004–2026, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-sdg-1041-noc-rt-sdg-indicator-10-4-1-labour-income-share-as-a-perc.europe-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell
Labour income share as a percent of GDP -- ILO modelled estimates, Nov. 2025 (%) | Europe (ILOSTAT)
🇪🇺 892 observations · 39 Europe countries · 2004–2026 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 892 observations of Income and pay inequality data across 39 Europe countries, spanning 2004–2026, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell.A-share-market_ETF-daily-dataA-sharesasia-owid-net-food-trade-as-a-share-of-domestic-supply
Net Food Trade As A Share Of Domestic Supply | Asia (Our World in Data)
🌏 2,441 observations · 47 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,441 observations of Net Food Trade As A Share Of Domestic Supply data across 47 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Net Food Trade As A Share Of Domestic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-net-food-trade-as-a-share-of-domestic-supply.africa-government-expenditure-sdg-2-a-1-agriculture-value-added-share-of-gdp
Government Expenditure — SDG 2.a.1: Agriculture value added share of GDP | Africa (FAOSTAT) | Africa (United Nations SDG data)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-government-expenditure-sdg-2-a-1-agriculture-value-added-share-of-gdp.FinRL-Ashare-Stock-Dataafrica-owid-agricultural-water-as-a-share-of-total-water-withdrawals
Agricultural Water As A Share Of Total Water Withdrawals | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-agricultural-water-as-a-share-of-total-water-withdrawals.asia-owid-military-personnel-as-a-share-of-total-population
Military Personnel As A Share Of Total Population | Asia (Our World in Data)
🌏 3,139 observations · 48 Asia countries · 1816–2016 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,139 observations of Military Personnel As A Share Of Total Population data across 48 Asia countries, spanning 1816–2016.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Personnel As A Share Of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-military-personnel-as-a-share-of-total-population.a-share-finance-data
A-Share Finance Data
中国 A 股研究数据集，包含个股日线行情、股票基础信息、交易日历、宽表价格面板、申万行业分类、概念分类以及 TickFlow 市场与指数成分数据。
本数据集采用 Gated Access。访问申请由仓库所有者手动审批。
目录结构
路径
内容
daily_kline/
按证券代码拆分的日线行情 CSV，共 5,466 个文件
stock_basic.csv
股票代码、名称、地区、行业、上市日期等基础信息
trade_cal.csv
交易日历
stock_price_panel.csv
收盘价宽表，行为日期、列为证券代码
stock_price_panel.parquet
收盘价宽表的 Parquet 版本
shenwan_industry_members.csv
申万一至三级行业及其股票成员
pywencai_concepts/
A 股概念分类、概念成员及汇总数据
tickflow/
沪深京 A 股证券主数据及按交易所拆分的数据… See the full description on the dataset page: https://huggingface.co/datasets/Chream/a-share-finance-data.A-Share_Stock_Market2020-2022ashare-tick