{"adoption": {"forks": 4436, "observed_at": "2026-08-28T04:11:09.710010+00:00", "stars": 15366}, "canonical_url": "https://ross.abutalabs.com/products/tushare", "card": {"archived": false, "artifact_type": "library", "description": "TuShare is a utility for crawling historical data of China stocks", "domain": ["fintech", "data-science"], "enriched": true, "function": ["web-scraping", "data-science", "etl"], "health_score": 20, "homepage": null, "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["waditu/tushare"], "name": "waditu/tushare", "platform": ["python"], "pushed_at": "2024-03-13T14:31:20+00:00", "repo": "waditu/tushare", "stars": 15366, "tags": ["china-stocks", "stock-data", "pandas", "financial-data", "market-data", "quantitative-analysis", "realtime-quotes", "finance"], "topics": ["python", "finance", "fintech", "stock-market", "stock-data", "tushare", "pandas", "realtime-quotes-data"], "urls": [], "use_cases": ["download historical china stock price data in python", "get realtime stock quotes for chinese a-shares", "fetch stock k-line data as a pandas dataframe", "build a quant backtesting dataset for china markets", "crawl futures and stock market data for analysis", "get moving averages and turnover data for a ticker"], "what_it_is": "TuShare is a Python library for crawling, cleaning, and storing historical and realtime financial data for China stocks and futures. It provides simple pandas-based interfaces for quantitative analysts and data learners to fetch market data.", "when_to_avoid": ["you need non-chinese or global market data", "you want actively developed features - tushare pro is the successor and this classic version is in maintenance", "you need guaranteed data availability without a token or paid tier"], "when_to_choose": ["you need china a-share or futures market data in python", "you want pandas dataframes of historical prices with minimal setup", "you are a quant analyst or student needing free financial data access"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/tushare", "repo": "waditu/tushare", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:09.710010+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:06:21.139031+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4321616e165c3b16b95ee624d13d7de9c013e205b82f5313ca2879f28a6c1a2b", "fetched_at": "2026-08-28T04:11:09.710010+00:00", "kind": "readme", "missing": false, "url": "https://github.com/waditu/tushare"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4256, "days_push": 903, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}