README.md

In dannymorris/colstats: Column-wise statistics for data frames

colstats

This simple and lightweight package contains one function, colstats(), which is used to profile the columns in your dataset.

Install, load, and use

devtools::install_github("dannymorris/colstats")

library(colstats)

colstats::colstats(iris)

Examples of column profiling

For all columns

• class
• count and count distinct values
• missing values
• ...

For numeric columns

• min, mean, median, max
• quartiles 1 and 3
• standard deviation
• p-value for Shapiro-Wilk test of normality
• ...

For categorical columns

• mode
• count of values with non-alphanumeric characters

dannymorris/colstats documentation built on May 31, 2019, 5:40 a.m.