{"id":25830993,"url":"https://github.com/prsdm/text-data-analysis-and-data-ethics","last_synced_at":"2025-10-09T13:14:24.412Z","repository":{"id":107394834,"uuid":"600152672","full_name":"prsdm/text-data-analysis-and-data-ethics","owner":"prsdm","description":null,"archived":false,"fork":false,"pushed_at":"2023-02-10T17:58:59.000Z","size":24,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-28T22:40:26.411Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/prsdm.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}},"created_at":"2023-02-10T17:47:57.000Z","updated_at":"2024-08-14T11:16:57.000Z","dependencies_parsed_at":null,"dependency_job_id":"dcb5ad39-3bae-408d-bfe4-f43887faa8bc","html_url":"https://github.com/prsdm/text-data-analysis-and-data-ethics","commit_stats":null,"previous_names":["prasadmahamulkar/text-analysis-and-data-ethics","prsdm/text-analysis-and-data-ethics","prsdm/text-data-analysis-and-data-ethics"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/prsdm/text-data-analysis-and-data-ethics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prsdm%2Ftext-data-analysis-and-data-ethics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prsdm%2Ftext-data-analysis-and-data-ethics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prsdm%2Ftext-data-analysis-and-data-ethics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prsdm%2Ftext-data-analysis-and-data-ethics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/prsdm","download_url":"https://codeload.github.com/prsdm/text-data-analysis-and-data-ethics/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prsdm%2Ftext-data-analysis-and-data-ethics/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279001541,"owners_count":26083102,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-09T02:00:07.460Z","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":"2025-02-28T19:37:22.247Z","updated_at":"2025-10-09T13:14:24.405Z","avatar_url":"https://github.com/prsdm.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Text-Analysis-and-Data-Ethics\n## Acadamic Project\n### Introduction\n1. Reddit data that has been pre-processed and analysed which contains Covid-related subreddits as well as randomly selected subreddits \n2. Discussion of the Data Ethics Framework.\n\n### About Datasets\nThe csv dataset you are provided contains one row per post, and has information about three entities: posts, users and subreddits. The column names are self-explanatory: columns starting with the prefix user_ describe users, those starting with the prefix subr_ describe subreddits, the subreddit column is the subreddit name, and the rest of the columns are post attributes ( author, posted_at, title and post text - the selftext column-, number of comments - num_comments, score, etc.).\n\n\n### Programming Language\n* Python (Pandas, NumPy, NLTK, Datetime, literal_eval, etc.)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprsdm%2Ftext-data-analysis-and-data-ethics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprsdm%2Ftext-data-analysis-and-data-ethics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprsdm%2Ftext-data-analysis-and-data-ethics/lists"}