Match Physical Performance Report

This report summarizes physical metrics collected from a soccer match. The goal is to provide coaches with a simple overview of player workload, speed, sprint activity, and acceleration/deceleration demands and beyond.

soccer_data <- read.csv(file.choose())

Match Dashboard – Player Outputs

Match Physical Outputs by Player
Player Position Minutes total_distance_full_all sprint_distance_full_all hsr_distance_full_all psv99 highaccel_count_full_all highdecel_count_full_all total_metersperminute_full_all sprint_count_full_all hsr_count_full_all
Pro 1 Forward 90 7408 142 385 29.0 4 14 96.12 9 36
Pro 2 Midfielder 90 7921 56 387 25.4 0 5 93.57 6 29
Pro 3 Forward 82 8424 138 434 28.4 0 9 90.84 11 44
Pro 4 Forward 90 2465 58 164 27.0 0 4 99.40 7 17
Pro 5 Defender 90 2334 34 121 26.0 0 3 94.11 5 10
Pro 6 Forward 75 9660 115 350 27.3 2 13 94.83 9 37
Pro 7 Defender 90 2692 24 153 26.1 1 5 108.55 3 14
Pro 8 Defender 90 7086 46 237 24.7 0 8 91.95 5 20
Pro 9 Midfielder 90 1755 7 84 24.8 0 0 101.94 2 4
Pro 10 Defender 15 7223 129 297 27.8 0 12 85.33 9 27
Pro 11 Forward 90 8469 112 531 26.3 2 14 83.14 10 47
Pro 12 Forward 18 7329 26 252 23.3 1 8 95.10 3 25
Pro 13 Midfielder 90 1028 2 36 23.4 0 0 112.55 3 4
Pro 14 Defender 90 9510 33 373 24.9 0 5 93.36 4 27
Pro 15 Defender 90 8982 93 342 26.3 0 15 88.17 7 31
Pro 16 Defender 90 1568 22 108 24.8 0 3 91.07 3 9

#Total Distance (Work Rate) 

#Coach Insight: Who worked the most

#Sprint Distance (Explosive Load)
<img src="coach-ready-report-dashboard_files/figure-html/unnamed-chunk-3-1.png" width="672" />
#Coach Insight: Who is stressing high-speed system

#High-speed Running (Game Intensity)
<img src="coach-ready-report-dashboard_files/figure-html/unnamed-chunk-4-1.png" width="672" />
#Coach Insight: Who is showing strong mental game intensity

#Max Speed (psv99)
<img src="coach-ready-report-dashboard_files/figure-html/unnamed-chunk-5-1.png" width="672" />
#Coach Insight: look at psychophysical item

#Acceleration/Deceleration Load
<img src="coach-ready-report-dashboard_files/figure-html/unnamed-chunk-6-1.png" width="672" />

#Coach Insights
# Coach Insights

Top Work Rate Player: Pro 6

Top Sprint Player: Pro 1

Top Speed Player: Pro 1

```

For future reports, this analysis can be improved by adding:

  • Minutes played
  • Match period analysis
  • First half vs second half comparison
  • Player load trends across multiple games
  • Internal load data such as heart rate or RPE
  • Psychological readiness or self-regulation scores