Can you get arrested for attemping to steal a purse on camera the purse was recovered but it was an attempted theft?

Yes, you can be arrested for attempting to steal a purse, even if the purse was recovered. Attempted theft is a criminal offense, and the act of trying to steal, captured on camera, can serve as evidence of intent. Law enforcement may pursue charges based on the attempted theft, regardless of whether the item was ultimately taken.