The calculated distance (air line) between Spitalfields and Reading is approximately 39 miles respectively 63 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Spitalfields and Reading has been calculated here.
Air line (approximately)
63 kilometers
34 nautical miles