|
a |
|
b/README.md |
|
|
1 |
<h1>About Dataset</h1> |
|
|
2 |
|
|
|
3 |
<h2>π Context</h2> |
|
|
4 |
<p> |
|
|
5 |
Running is a popular form of exercise, recreation, and sport across all age groups. Done properly, it contributes to improved physical fitness, coordination, emotional development, and personal achievement. |
|
|
6 |
However, running under adverse conditions or without proper equipment can result in injuries and physical strain. |
|
|
7 |
</p> |
|
|
8 |
|
|
|
9 |
<h2>π Content</h2> |
|
|
10 |
<p> |
|
|
11 |
This dataset consists of detailed training logs from a Dutch high-level running team over a period of seven years (2012β2019). It includes data from <strong>middle- and long-distance runners</strong> competing in events from 800 meters to the marathon. These groups were chosen for their shared endurance-based training characteristics. |
|
|
12 |
</p> |
|
|
13 |
|
|
|
14 |
<ul> |
|
|
15 |
<li>Collected from: 74 athletes (27 women, 47 men)</li> |
|
|
16 |
<li>Average duration on team: 3.7 years</li> |
|
|
17 |
<li>Competition level: Mostly national, some international</li> |
|
|
18 |
<li>Head coach remained the same during the study period</li> |
|
|
19 |
</ul> |
|
|
20 |
|
|
|
21 |
<p> |
|
|
22 |
This study complies with the Declaration of Helsinki and was approved by the ethics committee of the institution affiliated with the second author. |
|
|
23 |
</p> |
|
|
24 |
|
|
|
25 |
<h2>π Acknowledgements</h2> |
|
|
26 |
<p> |
|
|
27 |
If you use this dataset, please cite the following work: |
|
|
28 |
</p> |
|
|
29 |
|
|
|
30 |
<blockquote> |
|
|
31 |
S. Lovdal, Ruud J. R. Den Hartigh, G. Azzopardi, <em>βInjury Prediction in Competitive Runners with Machine Learningβ</em>, International Journal of Sports Physiology and Performance, 2020 (in press). |
|
|
32 |
</blockquote> |
|
|
33 |
|
|
|
34 |
<pre> |
|
|
35 |
@misc{lovdal2021injury, |
|
|
36 |
author = {Lovdal, Sofie and den Hartigh, Ruud and Azzopardi, George}, |
|
|
37 |
title = {Replication Data for: Injury Prediction In Competitive Runners With Machine Learning}, |
|
|
38 |
publisher = {DataverseNL}, |
|
|
39 |
year = {2021}, |
|
|
40 |
version = {V1}, |
|
|
41 |
doi = {10.34894/UWU9PV}, |
|
|
42 |
url = {https://doi.org/10.34894/UWU9PV} |
|
|
43 |
} |
|
|
44 |
</pre> |
|
|
45 |
|
|
|
46 |
<p> |
|
|
47 |
<strong>π¦ Source of Dataset:</strong> <a href="https://doi.org/10.34894/UWU9PV" target="_blank">https://doi.org/10.34894/UWU9PV</a> |
|
|
48 |
</p> |
|
|
49 |
|
|
|
50 |
<hr> |
|
|
51 |
|
|
|
52 |
<p style="text-align:center;">πππππππππππππππππππππππππ</p> |