Brand analysis using tweets

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

Sample prediction