Project 4: Applying Unsupervised Learning Algorithms

link to the repo

By : Asmaa Alrefae

Requirements

• Used dataset :

  1. arabic-news-from-sabq-website

• Describe dataset :

The used data is Arabic news data , which is scraped from a very popular Sauid news called Sbaq.

It is contains 4136 news , With the following five features :

• Title : The news title .

• Author Name : The name of the author .

• City : The graphical location of the news.

• Shares : How many times specific news where shared in the social media.

• News text : The body of the news.

• Label : The classification of the news ( locally / internationally / ...etc)

• Problem Statement:

Create a model to predict the classification of a certian news , whether it is ex: locally ,Internationally ,..etc

• Methodology:

I used supervised learning algorithms with NLP

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