It happened Sunday night near Frankford Avenue and Tioga Street in Kensington.
Police say the 20-year-old male victim was taken to the hospital in stable condition.
Action News obtained surveillance video of the man police are questioning.
In the video, the man is seen wearing a blue surgical glove.
Police believe the gunman may have also been wearing blue surgical gloves.
No further details have been released.
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