The suspects allegedly spray painted the F-word in big red letters on the outside of the church on May 30. "BLM" and "NYPDK" were also found on the adjacent wall, and Floyd's name was painted on the steps.
Over the weekend, police said they arrested the women's getaway driver, identified as 26-year-old Yadir Avila Rosas, on charges of criminal mischief and making graffiti.
However, the search continues for the main suspects.
Police said they left the area heading east on 51st Street toward Madison Avenue.
One was wearing a dark colored tank top and shorts, and the other had on a white T-shirt and light colored shorts.
Anyone with information about there whereabouts is asked to call the NYPD's Crime Stoppers hotline at 1-800-577-TIPS (8477), or for Spanish, 1-888-57-PISTA (74782). You can also submit a tip via their website or on Twitter, @NYPDTips. All calls are kept confidential.
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