I've written some helper methods for quickly generating 2x2 tables (or contingency tables, cross tabulations, crosstabs) in Jupyter/IPython notebooks. This achieves the same thing, more or less, as Stata's tabulate twoway command.
The notebook below has the helper methods and examples of their output. I've added these to my ipython-setup file because I use them so frequently.