Is there a built-in way to convert ordinal numbers to numeric vectors?
ordinal <- c("First", "Third", "Second")
ordinal_to_numeric(ordinal)
#[1] 1 3 2
ordinal2 <- c("1st", "4th", "2nd")
ordinal_to_numeric(ordinal)
#[1] 1 4 2
One could indeed create a dictionary, but this could be cumbersome easily.
CodePudding user response:
Not exactly built-in, but you can use Ritchie Sacramento's suggestion of the english
package. You first make a long string of the ordinal values in words. Then you find the place of your words in these ordered list of ordinal values:
library(english)
ordinal <- c("First", "Third", "Second")
o <- ordinal(1:1000)
match(tolower(ordinal), o)
#> [1] 1 3 2
The second, as Ritchie suggests, is less complicated. I used a slightly different method, but ultimately it does the same thing.
ordinal2 <- c("1st", "4th", "2nd")
as.numeric(stringr::str_extract(ordinal2, "\\d "))
#> [1] 1 4 2
Created on 2023-01-11 by the reprex package (v2.0.1)
You could even put them together in a single function:
ordinal_to_numeric <- function(x, max_ord=1000){
if(any(grepl("\\d", x))){
as.numeric(stringr::str_extract(x, "\\d "))
}else{
require(english, quietly = TRUE)
o <- ordinal(seq(1,max_ord, by=1))
match(tolower(x), o)
}
}
ordinal <- c("First", "Third", "Second")
ordinal_to_numeric(ordinal)
#> [1] 1 3 2
ordinal2 <- c("1st", "4th", "2nd")
ordinal_to_numeric(ordinal2)
#> [1] 1 4 2
Created on 2023-01-11 by the reprex package (v2.0.1)
CodePudding user response:
I’m late to the party and @DaveArmstrong’s solution is definitely simpler, but here’s a slightly more generic solution that first converts ordinals to cardinals, then passes these to nombre::uncardinal()
for conversion to numeric. The str_replace_all()
vector for ordinal -> cardinal conversion is based on source code for nombre::ordinal()
.
library(stringr)
library(nombre)
ordinal_to_numeric <- function(x) {
w_word_stem <- function(x) {
x |>
str_to_lower() |>
str_remove("st$|nd$|rd$|th$") |>
str_replace_all(c(
"fir$" = "one",
"seco$" = "two",
"thi$" = "three",
"f$" = "ve",
"eigh$" = "eight",
"nin$" = "nine",
"ie$" = "y"
)) |>
uncardinal()
}
w_num_stem <- function(x) {
x |>
str_extract("^-?\\d ") |>
as.numeric()
}
out <- suppressWarnings(ifelse(
str_starts(x, "-?\\d"),
w_num_stem(x),
w_word_stem(x)
))
if (any(is.na(out) & !is.na(x))) {
warning("Conversion failed for some inputs")
}
out
}
ordinal <- c("First", "Third", "Second", "Five Hundred Thirty Eighth", "Negative Twenty-Third")
ordinal_to_numeric(ordinal)
# 1 3 2 538 -23
ordinal2 <- c("1st", "4th", "2nd", "538th", "-23rd")
ordinal_to_numeric(ordinal2)
# 1 4 2 538 -23