Tech Stack
Python
Streamlit
Pandas
sklearn
numpy
Description
An exploratory data science project to predict the fare and cancellation of Namma Yatri autos in Bangalore.
Datasource: Namma Yatri Open Data (10k+ items).
- Fare Estimator: Just enter the source and ride distance, and the model predicts the fare for you based on historical data.
- Cancellation Predictor: With the same inputs as above, and the model predicts the probability of the ride being cancelled - the age old problem of Bengaluru!
