can I know if there are anyways to retrieve deleted rows from tables? I didn't manage to do a backup of the database before the application clears off my data.
Unless your database was archiving the logs in which case you could replay the set of logs starting before deletions. However, you would need to have a base backup that you could use, and I assume you do not have this setup. In this case, you're not able to retrieve your deleted rows.