What type of data source are you connecting to? Have you tried changing the data type within Tableau?
If you can provide more details on what is occurring, we can try to help.
Are you missing a year, month, or day?
Thanks Matthew and Alex for responding to my question. When I saved my file as .xlsx (from csv), it worked fine. I am all set for now.