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Scraping the web with R to create NY Times plot of March Madness Championship viewership (CC354)

Pat uses R to recreate a plot from the New York Times showing the tradjectory of viewership of the men's and women's Basketball NCAA Championship game using rvest and functions from the tidyverse. To pull this off he uses the rvest, dplyr, ggplot2, showtext, and glue packages. The functions he uses from these packages include aes, annotate, arrange, as.numeric, bind_rows, coord_cartesian, element_blank, element_line, element_text, filter, font_add_google, full_join, geom_line, geom_point, geom_text, ggplot, ggsave, glue, html_elements, html_node, html_nodes, html_table, html_text, if_else, labs, library, map_dfr, margin, mutate, na_if, pivot_longer, read_html, scale_color_manual, scale_x_continuous, scale_y_continuous, select, seq, showtext_auto, showtext_opts, str_replace, str_replace_all, str_subset, theme, tibble, and unit. The newsletter describing this visualization at a 30,000 ft view can be found at https://shop.riffomonas.org/posts/vis.... You can find the data he uses and the code he developed in this episode at https://www.riffomonas.org/code_club/.... You can find the original article at https://www.nytimes.com/2025/03/16/br.... The women's data can be found at https://www.nielsen.com/news-center/2... and the men's data at https://www.sportsmediawatch.com/ncaa.... 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/... 0:00 Introduction 5:08 Web scraping with rvest and dplyr 26:20 Formatting the panel, titles, and axes 41:04 Styling the lines 41:56 Adding the terminal end points and text