{"id":50549343,"url":"https://github.com/buger/source-bias-atlas","last_synced_at":"2026-06-04T01:31:03.152Z","repository":{"id":356506223,"uuid":"1232819268","full_name":"buger/source-bias-atlas","owner":"buger","description":null,"archived":false,"fork":false,"pushed_at":"2026-05-24T15:23:00.000Z","size":20692,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-24T17:23:54.875Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/buger.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-08T09:57:11.000Z","updated_at":"2026-05-24T15:23:07.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/buger/source-bias-atlas","commit_stats":null,"previous_names":["buger/source-bias-atlas"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/buger/source-bias-atlas","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buger%2Fsource-bias-atlas","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buger%2Fsource-bias-atlas/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buger%2Fsource-bias-atlas/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buger%2Fsource-bias-atlas/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/buger","download_url":"https://codeload.github.com/buger/source-bias-atlas/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buger%2Fsource-bias-atlas/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33886160,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-03T02:00:06.370Z","response_time":59,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-04T01:31:02.278Z","updated_at":"2026-06-04T01:31:03.146Z","avatar_url":"https://github.com/buger.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Source Bias Atlas\n\nAn interactive cluster map of [daily.dev](https://daily.dev) content sources, grouped by stylistic personality (hype vs. depth, generalist vs. niche, cadence, etc.). Pan, zoom, search, swap views, drill into a source, compare two sources side-by-side, or build a \"reading diet\" by tuning sliders.\n\n**Live:** https://buger.github.io/source-bias-atlas/\n\nSibling project: **[Source Originality Score](https://buger.github.io/source-originality-score/)** — who breaks each story first.\n\n## What's inside\n\n```\ncrawler/      # daily.dev source + post crawler (Python, DuckDB)\nfeatures/     # per-source feature extraction\nclustering/   # UMAP + KMeans + per-feature views\nprobe/        # API exploration scripts (kept for reproducibility)\nweb/          # Next.js 14 app (the static site)\n```\n\nThe `web/public/` directory holds the committed artifacts that the site reads at build time:\n\n- `atlas-summary.json` — map view + per-source summaries\n- `clusters.json` — cluster metadata (labels, colors)\n- `sources/\u003chandle\u003e.json` — full per-source detail (~1,360 files)\n\n## Deploy\n\nPush to `main`. The GitHub Actions workflow at `.github/workflows/deploy.yml` builds with `next export` and publishes `web/out/` to GitHub Pages.\n\n## Run locally\n\n```bash\ncd web\npnpm install\npnpm dev    # http://localhost:3000\n```\n\n## Rebuild data\n\n```bash\n# 1. crawl daily.dev for sources + recent posts\nDAILYDEV_TOKEN=… python crawler/run.py\n\n# 2. extract features per source\npython features/build.py\n\n# 3. cluster + lay out\npython clustering/run.py\n\n# 4. dump JSON artifacts into web/public/\npython clustering/export_web.py\n```\n\n## Caveats\n\n- Feature definitions are deliberate but not authoritative — \"hype\" is a synthetic score, not a moral judgment.\n- The atlas is a snapshot in time; daily.dev posts churn.\n- Tags come straight from daily.dev; we don't normalize.\n\n## License\n\nMIT — see `LICENSE`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbuger%2Fsource-bias-atlas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbuger%2Fsource-bias-atlas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbuger%2Fsource-bias-atlas/lists"}