Over the years there were couple of tries to monitor fatigue real-time in team sports, such as soccer. The most simple one was to use heart rate (HR) data and see if the players were getting tired by checking if the HR w…
Over the last month I have been learning R programming language that is completely FREE and used extensively in statistics and data analysis. I have been also playing with ggplot2 which is a great graphics package for R,…
Just a quick update – after a comment by John Fitzpatrick (@JFitz138) on the use of Will Hopkins’s approach of calculating chances I decided to give it a shot. For a Typical Error (used together with SWC to calculate…
If you haven’t been living in a cave for the last couple of years, you definitely noticed an increase in data collection, data mining and visualization. HRV tracking, jump output tracking, estimating 1RMs from velocity…
During the last couple of weeks I have been reading a lot on VBA (Visual Basic for Applications) for Excel since I haven’t found PivotTable enough to fulfill my needs. Luckily I have a programming background (yup, a ne…
At the moment I am working on an Excel database and dashboard for tracking performance and screening data and creating a player profiles (dashboards). Theoretically, this should help me devise individualized training foc…
I have received quite a few emails on my last blog post. Most of the authors asked me how to create the dashboard that conveys clear and simple message to the viewers. Honestly, I am new in this area myself but I can p…
Player Monitoring – Team Dashboard I have been working lately on summarizing the data we collected and creating one dashboard in Excel (I am going to start using R, because I think I will be able to do more powerful da…
Playing With Statistics Although at the end of part 4 I mentioned I will talk about analysis of frequent tests like sRPE, HRV and other’s that are used for monitoring, I will not do that in this part. Maybe in part 6 b…
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