MickaelDP/NLP-Exploratory-Pipeline-HateSpeech
NLP pipeline for unsupervised hate speech detection in French social media (1M+ tweets). Using Spacy & NLTK for linguistic cleaning and Scikit-Learn (Local Outlier Factor) to isolate toxic messages as statistical anomalies. Features custom French normalization (ligatures, lemmatization) and automated reporting. 🇫🇷🛡️
Stars
—
Forks
—
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 19, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/MickaelDP/NLP-Exploratory-Pipeline-HateSpeech"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
JensBender/hate-speech-detection
🛡️ BERT-based hate speech detector for social media. Fine-tuned on the Ethos dataset,...
phusroyal/ViHOS
Repository for the paper "ViHOS: Vietnamese Hate and Offensive Spans Detection" (EACL2023)
AmirAbaskohi/SemEval2022-Task6-Sarcasm-Detection
Sarcasm is a term that refers to the use of words to mock, irritate, or amuse someone. It is...
jayantverma2809/Cyberbullying-Tweet-Recognition-App
This project uses Natural Language Processing (NLP) to analyze tweets and predict whether they...
MickaelDP/Hate-Speech-Detection-NLP-Pipeline
Central hub for a hybrid NLP framework. It anchors the core Executive Summary (PDF) and...