Author: Chloé Serre-Combe - chloe.serre-combe@etu.umontpellier.fr
This is a small challenge from HMMA238 course in Software Devlopment from first year master’s degree in statistics in Montpellier, France.
There are two parts in this challenge : a prediction part and a visualization part.
In this part, the aim is to predict the number of bikes passing between 00:01 AM and 09:00 AM on Friday, April 2nd at "Albert 1er" counter.
The data used can be found here.
You can find the explaination of this part in the Challenge_details.pdf
In this part, the aim is to create a visualization using data from Montpellier3m to visualize the bike traffic in Montpellier.
The visualization is a widget showing the bike traffic evolution in Montpellier between December 2020 and the present day.
Link to the widget notebook file :
We can see some charts on each counters :
- the daily intensity of bikes;
- the intensity of bikes by day of week;
- the intensity of bikes by month;
- a histogram of the amount of each possible intensity by month.
Then we can see a gif animation showing intensities of bikes for all counters in Montpellier at the same time.
