 It was a railroad stop and the discovery of large areas of soft coal nearby made it the center of a vigorous mining industry in the late 19th century and early 20th century.Seton Hill College, formerly St. Joseph's Academy, became a four-year women's institution in 1918.Greensburg became a City of the Third Class on January 2, 1928.