Abstract: A system to organize, search and display unstructured data comprising a token retrieval module, a document indexing engine, a subspace search module and a user interface module has been devised. The system retrieves a plurality of tokens and associates them with coordinates in subspace. It also retrieves documents and creates a multidimensional matrix of documents and tokens where each cell contains the number of times the token occurs in each document. That matrix is employed in a search using user specified search terms. The search results are displayed such that the search tokens occupy specific spatial coordinates and documents spatial coordinates are dictated by the relative preponderance of each search term in each document.