The calculated distance (air line) between Orkney and Johannesburg is approximately 100 miles respectively 161 kilometers.
By car or train, the actual journey to Johannesburg is certainly longer, as only the direct route (as the crow flies) between Orkney and Johannesburg has been calculated here.
Air line (approximately)
161 kilometers
87 nautical miles