By use of a correlogram and ordered bar chart, I tested the actual Moneyball theory, that teams that succeed in getting players on base are more successful. The theory, statistically, is proven true, as it On Base Percentage has a greater correlation with Wins than Batting Average, Slugging Percentage, and Home Runs.