Finish times at the Orcas Island 25k
![](/media/orcas_finish.jpg)
I had never run so far, or for so much time, in my life. When I crossed the finish line at the Orcas Island 25k in 3:42:48 (or 222.8 minutes), poured a beer and got in line for pizza, I was wondering how the finish times were distributed. I’d had lots of time to think while I was running for almost 4 hours, and since I had never done a race of that length across that type of terrain (check out the race photos by Glenn Tachiyama), I wasn’t sure how the other runners tended to finish.
![](/media/orcas_run_snow.jpg)
When I saw the finish times posted, I made a few plots to look at this.
First I made a histogram of the finish times, with each bin showing the count of runners finishing in 10 minute intervals.
![](/media/orcas_histogram.png)
I had thought I was farther back, but my time of 222.8 was pretty close to the middle, and from the histogram I saw that the bulk of the field finished in 3 hours (180 minutes) to about 4 hours 40 minutes (280 minutes).
The histogram didn’t show a lot of detail, and a realized that a dotchart of each finish time might be an interesting way to look at these finish times. This dotchart shows the finish times of all 254 who completed the course.
![](/media/orcas_finish_dotplot.png)
This shows the finish times and places grouped by female or male.
![](/media/orcas_finish_gender.png)
And I made one more chart to find my finish within the field.
![](/media/orcas_finish_me.png)
I was very much in the middle of the field. I was just glad to finish as fast as I did and to run through all that snow. The times of the top finishers were so fast. I was just coming down from the Powerline headed towards Twin Lakes when the leader crossed the finish line!
![](/media/orcas_finish_list.jpg)