The visualization of clustered graphs is an essential tool for the analysis of networks, in which clustering techniques like community detection can reveal various structural properties. We give a brief description of how we succeeded to draw clustered graphs as topographic maps by combining a tree map approach with the topographic map metaphor. The proposed method is then applied to a similarity network of bestseller books of the Amazon website.