Extract variables
separate_wider_regex()
: extract data out of one column into one or more new columns.- construct a sequence of regular expressions that match each piece.
- give each a name to have the contents of that piece to appear in the output.
df <- tribble(
~str,
"<Sheryl>-F_34",
"<Kisha>-F_45",
"<Brandon>-N_33",
"<Sharon>-F_38",
"<Penny>-F_58",
"<Justin>-M_41",
"<Patricia>-F_84",
)
df |>
separate_wider_regex(
str,
patterns = c(
"<",
name = "[A-Za-z]+",
">-",
gender = ".",
"_",
age = "[0-9]+"
)
)
## # A tibble: 7 × 3
## name gender age
## <chr> <chr> <chr>
## 1 Sheryl F 34
## 2 Kisha F 45
## 3 Brandon N 33
## 4 Sharon F 38
## 5 Penny F 58
## 6 Justin M 41
## 7 Patricia F 84