An animated figure showing a real knowledge graph of 14,956 nodes and 28,784 edges as a landscape. The graph's layout is the ground plane and a measure of each region is its height, so the shape of the surface is the shape of the distribution. Under degree the surface is a nearly flat plain broken by two violent spikes and a handful of lesser ones: mean degree is 3.85 and the median is 2, while the largest hub carries 1,460 edges, which is about five percent of every edge endpoint in the graph. Under PageRank the surface is almost the same, with weight concentrated in the same few places, because traversal pools where the edges already are. Under clustering the surface changes character completely, becoming a broad low landscape spread across most of the graph rather than a few peaks, because tight neighbourhoods are common while hubs are rare. Read together the three say that the graph is mostly flat ground with a few towers, and that a traversal starting anywhere other than a tower has very little to walk on.