It happened just after 5:30 a.m. Monday in the 3900 block of North 2nd Street.
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Thomas Edison High School is located just across the street.
The 29-year-old victim was taken to the hospital where she is listed in stable condition.
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No arrests have been made.
Detectives with the Special Victims Unit are investigating.
Anyone with information is asked to call police at 215-686-TIPS.