We made http://github.com/graphistry/pygraphistry http://github.com/graphistry/pygraphistry for that sort of thing, feel free to ping for an API key! The idea

We made http://github.com/graphistry/pygraphistry http://github.com/graphistry/pygraphistry for that sort of thing, feel free to ping for an API key! The idea is by connecting GPUs in your browser to GPUs in the cloud, we can do bigger and bigger datasets over time. We're currently 1M nodes & edges in interactive-time (so no leaving your computer for 1hr+ or crashing), and actively working on the V2 engine to get us to 100X more. And yep, generally we don't want to stay long in large views, so we see it more about being scalable / smart / usable enough to let you go in-and-out.