## ---- include = FALSE---------------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)
knitr::opts_chunk$set(warning = FALSE, message=FALSE, error=TRUE, purl=FALSE)

