The results are ordered by significance, you can click on a column to automatically pivot. For example in this dataset AddMaple detected a significant relationship between Device and Age Category.

Click the toggle "Statistical Test and Calculations" to see the calculations behind the result. AddMaple uses the most appropriate statistical significance test for the selected columns, this could be Chi-Square, ANOVA, T-Test, etc.

Click the toggle "Further Insights Between Column Categories" to discover which group is most significantly different from the rest of your results. Note this only shows up for chi-square and ANOVA comparisons.