2019 New York City Green Taxi Trip Records with Fares and Locations
Updated 2y ago
Available on 1 platform
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Description
Trip record submissions from green taxi Technology Service Providers (TSPs) for New York City in 2019. Each row represents a single trip, with fields for pick-up and drop-off times, locations, distances, itemized fares, and passenger counts. The data is hosted by data.cityofnewyork.us and was last updated in December 2023.
Use Cases
Predict total_amount from fare_amount, trip_distance, and tolls_amount using regression models on trip records.
Analyze peak travel times and zones by aggregating trips using lpep_pickup_datetime and PULocationID.
Classify payment_type (cash vs. card) based on fare_amount, tip_amount, and trip_type.
Calculate average passenger_count per RatecodeID and trip_distance to study service utilization.
Strengths
Includes 20 detailed columns covering itemized fares, timestamps, and geographic zones.
Data is sourced directly from official taxi Technology Service Provider submissions.
Available in multiple machine-readable formats including CSV, JSON, XML, and RDF.
Limitations
Row count is unknown, which may limit suitability assessment.
Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
Source
data.cityofnewyork.us
Collection Method
Generated from trip record submissions made by green taxi Technology Service Providers (TSPs).
Time Range
2019
Freshness
Last updated 2023-12-14 21:29:12; freshness should be verified.
Geography
New York City, based on taxi zone location IDs (PULocationID, DOLocationID).
License is unknown and should be verified before use.