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Distributed Sprint Points

Earlier this week I introduced an idea I had for calculating a points-like measure for sprint racing that was applicable beyond the qualification round.  You can go back and review the methodology here.

In this post I’d like to revisit this idea and look at how these new points look when ranking athletes.  First, I forgot to give them a name in my last post, so I need to remedy that situation.  Since the method essentially slices up the points available between the 31st finisher’s qualification points and zero and distributes them among the top 30, I thought I’d call them Distributed Sprint Points (DSPs). Continue reading ›

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Fragmented FIS Race Scheduling And What It Means For The Sport

Just recently the guys at FasterSkier and the Nordic Commentary Project got together for a podcast, where they discussed a range of topics in international ski racing.  One topic that they touched upon was the fact that cross country skiing has an ever increasing number of race formats.

I listened with interest to that section, since I had recently commented on this situation as well. Continue reading ›

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Tour de France Charts: Stage 17

Inspired by the slightly different charts found here, a chart of a different flavor today.  At that link, Martin has wisely adjusted plots of time back for each stage by the median.  I’ve taken that idea and plotted the time back in the GC category for each stage, but I’ve split it up by team and ordered the teams by the current team classification.  Finally, I’ve added a black line that represents the mean, or average, time back for each team.  Graph is below the fold… Continue reading ›

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More Tour de France Data Visualizations

JunkCharts was nice enough to feature the Tour de France charts I’ve been playing with as a break from skiing data.  I learned via one of the commenters there that (unsurprisingly) I’m not alone in this game.  See here for a handful of similar charts, including ones from previous years.

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Canadian Men’s Olympic Performance

Adam, over at NordicXplained, asks:

“Everyone knows how well the Canadian men’s team did at the Olympics, but the question that I wanna know is how well they stacked up against other countries. Even though they didn’t win a medal, their average placing in many races surely could have been higher than traditional powerhouses like Russia and even Norway in the opening 15km classic.”

Can do!

A few cautionary comments before we get going.  At the Olympics, each nation can only start four people in any given race.  So comparing team performances using only summary statistics may be dangerous here.  We’d be averaging four values!  It’s easy to get sucked into trying to invent some arcane numerical summary to “fix” this problem, but usually it’s just best to plot the data and look at it.  The answer is often fairly clear without having to do any fancy math.

Adam’s question deals with team performance, so that’s what I’ll look at.  That means that as I evaluate the data, I’m going to consider every result, top to bottom, for each nation.  What counts here is the performance of the “group”.  Socialism!  Yay! Continue reading ›

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Which Tour Stages Have The Biggest GC Shakeups?

My good friend, and general cycling expert, Cosmo recently tweeted about what he perceived as more GC (overall ranking) shakeups taking place in Tour de France stages with a downhill finish as opposed to uphill, mountaintop, finishes.  He then followed that up with a comment to that effect, linking back to my bumps chart as evidence.  Those charts do shed some light on this question, but if you read my first response I hedged a lot, since trying to visually assess which stages have the most jumbled, tangled lines in the bumps chart isn’t an exact science.

Of course, nothing I do here is really an exact science, but at the very least I owe Cosmo a better look at the data.  I’ll leave it to him (and others) to say what it means vis-a-vis mountaintop versus downhill finishes. Continue reading ›

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Tour de France Bump Chart: Stage 16

Another couple stages in the books, time for an update of the bumps charts.  Contador’s still in yellow, Hushovd is back in green and Chartreau is still in polka-dots: Continue reading ›

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