Perhaps fans are just more interested in teams that win. Here are displays of other variables in the dataset of exercise 49 (espn.go.com). Are the teams that win necessarily those that score the most runs?

a) Do winning teams generally enjoy greater attendance at their home games? Describe the association.
b) Is attendance more strongly associated with winning or scoring runs? Explain.
c) How strongly is scoring more runs associated with winning more games?

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Correlation Wins Runs Attend Wins 1.000 Runs 0.437 1.000 Attend 0.1330.4771.000 3.500.000 2,500,000 9e 1,500,000+ 60 70 80 90 Wins