Race Day! NYC Marathon 2016

A Data Analysis of the 2016 TCS New York City Marathon

barrysmyth
Running with Data

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TLDR;

  • The TCS New York City Marathon is the jewel in the crown of the marathon majors and the world’s most popular big-city marathon event attracting, this year, more than 50,000 participants and 2 million or so spectators.
  • Among participants, the proportion of men and women is roughly 60:40 and continues to equalise as more and more women are seen to participate year on year. This year a majority of runners were over 40 years of age; the average age of participants was just shy of 41 years old.
  • Pacing continues to be a challenge for most runners — even the elites tended to positive-split and the final hills posed a singular challenge for all of the runners— but women ran a more evenly paced race than men.
  • Hitting the wall was less of a problem in New York than some big city marathons such as Chicago, but it continued to plague slower runners and most especially men and younger runners.
  • Fast-starts were commonplace in New York, as they are in other marathons, and, as is also the case in other marathons, when non-elites go out too fast they tend to suffer from slower finish-times and are liable to bonk later. Fast-starts can be beneficial for elites though; I guess they know…

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barrysmyth
Running with Data

Professor of Computer Science at University College Dublin. Focus on AI/ML and data science with applications in e-commerce, media, and health.