Wharton was the former world record holder at 100-yards and is widely accepted as the first black professional footballer.
He played for Darlington in 1886. He also played in goal for Preston in a FA Cup semi-final in 1887. His career ended at Sheffield United when a young William 'Fatty' Foulke took his place.