Introduction
Social computing analytics encompasses Social Networking Analysis (SNA) and Visualization tools. SNA is the process of mapping and determining relationships between people, organizations, computer, groups, URLs and any connected entity. Visualization tools are the tools used to make people understand the significance of informational entity/variable, and it may include software, table, and graphical content.
Graph-Tool
It is a perfect Python application that maneuvers and statistical analysis graphs. It works differently from other Python programmed module since its algorithms and structures are built in C++, therefore have practical functionality social networks like Boost-Graph library (Desale, 2019). The tool can work interactively with other packages
Graphviz
It is an open-source visualization tool, that takes information of visualization tool in text format and make diagrams in intended formats like images, PDF, and scalable vector graphic for websites through the browser. It has capabilities to provide fonts, custom shapes, and fonts.
Gephi
It is highly interactive visualization software that is compatible with all type of networks. It runs on all operating systems, and it explores to check graphs while the user manipulates with elements of color, shapes, and structures to view concealed property.
Cytoscape
It is an open source application that views molecular networks biological pathways, and it integrates these networks with comments and expression. Initially designed for biological researches, the tools developed to study complex inter-connection to nodes of social networks. For that reason, it is used in molecular profiling analysis, new file format, adding new layouts, scripting with other software(s) and connecting the statistical databases (Desale, 2019).
Commetrix
It is an application framework for a dynamic network. Commetrix is designed to explore interconnections. It can read all available sources of the connected node. It can involve patterns of discussions, emails, electronic connections, and messages through the node of the IP address.
The Benefit of Each to The Organization
Graph-tool is perfect software to use in an organization since it changes raw data into the insight of action because of its interactivity. It is designed with C++ language which is objected oriented and Python which uses simplified attributes of data to make execution of a process quicker (Desale, 2019). Hence, much time will be saved and accurate data produced.
Since it is an open source tool, the organization can use the software friendly to realize high outputs. It will enable the organization to provide any form data they wish whether shapes, text format, PDF documents for the detailed report, and customized shapes. The most fantastic benefit with the organization is that the figure and graph produced can produce statistical data on the company's website with the help of SVG (scalable vector graphs).
Gephi visualization tool will allow the user to identify the hidden data through manipulation of investigated information from the graphs by the platform. In that manner, a worker in the organization can get the data that couldn't be traced. The organization will have no problem dealing with other operating system and teaching the illiterate workers since it can run on Linux and any windows compatible machine, whether window XP or Windows Vista.
Cytospace tool would be essential to the organization since it can represent the smallest amount of data even the one that cannot be viewed with naked eyes. The platform will leave almost no space for loss or assumption. Guaranteeing 100% efficiency is impossible (Desale, 2019).
Commetrix can be used by the managers of the organization or the IT department, to listen to intruders in the organization. The organization can use the Wi-Fi or any other node to the substitute organization to and get a lot of information.
References
Desale, D. (2019). Top 30 Social Network Analysis and Visualization Tools. Retrieved from https://www.kdnuggets.com/2015/06/top-30-social-network-analysis-visualization-tools.html
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Working of Visualization Tools and Social Network Utilization. (2022, Dec 10). Retrieved from https://proessays.net/essays/working-of-visualization-tools-and-social-network-utilization
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