This paper offers an analysis of wage income inequality for Mexico and some insights about welfareimprovements several categories workers. We analyze real distributions at differentpoints time, using mainly nonparametric techniques. Kernel densities smoothing techniques areused to changes in the distribution wages labor supply first quarters 2010 and2020. also use stochastic dominance observe w...