{"adoption": {"forks": 646, "observed_at": "2026-08-28T04:06:25.236683+00:00", "stars": 2196}, "canonical_url": "https://ross.abutalabs.com/products/ds-career-resources", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Compilation of resources for aspiring data scientists", "domain": ["data-science", "education", "tutorials", "awesome-lists"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 20, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["cdeweyx/ds-career-resources"], "name": "cdeweyx/ds-career-resources", "platform": [], "pushed_at": "2024-06-14T05:03:01+00:00", "repo": "cdeweyx/ds-career-resources", "stars": 2196, "tags": ["career-resources", "interview-prep", "curated-list", "internships", "data-science-career"], "topics": ["internships", "career"], "urls": [], "use_cases": ["find resources to prepare for a data science interview", "look for data science and software engineering internship openings", "get advice on breaking into a data science career", "find inspiration for a new data science portfolio project", "learn fundamental machine learning algorithms in Python with scikit-learn"], "what_it_is": "A curated compilation of resources, blog posts, and advice for aspiring data scientists, including interview prep material and internship role listings. It is primarily a collection of links and write-ups rather than runnable software.", "when_to_avoid": ["you need runnable code, a library, or a tool rather than curated links and articles", "you need up-to-date internship listings, since the role list dates from Summer 2018", "you require a maintained or licensed software project"], "when_to_choose": ["you are an aspiring or early-career data scientist seeking curated learning and interview resources", "you want a single starting point for data science job search and internship listings"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ds-career-resources", "repo": "cdeweyx/ds-career-resources", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.236683+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:47:12.897984+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "436d3ea115aabf09e57084d1517e81c99869661f6f1f3064ebf8113a79e6c42c", "fetched_at": "2026-08-28T04:06:25.236683+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cdeweyx/ds-career-resources"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2974, "days_push": 810, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}