In that case to be eligible to receive funds under the Title IV Student Assistance Programs of the Higher Education Act, an educational program must lead to a degree in a public or non-profit institution or must prepare students for a "gainful employment in a recognized occupation.
and how is the earnings data calculated?
Could you read what was described above?
no