News Media Publisher Analysis

This git repository contains code py files, notebook files, to analyze the Media Publishers in terms of their published articles.

** This is only a draft copy

Project Flow

• Extract Google Search URLs for the User's Search Term
• Extract News Articles data using the URL's from Meta data
• Process & Clean the text data
• Analyze the data using typical NLP metrics
• Using Pre-trained models predict the Over all Sentiment & Sentiment Flow
• Using Pre-trained models predict the Over all Emotion & Emotion Flow
• Apply Clustering Models and identify different Clusters
• Using the Clusters as the Lables create a Supervised Classification Model
• Using the Model identify the Feature Importance
• Using those Features differentiate the clusters and the Media houses

Authors

• @Balaji

Installation

Install the required packages to run the Notebook

  pip install requirments.txt

🛠 Skills

Python, NLP, Text Processing,Transformers, Huggingface, Web Scraping

Screenshots