The quick way (with pip):
pip install icrawler
or (with conda)
conda install -c hellock icrawler
You can also manually install it by
git clone firstname.lastname@example.org:hellock/icrawler.git cd icrawler python setup.py install
If you fail to install it on Linux, it is probably caused by lxml. See here for solutions.