These types of maps use parallel coordinates to visualize statistics. A parallel coordinate graph is used to plot large multivariate datasets. Each variable in the data plot is represented as its own Y Axis on the graph. This map represents baseball statistics.
http://www.matthewtavares.com/baseball_report/graph_allteams.bmp
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