eda: Explore relationships in your data.

In lukereding/redinglib: Personal R Package for Luke Reding

Description

'eda' automates exploring relationships in your dataset. Finds the strength of the relationship between all pairwise combinations of variables so you can quickly find what matters in your data. 'eda' results a dataframe (or plot) with each pairwise combination of variables, a test statistic, and p-value calculated by redinglib::permute_tau, redinglib::permute_icc, or 'cor.test'. NAs are removed.

Usage

eda(x, n = 99, plot = FALSE)

Arguments

x	A dataframe, or something that can be coserced to a data frame.
n	Number of permutations to use to calcualte a p-value for tau and the ICC. Default is 99 for speed.
plot	Return a plot instead of a dataframe? Defaults to FALSE.

Examples

eda(iris)
eda(iris, plot = TRUE)

lukereding/redinglib documentation built on May 25, 2019, 9:32 p.m.