The incident happened at the Walmart on Springfield Road in Union Township on Tuesday, March 12.
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Detectives say the victim was shopping when she was approached by the two women.
They allegedly sprayed her in the face with some sort of cleaning liquid and snatched her purse.
The victim says she became disoriented when she was sprayed, but she was not seriously hurt.
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Police released surveillance photos of the suspects, who they say fled in an older four-door small silver sedan.
Anyone with information on the incident can contact the Union Police Department at 908-851-5030.
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