CODEWITHSUNDEEP
rbizdays
Dfeld
Dfeld

Reputation: 197

Calculating business days between two dataframe columns

I have a data frame that contains two POSIXct columns. How can I go about calculating the number of weekdays between these two columns?

df <- data.frame(StartDate=as.POSIXct(c("2017-05-17 12:53:00","2017-08-31 21:16:00","2017-08-25 13:54:00","2017-09-06 15:47:00","2017-10-15 05:11:00"), format = "%Y-%m-%d %H:%M:%S"),
             EndDate=as.POSIXct(c("2017-06-09 11:57:00","2017-11-29 16:51:00","2017-09-06 15:13:00","2018-01-03 16:22:00","2017-11-17 11:51:00"), format = "%Y-%m-%d %H:%M:%S"))

Upvotes: 2

Views: 1342

Answers (2)

mdickey
mdickey

Reputation: 21

Try the bizdays package:

library(bizdays) # Load the package

## Make a calendar that excludes Saturdays and Sundays
create.calendar("Workdays",weekdays = c("saturday", "sunday"))

## Calculate difference in days using the new Workdays calendar
df$bizdays <- bizdays(df$StartDate,df$EndDate,"Workdays")

df$bizdays
[1] 17 63  8 85 24

That returned 17, 63, 8, 85, and 24 business days between the start and end dates you provided. This looks right when I checked the 8 business days between 8/25/2017 and 9/6/2017.

Upvotes: 2

C. Braun
C. Braun

Reputation: 5201

Using dplyr:

df %>% 
  dplyr::rowwise() %>% 
  dplyr::mutate(wdays = sum(!weekdays(seq(StartDate, EndDate, by="day")) %in% c("Saturday", "Sunday")))

Source: local data frame [5 x 3]
Groups: <by row>

# A tibble: 5 x 3
  StartDate           EndDate             wdays
  <dttm>              <dttm>              <int>
1 2017-05-17 12:53:00 2017-06-09 11:57:00    17
2 2017-08-31 21:16:00 2017-11-29 16:51:00    64
3 2017-08-25 13:54:00 2017-09-06 15:13:00     9
4 2017-09-06 15:47:00 2018-01-03 16:22:00    86
5 2017-10-15 05:11:00 2017-11-17 11:51:00    25

This makes use of the fact that dates can easily be sequenced, and that because TRUE is equal to one, we can just sum up all of the non-weekend days.

Upvotes: 2

Related Questions