It happened around 11 p.m. on the 7400 block of Torresdale Avenue.
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Police said the victims pulled up next to Ralph's Pub when someone came out of an alleyway and opened fire.
The 44-year-old male driver was shot in the hand and his 22-year-old male passenger was shot numerous times in the side.
Officials said the driver then drove to Frankford Hospital where the 22-year-old passenger was pronounced dead.
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Police were attempting to access the bar's security video.
There is no word on the suspect.
No arrests have been made.