The BLS has monthly historic unemployment data. This CNBC article has a list of the recessions from the 20th century. So I pulled the monthly unemployment rate and then looked at the unemployment levels during the previous recessions. Then I charted the unemployment from the start of each recession until 6 months afterwards. The unemployment rate for each recession + 6 months is shown below.

Looking at it another way I plotted the increase in unemployment from the start of the recession. The following chart shows the cumulative increase in unemployment from the start of each recession out through 6 months after the recession ended:

The unemployment rate usually peaks at the end of the recession or within 3 months after the recession ends. In historical trends, if unemployment flattens off or starts to drop then thats a good indicator that the recession is ending. We haven't seen unemployment start to go down yet.