Maya-et/Fake-News-Detection

A Streamlit-based machine learning web application for detecting and analyzing fake news and misinforming content in Ethiopian media contexts. # TruthLens Ethiopia — Fake News Detection A Streamlit-based machine learning application designed to detect, analyze, and classify fake news and misinforming content within Ethiopian media contexts. > **Project Status:** Work in Progress (WIP) > *This repository is under active development. Models and feature processing pipelines are continuously being updated.* --- # Key Features * **News Text Analysis:** Predicts whether a news article or statement is genuine or misinforming. * **Streamlit Dashboard:** Interactive user interface for quick, real-time predictions. * **NLP Processing:** Text cleaning, vectorization, and model classification pipeline. # Tech Stack * **Language:** Python * **Framework:** Streamlit * **Libraries:** Scikit-learn, Pandas, NumPy, NLTK