Hard to believe it, but that's a side street. It's 7th, looking northwards. Dayton's department store is on the left; in the middle the first Orpheum theater, where Houdini played in 1915. The Miles theater on the right was renamed the Garrick in 1915, which helps date the picture.

The scene today: