Error when confirming delete customer

[schoolboy]

Not sure if the error is still present but I did notice the following.

In some tables, the field is named customer_id and in others it is customers_id . I also thought that it needed "s" - but the field in that table is without the "s". Maybe there's a reason for the difference...