Function reference • descriptr

Data Screening The `screener()` function will screen data frames and return details such as variable names, class, levels and missing values. The `plot.screener()` creates bar plots to visualize % of missing observations for each variable in a data frame.
`ds_screener()` `plot(<ds_screener>)`	Screen data
Continuous Data The following functions ease the process of generating and visualizing descriptive statistics for continuous data.
`ds_auto_summary_stats()`	Descriptive statistics and frquency tables
`ds_extreme_obs()`	Extreme observations
`ds_freq_table()` `plot(<ds_freq_table>)`	Frequency table
`ds_measures_location()`	Measures of location
`ds_measures_symmetry()`	Measures of symmetry
`ds_measures_variation()`	Measures of variation
`ds_percentiles()`	Percentiles
`ds_summary_stats()`	Descriptive statistics
`ds_tidy_stats()`	Tidy descriptive statistics
Categorical Data The following functions ease the process of generating and visualizing descriptive statistics for categorical data.
`ds_auto_freq_table()` `ds_auto_cross_table()`	Multiple One & Two Way Tables
`ds_cross_table()` `plot(<ds_cross_table>)` `ds_twoway_table()`	Two way table
`ds_freq_table()` `plot(<ds_freq_table>)`	Frequency table
Grouped Summary The following functions generate grouped summary statistics.
`ds_auto_group_summary()`	Tabulation
`ds_group_summary()` `plot(<ds_group_summary>)`	Groupwise descriptive statistics
`ds_group_summary_interact()`	Category wise descriptive statistics
Visualization The following functions generate plots for different data types.
`ds_plot_bar()`	Generate bar plots
`ds_plot_bar_grouped()`	Generate grouped bar plots
`ds_plot_bar_stacked()`	Generate stacked bar plots
`ds_plot_box_group()`	Compare distributions
`ds_plot_box_single()`	Generate box plots
`ds_plot_density()`	Generate density plots
`ds_plot_histogram()`	Generate histograms
`ds_plot_scatter()`	Generate scatter plots
Other Functions A set of functions used to generate `summary_stats`.
`ds_css()`	Corrected Sum of Squares
`ds_cvar()`	Coefficient of Variation
`ds_gmean()`	Geometric Mean
`ds_hmean()`	Harmonic Mean
`ds_kurtosis()`	Kurtosis
`ds_mdev()`	Mean Absolute Deviation
`ds_mode()`	Mode
`ds_range()`	Range
`ds_rindex()`	Index Values
`ds_skewness()`	Skewness
`ds_std_error()`	Standard error of mean
`ds_tailobs()`	Tail Observations
Data descriptr comes with a built-in dataset `hsb` which is used to illustrate the functions as well as for running tests.
`hsb`	High School and Beyond Data Set
`mtcarz`	mtcarz

Reference

Data Screening

Continuous Data

Categorical Data

Grouped Summary

Visualization

Other Functions

Data