Using logged in players data scrapped from the Zwift API between 17th to 25th October, we can have a look at how does the Zwifter population looks like.

Final thought :

Using the activity data, i tried to figure out whether the evolution over the time of the average Watts (per ride duration) was somehow related to other features but could not come to any significant relationships.

• The source code is available here
• i used the python Zwift client package to scrap the data.