{"adoption": {"forks": 436, "observed_at": "2026-08-28T04:06:29.641387+00:00", "stars": 2239}, "canonical_url": "https://ross.abutalabs.com/products/the-python-graph-gallery", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A website displaying hundreds of charts made with Python", "domain": ["data-visualization", "tutorials", "education", "data-science"], "enriched": true, "function": ["data-visualization", "charts", "documentation"], "health_score": 79, "homepage": "https://www.python-graph-gallery.com", "language": "HTML", "license": "0BSD", "license_family": "permissive", "maturity": "active", "member_repos": ["holtzy/The-Python-Graph-Gallery"], "name": "holtzy/The-Python-Graph-Gallery", "platform": ["python"], "pushed_at": "2026-08-19T01:21:47+00:00", "repo": "holtzy/The-Python-Graph-Gallery", "stars": 2239, "tags": ["matplotlib", "seaborn", "chart-examples", "gatsby", "jupyter-notebooks", "gallery", "web", "nodejs"], "topics": [], "urls": [], "use_cases": ["find example code for making a heatmap in python", "learn how to build a sankey diagram with matplotlib", "tutorial for creating a violin plot with seaborn", "copy reproducible code for a treemap chart", "learn data visualization in python from beginner examples", "find chart types for showing part-of-a-whole relationships"], "what_it_is": "The Python Graph Gallery is a website showcasing hundreds of Python-made charts, organized into ~40 sections following the data-to-viz classification, each with reproducible code and explanations. This repository contains the Gatsby-based source code for the site, with content authored as Jupyter notebooks.", "when_to_avoid": ["you need a charting library or package to install", "you need interactive dashboards rather than static chart examples", "you need visualization examples in languages other than Python"], "when_to_choose": ["you need ready-to-use Python chart code with explanations", "you want to learn matplotlib or seaborn through examples", "you're looking for the right chart type for your data"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/the-python-graph-gallery", "repo": "holtzy/The-Python-Graph-Gallery", "role": "main", "score": 76}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:29.641387+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:44:09.822130+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "382d761623aeb1cbd09380396a9319c2a12c6b530c1fa1622d3c6abb371694b0", "fetched_at": "2026-08-28T04:06:29.641387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holtzy/The-Python-Graph-Gallery"}, {"content_hash": "03b544661cb188ed6a0c5051b22e88e3fe4a2e7f849029ba0709e5d6a1a37fb2", "fetched_at": "2026-08-29T10:24:31.898595+00:00", "kind": "homepage", "missing": false, "url": "https://www.python-graph-gallery.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3408, "days_push": 15, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 76, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}