Carter wasn't great, and Reagan's second term was pretty good,
but overall there's a clear party-correlation: all the big spikes in
unemployment have been under republican presidents.
See also:
This NYTimes article from Aug 31, 2008 -- interesting b/c even people
at the 95th percentile of income did better under democrats than they did
under republicans.