Description
See where and when Uber and Lyft pick up riders across New York City, hour by hour. This dataset turns NYC Taxi and Limousine Commission trip records into counts of ride-hail trips per taxi zone, company and local hour, with the fares, distances, trip times, tips and driver pay behind them. Use it to study demand by neighbourhood and time of day, compare Uber with Lyft, or forecast pickups.
A second table carries TLC's own monthly pickup and drop-off counts per taxi zone since January 2019, for ride-hail apps, yellow cabs and green cabs, so the hourly detail sits beside a seven-year trend.
Coverage
- Hourly table window: August 2026, in New York local time. Earlier months are being added.
- Hourly table grain: one row per company, pickup taxi zone, local date and local hour. August 2026 holds 370,752 rows built from all 20,493,480 trips TLC published for that month.
- Monthly table window: January 2019 to August 2026, 92 months.
- Monthly table grain: one row per month, industry, direction (pickup or drop-off) and taxi zone, 140,231 rows.
- Cadence: TLC posts each month of trip records about two months after it ends. The monthly table is re-read weekly. The hourly table gains each new month when TLC posts its file.
- Places: the 262 NYC taxi zones across the Bronx, Brooklyn, Manhattan, Queens and Staten Island, plus Newark Airport (EWR), an unknown-location code (264) and an outside-NYC code (265).
Columns
company: the high-volume for-hire company, Uber or Lyft (Juno and Via appear only in older TLC data).license_number: the TLC high-volume license, HV0003 for Uber and HV0005 for Lyft.pickup_date,pickup_hour: the local New York calendar day and hour, 0 to 23, when the trips began.pickup_zone_id,borough,zone_name: the TLC taxi zone where the trips began and its borough and name.trips,shared_trips: the number of trips, and how many of them were matched shared rides.trip_miles_total,trip_miles_avg: total and average trip distance in miles.trip_minutes_total,trip_minutes_avg: total and average trip time in minutes.base_fare_total_usd,base_fare_avg_usd: total and average base passenger fare in US dollars, before taxes, tolls, surcharges and tips.tips_total_usd,driver_pay_total_usd: total tips and total driver pay excluding tips, in US dollars.- Monthly table:
month,industry(FHV - High Volume, Yellow Taxi or Green Cab),direction,zone_id,borough,zone_nameandtrips.
Missing values
A zone, hour and company with no trips has no row rather than a zero. Fare, distance and pay totals are empty only where TLC left every underlying trip value blank.
Suitable for
- Forecasting ride-hail pickups by zone and hour.
- Comparing Uber and Lyft market share across neighbourhoods.
- Studying fares, driver pay and tipping by time of day and place.
- Setting ride-hail demand against long-run yellow and green cab trends.
Source and rights
NYC Taxi and Limousine Commission (TLC) High Volume For-Hire Vehicle trip records and taxi zone lookup, published on the TLC Trip Record Data page, and TLC's Pickups and Drop-offs by Taxi Zone and Industry table on NYC Open Data. Both are free public records under the NYC.gov terms of use.
Tables
Sources
data.cityofnewyork.us1 endpoint
- Website
- data.cityofnewyork.us ↗
- Usage rights
- Allowed by terms of service.
- Collection
- 1 request across 1 endpoint
Collected endpoints
Details
- Contents
- 2 tables · 510,983 rows · 24 columns
- Category
- Transport & Mobility
- Updated
- Published
- Version
- v1
- License
- Not stated
- Visibility
- Public
- Publisher
- Mostly Right
- Topics
- uber · lyft · new york city +4



