Mental Health Reddit Classifier

This project predicts whether a Reddit post or any post indicates depression using machine learning.

📥 Data Collection

I have used Reddit's API via praw to scrape posts from mental health-related subreddits such as r/depression and r/anxiety.Code for the same can be found in the 'notebooks' folder

Features

• Text classification using Naive Bayes, Logistic Regression, and Random Forest.
• TF-IDF-based feature extraction.
• Streamlit frontend to enter text and see predictions.
• Model comparison chart with accuracy and F1 score.

Tech Stack

• Python, Scikit-learn, Pandas
• Streamlit
• Joblib

Run it locally

streamlit run app.py