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Chapter 8 Summarizing Data 273<br />

Tabulating Data<br />

Figure 8.11 Using the “All” Keyword<br />

8 Summarizing Data<br />

Columns by Categories<br />

Columns by Categories is a variant of grouping columns, and is an option that appears when you<br />

drag multiple columns to the Table. They are independent grouping columns sharing a common set of<br />

values. When a set of grouping columns is used collectively as Columns by Categories, a<br />

crosstabulation of the column names and the categories gathered from these columns is generated. Each<br />

cell is defined by one of the columns and one of the categories. If Columns by Categories is defined<br />

on the Column table, then the corresponding categories are automatically used to define the row table.<br />

Columns by categories<br />

For example, researchers collected data on the importance of self-reported factors in children’s<br />

popularity. The top table in Figure 8.12 tabulates the percentage of the one to four ratings of each<br />

category. It was made by adding Grades, Sports, Looks, and Money as Columns by Categories.<br />

The bottom table in Figure 8.12 further breaks down the tabulation by demographic data.

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