There are not any absolute ways to know when you are being fed partial data, or even false data, if it is skillfully done. There are certain intuiitive alarms that go off when you are fed bad data, but you have to keep a sharp eye out for them. And you have to be very good and finding out more data, figuring out ways to test data, and learning what false data smells like.