{"adoption": {"forks": 419, "observed_at": "2026-08-28T04:07:29.059438+00:00", "stars": 2906}, "canonical_url": "https://ross.abutalabs.com/products/holoviews", "card": {"archived": false, "artifact_type": "library", "description": "With Holoviews, your data visualizes itself.", "domain": ["data-visualization", "data-science", "analytics"], "enriched": true, "function": ["data-visualization", "charts"], "health_score": 100, "homepage": "https://holoviews.org", "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "stable", "member_repos": ["holoviz/holoviews"], "name": "holoviz/holoviews", "platform": ["python", "cross-platform", "windows"], "pushed_at": "2026-08-26T17:37:13+00:00", "repo": "holoviz/holoviews", "stars": 2906, "tags": ["plotting", "jupyter", "bokeh", "matplotlib", "plotly", "declarative-visualization", "pydata", "interactive-visualization", "linux", "macos"], "topics": ["holoviz", "holoviews", "plotting"], "urls": [], "use_cases": ["visualize pandas dataframes with minimal code", "create interactive plots in jupyter notebooks", "explore high-dimensional datasets declaratively", "build reproducible research visualizations", "switch between matplotlib bokeh and plotly backends", "make interactive dashboards with widgets and streams"], "what_it_is": "HoloViews is an open-source Python library for data analysis and visualization that lets you annotate data with dimensions and let it visualize itself in very few lines of code. It supports Matplotlib, Bokeh, and Plotly backends and integrates with NumPy, pandas, dask, xarray, and Jupyter.", "when_to_avoid": ["you need pixel-perfect static publication graphics with fine-grained control", "you want a simple one-function plotting wrapper (consider hvPlot instead)", "your project is outside the Python/PyData ecosystem"], "when_to_choose": ["you want declarative, annotation-based plotting with minimal code", "you work in Jupyter with the PyData ecosystem (pandas, xarray, dask)", "you need interactive visualizations with multiple plotting backends", "you want reproducible research workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/holoviews", "repo": "holoviz/holoviews", "role": "main", "score": 95}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:29.059438+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:34:26.366144+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd382baa9350241eb2e699b8945f87c1adde74c62ab63f244719ba59ff49de4f", "fetched_at": "2026-08-28T04:07:29.059438+00:00", "kind": "readme", "missing": false, "url": "https://github.com/holoviz/holoviews"}, {"content_hash": "0aa135228ec8de777a6e8c19b81c7621d403b8b280fe88553121730c0b4a97e6", "fetched_at": "2026-08-29T09:49:49.461151+00:00", "kind": "homepage", "missing": false, "url": "https://holoviews.org"}, {"content_hash": "a1c975a7eca0b0175dba5c0b51fe06d80640b0c20b215a7ee224e84a835b2e43", "fetched_at": "2026-08-29T09:49:49.470395+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/features.html"}, {"content_hash": "bf294eac42cf20842dcfde0bf1949032f2421066774eff4bfdb140a1609edd42", "fetched_at": "2026-08-29T09:49:49.480797+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/about.html"}, {"content_hash": "e46d3d4e80a2266ff397a9c526b160a980082f9ccbaa9336a5da36db477f6c02", "fetched_at": "2026-08-29T09:49:49.482407+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/install.html"}, {"content_hash": "54fbfe5c0c051163752e1980403fe49bc889332c3d29d2019682beab0fd0d73b", "fetched_at": "2026-08-29T09:49:49.483910+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/index.html"}, {"content_hash": "d6f648cdb69fba21f2f8acd520462a7f633b878f6755d0e4675304a1a7cbc012", "fetched_at": "2026-08-29T09:49:49.485300+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/index.html"}, {"content_hash": "7ea1ced7336524f59a711ced09da8276d70dabb8b5a90553940bad8d8a8ab3b4", "fetched_at": "2026-08-29T09:49:49.486733+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/reference/features/bokeh/Scalebar.html"}, {"content_hash": "c50e3d950973f2452c1eec126d6263809ab383e2ddf830afe4524d48a272c938", "fetched_at": "2026-08-29T09:49:49.488147+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/holoviews/json"}, {"content_hash": "242fa66fa44c331527ec5428a814c054163d649fa2aaec055dec24c372189c47", "fetched_at": "2026-08-29T09:49:49.472794+00:00", "kind": "site_page", "missing": false, "url": "https://holoviews.org/releases.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 87}, "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": 4501, "days_push": 7, "days_rel": 9, "gap_med": 77.5, "n_releases_24m": 9}, "score": 95, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}