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📰 Fake News Detection System

A simple Fake News Detection web app using Machine Learning and Flask.


🔑 Key Features

  • Detects if news is FAKE or REAL
  • Accepts multiple news articles at once
  • Beautiful Pie Chart Visualization
  • Confetti Animation on Success
  • Fully Responsive Design

🎯 Technology Stack

  • Python
  • Flask
  • Scikit-Learn
  • HTML, CSS, JavaScript

📂 Project Structure

Fake_News_Detection/ │ ├─ static/ # Static Files (CSS, JS, Images) │ ├─ style.css # Custom CSS │ ├─ script.js # JavaScript Animations │ ├─ chart.js # Pie Chart Visualization │ ├─ screenshots/ # Screenshots Folder (Images for README.md) │ ├─ Homepage.png # Homepage Screenshot │ ├─ Result.png # Result Page Screenshot │
│ ├─ templates/ # HTML Pages │ ├─ index.html # Homepage Form │ ├─ result.html # Prediction Results │ ├─ fake_news_model.pkl # Machine Learning Model ├─ tfidf_vectorizer.pkl # TF-IDF Vectorizer ├─ app.py # Flask Backend API ├─ requirements.txt # Dependencies └─ README.md # Documentation

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