{"adoption": {"forks": 311, "observed_at": "2026-08-28T04:07:09.884008+00:00", "stars": 2678}, "canonical_url": "https://ross.abutalabs.com/products/sentiment", "card": {"archived": false, "artifact_type": "library", "description": "AFINN-based sentiment analysis for Node.js.", "domain": ["machine-learning", "developer-tools"], "enriched": true, "function": ["nlp", "parser"], "health_score": 20, "homepage": null, "language": "JavaScript", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["thisandagain/sentiment"], "name": "thisandagain/sentiment", "platform": [], "pushed_at": "2020-05-18T13:55:58+00:00", "repo": "thisandagain/sentiment", "stars": 2678, "tags": ["sentiment-analysis", "afinn", "text-analysis", "emoji-sentiment", "lexicon-based", "natural-language-processing", "nodejs", "javascript"], "topics": ["sentiment", "afinn", "javascript", "nlp", "analysis", "sentiment-analysis"], "urls": [], "use_cases": ["score sentiment of user reviews in node.js", "analyze sentiment of tweets or comments", "add custom sentiment words to a lexicon", "support sentiment analysis in multiple languages", "handle negation like 'not good' in sentiment scoring", "fast lexicon-based sentiment analysis without ML models"], "what_it_is": "A Node.js module that performs sentiment analysis on text using the AFINN-165 wordlist and Emoji Sentiment Ranking. It supports custom languages, custom scoring strategies for negation and emphasis, and extending or overriding the wordlist.", "when_to_avoid": ["you need state-of-the-art accuracy on sarcasm or context-dependent sentiment", "you need languages beyond English without building them yourself", "you need actively developed software with recent releases"], "when_to_choose": ["you need fast, lightweight lexicon-based sentiment scoring in Node.js", "you want to customize the wordlist or add languages easily", "you don't want to depend on heavy ML models or external services"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sentiment", "repo": "thisandagain/sentiment", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.884008+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:17:59.235892+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "addeebd7d6a40c4de79ef2c76178b78100b48606903d55de5c164a2fb88060dc", "fetched_at": "2026-08-28T04:07:09.884008+00:00", "kind": "readme", "missing": false, "url": "https://github.com/thisandagain/sentiment"}, {"content_hash": "12b4ff5fc615038aa7b8c0fae99de25317dcb936a64de30db8c77623134b19c1", "fetched_at": "2026-08-29T10:00:34.388511+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/sentiment"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "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": 5077, "days_push": 2298, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}