MOS

MOS-index addresses the important node identification issue from the perspective of the order statistics. Meanwhile, it provides a general framework for important node quantification, in which any existing centrality measures or topological features can be embedded in the order statistics for generating the final importance score.

Implementation of MOS-index is available in Python 3.6 and R 3.6.3.

Import the python code into Pycharm, and then load the network data to test. By the way, the parameter "level" could be user-specific. Here, we set level=1. After that complie and run the code. Finally, the result will be obtained.