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Pat refactors a set of panels from a horizontal to vertical orientation using a combination of facet_wrap and patchwork with the help of the map function. The original panels were included as part of an article published in Nature. He created the figure using R, dplyr, ggplot2, ggtext, DescTools, readxl, patchwork, colorspace, and other tools from the tidyverse. The functions he used from these packages included DunnettTest, aes, anova, as.character, as_factor, as_tibble, bind_rows, case_when, coord_cartesian, download.file, drop_na, element_blank, element_text, f_else, facet_wrap, factor, filter, format, function, geom_jitter, geom_richtext, geom_text, ggplot, ggsave, if_else, labs, library, lighten, lm, map, map2, margin, max, mutate, n, names, nest, paste0, pivot_longer, plot_annotation, plot_layout, pluck, position_jitter, pull, read_excel, round, scale_color_identity, scale_fill_identity, select, stat_summary, str_remove, theme, theme_classic, unit, unnest, and wrap_plots. You can find the code he developed in this episode at https://www.riffomonas.org/code_club/.... The newsletter describing this visualization at a 30,000 ft view can be found at https://shop.riffomonas.org/posts/did.... You can find the original article presenting the figure at https://www.nature.com/articles/s4158.... Here's a video critiquing the original plot • How overly precise P-values make data visu... . If you have a figure that you would like to see me discuss in a future newsletter and episode of Code Club, email me at [email protected]! Want more practice on the concepts covered in Code Club? You can sign up for my weekly newsletter at https://shop.riffomonas.org/youtube to get practice problems, tips, and insights. If you're interested in purchasing a video workshop be sure to check out https://riffomonas.org/workshops/ Support Riffomonas by becoming a Patreon member! / riffomonas You can also find complete tutorials for learning R with the tidyverse using... Microbial ecology data: https://www.riffomonas.org/minimalR/ General data: https://www.riffomonas.org/generalR/ If you want to cite this video, please consider citing https://journals.asm.org/doi/10.1128/...