This paper presents a comprehensive study on the identification and analysis of Service Degradation (SD) events within a university dormitory network. leveraging LAN data to develop a robust methodology applicable to diverse networking environments. Employing statistical techniques. such as Interquartile Range (IQR) and Z-score analyses. https://atlanticknifers.shop/product-category/knife-care/