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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 ]
The Girvan–Newman algorithm detects communities by progressively removing edges from the original network. The connected components of the remaining network are the communities.
In graph theory, eigenvector centrality (also called eigencentrality or prestige score [1]) is a measure of the influence of a node in a connected network.Relative scores are assigned to all nodes in the network based on the concept that connections to high-scoring nodes contribute more to the score of the node in question than equal connections to low-scoring nodes.
Gephi is also supported by a large community of users, structured on a discussion group [13] and a forum [14] and producing numerous blogposts, papers and tutorials. [ 15 ] In November 2022, a lightweight web version of Gephi, Gephi lite, was announced.
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Waikato Environment for Knowledge Analysis (Weka) is a collection of machine learning and data analysis free software licensed under the GNU General Public License.It was developed at the University of Waikato, New Zealand and is the companion software to the book "Data Mining: Practical Machine Learning Tools and Techniques".