unsurecoder / SentimentAnalysis_2020candidateTweets

Negative sentiment Analysis of 2020 US presidential election Candidates_Tweets

Sentiment Analysis on 2020 US presidential Election Candidates using Twitter Data.

Data Information: Tweets from 1 Republican Party candidate(Donald Trump) and 3 Democrat Party candidates(Joe Biden, Elizabeth Warren, Bernie Sanders)
Question: Which Candidate is more negative on which topic?
Method: Word Embedding Model(FastText), Gru-LSTM-CNN model

Number of the data

There are total of 11762 tweets. This might seem like a lot of data, but actually relatively small data compared to those which is used in other machine learning projects.

• Donald Trump: 3929 tweets
• Elizabeth Warren: 3645 tweets
• Bernie Sanders: 2681 tweets
  
• Joe Biden: 1507 tweets
  

Result