The third step becomes necessary since the conventional name of the materials in the CSD sometimes contains the name of the adsorbed gas as a suffix. We compiled a list of common adsorbates (see Supporting Information, Section 2, for the full list) and remove them from the name. This approach provided matches for only 334 out of the 7386 NIST-ISODB adsorbents.