The calculated distance (air line) between Higashidate and Yokohama is approximately 108 miles respectively 174 kilometers.
By car or train, the actual journey to Yokohama is certainly longer, as only the direct route (as the crow flies) between Higashidate and Yokohama has been calculated here.
Air line (approximately)
174 kilometers
94 nautical miles