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GraphX Tennis Stats

Using ATP Tennis stats from Jeff Sackmann

Hypothesis

Observation: In roughly 1/3 of the ATP tennis matches simply looking at the official ATP ranking would imply a wrong outcome.

The approach taken in this attempt is to model the occurrences of matches as a graph and infer the relative strengths of players based on their relationship to one another.

player graph