Table of Contents
In order to convert a string to datetime in R, you can use the built-in function “as.POSIXct” which converts a character string to a POSIXct object representing a date and time. This function takes in the string and a format argument, which specifies the expected format of the string. Once converted, the datetime object can be manipulated and used in various operations and analysis in R. It is important to ensure that the string is in a valid date and time format for the conversion to be successful.
Convert a String to Datetime in R
You can use the following syntax to convert a string to a datetime in R:
as.POSIXct(string_name, format="%Y-%m-%d %H:%M:%S", tz="UTC")
The following examples show how to use this syntax in practice:
Example 1: Convert One String to Datetime
The following code shows how to convert a single string in R to a datetime format:
#define string variable string_x <- "2020-01-01 14:45:18" #convert string variable to datetime variable datetime_x <- as.POSIXct(string_x, format="%Y-%m-%d %H:%M:%S", tz="UTC") #view new datetime variable datetime_x [1] "2020-01-01 14:45:18 UTC" #view class of datetime variable class(datetime_x) [1] "POSIXct" "POSIXt"
Example 2: Convert Column of Strings to Datetime
Suppose we have the following data frame with a column that contains a string of datetimes:
#define data frame df <- data.frame(day=c("2020-01-01 14:45:18", "2020-02-01 14:00:11", "2020-03-01 12:40:10", "2020-04-01 11:00:00"), sales=c(13, 18, 22, 19)) #view data frame df day sales 1 2020-01-01 14:45:18 13 2 2020-02-01 14:00:11 18 3 2020-03-01 12:40:10 22 4 2020-04-01 11:00:00 19
We can convert this column from strings to datetimes using the following syntax:
#convert column of strings to datetime df$day <- as.POSIXct(df$day, format="%Y-%m-%d %H:%M:%S", tz="UTC") #view class of 'day' column class(df$day) [1] "POSIXct" "POSIXt"
Note that in these examples we used a specific datetime format. Refer to for a complete documentation of the potential datetime formats you can use.
Cite this article
stats writer (2024). How can I convert a string to datetime in R?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-can-i-convert-a-string-to-datetime-in-r/
stats writer. "How can I convert a string to datetime in R?." PSYCHOLOGICAL SCALES, 3 May. 2024, https://scales.arabpsychology.com/stats/how-can-i-convert-a-string-to-datetime-in-r/.
stats writer. "How can I convert a string to datetime in R?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-can-i-convert-a-string-to-datetime-in-r/.
stats writer (2024) 'How can I convert a string to datetime in R?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-can-i-convert-a-string-to-datetime-in-r/.
[1] stats writer, "How can I convert a string to datetime in R?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, May, 2024.
stats writer. How can I convert a string to datetime in R?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.
