 The reason the county name differs from his is because the bill creating the county misspelled Randal's name.Randall County is part of the Amarillo, Texas, Metropolitan Statistical Area.At one time, the large JA Ranch, founded by Charles Goodnight and John George Adair, which reached into six counties, held acreage in Randall County.