I successfully deployed my django webapp but now I am unable to login as superuser even if I put correct credentials
If "deployed" means a new environment, you have to migrate everything and create a new superuser.
BTW you can dump your db with
manage.py dumpdata > dump.json
and load to the new environment with:
manage.py loaddata "path/to/file/dump.json"