Meme-Virality-Predictor

Running the Application

1. Install required packages:

pip install -r requirements.txt

2. Make sure you have the following files in your directory:

   • memesChecker.py (main application file)
   • memes.json (data file)

3. Run the Streamlit application:

streamlit run memesChecker.py

4. The application will open in your default web browser at http://localhost:8501

Using the Application

1. Enter your meme title in the text area
2. Use the slider to select posting hour (0-23)
3. Click "Predict" to get:
   • Virality prediction
   • Probability score
   • Improvement suggestions if the meme is predicted to be not viral

Troubleshooting

If you encounter any errors:

1. Ensure all required packages are installed
2. Check that memes.json is in the same directory as memesChecker.py
3. Make sure you have proper permissions to read/write files in the directory
4. Check if port 8501 is available (Streamlit's default port)