{"adoption": {"forks": 186, "observed_at": "2026-08-28T04:05:19.848751+00:00", "stars": 1669}, "canonical_url": "https://ross.abutalabs.com/products/awesome-shiny-extensions", "card": {"archived": false, "artifact_type": "learning-resource", "description": "🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny", "domain": ["web-development", "data-visualization", "developer-tools", "awesome-lists"], "enriched": true, "function": ["ui-components", "web-framework", "data-visualization", "developer-tools"], "health_score": 78, "homepage": null, "language": "R", "license": "CC0-1.0", "license_family": "permissive", "maturity": "active", "member_repos": ["nanxstats/awesome-shiny-extensions"], "name": "nanxstats/awesome-shiny-extensions", "platform": ["python"], "pushed_at": "2026-08-07T04:33:11+00:00", "repo": "nanxstats/awesome-shiny-extensions", "stars": 1669, "tags": ["shiny", "r", "awesome-list", "curated-list", "shiny-extensions", "shiny-for-python", "dashboard-theming", "web-server"], "topics": ["shiny", "rshiny", "awesome", "awesome-list", "shiny-inputs", "shiny-themes", "shiny-apps", "shiny-for-python"], "urls": [], "use_cases": ["find shiny input widgets for my dashboard", "discover packages to theme a shiny app", "looking for shiny components for tables and calendars", "find visualization libraries for shiny apps", "how to add authentication to a shiny app", "find shiny extension packages for python", "locate shiny packages for maps and spatial data"], "what_it_is": "A curated awesome-list of R and Python packages that extend the Shiny web framework with additional UI components, theming, visualization, and backend capabilities. It serves as a discovery index linking to community packages rather than being software itself.", "when_to_avoid": ["you need an actual software library rather than a list of links", "you are not using the Shiny framework", "you need guaranteed up-to-date package documentation - the list only links to external projects"], "when_to_choose": ["you build Shiny apps in R or Python and want to discover ecosystem packages", "you need a categorized overview of UI, theming, and visualization extensions for Shiny", "you want a maintained starting point before building custom Shiny components"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-shiny-extensions", "repo": "nanxstats/awesome-shiny-extensions", "role": "main", "score": 75}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:19.848751+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:42:47.219056+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "aa815b10289e3149d2dd418fcd9cd41540a8691ab35debecb1269cc80cfa2346", "fetched_at": "2026-08-28T04:05:19.848751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nanxstats/awesome-shiny-extensions"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 96, "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": 2830, "days_push": 26, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 75, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}