You can download this Python library here. NetworkX also has provisions like fast prototyping and is easy to understand. Just like the previous two, this library also offers multiple features like network dynamics and data format support. So, data scientists should be grateful for NetworkX, a Python library that is solely relied on for graphs and networks. Nothing beats the classic Python way of doing things. Gephi is currently maintained and improved by The Gephi Consortium. It is primarily written in Java and is available for Windows, MacOS and Linux platforms. Hinging mainly on network visualisation and data exploration, this tool uses a 3D render engine for creating complex graphs. Gephi is another free to download software exclusively developed for data analysis. Any expert in graph theory will breeze through these by making wonderful analysis with this software. While Tikz focuses on creating complex, PGF is for designing simpler visual diagrams. Both Tikz and PGF are used to create vector-style graphics. They are based on the typesetting language TeX. Tikz And PGFĪ popular software in the scientific research community, Tikz and PGF are two separate software packages in one offering. They are presented in a random order and are available on major operating systems like Windows, MacOS and Linux. Here we list down the top 10 software for graph theory popular among the tech folks. There are plenty of tools available to assist a detailed analysis. Graph theory software makes this job much easier. In fact tech giants like Google, Facebook and eBay use graph theory extensively in their business for the same.Īpart from knowing graph theory, it is necessary that one is not only able to create graphs but understand and analyse them. This area of mathematics helps understand data in a clear and concise manner. Graph Theory is one of the key subjects essential in mastering data science.
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