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In this tutorial, the common issue of missing fields for graduated colors in the attribute table is addressed. The solution relates to understanding data types, and a recommendation is made to view a related video on the topic. The example provided features median income data for San Diego County census tracts. To display this data in graduated colors, users must access the properties and change the symbology to quantities, as the median income is a numeric data type. The numeric identification is confirmed by the alignment of the data, with numeric fields aligning to the right, while text fields do not. The tutorial emphasizes the importance of data type knowledge for effective data visualization.