{"adoption": {"forks": 245, "observed_at": "2026-08-28T04:07:28.324125+00:00", "stars": 2890}, "canonical_url": "https://ross.abutalabs.com/products/awesome-public-real-time-datasets", "card": {"archived": false, "artifact_type": "dataset", "description": "A list of publicly available datasets with real-time data maintained by the team at bytewax.io", "domain": ["data-science", "big-data", "analytics", "awesome-lists"], "enriched": true, "function": ["streaming", "data-science", "data-visualization"], "health_score": 75, "homepage": "https://bytewax.io", "language": null, "license": "CC0-1.0", "license_family": "permissive", "maturity": "active", "member_repos": ["bytewax/awesome-public-real-time-datasets"], "name": "bytewax/awesome-public-real-time-datasets", "platform": ["cross-platform"], "pushed_at": "2026-07-10T15:05:39+00:00", "repo": "bytewax/awesome-public-real-time-datasets", "stars": 2890, "tags": ["awesome-list", "real-time-data", "datasets", "streaming-data", "curated-list", "websockets", "public-data", "real-time"], "topics": ["data", "streaming", "awesome-list", "data-science", "data-visualization", "datasets", "real-time"], "urls": [], "use_cases": ["find real-time data sources for a streaming project", "discover public websocket APIs for market data", "get sample live data feeds to test stream processing", "find free crypto or stock price streaming APIs", "locate real-time datasets for a data science demo", "find live data sources for building a real-time dashboard"], "what_it_is": "A curated awesome-list of publicly available real-time datasets and streaming data sources, maintained by the Bytewax team. It catalogs free and paid APIs and feeds—accessed via HTTP or WebSockets—across categories like finance, crypto, and more.", "when_to_avoid": ["you need a downloadable static dataset rather than live streams", "you need guaranteed data quality or SLAs from a single provider", "you want processed or cleaned data rather than raw source links"], "when_to_choose": ["you need a starting point for discovering live data feeds", "you want free real-time APIs to prototype streaming pipelines", "you're comparing available real-time data sources across domains"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-public-real-time-datasets", "repo": "bytewax/awesome-public-real-time-datasets", "role": "main", "score": 70}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.324125+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:48:17.123613+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9303ca1fdb88edc3cec413e3951b5f9ec30702945042c64e2790fe80aa589322", "fetched_at": "2026-08-28T04:07:28.324125+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bytewax/awesome-public-real-time-datasets"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 91, "longevity": 85, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1196, "days_push": 54, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 70, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}