Nitin12032004/disaster-tweet-classifier

Disaster Tweet Classifier (Streamlit)

This app predicts whether a tweet is about a real disaster or not using NLP and machine learning.

How It Works

• —Uses BERT embeddings for semantic understanding
• —Applies text preprocessing
• —Includes location, keyword, and text length features
• —Predicts using an ensemble of XGBoost and Logistic Regression

Built by: Nitin 😊 Dataset: Kaggle - NLP with Disaster Tweets

Try it live: 👉 Nitin12032004/disaster-tweet-classifier