2023 New York City Green Taxi Trip Records and Fares

Green taxi trip records for New York City in 2023, submitted by Technology Service Providers. Each row details a single trip with timestamps, locations, distances, and itemized fares. The data is provided by the City of New York and was last updated in July 2024.

Use Cases

• Predict total_amount from trip_distance, fare_amount, and tolls_amount using regression models.
• Analyze temporal patterns in demand using lpep_pickup_datetime and PULocationID.
• Classify payment_type based on trip characteristics like trip_type and passenger_count.
• Model spatial trip flows between PULocationID and DOLocationID for service optimization.
• Assess the impact of policy surcharges like congestion_surcharge and improvement_surcharge on fare composition.

Strengths

• Includes 20 detailed columns per trip for granular analysis.
• Contains itemized fare components such as fare_amount, tip_amount, and mta_tax.

Limitations

• Unknown total row count prevents assessment of statistical significance.
• Sample data is unavailable to verify data quality and distributions.

Provenance

Source

data.cityofnewyork.us

Collection Method

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

Time Range

2023

Freshness

Data from 2023, last updated in July 2024.

Geography

New York City, based on taxi zone location IDs.