Method and system for analyzing and interacting with centralized telecommunication networks through multi-layer graphs

This disclosure relates to method and system for analyzing and interacting with network behavior in a centralized telecommunication network. The method includes receiving in real-time, network data from each of a plurality of access points in the telecommunication network; determining intra-layer graph data corresponding to network layers associated with the plurality of access points and inter-layer graph data corresponding to plurality of network layers based on the network data; iteratively determining network behavior parameters corresponding to each of the set of intra-layer connections and each of the set of inter-layer connections based on intra-layer graph data and inter-layer graph data; and generating a multi-layer graphical representation based on the intra-layer graph data, the inter-layer graph data, and the network behavior parameters representing at least one selected multi-relational or multiplex quality of each of relevant intra-layer relationships and inter-layer relationships in the telecommunication network.