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oK weve seen the box map as an example of an outlier maps there are other examples that well see in the lab for example a percentile map is one that focuses on the upper percentile on the lower percentile as special observations what Id like to do now is just quickly show you some examples of what I mean by these special maps these maps augmented with other devices and will focus on three in particular cartogram conditional Maps and then map animation or a map movie the cartogram is a fairly old device and one of the readings that I included I didnt put it as a reading but one of the references that I included is a review article by Waldo Tobler a history of the cartogram and its very interesting it has several historical examples of old cartograms and then it also talks in into goes into some technical detail on some of the computer science the aspects of how you construct these cartograms now whats the idea here the idea is that a standard choropleth map the unit the spatial u