Sentiment Analysis

Polytical Analysis using Twitter API

About

This project is developed as a solution for a problem statement in Codeshastra 5.0 (Round 0) Hackathon, in which user opinions on current trends is analyzed and based on it data is provided which will help making political decisions in future. Qualified for main round of Codeshastra 5.0.

Features

• Analysis on any Topic :- This feature aims to provide the capability to the user to select and search any topic and get the results on that topic.
• Visualization of Twitter Data : This feature aims to display the retrieved tweets after pridicting their polarities i.e. positive or negative.
• Comparing Accuracy on different Algorithms : This feature aims to provide graphical analysis of the results provided by different algorithms that are understandable to the user.
• Graphical View of Prediction :- This feature aims to provide diagramatical view of the result generated by the system based on the data and algorithms.

Technology Used

• Backend

  • Python
  • Twitter API + TweePy
  • NLTK (Natural Language Tool Kit)

• Frontend

  • Tkinter

Contributors

• Bhavin Mehta - mehta.bhavinm@gmail.com https://github.com/mehtabhavin10
• Jigar Avalani – jigaravalani143@gmail.com https://github.com/jigaravalani143
• Priyam Vora - priyamvora99@gmail.com https://github.com/priyamvora99
• Preet Shah - preetshah21699@gmail.com https://github.com/preetshah21699