Playground →
The top 10 neighbors for TobyMac are drawn entirely from a single subcategory: Musicians and Bands — with one exception, an author. The cluster sits within a narrow similarity band (0.93 to 0.98), which is the defining feature of a flat shape: no single neighbor dominates, and no neighbor falls far behind.
Third Day (0.98) and Chris Tomlin (0.98) sit at the top, separated by less than 0.001 from each other and from Jeremy Camp (0.98) and MercyMe (0.98). Matthew West (0.98), Casting Crowns (0.98), Kari Jobe (0.96), and David Crowder (0.96) extend the run. All eight are Musicians and Bands — the same subcategory as TobyMac itself. The ninth neighbor, Max Lucado (0.95), is an Author, and the tenth, Big Brother (0.93), is a TV Show — the only non-musician and the only non-celebrity entity in the set. Hillsong UNITED does not appear until further down the broader graph.
The composition of the top 10 is almost entirely same-kind: eight fellow Musicians and Bands, all operating in the same faith-oriented space, clustered so tightly that the audience shape is essentially indistinguishable across them. The presence of Big Brother at position 10 — the lowest score in the set — is the one structural outlier, but it does not disrupt the dominant pattern.
This is an audience that maps almost exclusively onto a single, coherent musical community, with virtually no separation between the nearest neighbors.
