rstatix

rstatix provides a tidyverse-friendly interface for common statistical tests, wrapping base R functions like t.test() and aov() in a syntax that fits naturally into a dplyr pipeline. It returns results as tidy data frames rather than the more complex object types base R statistical functions typically produce, making the output easier to filter, combine, or feed into a plot. It's a popular choice for anyone who wants classical statistical tests without leaving the tidyverse workflow.