find_outliers: Find outliers in all numerical columns of a dataset

Description Usage Arguments Details Value

View source: R/standard_checks.R

Description

Find outliers in all numerical columns of a dataset

Usage

1

Arguments

data

a dataframe

Details

Searches for values that are outside more than three standard deviations from the mean. If fewer outliers are found when the data is log-transformed before the check, only outliers in the log-transformed data are returned.

Value

A dataframe with one row per potential issue. It has columns for the corresponding row index in the original data; the suspicious value; the variable name in the original dataset in which the suspicious value occured; A description of the issue type.


ellieallien/cleaninginspectoR documentation built on July 18, 2019, 12:30 p.m.