The random attack happened in the middle of the day last week at the 72nd Street and Broadway station.
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The victim was slashed in the back and was taken to Mount Sinai West where her injuries required stitches.
Police announced Tuesday that 40-year-old Shamel James was arrested in connection to the crime.
He is facing charges of assault, assault with a weapon, menacing and criminal possession of a weapon.
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