Correlation is not causation.
unemployment rates and GDP performance are worthless numbers unless you put them in context. Let me ask you some questions that require more thought than just reciting two statistics.
1. What does the unemployment number truly measure?
Answer: Persons are classified as unemployed if they do not have a job, have actively looked for work in the prior 4 weeks, and are currently available for work.
Follow up: What happens to the people who have just given up looking for work?
2. Should someone who has been laid off from a skilled trade, be it textile or automotive, now working at walmart stocking shelves, be considered fully employed?
3. GDP is a measure of productivity. A statistic was recently released saying that Americans are among the most productive employees in the world. However, at the same time, we work more hours than anyone else and take the shortest amount of vacation. Often vacations are "working" vacations where employees are expected to carry cell phones. Employees report that they are expected to do this in order to keep their jobs. How do these statistics improve our quality of life and make us wealthier?
So, yes, GDP is up. Unemployment is down. If you're incurious enough to dig further, those statistics would make you happy.