Using SQL's NOT IN clause can cause unexpected errors when the subquery contains NULL values. This happens because the NOT IN clause evaluates conditions using the AND operator, leading to UNKNOWN results when NULLs are present. To avoid this issue, filter NULL values out in the subquery or use Anti Joins as alternatives.
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