Real Time Sentimental Analysis using X

A powerful application for analyzing sentiment from X (formerly Twitter) data in real-time.

Project Demo

https://www.loom.com/share/cd4105230c3546d1be84f03d7c5b1ae4?sid=480955d9-8160-491b-baad-5edd645375c6

Technologies

• Backend: FastAPI
• Frontend: NextJS with TypeScript and TailwindCSS

Setup Instructions

--> Don't Forget to Add Enviroment Variables

Backend Setup

# Navigate to backend directory
cd backend

# Create virtual environment, activate it
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Start the server
python -m uvicorn app.main:app --reload

Frontend Setup

# Install dependencies
npm install

# Start development server
npm run dev

Features

• Real-time sentiment analysis of X posts and replies
• Interactive visualization dashboard
• Historical data tracking