/nyc-taxi-duration-estimator

A Kaggle challenge for estimating the total ride duration of NYC Taxis.

Primary LanguageJupyter Notebook

NYC Taxi trip duration estimator

New York taxi

Dataset includes:

  • id - a unique identifier for each trip
  • vendor_id - a code indicating the provider associated with the trip record
  • pickup_datetime - date and time when the meter was engaged
  • dropoff_datetime - date and time when the meter was disengaged
  • passenger_count - the number of passengers in the vehicle (driver entered value)
  • pickup_longitude - the longitude where the meter was engaged
  • pickup_latitude - the latitude where the meter was engaged
  • dropoff_longitude - the longitude where the meter was disengaged
  • dropoff_latitude - the latitude where the meter was disengaged
  • store_and_fwd_flag - This flag indicates whether the trip record was held in vehicle memory before sending to the vendor because the vehicle did not have a connection to the server - Y=store and forward; N=not a store and forward trip
  • trip_duration - duration of the trip in seconds