Data preprocessing and classification of tweets with Naive-Bayes and neural networks
The main goal of this project is to build ML models to classify each tweet whether it was about a disaster or not. Some of the tweets are...
Just got sent this photo from Ruby #Alaska as smoke from #wildfires pours into a school
or...
9 Mile backup on I-77 South...accident blocking the Right 2 Lanes at Exit 31 Langtree Rd...consider NC 115 or NC 150 to NC 16 as alternate
Many tweets contains typical keywords such as wildfire or accident indicating the sentiment of the tweet.
See https://www.kaggle.com/c/nlp-getting-started for more information and the dataset.