R-Studio

Data Mining- Spatial Analysis The dataset contains data on 4.5 million Uber pickups in New York City from April to September 2014. The files were separated by date, month, latitude, longitude and base. • The spatial analysis has been carried out for this task. For data visualisation, the graph is generated using ggplot2 with axis labels, legends and colours. • Maximum and minimum number of uber pickups has been calculated and how did it increase over the month. Also, the pick-up patterns change over day and night-time has been analysed. • The number of pickups per day, per hour and per month has been represented based on location.