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Building the teammate compilation step is showing the need for a more comprehensive sample dataset, possibly including real data. Thus far I've been working with a dummy game and sample players, which got me through the import phase. As the tool gets more complex, however, I either need to flesh that dummy data out in much more detail - or take the step that feels inevitable at times and switch to a small set of real data.
My most likely step in this direction would be to start using 1996 data from Major League Soccer, since that is the dataset I have at hand.
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