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From the signing of players such as David Beckham, Thierry Henry, and Miguel Almirón, to the entry of franchises such as Toronto FC, Portland Timbers FC, Atlanta United FC, and Los Angeles Football Club, there has been considerable debate on the current iteration of Major League Soccer -- is the league in MLS 2.0, 3.0, 4.0, or something else? Using a unique database of historical player acquisitions in MLS and player performance statistics, I apply a constrained k-means clustering technique to identify the generations of MLS players and describe their distinguishing characteristics.