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I have started to experiment with
[Manylines](https://github.com/medialab/manylines) from [Sciences
Po](http://tools.medialab.sciences-po.fr/). I managed to install it on
an [Ubuntu server](http://www.ubuntu.com/download/server) and it is now
online [here](http://data.thehappysociety.net:8000/) (Note: For testing
only, don't save your work here).
Manylines reads .gefx network files. Once you have uploaded a file, you
can zoom in and create snapshots called "views". When you have a few
views, you can begin writing a "narrative" to tell a story about the
network you are analyzing.
For the purpose of demonstration, I have made a brief presentation of
some Web of Science data (above). It's a small sample of keywords found
in articles on "Citizen Science".