AthleteMindset Coach-Ready Dashboard
Marcia Oliveira
2026-05-01
AthleteMindset Coach-Ready Dashboard
This dashboard integrates soccer physical match data with performance-based psychological inference indicators.
The psychological indicators are not direct psychological measurements. They are performance-based proxy scores inferred from observable match behaviors.
1. Load and Prepare Data
2. Match Data Table
| 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 | Confidence | Composure | Focus | Motivation | Resilience | Self_Regulation | Psych_Inference_Total | Physical_Load_Index | Physical_Rank | Psych_Rank |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pro 1 | Forward | 90 | 7408 | 142 | 385 | 29.0 | 4 | 14 | 96.1 | 9 | 36 | 95.0 | 95.6 | 76.7 | 77.3 | 73.3 | 76.7 | 494.6 | 7953 | 7 | 1 |
| Pro 2 | Midfielder | 90 | 7921 | 56 | 387 | 25.4 | 0 | 5 | 93.6 | 6 | 29 | 45.0 | 42.2 | 66.7 | 46.7 | 50.0 | 60.0 | 310.6 | 8369 | 6 | 7 |
| Pro 3 | Forward | 82 | 8424 | 138 | 434 | 28.4 | 0 | 9 | 90.8 | 11 | 44 | 70.0 | 84.4 | 56.7 | 57.3 | 70.0 | 96.7 | 435.1 | 9005 | 5 | 4 |
| Pro 4 | Forward | 90 | 2465 | 58 | 164 | 27.0 | 0 | 4 | 99.4 | 7 | 17 | 41.7 | 53.3 | 56.7 | 40.0 | 26.7 | 46.7 | 265.0 | 2691 | 12 | 9 |
| Pro 5 | Defender | 90 | 2334 | 34 | 121 | 26.0 | 0 | 3 | 94.1 | 5 | 10 | 26.7 | 33.3 | 36.7 | 26.7 | 16.7 | 30.0 | 170.0 | 2492 | 13 | 13 |
| Pro 6 | Forward | 75 | 9660 | 115 | 350 | 27.3 | 2 | 13 | 94.8 | 9 | 37 | 78.3 | 80.0 | 63.3 | 81.3 | 90.0 | 80.0 | 473.0 | 10140 | 1 | 2 |
| Pro 7 | Defender | 90 | 2692 | 24 | 153 | 26.1 | 1 | 5 | 108.6 | 3 | 14 | 43.3 | 35.6 | 60.0 | 46.7 | 33.3 | 16.7 | 235.6 | 2875 | 11 | 11 |
| Pro 8 | Defender | 90 | 7086 | 46 | 237 | 24.7 | 0 | 8 | 92.0 | 5 | 20 | 25.0 | 37.8 | 36.7 | 30.7 | 46.7 | 40.0 | 216.8 | 7377 | 10 | 12 |
| Pro 9 | Midfielder | 90 | 1755 | 7 | 84 | 24.8 | 0 | 0 | 101.9 | 2 | 4 | 8.3 | 8.9 | 46.7 | 20.0 | 6.7 | 0.0 | 90.6 | 1846 | 14 | 14 |
| Pro 10 | Defender | 15 | 7223 | 129 | 297 | 27.8 | 0 | 12 | 85.3 | 9 | 27 | 56.7 | 82.2 | 30.0 | 36.0 | 60.0 | 63.3 | 328.2 | 7661 | 8 | 6 |
| Pro 11 | Forward | 90 | 8469 | 112 | 531 | 26.3 | 2 | 14 | 83.1 | 10 | 47 | 80.0 | 73.3 | 50.0 | 72.0 | 83.3 | 96.7 | 455.3 | 9128 | 4 | 3 |
| Pro 12 | Forward | 18 | 7329 | 26 | 252 | 23.3 | 1 | 8 | 95.1 | 3 | 25 | 36.7 | 26.7 | 56.7 | 49.3 | 53.3 | 26.7 | 249.3 | 7616 | 9 | 10 |
| Pro 13 | Midfielder | 90 | 1028 | 2 | 36 | 23.4 | 0 | 0 | 112.6 | 3 | 4 | 1.7 | 2.2 | 50.0 | 21.3 | 0.0 | 3.3 | 78.6 | 1066 | 16 | 15 |
| Pro 14 | Defender | 90 | 9510 | 33 | 373 | 24.9 | 0 | 5 | 93.4 | 4 | 27 | 35.0 | 33.3 | 56.7 | 44.0 | 63.3 | 43.3 | 275.7 | 9921 | 2 | 8 |
| Pro 15 | Defender | 90 | 8982 | 93 | 342 | 26.3 | 0 | 15 | 88.2 | 7 | 31 | 46.7 | 75.6 | 36.7 | 46.7 | 93.3 | 66.7 | 365.6 | 9432 | 3 | 5 |
| Pro 16 | Defender | 90 | 1568 | 22 | 108 | 24.8 | 0 | 3 | 91.1 | 3 | 9 | 11.7 | 15.6 | 20.0 | 10.7 | 10.0 | 10.0 | 77.9 | 1701 | 15 | 16 |
3. Psychological Inference Model
The psychological domains are inferred from the following physical-performance relationships:
- Confidence: sprint distance, high-speed running, high accelerations, peak speed
- Composure: sprint distance, high decelerations, peak speed
- Focus: meters per minute, high-speed running
- Motivation: total distance, meters per minute, sprint count, HSR count, high accelerations
- Resilience: total distance, high decelerations
- Self-Regulation: sprint count, HSR count
These indicators should be interpreted as relative player profiles within this match, not diagnostic psychological scores.
4. Physical Match Outputs
Total Distance
Meters per Minute
Sprint Distance
Sprint Count
High-Speed Running Distance
High-Speed Running Count
Peak Speed
Acceleration and Deceleration Load
5. Performance-Based Psychological Inference Dashboard
Psychological Inference Profile by Player
Psychological Inference Ranking
| Player | Position | Confidence | Composure | Focus | Motivation | Resilience | Self_Regulation | Psych_Inference_Total | Psych_Rank |
|---|---|---|---|---|---|---|---|---|---|
| Pro 1 | Forward | 95.0 | 95.6 | 76.7 | 77.3 | 73.3 | 76.7 | 494.6 | 1 |
| Pro 6 | Forward | 78.3 | 80.0 | 63.3 | 81.3 | 90.0 | 80.0 | 473.0 | 2 |
| Pro 11 | Forward | 80.0 | 73.3 | 50.0 | 72.0 | 83.3 | 96.7 | 455.3 | 3 |
| Pro 3 | Forward | 70.0 | 84.4 | 56.7 | 57.3 | 70.0 | 96.7 | 435.1 | 4 |
| Pro 15 | Defender | 46.7 | 75.6 | 36.7 | 46.7 | 93.3 | 66.7 | 365.6 | 5 |
| Pro 10 | Defender | 56.7 | 82.2 | 30.0 | 36.0 | 60.0 | 63.3 | 328.2 | 6 |
| Pro 2 | Midfielder | 45.0 | 42.2 | 66.7 | 46.7 | 50.0 | 60.0 | 310.6 | 7 |
| Pro 14 | Defender | 35.0 | 33.3 | 56.7 | 44.0 | 63.3 | 43.3 | 275.7 | 8 |
| Pro 4 | Forward | 41.7 | 53.3 | 56.7 | 40.0 | 26.7 | 46.7 | 265.0 | 9 |
| Pro 12 | Forward | 36.7 | 26.7 | 56.7 | 49.3 | 53.3 | 26.7 | 249.3 | 10 |
| Pro 7 | Defender | 43.3 | 35.6 | 60.0 | 46.7 | 33.3 | 16.7 | 235.6 | 11 |
| Pro 8 | Defender | 25.0 | 37.8 | 36.7 | 30.7 | 46.7 | 40.0 | 216.8 | 12 |
| Pro 5 | Defender | 26.7 | 33.3 | 36.7 | 26.7 | 16.7 | 30.0 | 170.0 | 13 |
| Pro 9 | Midfielder | 8.3 | 8.9 | 46.7 | 20.0 | 6.7 | 0.0 | 90.6 | 14 |
| Pro 13 | Midfielder | 1.7 | 2.2 | 50.0 | 21.3 | 0.0 | 3.3 | 78.6 | 15 |
| Pro 16 | Defender | 11.7 | 15.6 | 20.0 | 10.7 | 10.0 | 10.0 | 77.9 | 16 |
6. Physical + Psychological Integration
Physical Load Index vs Psychological Inference Total
Integrated Ranking Table
| Player | Position | Minutes | total_distance_full_all | total_metersperminute_full_all | sprint_distance_full_all | sprint_count_full_all | hsr_distance_full_all | hsr_count_full_all | psv99 | highaccel_count_full_all | highdecel_count_full_all | Physical_Load_Index | Psych_Inference_Total | Physical_Rank | Psych_Rank |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pro 6 | Forward | 75 | 9660 | 94.8 | 115 | 9 | 350 | 37 | 27.3 | 2 | 13 | 10140 | 473.0 | 1 | 2 |
| Pro 14 | Defender | 90 | 9510 | 93.4 | 33 | 4 | 373 | 27 | 24.9 | 0 | 5 | 9921 | 275.7 | 2 | 8 |
| Pro 15 | Defender | 90 | 8982 | 88.2 | 93 | 7 | 342 | 31 | 26.3 | 0 | 15 | 9432 | 365.6 | 3 | 5 |
| Pro 11 | Forward | 90 | 8469 | 83.1 | 112 | 10 | 531 | 47 | 26.3 | 2 | 14 | 9128 | 455.3 | 4 | 3 |
| Pro 3 | Forward | 82 | 8424 | 90.8 | 138 | 11 | 434 | 44 | 28.4 | 0 | 9 | 9005 | 435.1 | 5 | 4 |
| Pro 2 | Midfielder | 90 | 7921 | 93.6 | 56 | 6 | 387 | 29 | 25.4 | 0 | 5 | 8369 | 310.6 | 6 | 7 |
| Pro 1 | Forward | 90 | 7408 | 96.1 | 142 | 9 | 385 | 36 | 29.0 | 4 | 14 | 7953 | 494.6 | 7 | 1 |
| Pro 10 | Defender | 15 | 7223 | 85.3 | 129 | 9 | 297 | 27 | 27.8 | 0 | 12 | 7661 | 328.2 | 8 | 6 |
| Pro 12 | Forward | 18 | 7329 | 95.1 | 26 | 3 | 252 | 25 | 23.3 | 1 | 8 | 7616 | 249.3 | 9 | 10 |
| Pro 8 | Defender | 90 | 7086 | 92.0 | 46 | 5 | 237 | 20 | 24.7 | 0 | 8 | 7377 | 216.8 | 10 | 12 |
| Pro 7 | Defender | 90 | 2692 | 108.6 | 24 | 3 | 153 | 14 | 26.1 | 1 | 5 | 2875 | 235.6 | 11 | 11 |
| Pro 4 | Forward | 90 | 2465 | 99.4 | 58 | 7 | 164 | 17 | 27.0 | 0 | 4 | 2691 | 265.0 | 12 | 9 |
| Pro 5 | Defender | 90 | 2334 | 94.1 | 34 | 5 | 121 | 10 | 26.0 | 0 | 3 | 2492 | 170.0 | 13 | 13 |
| Pro 9 | Midfielder | 90 | 1755 | 101.9 | 7 | 2 | 84 | 4 | 24.8 | 0 | 0 | 1846 | 90.6 | 14 | 14 |
| Pro 16 | Defender | 90 | 1568 | 91.1 | 22 | 3 | 108 | 9 | 24.8 | 0 | 3 | 1701 | 77.9 | 15 | 16 |
| Pro 13 | Midfielder | 90 | 1028 | 112.6 | 2 | 3 | 36 | 4 | 23.4 | 0 | 0 | 1066 | 78.6 | 16 | 15 |
7. Pro 12 Individual Player Report
| 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 | Confidence | Composure | Focus | Motivation | Resilience | Self_Regulation | Psych_Inference_Total | Physical_Load_Index | Physical_Rank | Psych_Rank |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pro 12 | Forward | 18 | 7329 | 26 | 252 | 23.3 | 1 | 8 | 95.1 | 3 | 25 | 36.7 | 26.7 | 56.7 | 49.3 | 53.3 | 26.7 | 249.3 | 7616 | 9 | 10 |
Pro 12 Physical Profile
Pro 12 Psychological Inference Profile
Pro 12 Compared to Team Context
8. Pro 12 Coach Notes
## Player: Pro 12
## Position: Forward
## Minutes Played: 18
## Total Distance: 7329 m
## Meters per Minute: 95.1
## Sprint Distance: 26 m
## Sprint Count: 3
## HSR Distance: 252 m
## HSR Count: 25
## Peak Speed: 23.3
## High Accelerations: 1
## High Decelerations: 8
## Psychological Inference Total: 249.3
## Physical Rank: 9
## Psychological Inference Rank: 10Coach interpretation should consider Pro 12’s physical outputs, tactical role, minutes played, and match demands. The psychological inference profile should be used as a conversation starter with the athlete, not as a final psychological diagnosis.
9. Match Trends Template
This file currently analyzes one match. For true match-to-match trends, add one of these columns to future files:
Match_DateMatch_IDOpponent
Once those columns are added, the same dashboard can track player development across multiple matches.
10. Coach-Ready Takeaways
## Top Total Distance Player: Pro 6## Top Meters per Minute Player: Pro 13## Top Sprint Distance Player: Pro 1## Top HSR Distance Player: Pro 11## Top Peak Speed Player: Pro 1## Top Psychological Inference Player: Pro 111. Practical Use for Coaches
This dashboard can help coaches identify:
- Players with high workload output
- Players with strong sprint and high-speed activity
- Players with large acceleration/deceleration demands
- Players whose physical behaviors suggest strong inferred confidence, focus, motivation, resilience, composure, or self-regulation
- Players who may need follow-up conversations regarding recovery, confidence, fatigue, or role clarity