{"adoption": {"forks": 90, "observed_at": "2026-08-28T04:03:59.901331+00:00", "stars": 1209}, "canonical_url": "https://ross.abutalabs.com/products/your-journey-to-fluent-python", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Your Journey To Fluent Python", "domain": ["education", "programming-languages", "tutorials"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 20, "homepage": "https://www.amazon.co.uk/dp/B0D7HRPCFH", "language": "Python", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["pro1code1hack/Your-Journey-To-Fluent-Python"], "name": "pro1code1hack/Your-Journey-To-Fluent-Python", "platform": ["python", "cross-platform"], "pushed_at": "2024-06-27T19:38:55+00:00", "repo": "pro1code1hack/Your-Journey-To-Fluent-Python", "stars": 1209, "tags": ["python-book", "roadmap", "exercises", "asyncio", "oop", "beginner-friendly", "free-pdf"], "topics": ["functions", "oop", "python3", "roadmap", "python", "education", "senior", "asyncio", "data-science", "learning", "coding", "exercises", "learning-python", "oop-principles", "projects", "software-engineering", "tutorials", "advanced-programming", "beginner-programming", "python-3"], "urls": [], "use_cases": ["learn python from scratch", "python roadmap for beginners", "practice python with exercises and feedback", "prepare for a senior python developer role", "learn asyncio and oop in python", "find a structured python tutorial book", "get homework reviewed by an experienced engineer"], "what_it_is": "A free open-source book and roadmap titled 'Your Journey To Fluent Python' that teaches Python from beginner to advanced topics across 30 lessons, with exercises and personal homework review via GitHub PRs or Discord. It is also sold as a Kindle eBook on Amazon.", "when_to_avoid": ["you need an interactive coding platform rather than a book", "you are looking for a tool or library rather than learning material", "you need coverage beyond Python such as databases, AWS, or backend frameworks", "you require a formally licensed or maintained software project"], "when_to_choose": ["you want a structured, lesson-by-lesson Python learning path", "you want free access to a full Python book with a PDF version", "you value personalized feedback on exercises via GitHub or Discord", "you are progressing from beginner to advanced Python topics like asyncio and OOP"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/your-journey-to-fluent-python", "repo": "pro1code1hack/Your-Journey-To-Fluent-Python", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.901331+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:18:36.609242+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7321d9584dc1dca9dd18ce09c53ca1630d6a0e438ef741b5dbe07c5c2ca1a201", "fetched_at": "2026-08-28T04:03:59.901331+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python"}, {"content_hash": "48421f5527b0a2cd443c1616c9d833b354ed9ed9a90739f700661c70cf895c7b", "fetched_at": "2026-08-29T12:26:32.990196+00:00", "kind": "homepage", "missing": false, "url": "https://www.amazon.co.uk/dp/B0D7HRPCFH"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+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": 1408, "days_push": 797, "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}}