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Make sure you are rendering them in WebGL (it's not supported by IE though). Unfortunately this size of graphs is still considered large and is very performance intensive. A better, multilevel graph drawing algorithm should be implemented to make the rendering faster...
When trying to render 10000 nodes it takes much of time for making the nodes apart. How to make it render fast?
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