inspectdf (version 0.0.12.1)

Inspection, Comparison and Visualisation of Data Frames

Description

A collection of utilities for columnwise summary, comparison and visualisation of data frames. Functions report missingness, categorical levels, numeric distribution, correlation, column types and memory usage.

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Version

Install

install.packages('inspectdf')

Monthly Downloads

1,014

Version

0.0.12.1

License

GPL-2

Maintainer

Alastair Rushworth

Last Published

December 27th, 2024

Functions in inspectdf (0.0.12.1)

tech

Tech stocks closing prices

inspect_imb

Summary and comparison of the most common levels in categorical columns

show_plot

Simple graphical inspection of dataframe summaries

inspect_num

Summary and comparison of numeric columns

inspect_na

Summary and comparison of the rate of missingness across dataframe columns

inspect_mem

Summary and comparison of memory usage of dataframe columns

inspect_cor

Tidy correlation coefficients for numeric dataframe columns

inspect_cat

Summary and comparison of the levels in categorical columns

inspect_types

Summary and comparison of column types