Fake_News_Detector

Fake News Detector detects if news is REAL or FAKE

1) Website

Flask based Web App to detect if news is FAKE or REAL

Link to website: https://desolate-harbor-17272.herokuapp.com/

Top Real and Fake news

News predictor

2) Chatbot

Chatbot on telegram to detect if news is FAKE or REAL

Link to telegram bot : https://t.me/fakeNewsDetectorBot

Top Real news

Top Fake news

News predictior

TechStack

• Machine Learning Model

• Web Scraping (newsapi)

• Flask Framework

• Telegram ChatBot

• Natural Language Processing

Results

• Displays top trending genuine news and top trending fake news.

• Detection of Input news is Real or Fake

• Find keywords from input news using NLP and related genuine news articles to give user more clarity