It happened at North 56th and Media streets at 12:30 a.m. Monday.
Police found the ATM blown up on the sidewalk.
It is unclear if any cash was taken.
The Bureau of Alcohol Tobacco and Firearms was called in to investigate.
Licenses and Inspections also responded to check if the building has structural damage.
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