topic-detection

A system that scrapes news data from Twitter and performs topic detection for a specified period. The system is designed to collect news-related tweets and extract the main topics discussed during the given time frame.

Functionalities::

• Scraping Twitter data from news channels like CNN, FoxNews, BBC, ...
• Tweets preprocessing
• Topic detection using Latent Dirichlet Allocation (LDA)

Screens