Ok, looks like I managed to fix this problem by installing these two 
packages in Anaconda:

pkgconfig
setuptools

I don't know which one of them fixed the problem or whether both of them 
were needed but at least I got further with the compilation process in 
spyder. Just my two cents if anybody faces a similar problem.

Thanks.

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