{"id":19140697,"url":"https://github.com/nazchanel/fake-news-detection-algorithm","last_synced_at":"2026-04-21T05:33:53.430Z","repository":{"id":113737272,"uuid":"573970500","full_name":"Nazchanel/fake-news-detection-algorithm","owner":"Nazchanel","description":"A fake news detection algorithm. This repository contains the various variations of my original project. WIP.","archived":false,"fork":false,"pushed_at":"2023-03-23T03:07:25.000Z","size":39279,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-03T15:12:03.124Z","etag":null,"topics":["dataset","deep-learning","fake-news-detection","machine-learning-algorithms","natural-language-processing","scikit-learn","work-in-progress"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":false,"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/Nazchanel.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}},"created_at":"2022-12-04T02:04:48.000Z","updated_at":"2024-09-29T21:04:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"1f4b5688-38ce-41ff-9632-b76313072610","html_url":"https://github.com/Nazchanel/fake-news-detection-algorithm","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/Nazchanel%2Ffake-news-detection-algorithm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazchanel%2Ffake-news-detection-algorithm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazchanel%2Ffake-news-detection-algorithm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazchanel%2Ffake-news-detection-algorithm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Nazchanel","download_url":"https://codeload.github.com/Nazchanel/fake-news-detection-algorithm/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240222499,"owners_count":19767458,"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":["dataset","deep-learning","fake-news-detection","machine-learning-algorithms","natural-language-processing","scikit-learn","work-in-progress"],"created_at":"2024-11-09T07:18:28.920Z","updated_at":"2026-04-21T05:33:48.407Z","avatar_url":"https://github.com/Nazchanel.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch2\u003e\u003cu\u003eWARNING: CODE CURRENTLY BEING ORGANIZED\u003c/u\u003e\u003c/h2\u003e\n\n# Fake News Detection\n\nCompleted for the UTD 9 week AI Workshop. Detects fake news with a given text input.\n\n## Google Colab link:\n\nhttps://colab.research.google.com/drive/1FOD9tMG3YMpvAgO3_Dq9PDgf9aYKd5OW?usp=sharing\n\n## Presentation:\n\nhttps://docs.google.com/presentation/d/1rVVSP1Ch2L15F1XHp9MVh4enWIR-1-yHwjybHSG_ba8/edit?usp=sharing\n\n## Link for first dataset:\nhttps://drive.google.com/drive/folders/13jdi2NxkiPWbyAtG1P1jWNI6qbXvBbfE?usp=sharing\n\n## Link for second dataset:\nhttps://drive.google.com/drive/folders/1-iBYOUtdmCTk9D14FGBdVKFYLh1F2BMc?usp=sharing\n\n## Sources/Credits:\n\nDataset 1: https://www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset\n\nDataset 2: https://www.kaggle.com/shivkumarganesh/politifact-factcheck-data\n\nVisualization: https://www.kaggle.com/devanshiipatel/fake-news-classification\n\nSpecial thanks to https://towardsdatascience.com/ for the resources and explanations\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnazchanel%2Ffake-news-detection-algorithm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnazchanel%2Ffake-news-detection-algorithm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnazchanel%2Ffake-news-detection-algorithm/lists"}