abhiKohar / newsHeadlineAnalysis

Analyze news headlines using NLP

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Table of Contents

  1. Installation
  2. Project Motivation
  3. File Descriptions
  4. Results
  5. Licensing, Authors, and Acknowledgements

Installation

The project uses python 3 and all the installations can be done using the requirements.txt file.

Project Motivation

For this project, I was interested in looking at Times of India News headline dataset from 2001-2020 to understand:

  1. What Indian media is talking about before Covid-19 and after Covid-19?
  2. How are the political parties represented in the media?
  3. What were the political parties were talking about during the 2019 general elections?

File Descriptions

requirements.txt contains all the required packages and .ipynb notebook contains the analysis.

Results

The main findings of the code can be found at the post available on medium here.

Licensing, Authors, and Acknowledgements

You can find the Licensing for the data and other descriptive information at the Kaggle link available here. Otherwise, feel free to use the code here as you would like!

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Analyze news headlines using NLP


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