{"adoption": {"forks": 348, "observed_at": "2026-08-28T04:05:48.428638+00:00", "stars": 1879}, "canonical_url": "https://ross.abutalabs.com/products/scholarly", "card": {"archived": false, "artifact_type": "library", "description": "Retrieve author and publication information from Google Scholar in a friendly, Pythonic way without having to worry about CAPTCHAs!", "domain": ["data-science", "analytics", "developer-tools", "apis"], "enriched": true, "function": ["web-scraping", "http-client", "parser", "search-engine"], "health_score": 64, "homepage": "https://scholarly.readthedocs.io/", "language": "Python", "license": "Unlicense", "license_family": "permissive", "maturity": "active", "member_repos": ["scholarly-python-package/scholarly"], "name": "scholarly-python-package/scholarly", "platform": ["python", "cross-platform"], "pushed_at": "2026-03-24T04:29:03+00:00", "repo": "scholarly-python-package/scholarly", "stars": 1879, "tags": ["google-scholar", "citations", "bibliometrics", "academic-data", "scraping", "captcha-bypass", "proxy-support"], "topics": ["scholar", "googlescholar", "scholarly-articles", "scholarly-communications", "python3", "python-3", "python", "citation-network", "citation-analysis", "citations", "citation-index", "publication-data"], "urls": [], "use_cases": ["scrape author profiles from google scholar", "get publication citation data in python", "build a citation network for research analysis", "search google scholar programmatically without captchas", "collect bibliometric data for a paper", "track an academic's publication list over time"], "what_it_is": "scholarly is a Python library for retrieving author and publication metadata from Google Scholar through a friendly, Pythonic API. It handles anti-bot measures like CAPTCHAs via built-in proxy support so users can scrape scholarly data programmatically.", "when_to_avoid": ["you need an official or licensed scholarly data API", "scraping Google Scholar violates your use policy", "you need high-volume scraping without rate limits"], "when_to_choose": ["you need structured Google Scholar data in Python", "you want citation or author metadata for bibliometrics", "you need proxy support to avoid CAPTCHA blocks"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/scholarly", "repo": "scholarly-python-package/scholarly", "role": "main", "score": 56}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:48.428638+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:14:38.250189+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "973022baaaa22137b5326d23a2f4474957392243268a94b5f3223f3b5f4550bd", "fetched_at": "2026-08-28T04:05:48.428638+00:00", "kind": "readme", "missing": false, "url": "https://github.com/scholarly-python-package/scholarly"}, {"content_hash": "a81305061acc1346519da564ce081d254b0f0e9ca1db712faec5a3e8b5fbf91e", "fetched_at": "2026-08-29T10:53:57.450981+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/scholarly/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 73, "longevity": 100, "rhythm": 8}, "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": 4292, "days_push": 162, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 56, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}