Why did Joseph choose to marry Mary despite her unexpected pregnancy?

Joseph chose to marry Mary despite her unexpected pregnancy because he believed that the child she was carrying was a result of a divine miracle, as explained to him by an angel in a dream. He trusted in God's plan and chose to support Mary and raise the child as his own.