By performing Association Rule Mining on NYC Taxi dataset, one can come to a conclusion that:
These conclusions are particular to the relationship between trip distance , fare amount and the number of passengers.
As the trip distance is short, fare amount is also less, it is observed that the number of passengers are also very less i.e. these are mostly single passengers.
When the fare amount is less, and when most of the payment types are done using credit cards, the trip distance is usually short.
Many of these rules follow a general trend that many NYC residents used taxis to travel for short distances, and thus the fares were low.