This repository contains the prediction of political tweets using the Twitter API.
Goals
- Classify whether a tweet comes from Donald Trump or Nancy Pelosi -> Can we correctly identify which of these two politicians tweeted what?
- Using Twitter API, summarize and examine political tweets.
- Build and train NLP Text Classification models to predict Donald Trump tweets.
Steps
- Create a developer account on Twitter
- Create a method to pull a list of tweets from the Twitter API
- Perform proper preprocessing on text
- Engineer sentiment feature in dataset using TextBlob
- Explore supervised classification techniques