A detailed analysis of NYC airport rideshare data from 2019–2026 covering 122.8 million trips shows that rider fares rose 52.1% while driver payouts increased only 34.3%, with significant differences between airports and platforms. The project uses a marimo notebook to process TLC's publicly available trip records and reveals that pay differences alone don't explain market share shifts between Uber and Lyft.