It is all those things that appear on your credit report that are unflattering. This may include missing a credit card payment, defaulting on a previous loan, filing for bankruptcy in the past seven years, or not paying your taxes.
Other black marks may include a judgment filed against you, perhaps for non-payment of spousal or child support, or any collection activity.