Seven Hills Run data
The Zevenheuvelenloop (Seven Hills Run) is an annual road running race of 15 kilometres held in Nijmegen, The Netherlands. This year ten of us enjoyed this run. After completion, we were eager to analyse the results. The dataset after some slight modifications looked like this:
Analysis of running times
One of us managed to run below the one hour mark. Some of you will probably know who that is! An interesting analysis would be to look at the similarity of running patterns. The first step is to plot the split times of each person in seconds to get a feeling for the data. The first visualisation of the split times looks like the one below. We can observe that one person (brown line) has the fastest split time and one person (red) started fast but had some issues at kilometer six.