/Political_Ideology-Twitter

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Political_Ideology-Twitter

Welcome to my project! In this repository, I explore the Democrat vs. Republican Tweets dataset to analyze trends and insights.

Dataset

I used the Democrat Vs. Republican Tweets dataset from Kaggle. This dataset provides a comprehensive collection of tweets from both political perspectives.

Feel free to explore the dataset and use it for your own analyses.

Keynotes

• Identified Political tweets on Twitter into democrats and republicans using Machine learning • Achieved 97% percent accuracy for detecting the political party of the US Congress members based on tweets • Model helps to detect a political ideology of a person depending on the content of tweets.