How to know deleted records

As per the client’s requirement, we have disabled several groups and removed the associated users from those groups. I now need to review the records of the users who were removed. Could you please advise on how to check the history for these changes? When we access the audit logs for deleted records, no entries are appearing. 

@Ankur Bawiskar