rideshare_market
An analysis notebook for exploring extensive ride records from the New York airport ride-hailing market
SITE CAPTUREBased on information published on the service's website. Selection and review policy
WHAT IT DOES
What does it do?
This project analyzes 122,806,218 trips to or from JFK, LGA, or EWR from 2/2019 through 6/2026 in an interactive marimo notebook. A single notebook handles data download, transformation, storage, analysis, and conclusions. It extracts airport trips from each monthly file and then deletes the file; interrupted work can resume after the last completed month.
KEY FEATURES
Key features
- Analyze more than 120 million trip records involving JFK, LGA, and EWR
- Run the full pipeline from download to conclusions in a marimo notebook
- Extract only airport trips while scanning monthly Parquet files
- Create derived columns and comparison charts for fares, time, and supply
- Resume interrupted data collection by skipping completed months
- Analyze pre-aggregated tables without downloading data