资源介绍
Context This is data on New York City Taxi Cab trips. It should be useful for adding a lot more training data for the "New York City Taxi Trip Duration". The data I am uploading is for 2014. The training data for the competition is for 2016. Hopefully, the underlying data should be very similar over the two years. Compressed, all of the data is over 5 GB, which is more than 10x the allowed data size of Kaggle datasets. This represents a subset of the total data. Content The data is in a CSV format with the following fields. It was collected both from driver input and from the GPS coordinates of the cab. It is downloaded from New York City's Open Data website. vendor_id pickup_datetime dropoff_datetime passenger_count trip_distance pickup_longitude pickup_latitude store_and_fwd_flag dropoff_longitude dropoff_latitude payment_type fare_amount mta_tax tip_amount tolls_amount total_amount imp_surcharge extra rate_code In the original dataset published by NYC, there is over 165 million trips. This is only 15 million. It was selected as the first 15 million available records of the year. Acknowledgements This data comes from the City of New York, who have been leaders in making data available to the public. This comes from their NYC Open Data website (https://opendata.cityofnewyork.us/) Inspiration The inspiration is the Taxi competition: https://www.kaggle.com/c/nyc-taxi-trip-duration
