{"id":16778765,"url":"https://github.com/ritvik19/clickbait-detection","last_synced_at":"2025-03-16T19:41:31.166Z","repository":{"id":104587429,"uuid":"275076394","full_name":"Ritvik19/Clickbait-Detection","owner":"Ritvik19","description":null,"archived":false,"fork":false,"pushed_at":"2020-07-09T01:22:19.000Z","size":2993,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-23T06:14:54.935Z","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/Ritvik19.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":"2020-06-26T04:53:27.000Z","updated_at":"2022-07-20T02:34:13.000Z","dependencies_parsed_at":null,"dependency_job_id":"e7bf29de-259e-4e2a-a4ed-e1d8f02c42dc","html_url":"https://github.com/Ritvik19/Clickbait-Detection","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/Ritvik19%2FClickbait-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ritvik19%2FClickbait-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ritvik19%2FClickbait-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ritvik19%2FClickbait-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ritvik19","download_url":"https://codeload.github.com/Ritvik19/Clickbait-Detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243922284,"owners_count":20369377,"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":[],"created_at":"2024-10-13T07:28:36.861Z","updated_at":"2025-03-16T19:41:31.145Z","avatar_url":"https://github.com/Ritvik19.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Clickbait-Detection\n\nMachine Learning based Clickbait Detector\n\nClickbait is basically some content on the Internet whose main purpose is to attract attention and encourage visitors to click on a link to a particular web page.\n\nAlthough clickbaits can be in the form of texts or thumbnails these model detect text based Clickbaits\n\n## Data Sources\n\n* [Kaggle: clickbait-dataset](https://www.kaggle.com/amananandrai/clickbait-dataset)\n* [Kaggle: news-clickbait](https://www.kaggle.com/micdsouz/news-clickbait)\n* [Webis-clickbait-16](https://webis.de/data/webis-clickbait-16.html)\n* [RVCJ](https://www.rvcj.com/) `crawled`\n* [Viral Nova](https://viralnova.com/) `crawled`\n* [Viral Stories](http://viralstories.in/) `crawled`\n* [Inshorts](https://inshorts.com/en/read) `crawled`\n\nCrawler : [Lord Varys](https://github.com/Ritvik19/Lord-Varys)\n\n## Model Performances\n\nModel | Accuracy | AUROC\n---|---:|---:\nLogisitic Regression | 0.8745  | 0.9431\nMultinomimal Naive Bayes + Oversampling | 0.8561 | 0.9342\nRandom Forest | 0.8448 | 0.9060\nBagging Logistic Regression | 0.8760  | 0.9443 \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fritvik19%2Fclickbait-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fritvik19%2Fclickbait-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fritvik19%2Fclickbait-detection/lists"}