Usage Scenario 3
Salary fairness analysis
Compare wage distributions for similarly rated players across leagues and nationalities, then surface whether pay differences remain statistically meaningful.
Kruskal-Wallis H-test summarises cross-league wage differences for the selected overall-rating band.
Rating band
80-90
Leagues
24
P-value
0.0000
Heatmap cells
135
Fairness filter
Overall-rating band for wage comparison
Kruskal-Wallis H-test & Dunn's Post-hoc
Statistical test summary
Statistic
1088.726
The selected band shows statistically meaningful wage differences across leagues.
Dunn post-hoc pairs use Bonferroni correction and groups with fewer than 2 players are excluded from statistical tests.
League wage spread
Min-to-max range with average and median markers
Avg markerMedian markerSamples 2-958
Nationality pay matrix
Average wage by nationality and league
€172,840
Germany in LaLiga