The "horrible thing" in developer Erik Rose's talk from this year's PyCon is the Mediawiki syntax, but that's just a jumping off point for one of the best overviews of data parsing that I've run ...

Text IQ, a machine learning system that parses and understands sensitive corporate data, has raised $12.6 million in Series A funding led by FirstMark Capital, with participation from Sierra Ventures.