Hi Bala,
Data in cube is correct, if you check the data in PSA you can find deletion indicator active against those 2 records which are deleted. You have to map deletion indicator to the cube & you have to consider only those records without active deletion indicator, whenever required.
Thanks & Regards,
Pradip