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.
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