We're going to first group all advertisements, you engaged in, by their target device type i.e. {Android, iOS, Desktop} & then each of the subgroups to be classified by their on-screen Ad Display Location i.e. {TimelineHome, Spotlight, SearchTweets, ProfileTweets}. That's to be plotted as grouped bar plot.
Here's a sample plot.