>>715902512 (OP)this chart is very misleading
someone just getting out of college is going to actually be looking for a job and so the official unemployment rate is actually going to be relatively accurate for them.
for everyone else though, you have to consider the real unemployment rate, the metric used during the great depression, aka how many working age adults are not working. This includes people who have just given up. This is like 25% now.
As for why females graduates are doing better than male ones? Its because they are nicer to look at