Try using the precompiled binary here:
http://www.lfd.uci.edu/~gohlke/pythonlibs/#python-igraph
Choose the correct version, use pip and enter:
python -m pip install path/to/igraph.whl
Do not change the name of the wheel. Make sure you have the eyedropper, wheel and setuptools installed.
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