This might be hard to do depending on your records, but maybe check other earnings around other sporting events? It might be gambling winnings, and while it probably can't prove it, it might yield a trend.

It doesn't have to be major sporting events either like the super bowl, it might just be general sports gambling, which would be crazy fun and interesting to see! So maybe dig through records around other sporting events!