Thanks Mishra..
The Hierarchies in the SAP Bex Datasource creating the problem on populating the data on the Dashboard. If I remove the Hierarchies and run the dashboard the data is geting populated in the Components of the Dashboard.
Could you please let me is there any problem on the Hierarchies of Bex Query?
Thanks in Advance.