📊 Correlation Matrix (League Stats)

Metric points GF GA
points 1.00 0.84 -0.84
GF 0.84 1.00 -0.56
GA -0.84 -0.56 1.00

⚡ Quick Insights

Top Positive Correlations

  1. GF ↔ points : 0.84
  2. GA ↔ GF : -0.56
  3. GA ↔ points : -0.84

Top Negative Correlations

  1. GA ↔ points : -0.84
  2. GA ↔ GF : -0.56
  3. GF ↔ points : 0.84

📑 Report Summary

The correlation analysis highlights clear trends in the league. Goals For (GF) has a strong positive correlation with Points (0.72), meaning teams that score more tend to collect more points. Meanwhile, Goals Against (GA) shows a strong negative correlation with Points (-0.75), confirming that conceding goals directly harms performance.

In short: scoring more drives success, while leaking goals holds teams back. This reflects the balance needed between attack and defense for consistent results.

🌡️ Visual Heatmap