Draft:EasyGraph

EasyGraph is an open-source network analysis and network embedding software package. It is mainly written in Python and supports analysis for undirected networks and directed networks. EasyGraph supports various formats of network data and covers a series of important network analysis algorithms for node centrality analysis , detecting community structure , structural hole spanner detection , and graph representation . Moreover, EasyGraph implements some key elements using C++ and introduces multiprocessing optimization to achieve better efficiency.

History
EasyGraph was developed by the DataNET group at Fudan University. Our goal is to build a cross-platform library which could be useful for interdisciplinary network analytics.

It's first version 1.0 has been launched in 2023.

Applications
EasyGraph has multiple notable applications including basic properties and operation of networks

, detection of structural hole spanners, network embedding , network construction , and community detection .