But... It's true. Deleting data completely is an easy way to gimp and lobotomize your future analysis.

Storage is cheap. Never delete data.

I prefer audit tables. Soft deletes don't capture updates, audit tables do (you could make every update a delete and insert in a soft delete table, but that adds a lot of bloat to the table)