Planning a trip to all the states by train is quite the endeavor. Amtrak has stops in 46 states - but many of the trips originate out of main hubs in Chicago and northeast coast cities like New York and Washington D.C. Therefore visiting the 46 states in one trip would require some serious backtracking.