{"adoption": {"forks": 124, "observed_at": "2026-08-28T04:03:15.549280+00:00", "stars": 1020}, "canonical_url": "https://ross.abutalabs.com/products/urs", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Universal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.", "domain": ["social-media", "crawlers", "data-science", "osint"], "enriched": true, "function": ["web-scraping", "cli", "data-science", "analytics"], "health_score": 75, "homepage": "https://josephlai241.github.io/URS/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["JosephLai241/URS"], "name": "JosephLai241/URS", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-07-11T20:53:25+00:00", "repo": "JosephLai241/URS", "stars": 1020, "tags": ["reddit", "praw", "scraper", "archiving", "wordcloud", "csv", "rust"], "topics": ["python", "reddit", "reddit-scraper", "redditor", "comments", "json", "command-line", "osint-tool", "data-science", "data-analysis", "subreddit", "praw", "livestream", "trees", "archiving", "csv", "scraper", "wordcloud", "pyo3", "rust"], "urls": [], "use_cases": ["scrape posts from a subreddit", "archive reddit comments to csv", "download a redditor's submission history", "scrape comments from a reddit submission", "monitor a subreddit livestream of new posts", "generate a wordcloud from a reddit thread", "collect reddit data for osint analysis"], "what_it_is": "URS (Universal Reddit Scraper) is a comprehensive command-line tool written in Python (with Rust components) for scraping and archiving Reddit data. It supports scraping subreddits, redditors, submission comments, livestreams, and exporting results to JSON or CSV.", "when_to_avoid": ["you need a hosted service or GUI rather than a command-line tool", "you want real-time streaming at scale or want to avoid Reddit API rate limits", "your target platform is not Reddit"], "when_to_choose": ["you need a ready-made CLI for bulk Reddit data collection and archival", "you want JSON/CSV exports of subreddit, redditor, or comment data without writing your own PRAW scripts", "you need livestream monitoring or wordcloud generation from Reddit content"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/urs", "repo": "JosephLai241/URS", "role": "main", "score": 64}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:15.549280+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:08:53.937270+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1efd6a264515e08162752c81a74a34fc97ef2a48337e674180f859c2becf4ab5", "fetched_at": "2026-08-28T04:03:15.549280+00:00", "kind": "readme", "missing": false, "url": "https://github.com/JosephLai241/URS"}, {"content_hash": "54313197fcc20c141a6fe990f33f4257f085442362273c5847751ab807c5bb61", "fetched_at": "2026-08-29T13:09:20.728010+00:00", "kind": "homepage", "missing": false, "url": "https://josephlai241.github.io/URS/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 92, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2723, "days_push": 53, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 64, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}