Long-Term Evolution Time Division Duplex (LTE-TDD) technology is widely used, which emphasizes how crucial it is for understanding its traffic dynamics for effective network operation. This paper presents a simple approach to analyze and track LTE-TDD traffic in order to learn more about the behavior and performance of the network. The framework provides a comprehensive overview of LTE-TDD network performance and consists of a real-time monitoring tool, data processing algorithms, and visualization techniques. The objective of the methodology covered in this article is crucial to understanding the network topology of 4G LTE TDD traffic to measure the security issues present in the framework. The results show that the framework can give network operators useful insights for efficient network operation and management through a case study and testing using real LTE-TDD traffic statistical analysis. Furthermore, by acquiring and analyzing data, this work examines relevant security vulnerabilities and addresses security threats related to LTE-TDD data transmission.