Where do you take visitors beyond the Peak and Tsim Sha Tsui?

For friends who have already done the standard skyline loop, what shows them a more interesting side of Hong Kong in half a day: Sham Shui Po, Tai Hang, Kennedy Town, or somewhere else locals still genuinely recommend?