Extracting numbers from vectors of strings
I have string like this:
years<-c("20 years old", "1 years old")
I would like to grep only the numeric number from this vector. Expected output is a vector:
c(20, 1)
How do I go about doing this?
How about
# pattern is by finding a set of numbers in the start and capturing them
as.numeric(gsub("([0-9]+).*$", "\\1", years))
or
# pattern is to just remove _years_old
as.numeric(gsub(" years old", "", years))
or
# split by space, get the element in first index
as.numeric(sapply(strsplit(years, " "), "[[", 1))
Update
Since extract_numeric
is deprecated, we can use parse_number
from readr
package.
library(readr)
parse_number(years)
Here is another option with extract_numeric
library(tidyr)
extract_numeric(years)
#[1] 20 1
I think that substitution is an indirect way of getting to the solution. If you want to retrieve all the numbers, I recommend gregexpr
:
matches <- regmatches(years, gregexpr("[[:digit:]]+", years))
as.numeric(unlist(matches))
If you have multiple matches in a string, this will get all of them. If you're only interested in the first match, use regexpr
instead of gregexpr
and you can skip the unlist
.