{"adoption": {"forks": 779, "observed_at": "2026-08-28T04:09:02.078162+00:00", "stars": 4898}, "canonical_url": "https://ross.abutalabs.com/products/alpha_vantage", "card": {"archived": false, "artifact_type": "library", "description": "A python wrapper for Alpha Vantage API for financial data.", "domain": ["fintech", "data-science", "apis"], "enriched": true, "function": ["http-client", "data-science", "sdk"], "health_score": 85, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["RomelTorres/alpha_vantage"], "name": "RomelTorres/alpha_vantage", "platform": ["python"], "pushed_at": "2026-07-26T20:31:57+00:00", "repo": "RomelTorres/alpha_vantage", "stars": 4898, "tags": ["alpha-vantage", "api-wrapper", "financial-data", "stocks", "cryptocurrency", "pandas", "asyncio"], "topics": ["alpha-vantage", "pandas", "financial-data", "python", "stock", "alphavantage", "json", "finance", "api-wrapper", "cryptocurrency", "bitcoin"], "urls": [], "use_cases": ["fetch historical stock prices in python", "get cryptocurrency data like bitcoin prices", "download stock fundamentals into a pandas dataframe", "query technical indicators for trading strategies", "pull forex and economic indicator data", "migrate from IEX Cloud to Alpha Vantage"], "what_it_is": "A Python wrapper library for the Alpha Vantage API providing access to stock, cryptocurrency, forex, fundamental, technical indicator, and economic data in JSON or pandas DataFrame format. It supports both synchronous and asyncio calls and requires a free Alpha Vantage API key.", "when_to_avoid": ["you need a data source other than Alpha Vantage", "you need a code-less or spreadsheet-based solution", "you require guaranteed real-time data beyond Alpha Vantage's free tier limits"], "when_to_choose": ["you want a simple Pythonic interface to Alpha Vantage endpoints", "you need data returned as pandas DataFrames for analysis", "you want asyncio support for concurrent API calls"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/alpha_vantage", "repo": "RomelTorres/alpha_vantage", "role": "main", "score": 65}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:02.078162+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:18:09.700222+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2aa34a05d3d34e1271ca35fd82dfb670cd9f5aaf47f4cdf5d5eaccc0ff57ee", "fetched_at": "2026-08-28T04:09:02.078162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RomelTorres/alpha_vantage"}, {"content_hash": "f9db89166b06c4b7d9d7c8670a94144e6e18e6eb047675228f88c6b53a41fde5", "fetched_at": "2026-08-29T09:00:18.723602+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/alpha_vantage/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 94, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3413, "days_push": 38, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 65, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}