Tools for creating preliminary visualisations to “get a look at the data”
vis_dat()
Visualises a data.frame to tell you what it contains.
Specifically display information about the missingness
vis_miss()
Visualise a data.frame to display missingness.
Only takes dataframes of the same dimensions
vis_compare()
Visually compare two dataframes and see where they are different.
Show the correlation amongst variables in simple function
vis_cor()
Visualise correlations amongst variables in your data as a heatmap
Potentially reveal other classes in your dataset
vis_guess()
Visualise type guess in a data.frame