The indices obtained from the MAP4C calculation were used to create a locality-sensitive hashing (LSH) forest of 32 trees. For each molecular structure, the 500 approximate nearest neighbors in the MAP4C feature space were extracted from the LSH forest and used to calculate the TMAP layout. The resulting layout was displayed in an interactive TMAP using the open-source Faerun package.