{"id":21875546,"url":"https://github.com/callumrollo/github-scraper","last_synced_at":"2026-04-13T16:03:52.658Z","repository":{"id":109680776,"uuid":"290522668","full_name":"callumrollo/github-scraper","owner":"callumrollo","description":"Scraping GitHub to visualise users' commits during a hackweek","archived":false,"fork":false,"pushed_at":"2020-09-09T19:45:51.000Z","size":699,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-02-21T09:12:07.081Z","etag":null,"topics":["api","github","json","jupyter-notebook","notebook","python","scraper","wordcloud"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/callumrollo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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}},"created_at":"2020-08-26T14:42:09.000Z","updated_at":"2022-08-20T09:14:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"b35aff9f-6978-4f06-bc98-1e42d4d1ed4c","html_url":"https://github.com/callumrollo/github-scraper","commit_stats":{"total_commits":8,"total_committers":1,"mean_commits":8.0,"dds":0.0,"last_synced_commit":"b04270271cef1444e53c2bd5013138ddab52c2ef"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/callumrollo/github-scraper","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/callumrollo%2Fgithub-scraper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/callumrollo%2Fgithub-scraper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/callumrollo%2Fgithub-scraper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/callumrollo%2Fgithub-scraper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/callumrollo","download_url":"https://codeload.github.com/callumrollo/github-scraper/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/callumrollo%2Fgithub-scraper/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31759550,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-13T15:25:13.801Z","status":"ssl_error","status_checked_at":"2026-04-13T15:25:09.162Z","response_time":93,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["api","github","json","jupyter-notebook","notebook","python","scraper","wordcloud"],"created_at":"2024-11-28T07:41:44.073Z","updated_at":"2026-04-13T16:03:52.624Z","avatar_url":"https://github.com/callumrollo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Github scraping for fun and not-for-profit\n\nI was inspired by the work done during [Oceanhackweek2020](https://oceanhackweek.github.io/) (OHW20) to investigate the github API. This started as an idea to count the github commits made by participants during OHW20 and the weeks on either side.\n\nI could not find a good tutorial on scraping commits from a list of Github usernames (though this out of date one by [kb22](https://github.com/kb22/GitHub-User-Insights-using-API) set me on the right track) so I've written a fairly rough one here.\n\nCheck it out on binder from your browser [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/callumrollo/github-scraper/main).\n\nYou won't be able to run much of the scraping notebook on binder though, as it requires a GitHub API token\n\n### How to \n\nAll the instructions for carrying out this scraping are found in the notebook `ohw_github_scrape.ipynb`. \n\nIf you don't fancy the scraping yourself, but are interested in the results, you will find a csv of anonymised data in this repo along with some very basic analysis in `ohw_analysis.ipynb`\n\nIf you found this work interesting, please feel free to fork it and consider submitting a PR. Or contact me on [twitter](https://twitter.com/callum_rollo)\n\n### Aims\n- [x] Scrape github for OHW20 participant public information\n- [x] Total the number of commits during hack week and the weeks either side\n- [ ] Investigate deeper including file types used and wording of commit messages\n- [ ] Plot and analyse this info in a blog post\n- [x] Provide a how-to, with anonymised data\n- [x] Write a tutorial for anyone else curious about scraping Github data\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcallumrollo%2Fgithub-scraper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcallumrollo%2Fgithub-scraper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcallumrollo%2Fgithub-scraper/lists"}