Using Python and ArcGIS to visualise over 650,000 NextBike cycle rentals in Glasgow from 2017 to 2022 by rental time
This project is in progress and was my first timeseries. For this project, I downloaded CSV files of NextBike cycle rentals in Glasgow from the Active Travel Open Data portal. CSV files included over 650,000 rows of data with fields including start times and end times of cycle rentals, place names, and coordinates. I cleaned the data in Python using pandas, adding a datetime column with an arbitrary date so all rentals could be shown by time of day.