DataFrame I have:
A B C 2012-01-01 1 2 3 2012-01-05 4 5 6 2012-01-10 7 8 9 2012-01-15 10 11 12
What
Couldn't resist answering this, even though the question was asked, and answered, in 2012, by Wes himself. Yes, just use truncate.
df.truncate(before='2012-01-07')