The incident happened Friday afternoon on board a B6 MTA bus in Brookyn.
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The suspect, who was seated behind the 18-year-old, began to make anti-Muslim statements towards the victim and then spat on her, according to the NYPD.
The woman then threw a cup of soda at her before getting off the bus at Bay Ridge Parkway and Bay Parkway in Bensonhurst.
Police say they are looking for a white woman, approximately 5'5", weighing approximately 200 lbs. and brown hair ties with an orange, yellow and white scarf. She was last seen wearing glasses, a gray t-shirt, gray sweatpants and black sneakers.
Anyone with information about the suspect is asked to call the NYPD's Crime Stoppers Hotline at 1-800-577-TIPS (8477) or for Spanish, 1-888-57-PISTA (74782).
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Tips can also be submitted by visiting the CrimeStoppers website or Twitter @NYPDTips.
All calls are kept confidential.