{"id":13750498,"url":"https://github.com/bghorvath/TextMiningTheBechdelTest","last_synced_at":"2025-05-09T15:32:04.130Z","repository":{"id":137684317,"uuid":"369631672","full_name":"bghorvath/TextMiningTheBechdelTest","owner":"bghorvath","description":"Text mining movie scripts to explore long-term trend of female representation in movies according to the Bechdel test","archived":false,"fork":false,"pushed_at":"2021-07-05T21:35:28.000Z","size":6482,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-22T13:31:05.223Z","etag":null,"topics":["bechdel","bechdel-test","coreference-resolution","neuralcoref","spacy"],"latest_commit_sha":null,"homepage":"","language":"Python","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/bghorvath.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":"2021-05-21T19:11:55.000Z","updated_at":"2021-07-05T21:35:30.000Z","dependencies_parsed_at":"2024-01-27T08:15:00.884Z","dependency_job_id":"fccb715b-95c5-47af-98e6-189387501db6","html_url":"https://github.com/bghorvath/TextMiningTheBechdelTest","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bghorvath%2FTextMiningTheBechdelTest","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bghorvath%2FTextMiningTheBechdelTest/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bghorvath%2FTextMiningTheBechdelTest/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bghorvath%2FTextMiningTheBechdelTest/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bghorvath","download_url":"https://codeload.github.com/bghorvath/TextMiningTheBechdelTest/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253275619,"owners_count":21882340,"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","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":["bechdel","bechdel-test","coreference-resolution","neuralcoref","spacy"],"created_at":"2024-08-03T08:00:36.809Z","updated_at":"2025-05-09T15:32:03.868Z","avatar_url":"https://github.com/bghorvath.png","language":"Python","funding_links":[],"categories":["Master"],"sub_categories":["Information retrieval \u0026 text mining"],"readme":"## Text mining movie scripts to perform the Bechdel test using spaCy\n\n\nThe Bechdel test is a measure of representation of women in fiction. It asks whether a work features at least two female characters who talk to each other about something other than a man.  \nWithin the framework of this project I used text mining techniques on 1500+ movie scripts that I downloaded/parsed from the internet to explore long-term trend of female representation in movies by performing the test on them.\n\n\nData files can be downloaded from:  \nhttps://drive.google.com/drive/folders/1konx-AYGYk2zGTdHR97vgQAl_IB2r9Q2\n\nData files not included:\n- Raw, unprocessed movie scripts (2071 txt/pdf/rtf/doc file, ~1.1GB) - can be downloaded through .py files\n- Results evaluation from 3 judges\n- Exported CSV files\n\nThe project report can be accessed at:\nhttps://www.dropbox.com/s/96czpl7e5xerhtp/IRTM_project_report.pdf?dl=0\n\nInspirations for the data structures were taken from:\nhttps://www.youtube.com/watch?v=jRKKPYDs44o","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbghorvath%2FTextMiningTheBechdelTest","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbghorvath%2FTextMiningTheBechdelTest","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbghorvath%2FTextMiningTheBechdelTest/lists"}