Half Marathon Data Exploration and Visualization: using Python Plotly Library

London Landmarks Half Marathon 2023

In April of this year, I ran the London Landmarks Half Marathon for the first time. The race included 17,225 registered participants between the ages of 17–89 and managed to raise over £10 million for 450 charities (well-done everyone!).

Following the race, I was emailed helpful summary statistics, such as position in the race, average speed, and split times, including a link to the race data in.xlsx format.

In addition to the summary statistics already …

data exploration data visualization plotly python running