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$output , format = "%H:%M:%S", units = "mins")
## but it doesnt work.
## the output should be something like:
output<- c("12:20:00", "15:30:00","00:44:00", "01:13:00", NA)
DS.out <- cbind(DS, output)
> DS.out
site dates1 dates2 output
1 15 1899-12-31 12:20:00 PMT 1899-12-31 11:13:00 PMT 12:20:00
2 16 1899-12-31 15:30:00 PMT 1899-12-31 11:41:00 PMT 15:30:00
3 18 1899-12-31 13:20:00 PMT 1899-12-31 14:04:00 PMT 00:44:00
4 18 1899-12-31 11:50:00 PMT 1899-12-31 13:03:00 PMT 01:13:00
5 15 <NA> 1899-12-31 13:18:00 PMT <NA>
#Where output is the time difference calculated for rows 3 and 4 (site=18)
#or a copy of the time from dates 1 for the other rows (with sites different from 18).
Is there anyway to calculate time difference in H%:%M:%S format using a different function?
You could use hms
library.
require(hms)
x <- data.frame(TIME_SPENT = as.difftime(runif(10) * 10, format = 'H', units = 'hours'))
x$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:
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