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Calculate time difference in %H:%M:%S format in R

I'm trying to calculate the time difference between 2 columns for rows in which a certain criteria is fulfilled.

dates1 <- c("1899-12-31 12:20:00 PMT", "1899-12-31 15:30:00 PMT", "1899-12-31 13:20:00 PMT", "1899-12-31 11:50:00 PMT",
             NA)   

dates2 <- c("1899-12-31 11:13:00 PMT", "1899-12-31 11:41:00 PMT", "1899-12-31 14:04:00 PMT", "1899-12-31 13:03:00 PMT", 
            "1899-12-31 13:18:00 PMT")

site <- c(15, 16, 18, 18,
          15)

DS <- as.data.frame(cbind(site, dates1 , dates2))

## convert to POSIXct format
DS[, 2:3] <- lapply(DS[, 2:3], function(x) as.POSIXct(strptime(x,"%Y-%m-%d %H:%M:%S ",tz="")))

## create a new columns with the time difference between dates1 and dates2 in %H:%M:%S format if site=18 , else take value from column dates1
DS$output <- ifelse(DS$site ==18, 
                      difftime(DS$dates1, DS$dates2, units = "mins"),
                      DS$dates1) 

## using the code above doesnt work because:
#1- using the difftime function I can't choose the "%H:%M:%S" for the output
#2- for sites != 18, the dates1 lose its "%H:%M:%S format


# I have also tried to use:
DS$output <- ifelse(DS$site ==18, 
                      difftime(DS$dates1, DS$dates2, units = "mins"),
                      0) 
## and then convert the difference in minutes to %H:%M:%S format using
DS$output<- as.difftime(DS$output , format = "%H:%M:%S", units = "mins")

## but it doesnt work.

## the output should be something like:

output<- c("12:20:00", "15:30:00","00:44:00", "01:13:00", NA)

DS.out <- cbind(DS, output)

> DS.out 
  site                  dates1                  dates2   output
1   15 1899-12-31 12:20:00 PMT 1899-12-31 11:13:00 PMT 12:20:00
2   16 1899-12-31 15:30:00 PMT 1899-12-31 11:41:00 PMT 15:30:00
3   18 1899-12-31 13:20:00 PMT 1899-12-31 14:04:00 PMT 00:44:00
4   18 1899-12-31 11:50:00 PMT 1899-12-31 13:03:00 PMT 01:13:00
5   15                    <NA> 1899-12-31 13:18:00 PMT     <NA>

    #Where output is the time difference calculated for rows 3 and 4 (site=18) 
#or a copy of the time from dates 1 for the other rows (with sites different from 18). 

Is there anyway to calculate time difference in H%:%M:%S format using a different function?

like image 250
ACLAN Avatar asked Oct 20 '25 15:10

ACLAN


1 Answers

You could use hms library.

require(hms)
x <- data.frame(TIME_SPENT = as.difftime(runif(10) * 10, format = 'H', units = 'hours'))
x$TIME_SPENT_HMS <- hms(hours = as.numeric(x$TIME_SPENT))

> x
      TIME_SPENT  TIME_SPENT_HMS
1  0.670335 hours 00:40:13.206023
2  6.740590 hours 06:44:26.122495
3  9.433242 hours 09:25:59.670743
4  9.350243 hours 09:21:00.873019
5  1.459504 hours 01:27:34.214544
6  4.820711 hours 04:49:14.560171
7  5.052186 hours 05:03:07.870653
8  9.415136 hours 09:24:54.489527
9  4.717802 hours 04:43:04.086949
10 4.131969 hours 04:07:55.087836

It supports objects of class difftime (but units are always seconds) and stores the values in HH:MM:SS format.

> class(x$TIME_SPENT_HMS)
[1] "hms"      "difftime"

You can perform all sort of calculations on it.

> x$TIME_SPENT_HMS[1] + 10
Time difference of 2423.206 secs

Values displayed in table view are also represented with semicolons:

enter image description here

like image 169
Karol Daniluk Avatar answered Oct 22 '25 06:10

Karol Daniluk