If you had the data, it would be pretty simple to use basic college level statistics to check for fraud.

On the other hand, the 'blue states' are really large blue cities: New York, LA, Chicago, etc.

One would indeed expect the lotto winnings to geographically skew towards the very large population centers with very large numbers of people buying a very large share of the total number of tickets.