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Tweets-Classifier

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This project leverages Natural Language Processing (NLP) to classify disaster-related tweets using a Naive Bayes classifier. Implemented with Streamlit, it provides an interactive web application to visualize and analyze tweet classifications in real-time, aiding in timely and effective disaster response.

classify disaster naive-bayes-classifier streamlit tweets

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Name		Name	Last commit message	Last commit date
Analysis		Analysis
data		data
nltk_data		nltk_data
streamlit_app		streamlit_app
README.md		README.md
logistic_model.pkl		logistic_model.pkl
requirements.txt		requirements.txt
tfidf_vectorizer.joblib		tfidf_vectorizer.joblib
word2vec.joblib		word2vec.joblib

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Tweets Classifier Whether it is Disaster or Not

About

This project leverages Natural Language Processing (NLP) to classify disaster-related tweets using a Naive Bayes classifier. Implemented with Streamlit, it provides an interactive web application to visualize and analyze tweet classifications in real-time, aiding in timely and effective disaster response.

classify disaster naive-bayes-classifier streamlit tweets

4 stars

1 watching

Report repository

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