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Graphviz is open-source graph visualization framework. It has several main graph layout programs suitable for social network visualization. Network Overview Discovery Exploration for Excel (NodeXL) Network analysis, content analysis and graph visualization software xlsx (Excel 2010, 2013, 2016, 2019, 2021, 365), GDF, GEXF, Pajek, UCINet, GraphML
NetworkX has many network and graph analysis algorithms, aiding in a wide array of data analysis purposes. One important example of this is its various options for shortest path algorithms. The following algorithms are included in NetworkX, with time complexities given the number of vertices (V) and edges (E) in the graph: [ 21 ]
Plotly is a technical computing company headquartered in Montreal, Quebec, that develops online data analytics and visualization tools. Plotly provides online graphing, analytics, and statistics tools for individuals and collaboration, as well as scientific graphing libraries for Python, R, MATLAB, Perl, Julia, Arduino, JavaScript [1] and REST.
The visualization environment VoreenVE based on that engine is designed for authoring and performing interactive visualizations of volumetric data. Different visualizations can be assembled in form of so-called networks via rapid prototyping, with each network consisting of several processors. [5]
Orange is an open-source software package released under GPL and hosted on GitHub.Versions up to 3.0 include core components in C++ with wrappers in Python.From version 3.0 onwards, Orange uses common Python open-source libraries for scientific computing, such as numpy, scipy and scikit-learn, while its graphical user interface operates within the cross-platform Qt framework.
LaNet-vi is an open-source network visualization software. It is an acronym that stands for Large Networks visualization Tool. LaNet-vi is based on the k-core decomposition of a network. This decomposition was introduced by Seidman [1] in 1983 and divides the network in layers (the cores) thus providing a centrality measure for nodes.
graph-tool, a free/libre Python library for analysis of graphs; Graphviz, an open-source graph drawing system from AT&T Corporation [28] Linkurious, a commercial network analysis and visualization software for graph databases; Mathematica, a general-purpose computation tool that includes 2D and 3D graph visualization and graph analysis tools. [29]
Knowledge discovery is an iterative and interactive process used to identify, analyze and visualize patterns in data. [1] Network analysis, link analysis and social network analysis are all methods of knowledge discovery, each a corresponding subset of the prior method.