Extropy is a new way to measure uncertainty in probability distributions. This study looks at extropy using the quantile function when a distribution function is not available. The researchers found ordering relations for quantile-based extropy and explored extropy for order statistics and cumulative extropy. They also tested estimating quantile-based extropy with real and simulated data.