巨大的图形可视化 [英] Huge Graph Visualization

问题描述

我有一个文本，其中包含一个具有300万个以上节点的图形，并且需要对该图形进行可视化，我一直在寻找一些有助于可视化该图形的工具，但它们最多可以可视化100K/1M节点. 谁能建议一种可视化这样一个巨大图形的方法或工具?

I have a text contains a graph with more than 3 millions nodes and I need to visualize this graph, I've looked for some tools to help me visualizing this graph but they can visualize up to 100K / 1M nodes. Can anyone suggest a way or tool to visualize such a huge graph ??

推荐答案

您将很难将所有图形可视化为节点链接图.诸如 Gephi 或 Cytoscape 不会帮您.

You will have a hard time visualizing all your graph as a node-link diagram. Tools like Gephi or Cytoscape for example will not help you.

此外，如果您要可视化如此巨大的图形，则很可能最终会得到一些不太有见地的东西.

Furthermore, if you were to visualize such a huge graph, you would most likely end-up with something not very insightful.

您可以使用其他技术，包括: -本地浏览:如果您需要交互式地可视化图形中的子图形( http://www.hiveplot.net/)

You could use other techniques including : - local exploration : if you need to visualize interactively a sub-graph within your graph (http://fr.slideshare.net/Linkurious/graph-visualization-options-and-latest-developments) - hive plots : if you need to visualize relationships among all edges for a graph (http://www.hiveplot.net/)

我建议阅读此演示文稿，以了解可视化大图的兴趣: http://fr.slideshare.net/mathieu-bastian/visualize-big-graph-data

I recommend reading this presentation about the interest of visualizing large graphs : http://fr.slideshare.net/mathieu-bastian/visualize-big-graph-data

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