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This lecture introduces the cognitive processes involved in exploratory spatial data analysis, emphasizing the importance of visual thinking and simplification in extracting information from data. Topics covered include visual processing, mental representations, mathematical visualization, and tools for data exploration. The lecture also delves into historical perspectives on data analysis and references key works in the field.