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The problem of aggregating large samples of criminal data in visual representations, as often observed in many studies using geographic information systems and optimization tools to perform social assessments and design spatial patterns, is discussed in this work. A compensation bias in the correlation measure of the spatial association can be found in such types of big data aggregations, which may...
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