In this paper, we present methods of information visualization that applies to the discovery of patterns in World-Wide Web sites. We hope to use techniques of information visualization to help in the organization and categorization of Web sites. We present a detailed case study of using the spreadsheet to analyze the content, usage, and structure of a large Web site. We demonstrate how the visualization spreadsheet principles apply in this specific data domain.