In this talk we introduce Mathchem Python package, give a description of its functionality and provide examples of use Mathchem together with Sage to illustrate a workflow how to read and fi lter data, perform calculations and make some further analysis.

The package allows to read various molecular file formats, retrieve data from on-line the NCI database, import graph structure from Sage and NetworkX or parse a g6 string.