Indianapolis, Indiana is known as the 'Railroad City' due to its historical significance as a major railroad hub. The city was strategically important for rail transportation in the Midwest, hosting numerous rail lines and repair facilities. Manila, Miami, and Pittsburgh do not have this nickname.