If you raise crops or farm animals, you are a farmer.
The USDA is not trying to pull a fast one with the definition of a farmer.
We could have a discussion about farmers that have other jobs and so are part time farming and part time something else. That tends to correlate with less intensive farming like corn and soybeans.