| title | subtitle | author | job | framework | highlighter | hitheme | widgets | mode | knit | logo |
|---|---|---|---|---|---|---|---|---|---|---|
GOING DOWN TO SOUTH PARK |
to make some tidytext analysis |
PATRIK DRHLÍK |
freelance data scientist |
io2012 |
highlight.js |
tomorrow |
selfcontained |
slidify::knit2slides |
boys.png |
Main R packages: tidyverse, tidytext, southparkr
## Observations: 312,767
## Variables: 16
## $ season <fct> Season Thirteen, Season One, Season Sixt...
## $ season_number <int> 13, 1, 16, 5, 15, 3, 11, 9, 13, 3, 21, 8...
## $ season_episode_number <dbl> 7, 10, 14, 10, 10, 4, 1, 2, 5, 15, 6, 1,...
## $ episode <fct> Fatbeard, Damien, Obama Wins!, How to Ea...
## $ episode_number <int> 188, 10, 237, 75, 219, 35, 154, 127, 186...
## $ character <chr> "cartman", "stan", "kyle", "jonesy", "mr...
## $ year <int> 2009, 1997, 2012, 2001, 2011, 1999, 2007...
## $ line_number <int> 63817, 4528, 76451, 31001, 72011, 16346,...
## $ word <chr> "hey", "bubye", "program", "wrong", "gen...
## $ word_stem <chr> "hei", "buby", "program", "wrong", "gene...
## $ swear_word <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE...
## $ episode_name <chr> "Fatbeard", "Damien", "Obama Wins!", "Ho...
## $ air_date <date> 2009-04-22, 1998-02-04, 2012-11-07, 200...
## $ user_rating <dbl> 8.2, 8.1, 7.5, 8.1, 7.6, 6.7, 8.8, 8.8, ...
## $ user_votes <dbl> 1578, 1703, 1156, 1488, 1229, 1546, 2356...
## $ score <int> NA, NA, NA, -2, 2, NA, NA, NA, NA, NA, N...
| figures | text |
|---|---|
| 21 | Number of seasons |
| 287 | Number of episodes |
| 914 475 | Number of words |
| 312 767 | No stopwords (a, the, this, ...) |
| 6 170 | Number of swear words |
| 1.97 | % of swear words |
| 34.2 | % used for analysis |
| 4 403 | Number of characters |
| 8.14 | Mean IMDB rating |
| 9.6 | Scott Tenorman Must Die (S05E04) |
| 6.3 | A Million Little Fibers (S10E05) |
--- #naughty-episodes
--- #mysterion
