Within the scope of Six Standard Deviation methodologies, χ² analysis serves as a vital tool for evaluating the connection between categorical variables. It allows professionals to establish whether recorded frequencies in various groups differ significantly from expected values, supporting to detect likely causes for system instability. This sta