ShikhaIIMA/Disaster-Tweet-Prediction

Python Code for prediction of tweet category (disaster/no disaster). text pre-processing (stop word removal, stemming) and binary classification using SVM, Naive Bayes and Decision Tree.

Disaster-Tweet-Prediction

This is a replication exercise for the Medium blog on predicting the category of a tweet as belonging to disaster or not. Link to blog: https://medium.com/analytics-vidhya/natural-language-processing-nlp-project-example-for-beginners-616549300c54 Link to Kaggle dataset containing tweets about disaster: https://www.kaggle.com/c/nlp-getting-started

Changes made: Tried multiple classifiers like SVM, Naive Bayes and Decision Tree Classifier