Last March, I attended an ultra trail in Dalat, Lam Dong, Vietnam. I felt good at my performance but wondering how good others did. I managed to crawl data and visualize DUT’s data.

Generated above figure quite easy, check my notebook out at here or below snippet

import matplotlib.pyplot as plt
plt.style.use('seaborn-deep')
plt.hist(male.time, bins, alpha=0.5, label='male')
plt.hist(female.time, bins, alpha=0.5, label='female')
plt.legend(loc='upper right')
plt.xlabel('duration (minutes)')
plt.ylabel('#participants')
plt.title('Dalat Ultra Trail 2019 - 21K')
plt.axvline(x=365, color='r', ls='--')
plt.show()

Bryan Nguyễn

Full Stack-Over-Flow Data Science