it is the ability to view the world through the lens of statistics so that the otherwise random, haphazard or chaotic would show patterns and reveal relationships among variables, which in turn enable predictions about their behavior. When an analyst with such ability views processes that produce products, he or she sees signals among noise, extracts meaningful relationships among variables and gains a deeper knowledge about processes. This knowledge helps identify solutions to problems and produce quality products.