Matlab importdata() function equivalent in Python
Looks like pandas http://pandas.pydata.org might be the way to go, if you want a really seamless import. I've seen pandas handle all sorts of strange missing/malformed data gracefully. That said, you do have slightly more complicated data structures than you'd otherwise be looking at.
pandas.read_csv("file")