A Detailed Analysis Example of Network Traffic Data: Experiment Report and MATLAB Source Code

This article presents a detailed analysis example of network traffic data, offering comprehensive experimental documentation and complete MATLAB source code programs for better understanding and practical application of the described methodologies. The experimental report thoroughly documents our analysis workflow, including preprocessing techniques such as data normalization and outlier detection, along with the final conclusions supported by extensive data visualizations and statistical charts. The MATLAB implementation provides well-commented source code featuring key functions for traffic pattern recognition, time-series analysis algorithms, and data visualization modules. Each code segment includes explanatory annotations detailing the implementation logic, algorithm parameters, and expected outputs. Through studying this material, readers will gain practical insights into applying these analytical methods for effective processing and interpretation of network traffic datasets.