He searched for a site for his new park and found one on Lehigh Avenue between 20th and 21st Streets, five blocks west of Baker Bowl, straddling the neighborhoods known as Swampoodle and Goosetown. It was still primitive at the time, an area of "high clay bluffs, rain-washed gullies, quagmires, open fields, even ponds" where chickens pecked and pigs rooted. Although a grid of streets was planned for the area, few actually existed. The area was already served by public transportation: trolleys ran up and down Broad Street and back and forth along Lehigh, and both the Pennsylvania and the Reading railroads had major stations nearby. The area had "underachieved" thus far due to the presence of the city's Hospital for Contagious Diseases (the "smallpox hospital") a block west on Lehigh, but Shibe's privileged connections in town brought him word that the city would be closing the facility. Without the hospital, the area's stigma would eventually dissipate, but at the time, the land was still a bargain.