It is an over the counter market so you're going to have trouble finding historical data for it.
It is not a transparent market, the basic corporate bond trader's day consists of calling those banks with which he trades and asking them for a run. I'd say your best bet is, if you have an account (read: big) with an i-bank, calling your sales person to see if they have any historical data that they'd share.