Why isn't a specific location appearing in my analytics data anymore?

Almost every day i see someone from an certain location coming to the website. The location is visible via live view on the day they viewed. But when i try to look inside analytics and search for the same location (to see how many times they have viewed in past months) this location is not showing up anymore.

Is this because the person watching is using a private browser or does this have another reason?