rt_explore_correlations: returns a matrix containing of correlations

In shane-kercheval/rtools: Package providing R tools and wrappers

returns a matrix containing of correlations

Description

returns a matrix containing of correlations

Usage

rt_explore_correlations(
  dataset,
  corr_threshold = 0,
  p_value_threshold = 1,
  max_missing_column_perc = 0.25,
  type = "pearson"
)

Arguments

dataset	dataframe containing numberic columns
corr_threshold	any correlations that are <= 'corr_threshold' will be set to 'NA'. (Default is '0', so all correlations are shown). Helps to reduce noise.
p_value_threshold	any correlations that have a p-value greater than 'p_value_threshold' will be set to 'NA' (Default is '1', so all correlations are shown)
max_missing_column_perc	the max percent of missing values for a column for it to be included. The default is '0.25' (i.e. '25 removed. For example, if you set the value to '0.05' (i.e. '5 values missing would be removed.
type	type of correlation to perform (Default is 'pearson')

Examples

library(ggplot2)
rt_explore_correlations(iris)

shane-kercheval/rtools documentation built on July 7, 2022, 8:31 a.m.