Continuing my previous work on exploring Arlington's Bikeometer data, I have decided to look at all of Arlington's counters in this article. My goal is to retrieve all of the counters available via the Bike Arlington web services API and then map them.

In order to map these points in Python, I will use the Folium module. The Folium module provides a way to feed data in Python into a Leaflet.js map. Leaflet maps are interactive, attractive, and can be directly inserted into webpages. Folium provides many options to customize these maps, and I will explore several of these options in this article.

First, I'll load the Python modules that will be needed for this project. These include Pandas, Requests, XML, Numpy, and Folium.