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Randomization With NEWID()

Michael J. Swart tests whether ORDER BY NEWID() produces a biased result:

One of his articles, Visualizing Algorithms has some thoughts on shuffling at

He says that sorting using a random comparator is a rotten way to shuffle things. Not only is it inefficient, but the resulting shuffle is really really biased. He goes on to visualize that bias (again, I really encourage you to go see his stuff).

Ordering by random reminded me of the common technique in SQL Server of ORDER BY newid(). So I wondered whether an obvious bias was present there. So I shuffled 100 items thousands of times and recreated the visualization of bias in a heat map (just like Mike did).

I’ve used this pattern to good effect, but definitely pay attention to Michael’s warning at the end.