The article discusses how the chi-square procedure is used to analyze data in contingency tables to see if there are significant differences. It can be used to test if data fits a certain pattern or if variables are independent. The data is organized in rows and columns, making it easier to understand. SPSS and Excel can help with chi-square analysis, with SPSS giving a more detailed summary. The chapter shows how to use both programs with an example.