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Webfolio
Social

Disaster Tweets Detector


This app classifies your input tweet text to determine whether it talks about a disaster or not. To get the best performance out of this app, try not to enter any URLs or emojis. Click the 'Usage' app to the right to see how to use this app. The underlying Deep Learning Model of this app is a Bidirectional LSTM (Long-Short Term Memory) Recurrent Neural Network built using Tensorflow v2.

Text Content:- The tweet you are inputting into the model should not have a URL, any emojis or any number. This makes the prediction much easier and consumes less time.

Characters Count Limit:- Although there are no limits to the number of characters in your tweet, a typical Twitter tweet is at most 280 characters long. So keep within that range if you want the best outcome.

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