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Friends logo - credit to TurboLogo

Friends

The data this week comes from the friends R package for the Friends transcripts and additional information.

h/t to Emil Hvitfeldt for aggregating, packaging and sharing this data with us!

Friends Wikipedia:

Friends is an American television sitcom, created by David Crane and Marta Kauffman, which aired on NBC from September 22, 1994, to May 6, 2004, lasting ten seasons. With an ensemble cast starring Jennifer Aniston, Courteney Cox, Lisa Kudrow, Matt LeBlanc, Matthew Perry and David Schwimmer, the show revolves around six friends in their 20s and 30s who live in Manhattan, New York City. The series was produced by Bright/Kauffman/Crane Productions, in association with Warner Bros. Television. The original executive producers were Kevin S. Bright, Kauffman, and Crane.

The friends package can be installed from CRAN with install.packages("friends").

This ceros interactive article looks at which characters appear together.

There's text, appearance, ratings, and many other datasets here - if you're trying out Text Analysis, check out the tidytext mining book/package or the newly released Supervised Machine Learning for Text Analysis in R book, both which are freely available online at the respective links.

Get the data here

# Get the Data

# Read in with tidytuesdayR package 
# Install from CRAN via: install.packages("tidytuesdayR")
# This loads the readme and all the datasets for the week of interest

# Either ISO-8601 date or year/week works!

tuesdata <- tidytuesdayR::tt_load('2020-09-08')
tuesdata <- tidytuesdayR::tt_load(2020, week = 37)

friends <- tuesdata$friends

# Or read in the data manually

friends <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-09-08/friends.csv')
friends_emotions <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-09-08/friends_emotions.csv')
friends_info <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-09-08/friends_info.csv')

Data Dictionary

friends.csv

variable class description
text character Dialogue as text
speaker character Name of the speaker
season double Season Number
episode double Episode Number
scene double Scene Number
utterance double Utterance Number

friends_emotions.csv

variable class description
season integer Season Number
episode integer Episode Number
scene integer Scene Number
utterance integer Utterance Number
emotion character One of 7 emotions

friends_entities data (within package)

variable class description
season integer Season Number
episode integer Episode Number
scene integer Scene Number
utterance integer Utterance Number
entities list Character entities

friends_info.csv

variable class description
season integer Season Number
episode integer Episode Number
title character Title
directed_by character Name of director(s)
written_by character Name of writer(s)
air_date date Original Airing date in USA
us_views_millions double Viewers in USA in millions
imdb_rating double IMDB Rating (10 is best)

Cleaning Script

No cleaning this week!