I'm looking for an open dataset that has aggregate running speeds over short distances, that divides the data into Male/Female and Age Groups. The data should be from regular human beings, like students or ameteur athletes, and not from Olympic level competition.
The exact raw data isn't so important, but my goal is to generate median max speed per age and gender. Any data that is related to soccer/football or other sports is also welcome.
The data can be any format or level of machine readability, and I'll use the data as a reference, so I don't have any strict license requirements.
Perfect dataset would look like this
M,13,median_top_speed,20 M,15,median_top_speed,22 M,17,median_top_speed,24 M,19,median_top_speed,26 M,21,median_top_speed,27 F,13,median_top_speed,19 F,15,median_top_speed,21 F,17,median_top_speed,23 F,19,median_top_speed,25 F,21,median_top_speed,26