1. MAGPIE 36 : These are atomic (typically distance and nearness) averaged features covered in this work . We have used the MATMINER 's implementation of Magpie to generate the features, calling specific featurization vectors pertinent to geometric and electronic properties. The original work is generic to both crystalline and amorphous materials and quite applicable to MOFs. There are 132 features calculated though MAGPIE with each of the feature name starting with "MagpieData".