The calculated distance (air line) between Canary Wharf and Brixton is approximately 5 miles respectively 7 kilometers.
By car or train, the actual journey to Brixton is certainly longer, as only the direct route (as the crow flies) between Canary Wharf and Brixton has been calculated here.
Air line (approximately)
7 kilometers
4 nautical miles