The unemployment rate is the unemployed labor force divided by the total civilian labor force, not the entire population.

Unemployed people must generally be without a job, available for work, and actively seeking work under survey definitions. People outside the labor force are not in the denominator. A falling unemployment rate need not mean everyone without a job found work.