Driver Cancellation and Fare Estimator

This Streamlit application provides a tool for estimating driver cancellation rates and fares for Namma Yatri rides.

Data

This application uses the Namma Yatri Open Dataset (Nov 2022 onwards). Ensure that the required CSV files are present in the data/ directory.

Setup and Deployment

1. Clone this repository
2. Install dependencies: pip install -r requirements.txt
3. Run the Streamlit app: streamlit run streamlit_app.py

The application will automatically run the necessary setup scripts on first launch.

Models

Pre-trained models are stored in the models/ directory. These will be generated automatically on first run.