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Gephi is widely used within the digital humanities (in history, [21] literature, political sciences, etc.), a community where many of its developers are involved. Gephi inspired the LinkedIn InMaps [ 22 ] and was used for the network visualizations for Truthy.
The standard 78-edge network data set for Zachary's karate club is publicly available on the internet. [3] The data can be summarized as list of integer pairs. Each integer represents one karate club member and a pair indicates the two members interacted. The data set is summarized below and also in the adjoining image.
Gephi [8] is an interactive visualization and exploration platform for all kinds of networks and complex systems, dynamic and hierarchical graphs. It is a tool for people that have to explore and understand graphs.
A social network diagram displaying friendship ties among a set of Facebook users.. Social network analysis (SNA) is the process of investigating social structures through the use of networks and graph theory. [1]
Exponential Random Graph Models (ERGMs) are a family of statistical models for analyzing data from social and other networks. [1] [2] Examples of networks examined using ERGM include knowledge networks, [3] organizational networks, [4] colleague networks, [5] social media networks, networks of scientific development, [6] and others.
NodeXL is a network analysis and visualization software package for Microsoft Excel 2007/2010/2013/2016. [2] [3] The package is similar to other network visualization tools such as Pajek, UCINet, and Gephi. [4]
A small-world network is a graph characterized by a high clustering coefficient and low distances.On an example of social network, high clustering implies the high probability that two friends of one person are friends themselves.
Gephi, an open source graph visualization and manipulation software. Graph-tool , a free Python module for manipulation and statistical analysis of graphs. NetworkX , an open source Python library for studying complex graphs.