Visualise the whole dataframe, class, and missing data

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

vis_dat

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

vis_dat_ly

Interactive plot of data in plotly

Focus on the missing data

Specifically display information about the missingness

vis_miss

Visualise a data.frame to display missingness.

vis_miss_ly

Interactive plot of missingness in plotly

Visualise correlations in a dataframe

Show the correlation amongst variables in simple function

vis_cor

Create a correlation heatmap ggplot of all of the data

Display the best guess of what each cell contains

Potentially reveal other classes in your dataset

vis_guess

Visualise type guess in a data.frame

vis_guess_ly

Visualise guess in a data.frame

Compare two dataframes

Only takes dataframes of the same dimensions

vis_compare

Visually compare two dataframes and see where they are different.

vis_compare_ly

Interactive vis_compare compare two dataframes to find differences.s