## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>", fig.width = 7, fig.height = 7, out.width = "100%", dpi = 100, pngquant = "--speed=1 --quality=50" )