{"id":20172743,"url":"https://github.com/justmirr/hate-speech-detection","last_synced_at":"2026-02-14T21:02:44.845Z","repository":{"id":213334564,"uuid":"733615478","full_name":"justmirr/hate-speech-detection","owner":"justmirr","description":"Built using Python, Streamlit, and NLTK, the Hate Speech Detection App employs a Decision Tree Classifier for identifying hate speech in text. It features real-time speech input, NLP preprocessing, and a user-friendly Streamlit interface, offering both visual and text-to-speech result presentation. ","archived":false,"fork":false,"pushed_at":"2024-11-14T10:18:27.000Z","size":2696,"stargazers_count":0,"open_issues_count":0,"forks_count":3,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-10-09T06:56:40.623Z","etag":null,"topics":["count-vectorizer","nltk","python","sklearn","streamlit"],"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/justmirr.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":"2023-12-19T18:18:48.000Z","updated_at":"2024-11-14T10:18:31.000Z","dependencies_parsed_at":null,"dependency_job_id":"993a32c7-9529-4abf-aacf-b0baf3200963","html_url":"https://github.com/justmirr/hate-speech-detection","commit_stats":null,"previous_names":["justmirr/hate-speech-detection"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/justmirr/hate-speech-detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justmirr%2Fhate-speech-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justmirr%2Fhate-speech-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justmirr%2Fhate-speech-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justmirr%2Fhate-speech-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/justmirr","download_url":"https://codeload.github.com/justmirr/hate-speech-detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justmirr%2Fhate-speech-detection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29455601,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-14T15:52:44.973Z","status":"ssl_error","status_checked_at":"2026-02-14T15:52:11.208Z","response_time":53,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["count-vectorizer","nltk","python","sklearn","streamlit"],"created_at":"2024-11-14T01:32:09.047Z","updated_at":"2026-02-14T21:02:44.829Z","avatar_url":"https://github.com/justmirr.png","language":"Python","readme":"# hate-speech-detection\n\nThis Hate Speech Detection App is a project that leverages a Decision Tree Classifier to identify hate speech in text. Built using Python, Streamlit, and NLTK, the app preprocesses text data with Natural Language Processing (NLP) techniques, applies a bag-of-words representation using CountVectorizer, and trains a Decision Tree Classifier. Users can input text for hate speech detection through a Streamlit interface, which also supports real-time speech input.\n\n# Features:\n1. Hate speech detection using a Decision Tree Classifier\n2. NLP preprocessing for text data\n3. User-friendly Streamlit interface\n4. Visual and text-to-speech result presentation\n\n# Getting Started\n1. Clone the repository: \"git clone https://github.com/justmirr/hate-speech-detection-app.git\"\n2. Install dependencies: \"pip install -r requirements.txt\"\n3. Run the app: \"streamlit run app.py\"\n\n# Usage\n1. Enter text in the provided input box.\n2. Click the \"Detect Hate Speech\" button.\n3. View the result visually and hear the text-to-speech output.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustmirr%2Fhate-speech-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjustmirr%2Fhate-speech-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustmirr%2Fhate-speech-detection/lists"}