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Default Grouping data

I have data in Excel 2003 in the format of true/false dichotomies for 15
different characteristics in 15 columns. I want to show which characteristics
occur together. Doesanyone know how to do this? I had thought of creating a
new column containing all true data but cannot make thiswork. Can anyone help?
 
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