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> We built hash tables by converting strings to integers and then using modulus

What's wrong with that?

We were essentially doing the lose-lose algorithm. It's a functioning hash table but there's a lot of room for improvement.

Ah, ok. Using something like loose-loose as hash function is indeed a terrible idea.