## ----setup, include = FALSE---------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

## ----echo=FALSE, message=FALSE------------------------------------------------
library(descriptr)
library(dplyr)

## ----egdata-------------------------------------------------------------------
str(mtcarz)

## ----screener-----------------------------------------------------------------
ds_screener(mtcarz)

## ----summary------------------------------------------------------------------
ds_summary_stats(mtcarz, mpg)

## ----summary2-----------------------------------------------------------------
ds_summary_stats(mtcarz, mpg, disp)

## ----fcont--------------------------------------------------------------------
ds_freq_table(mtcarz, mpg, 4)

## ----fcont_hist, fig.width=7, fig.height=7, fig.align='centre'----------------
k <- ds_freq_table(mtcarz, mpg, 4)
plot(k)

## ----auto-summary-------------------------------------------------------------
ds_auto_summary_stats(mtcarz, disp, mpg)

## ----gsummary-----------------------------------------------------------------
k <- ds_group_summary(mtcarz, cyl, mpg)
k

## ----gsummary_tibble----------------------------------------------------------
k$tidy_stats

## ----gsum_boxplot, fig.width=7, fig.height=7, fig.align='centre'--------------
k <- ds_group_summary(mtcarz, cyl, mpg)
plot(k)

## ----auto-group-summary-------------------------------------------------------
ds_auto_group_summary(mtcarz, cyl, gear, mpg)

## ----interact-summary---------------------------------------------------------
ds_group_summary_interact(mtcarz, mpg, cyl, gear)

## ----multistats---------------------------------------------------------------
ds_tidy_stats(mtcarz, mpg, disp, hp)

## ----mloc---------------------------------------------------------------------
ds_measures_location(mtcarz)

## ----mvar---------------------------------------------------------------------
ds_measures_variation(mtcarz)

## ----msym---------------------------------------------------------------------
ds_measures_symmetry(mtcarz)

## ----mperc--------------------------------------------------------------------
ds_percentiles(mtcarz)

## ----mextreme-----------------------------------------------------------------
ds_extreme_obs(mtcarz, mpg)