Citi Bike is the nation's largest bike share program, with 10,000 bikes and 600 stations across Manhattan, Brooklyn, Queens and Jersey City.
Analysed Citi Bike data from 07-2013 to 02-2014 (1 GB csv data) and explored below:
- Which route Citi Bikers ride the most?
- Find the biggest trip and its duration?
- When do they ride?
- Find the distance using Latitudes and Longitudes for each record?
- Start station name and End station name of the ride which has biggest ride in distance travelled?
- Which stations are most popular?
- Which days of the week are most rides taken on?
Technologies Used: HortonWorks Hadoop,HDFS,Spark SQL,Scala
Data: https://s3.amazonaws.com/tripdata/index.html Data Description: https://www.citibikenyc.com/system-data