Within the scope of Six Standard Deviation methodologies, Chi-Square analysis serves as a vital instrument for determining the relationship between group variables. It allows practitioners to verify whether recorded frequencies in various categories differ remarkably from predicted values, assisting to detect possible reasons for operational instab