Debt going up? Not much, after we got out of the recession. Check out parados' post:
What is more telling is the debt to GDP ratio. As long as that doesn't go up or ideally, if it goes down then we will be doing better.
And that's true. Debt is measured by the country's GDP. Here's the rise in debt/GDP ratio for the last ten years:
Lots of extra debt starting during the recession before Obama took office, now it's been almost flat (1.3% annual increase) for the past four years.
As for the stock market, check out the Dow. The dotted line on the left is Feb 1, 2009, about 10 days after Obama took office. I don't see how you can see stocks have not been doing well-everyone who either didn't sell off in 2008 or got in the market early in 2009 or 2010 has been doing wonderfully.
Anyway you look at it, considering what he started with, it's been a strong, strong economic performance for the Obama Administration.