{"adoption": {"forks": 74, "observed_at": "2026-08-28T04:05:36.912933+00:00", "stars": 1790}, "canonical_url": "https://ross.abutalabs.com/products/xy", "card": {"archived": false, "artifact_type": "library", "description": "Ultra-fast and customizable Python charts", "domain": ["data-visualization", "data-science", "web-development"], "enriched": true, "function": ["data-visualization", "charts"], "health_score": 100, "homepage": "https://reflex.dev/docs/xy/", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "experimental", "member_repos": ["reflex-dev/xy"], "name": "reflex-dev/xy", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-26T19:09:16+00:00", "repo": "reflex-dev/xy", "stars": 1790, "tags": ["charting", "rust-core", "gpu-rendering", "interactive-charts", "notebooks", "large-datasets", "matplotlib-compatible", "alpha", "web-server"], "topics": ["charts", "data-analysis", "data-science", "data-visualization", "graphs", "python"], "urls": [], "use_cases": ["plot large datasets with millions or billions of points in python", "interactive charts for jupyter notebooks", "export charts as html png svg or pdf", "build custom web app visuals with python charts", "fast scatter and density plots of big data", "matplotlib-style charting with better performance", "pan zoom and select points in large python charts"], "what_it_is": "XY is an extremely fast, interactive, and customizable Python charting library for the web, notebooks, and static exports, built on a Rust core with a GPU render client. It scales from small plots to billions of points by computing only what the screen needs, and supports declarative or matplotlib-style chart composition with Python, CSS, or Tailwind customization.", "when_to_avoid": ["you need a mature, battle-tested library for production reporting today (XY is in alpha)", "you rely on matplotlib's full ecosystem of extensions and third-party integrations", "you need chart types or features not yet implemented in an early-stage library"], "when_to_choose": ["you need to visualize very large datasets (millions to billions of points) interactively", "you want one charting library for notebooks, web apps, and static exports", "you need fine-grained customization via Python, CSS, or Tailwind", "matplotlib performance is a bottleneck for your plots"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/xy", "repo": "reflex-dev/xy", "role": "main", "score": 79}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:36.912933+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:23:17.548165+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "87657771e3ac5b9ba9ddf2a4d3b89f978957f59ca052659e2a7f0bfb67b49ba3", "fetched_at": "2026-08-28T04:05:36.912933+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reflex-dev/xy"}, {"content_hash": "5e11b56a777a0ecc475c05a18438ca675291a5269be7c669563cec207a77e71e", "fetched_at": "2026-08-29T11:02:08.279315+00:00", "kind": "homepage", "missing": false, "url": "https://reflex.dev/docs/xy/"}, {"content_hash": "4238940fe8c6d489a05f34a95d2b39a0a59e628379dbf0148615e052e297b1e4", "fetched_at": "2026-08-29T11:02:08.288406+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/xy/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 4, "rhythm": 96}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 56, "days_push": 7, "days_rel": 26, "gap_med": 0.0, "n_releases_24m": 11}, "score": 79, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}