Corrupted indexes, lack of correct indexes, general poor performance on your hosting.
First step: run optimization in all tables (this can take a lot of time if you are worried about it instead of ANALYZE):
OPTIMIZE TABLE table_name
This eliminates any maintenance problems that may arise.
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