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Analyses the sentiment of tweets and graphically plots the performance of a particular organisation

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mahavisvanathan/Brand-analysis-using-tweets

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Brand analysis using tweets

language library

What is the project?

This is a project to predict the sentiment of tweets using Recurrent Neural Networks and Twitter API for python call Tweepy.

How it works?

  • Collecting the dataset
  • Convert the text to the same case, Remove reddundant symbols and text like @ and RT
  • Tokenize all the tweets and pad to a common length
  • Build the model and pass in the inputs
  • Use Tweepy and create a connection with twitter
  • Get user input for topic and perform analysis for all the live tweets
  • Create a graph based on the Sentiment of tweets

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Analyses the sentiment of tweets and graphically plots the performance of a particular organisation

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