| bob_ross {fivethirtyeight} | R Documentation |
A Statistical Analysis of the Work of Bob Ross
Description
The raw data behind the story "A Statistical Analysis of the Work of Bob Ross" https://fivethirtyeight.com/features/a-statistical-analysis-of-the-work-of-bob-ross/. An analysis using this data was contributed by Jonathan Bouchet as a package vignette at https://fivethirtyeightdata.github.io/fivethirtyeightdata/articles/bob_ross.html.
Usage
bob_ross
Format
A data frame with 403 rows representing episodes and 71 variables:
- episode
Episode code
- season
Season number
- episode_num
Episode number
- title
Title of episode
- apple_frame
Present (1) or not (0)
- aurora_borealis
Present (1) or not (0)
- barn
Present (1) or not (0)
- beach
Present (1) or not (0)
- boat
Present (1) or not (0)
- bridge
Present (1) or not (0)
- building
Present (1) or not (0)
- bushes
Present (1) or not (0)
- cabin
Present (1) or not (0)
- cactus
Present (1) or not (0)
- circle_frame
Present (1) or not (0)
- cirrus
Present (1) or not (0)
- cliff
Present (1) or not (0)
- clouds
Present (1) or not (0)
- conifer
Present (1) or not (0)
- cumulus
Present (1) or not (0)
- deciduous
Present (1) or not (0)
- diane_andre
Present (1) or not (0)
- dock
Present (1) or not (0)
- double_oval_frame
Present (1) or not (0)
- farm
Present (1) or not (0)
- fence
Present (1) or not (0)
- fire
Present (1) or not (0)
- florida_frame
Present (1) or not (0)
- flowers
Present (1) or not (0)
- fog
Present (1) or not (0)
- framed
Present (1) or not (0)
- grass
Present (1) or not (0)
- guest
Present (1) or not (0)
- half_circle_frame
Present (1) or not (0)
- half_oval_frame
Present (1) or not (0)
- hills
Present (1) or not (0)
- lake
Present (1) or not (0)
- lakes
Present (1) or not (0)
- lighthouse
Present (1) or not (0)
- mill
Present (1) or not (0)
- moon
Present (1) or not (0)
- mountain
Present (1) or not (0)
- mountains
Present (1) or not (0)
- night
Present (1) or not (0)
- ocean
Present (1) or not (0)
- oval_frame
Present (1) or not (0)
- palm_trees
Present (1) or not (0)
- path
Present (1) or not (0)
- person
Present (1) or not (0)
- portrait
Present (1) or not (0)
- rectangle_3d_frame
Present (1) or not (0)
- rectangular_frame
Present (1) or not (0)
- river
Present (1) or not (0)
- rocks
Present (1) or not (0)
- seashell_frame
Present (1) or not (0)
- snow
Present (1) or not (0)
- snowy_mountain
Present (1) or not (0)
- split_frame
Present (1) or not (0)
- steve_ross
Present (1) or not (0)
- structure
Present (1) or not (0)
- sun
Present (1) or not (0)
- tomb_frame
Present (1) or not (0)
- tree
Present (1) or not (0)
- trees
Present (1) or not (0)
- triple_frame
Present (1) or not (0)
- waterfall
Present (1) or not (0)
- waves
Present (1) or not (0)
- windmill
Present (1) or not (0)
- window_frame
Present (1) or not (0)
- winter
Present (1) or not (0)
- wood_framed
Present (1) or not (0)
Source
See https://github.com/fivethirtyeight/data/tree/master/bob-ross
Examples
# To convert data frame to tidy data (long) format, run:
library(dplyr)
library(tidyr)
library(stringr)
bob_ross_tidy <- bob_ross %>%
pivot_longer(-c(episode, season, episode_num, title),
names_to = "object", values_to = "present") %>%
mutate(present = as.logical(present)) %>%
arrange(episode, object)