Are unemployment statistics inaccurate?

All statistics are inaccurate to some degree. The point is consistency. If the same inaccuracy is there whether unemployment is 3% or 12% then we do have consistent data of employment rates and are, over time able to make a judgment on what that consistent data means for the economy.