Exploratory Correlational Analysis in R

Painless and tidyverse-friendly correlational analysis using rstatix

Correlational analysis is one of the most basic and foundational ways to explore the relationship between two or more variables. You may have already performed correlational analysis at some point using R, and it might have looked something like this:

cor_results <- cor.test(my_data$x, my_data$y,
                        method = "pearson")

cor_results

With an output looking like:

This is the base R way to run a simple correlation for two variables …

correlation data science exploratory-data-analysis statistics