ratings: An Inconvenient Sequel

Description

The raw data behind the story "Al Gore's New Movie Exposes The Big Flaw In Online Movie Ratings" https://fivethirtyeight.com/features/al-gores-new-movie-exposes-the-big-flaw-in-online-movie-ratings/.

Usage

ratings

Arguments

Format

A data frame with 80053 rows representing movie ratings and 27 variables:

timestamp: The date at which the rating was recorded.
respondents: The number of respondents in a category associated with a given timestamp.
category: The subgroups of respondents differentiated by demographics like gender, age, and nationality.
link: The website associated with a given category's responses.
average: The average rating reported by a given category.
mean: The mean rating reported by a given category.
median: The median rating reported by a given category.
votes_1: The count of votes denoting a rating of one that respondents gave.
votes_2: The count of votes denoting a rating of two that respondents gave.
votes_3: The count of votes denoting a rating of three that respondents gave.
votes_4: The count of votes denoting a rating of four that respondents gave.
votes_5: The count of votes denoting a rating of five that respondents gave.
votes_6: The count of votes denoting a rating of six that respondents gave.
votes_7: The count of votes denoting a rating of seven that respondents gave.
votes_8: The count of votes denoting a rating of eight that respondents gave.
votes_9: The count of votes denoting a rating of nine that respondents gave.
votes_10: The count of votes denoting a rating of ten that respondents gave.
pct_1: The percentage of votes denoting a rating of one that respondents gave.
pct_2: The percentage of votes denoting a rating of two that respondents gave.
pct_3: The percentage of votes denoting a rating of three that respondents gave.
pct_4: The percentage of votes denoting a rating of four that respondents gave.
pct_5: The percentage of votes denoting a rating of five that respondents gave.
pct_6: The percentage of votes denoting a rating of six that respondents gave.
pct_7: The percentage of votes denoting a rating of seven that respondents gave.
pct_8: The percentage of votes denoting a rating of eight that respondents gave.
pct_9: The percentage of votes denoting a rating of nine that respondents gave.
pct_10: The percentage of votes denoting a rating of ten that respondents gave.

Examples

Run this code

# NOT RUN {
# To convert data frame to tidy data (long) format, run:
library(tidyverse)
library(stringr)
ratings_tidy <- ratings %>%
  gather(votes, count, -c(timestamp, respondents, category, link, average, mean, median)) %>%
  arrange(timestamp)
# }

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