This project analyzes over 3 million trip, rider, driver, and earnings records to uncover key marketplace insights across demand, driver performance, and revenue risk.

The goal was to move beyond surface-level metrics and answer strategic business questions such as:

• Which cities are operationally healthiest?
• Do higher-rated drivers actually earn more?
• How much revenue is at risk due to potential driver churn?