On the right is Jefferson Avenue Public School (opened 1909). The groups may have been from St. Ann (Church and School) celebrating a special religious day. The photograph was taken in summer (note the leaves on the trees). Religious processions were known to be held by the congregation of St. Ann Church located at the corner of Dorrance and Pond Streets.
