Tour de France: Average Stage Speed

A few notes about this data. The website that I scrape these results from isn’t, shall we say, the most consistent when it comes to the spelling of athlete names, or even their teams. That can make it difficult to slice the data along those dimensions, since it requires a fair bit of work adjusting and fixing things by hand.

I think I tracked down all the abnormalities, but you never know…

In any case, here’s a look at the average speed for each stage for recent Tours. The blue line is the average speed of the median rider, and the shaded region represents the (approximate) range of average speeds for the entire peloton.

I’m still suspicious of how large the range of speeds is for a handful of stages. In particular the prologue in 2010 and Stage 2 in 2011, but I’d have to spend a lot more time pouring over the data to be sure.

Tour de France – Stage 20

The final version of the 2012 Tour graph by team:

Tour de France – Stage 20

The final versions of the Tour de France graphs, first up the comparison to previous years:


Tour de France: Stage 16

Heading into the final weekend of the Tour, here’s how the teams compare:

I’ll try to do some wrap up posts with some different looks at the data next week once the Tour is over.

Tour de France: Stage 15

Another conveniently placed rest day for another Tour update. Since this is a Tuesday, we’re comparing this year’s Tour to previous years, through stage 15:

Tour de France: Stage 10

It’s Thursday, so that means this graph is broken down by team, just for the 2012 Tour:

Tour de France: Stage 9

Another Tour update, conveniently coinciding with a rest day:

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