Natural-Language-Processing

Natural Language Processing (NLP) Text Classification Application in Python

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