{"id":19026886,"url":"https://github.com/psolbach/pioneers-network-analysis","last_synced_at":"2026-06-22T17:32:14.855Z","repository":{"id":37214283,"uuid":"248234866","full_name":"psolbach/pioneers-network-analysis","owner":"psolbach","description":"pioneer journalism network graph data, scripts","archived":false,"fork":false,"pushed_at":"2023-02-11T01:34:17.000Z","size":116377,"stargazers_count":2,"open_issues_count":8,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-21T19:25:56.052Z","etag":null,"topics":[],"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/psolbach.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":"2020-03-18T13:10:19.000Z","updated_at":"2023-03-10T09:34:43.000Z","dependencies_parsed_at":"2024-11-08T21:02:31.650Z","dependency_job_id":null,"html_url":"https://github.com/psolbach/pioneers-network-analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/psolbach/pioneers-network-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/psolbach%2Fpioneers-network-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/psolbach%2Fpioneers-network-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/psolbach%2Fpioneers-network-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/psolbach%2Fpioneers-network-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/psolbach","download_url":"https://codeload.github.com/psolbach/pioneers-network-analysis/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/psolbach%2Fpioneers-network-analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34659896,"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":"2026-06-22T02:00:06.391Z","response_time":106,"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":"2024-11-08T20:51:03.668Z","updated_at":"2026-06-22T17:32:14.840Z","avatar_url":"https://github.com/psolbach.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Pioneer Journalism Network Analysis\nThis repository contains all code, data and project files to gather and conduct Twitter network analysis and visualization via Gephi.  \n\n### Prerequisites\n\n1. Python\n2. Gephi\n3. Virtualenv\n\n## Development\n### Getting started\n```bash\npip3 install -r requirements.txt\n```\n\n### Get user data via Twitter API\n```bash\nexport TWITTER_BEARER_TOKEN=[your_token_here]\npython tools/get-{followers/follows}-twarc.py \n```\n\n### Data preparation\n```bash\njupyter-lab # then load up convert.ipynb\n```\n\n### Analysis with Gephi\nAfter running your own collection OR using the data contained in this repository, you have nodes and edges sitting comfortably in `/csv`. Load these into the data laboratory in Gephi and visualize away.\n   \n### Copyright\n(c) Leibniz HBI, Hamburg 2022\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpsolbach%2Fpioneers-network-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpsolbach%2Fpioneers-network-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpsolbach%2Fpioneers-network-analysis/lists"}