delete hash from users where email='emailaddress@hotmail.com';

Why is the above line not working? I want to delete the value in the hash column in the row the contains the specified email.

That should be:

UPDATE users SET hash = '' WHERE email = 'emailaddress@hotmail.com'

DELETE FROM is used to delete entire rows.

commented: Big oops inbound. +9
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