Within the realm of Six Standard Deviation methodologies, Chi-Square analysis serves as a crucial technique for determining the relationship between categorical variables. It allows practitioners to determine whether actual frequencies in different groups vary significantly from anticipated values, helping to identify possible causes for operationa