Dataset for: Iterative Neighborhood Information Entropy for Node Influence Evaluation

This data repository provides the minimal dataset required to reproduce the experimental results of a study on node influence evaluation in complex networks. The study is based on information entropy and k-shell decomposition methods to model and analyze node importance.The dataset includes the network data used in the experiments, which are employed to conduct comparative evaluations between the proposed method and existing node influence assessment approaches under different network structures.All data are publicly available and sufficient for result reproducibility. This study does not involve any human or animal subjects and therefore does not require ethical approval.