README.md

metadata

title: Sentiment Analysis
emoji: 🦀
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false

AI-Based Sentiment Analysis System

Prerequisites

• Python 3.8+
• MySQL Server

Setup Instructions

1. Clone or Extract the Repository
2. Install Dependencies

   pip install -r requirements.txt
   

3. Download NLTK Data Run the following Python script to download necessary NLTK corpora:

   import nltk
   nltk.download('stopwords')
   nltk.download('punkt')
   

4. Database Setup
   • Ensure MySQL is running.
   • Run the schema script or let SQLAlchemy create the tables automatically.
   • You can run the script manually: mysql -u root -p < sql/schema.sql (Adjust credentials as needed).
   • If using a different database name or credentials, update the .env file or config.py.
5. Run the Application

   python app.py
   

   The application will start on http://127.0.0.1:5000.

Default Admin Account

• Email: admin@example.com
• Password: admin123 (Note: If the DB is populated from schema.sql, this account is auto-created. Otherwise, you can register a new account from the UI and change the role in the database manually).