Galaxy clusters approximate a planar distribution in a three-dimensional pa
rameter space that can be characterized, for example, by an optical luminos
ity, half-light radius, and X-ray luminosity. We find the nearest neighbor
clusters for those common to either of two previous fundamental-plane studi
es and a high-quality cluster redshift catalog. Examining scatter about one
plane in parameter space, we find a 2 sigma result that it is dependent on
the nearest neighbor distance. Study of another sample of X-ray clusters s
hows that those with high central gas densities are systematically (2.5 sig
ma) closer to neighbor clusters. These results suggest a possible explanati
on for recent evidence that X-ray cooling flow clusters reside in crowded e
nvironments.