Elias Howe patented the sewing machine, and Isaac Singer improved upon it. The telegraph was also known as the "talking wire". Major railroad lines were concentrated in cities like New York, Cincinnati, and Chicago in the 1850s, helping the northern economy expand, though early railroads faced difficulties like accidents from weak bridges and roadbeds. Farm machinery like McCormick's reaper and inventions like the telegraph boosted northern industrialization.