My taskbar is laid vertically along the left edge of the screen, so I can have full ungrouped small-icon text labels for every application. Monitors are wide, horizontal real-estate is cheaper than vertical.
Probably on the side of the screen, which is also where I like it. This change was actually a tipping point for me to give Linux another chance for daily driving.