2022 New York City Green Taxi Trip Records

New York City green taxi trip records for 2022, submitted by Technology Service Providers. Each row details a single trip with pick-up/drop-off times, locations, distances, fares, and passenger counts. The dataset was published by data.cityofnewyork.us and last updated in December 2023.

Use Cases

• Predict total_amount from trip_distance, passenger_count, and tolls_amount using regression models.
• Cluster trips by PULocationID and DOLocationID to identify high-frequency travel corridors.
• Analyze temporal patterns in trip volume using lpep_pickup_datetime and lpep_dropoff_datetime.
• Classify payment_type based on fare_amount, tip_amount, and trip_type.
• Model the relationship between RatecodeID, congestion_surcharge, and total_amount.

Strengths

• Includes 20 detailed columns per trip record.
• Covers a full calendar year (2022) of trip activity.

Limitations

• Exact row count and dataset size are unknown.
• Limited to green taxi trips, excluding other for-hire vehicle types.
• Sample data is unavailable for preliminary inspection.

Provenance

Source

data.cityofnewyork.us

Collection Method

Generated from trip record submissions by green taxi Technology Service Providers.

Time Range

2022

Freshness

Data reflects 2022 trips, with metadata updated in December 2023.

Geography

New York City, USA (taxi zone locations).