It wasn’t really over until WW II broke out in Europe.
The recession of 1937-8 was because of a big pullback in government spending and higher taxation, which showed the economy post 1934 was still mostly being driven by government stimulus and not private industry.
One of the great causes of the Great Depression was
America’s faux gold standard… (England had one too.)
From July 1921 (before the Fed’s 8th birthday) to July 1929,
the Federal Reserve inflated the money supply by 62 percent.
This was far faster than the economy grew,
and far faster than the US increased its holdings of gold.
It was just a phony gold price-fixing scheme built on empty promises.
Money supply was not tied to the gold supply,
nor was it tied to past economic output.
It was tied only to pencil-and-paper economic models. “If we print more money people will eat more cookies and the economy will grow.”
So unemployment should not be ignored (especially when there is little or no safety net) by the time FDR was inaugurated (Mar 4, 1933) the Depression, was, by conventional measured, over, done, finished.
(I made a mistake on my earlier chart. I’m not trying to hide anything, but I did change this one.)
Given that the underlying economy had recovered so well,
it is very plausible that unemployment (always a lagging indicator)
was soon to fix itself as well . . . if Roosevelt had just left things alone.