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We present an information visualization tool, known as GreenMax, to visually explore large small-world graphs with up to a million graph nodes on a desktop computer. A major motivation for scanning a small-world graph in such a dynamic fashion is the demanding goal of identifying not just the well-known features but also the unknown-known and unknown-unknown features of the graph. GreenMax uses a highly effective multilevel graph drawing approach to pre-process a large graph by generating adoi:10.1057/palgrave.ivs.9500177 fatcat:7ylcrumlgvbzbn6u4hra7woykq