City Bike#

Many cities offer bicycles people can rent for short trips and many people use it every day. As a result, by knowing when and where people use them, we may infer…

Data preparation#

The following notebook describes how the data was obtained and preprocessed to build the examples introduced above.

The challenge#

We know how people use bicycles. People, people… it is us. What do I know about myself I could use to explore the data and determines living and working areas of Chicago?

The data can be seen in many ways.

A solution#

A solution including clustering#

The first notebook only clusters on arrival time. The second one clusters on bith arrival and starting time.

Other sources of data#

Chicago has one of the richest open data portal. Here are some others sources of data: