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Mapping some toy music subgenres
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# https://raw.githubusercontent.com/gkaramanis/tidytuesday/master/2021/2021-week37/billboard.R | |
# https://twitter.com/ttso/status/1442485258172043268 | |
billb_feat <- billb_feat %>% | |
mutate( | |
subgenre = case_when( | |
str_detect(spotify_genre, "rock") ~ "1", | |
str_detect(spotify_genre, "folk") ~ "2", | |
str_detect(spotify_genre, "pop") ~ "3", | |
str_detect(spotify_genre, "jazz") ~ "4", | |
str_detect(spotify_genre, "soul") ~ "5", | |
str_detect(spotify_genre, "blues") ~ "6", | |
TRUE ~ "0" | |
) | |
) | |
ggplot(billb_feat, aes(x = year, y = n, fill = subgenre)) + ... | |
# Reordering factor levels | |
# https://twitter.com/geokaramanis/status/1442840086568112132 | |
billb_feat <- billb_feat %>% | |
ungroup() %>% | |
# some fake subgenres | |
mutate( | |
subgenre = case_when( | |
str_detect(spotify_genre, "rock") ~ "1", | |
str_detect(spotify_genre, "folk") ~ "2", | |
str_detect(spotify_genre, "pop") ~ "3", | |
str_detect(spotify_genre, "jazz") ~ "4", | |
str_detect(spotify_genre, "soul") ~ "5", | |
str_detect(spotify_genre, "blues") ~ "6", | |
TRUE ~ "0" | |
), | |
spotify_genre = forcats::fct_reorder(factor(spotify_genre), factor(subgenre)) | |
) | |
# Problem with `mutate()` column `spotify_genre`. | |
# i `spotify_genre = forcats::fct_reorder(factor(spotify_genre), factor(subgenre))`. | |
# x need numeric data | |
# Backtrace: | |
# x | |
# 1. +-`%>%`(...) | |
# 2. +-dplyr::mutate(...) | |
# 3. +-dplyr:::mutate.data.frame(...) | |
# 4. | \-dplyr:::mutate_cols(.data, ..., caller_env = caller_env()) | |
# 5. | +-base::withCallingHandlers(...) | |
# 6. | \-mask$eval_all_mutate(quo) | |
# 7. +-forcats::fct_reorder(factor(spotify_genre), factor(subgenre)) | |
# 8. | \-base::tapply(.x, .f, .fun, ...) | |
# 9. | \-base::lapply(X = ans[index], FUN = FUN, ...) | |
# 10. | +-stats:::FUN(X[[i]], ...) | |
# 11. | \-stats::median.default(X[[i]], ...) | |
# 12. | \-base::stop("need numeric data") | |
# 13. \-base::.handleSimpleError(...) | |
# 14. \-dplyr:::h(simpleError(msg, call)) |
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