The calculated distance (air line) between Johannesburg and Soweto is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Soweto is certainly longer, as only the direct route (as the crow flies) between Johannesburg and Soweto has been calculated here.
Air line (approximately)
20 kilometers
11 nautical miles