This repository consists of a Jupiter notebook showing the experiments conducted to create an RNN LSTM Model. Also, it shows the prediction done on the collected data from Twitter.
Different files and their purpose:
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SentimentExpiriment.ipynb: The experiment conducted to create an Recurrent Neural Network model with hyperparameter tuning.
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predicting_sentiment_on_generalcovid19_tweets: The folder contains the prediction done on the general COVID-19 tweets collected from Twitter.
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predicting_sentiment_on_covid19vaccination_tweets: The folder contains the prediction done on the COVID-19 vaccination tweets collected from Twitter.
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predicting_sentiment_on_covid19restriction_tweets: The folder contains the prediction done on the COVID-19 restriction tweets collected from Twitter.