Correlation between aces and points won in tennis


Suppose you're given the following dataset, showing the percent of points won, as well as the percent of points that were aces for a number of tennis matches (preview below):

points aces
0 0.398058 0.038835
1 0.613208 0.075472
2 0.533784 0.054054
3 0.461538 0.023077
4 0.463235 0.007353

Using this dataset, estimate the correlation between the number of aces and the percent of points won by the tennis player.


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