Ryan Mooney
  • Home
  • About
  • Research Projects
  • Data Science
    • Pixar Ratings
    • UNESCO World Heritage Sites
    • Text Analysis
    • Permutation Test
    • Data Science Ethics
    • SQL
    • Permutation Presentation

On this page

  • The Data
  • Let’s plot it!
  • References

pixar

library(tidyverse)

The Data

Let’s explore a data set about the ratings of pixar films Pixar films; the data here is from the TidyTuesday repo and the original data is from Wikipedia.

pixar_ratings <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/main/data/2025/2025-03-11/public_response.csv')

Let’s plot it!

pixar_ratings_long <- pixar_ratings |>
  pivot_longer(
    cols = c(rotten_tomatoes, metacritic, critics_choice),
    names_to = "rating_source",
    values_to = "score"
  )|>
  filter(!is.na(score)) 

ggplot(pixar_ratings_long, aes(x = film, y = score, color = rating_source)) +
  geom_point(size = 3) +
  geom_line(aes(group = rating_source)) +
  labs(
    title = "Pixar Movie Ratings",
    x = "Film",
    y = "Score",
    color = "Rating Source"
  ) +
  theme(
    axis.text.x = element_text(angle = 45, hjust = 1)
  )

References

“List of Pixar Films.” Wikipedia, Wikimedia Foundation, 4 Dec. 2025, en.wikipedia.org/wiki/List_of_Pixar_films.

 
 

This website is built with , , and Quarto