Tidytuesday: Claremont Run, X-men Characters
By Deependra Dhakal in tidyverse R
August 4, 2020
X men characters
Data dictionary explore
Table: Table 1: Data summary
| Name | Piped data |
| Number of rows | 308 |
| Number of columns | 9 |
| _______________________ | |
| Column type frequency: | |
| character | 8 |
| numeric | 1 |
| ________________________ | |
| Group variables | None |
Variable type: character
| skim_variable | n_missing | complete_rate | min | max | empty | n_unique | whitespace |
|---|---|---|---|---|---|---|---|
| series | 0 | 1.00 | 8 | 20 | 0 | 7 | 0 |
| title | 81 | 0.74 | 4 | 237 | 0 | 225 | 0 |
| writer | 2 | 0.99 | 10 | 29 | 0 | 15 | 0 |
| artist | 266 | 0.14 | 8 | 12 | 0 | 4 | 0 |
| cover_artist | 56 | 0.82 | 8 | 54 | 0 | 46 | 0 |
| pass_bechdel | 1 | 1.00 | 2 | 3 | 0 | 2 | 0 |
| page_number | 221 | 0.28 | 1 | 5 | 0 | 22 | 0 |
| notes | 300 | 0.03 | 17 | 63 | 0 | 8 | 0 |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| issue | 0 | 1 | 118.45 | 91.13 | 1 | 38 | 105 | 184.25 | 294 | ▇▅▃▂▅ |
Exploratory visualization
Source: https://jmablog.com/post/which-x-men-character-had-it-worst/
Tidybayes modeling
https://joshuacook.netlify.app/post/uncanny-x-men-bayesian-analysis/