Dataset: We will use datacollected by the New York City Taxi and Limousine commission about “Green” Taxis. Green Taxis (as opposed to yellow ones) are taxis that are not allowed to pick up passengers inside of the densely populated areas of Manhattan. We will use the data from September 2015. We are using NYC Taxi and Limousine trip record data: (http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml).
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Predict Tip for Taxi ride in New York City. Analyzed over 1.5 Million Taxi Records and Predicted with very good accuracy. (Only 0.05$ Mean Squared Error)
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