Visualise the whole dataframe, class, and missing data

Tools for creating preliminary visualisations to “get a look at the data”


Visualises a data.frame to tell you what it contains.

Focus on the missing data

Specifically display information about the missingness


Visualise a data.frame to display missingness.

Compare two dataframes

Only takes dataframes of the same dimensions


Visually compare two dataframes and see where they are different.

Visualise correlations in a dataframe

Show the correlation amongst variables in simple function


Visualise correlations amongst variables in your data as a heatmap

Display the best guess of what each cell contains

Potentially reveal other classes in your dataset


Visualise type guess in a data.frame