News search
News search engine with fake news detection implemented in Python using micro web framework Flask.
Online demo
https://search-news.herokuapp.com/
Note: it may take a few seconds to deploy
Functionality
- Web crawling: app can download and validate all articles from the given domains
- Article indexing: bag-of-words, inverse document frequency, SVD and low rank approximation
- Fake news detection: articles are classified using my Fake news detector python package
Preview
Search results:
Example analysis (real news):
Example analysis (watch out):
Technologies used
Frontend:
Backend:
- Python
- Flask
- Template engine: Jinja
