tidymine provides a tidy interface for calculating statistics from the Maximal Information-based Nonparametric Exploration (MINE) family. MINE statistics are a robust alternative to correlation measures, recognising a range of functional and non-functional relationships between variables.
Install the latest development version from GitHub:
if (!require("devtools")) {
install.packages("devtools")
}
devtools::install_github("joekroese/tidymine")
library(tidyverse)
library(tidymine)
who %>%
tidymine(net_primary_school_enrolment_ratio_female) %>%
arrange(-mic)