Conducting Sentiment Analysis on Twitter Tweets to Predict the Outcomes of the Upcoming Karnataka State Elections

This research paper aims to predict how Twitter tweets from a specific politician correlate their winning seat in state election. To understand this effect, sentiment analysis has been conducted on by politicians Karnataka help who will win the upcoming 2023 Legislative Assembly Though previous already done area, most studies have only focussed of tweets. goes further as it also looks at other factors, including number retweets and comments tweet garners, which measures tweet's engagement. A model created that weighs each factor an election for particular constituency. Through model, 72.7% accuracy achieved. However, API severely limited quantity quality data collected. These results can be expanded elections states. They could potentially effect positive negative winnability political candidate.