How to subtract months from a date in R?
RR Problem Overview
I'm trying to subtract n months from a date as follows:
maturity <- as.Date("2012/12/31")
m <- as.POSIXlt(maturity)
m$mon <- m$mon - 6
but the resulting date is 01-Jul-2012
, and not 30-Jun-2012
, as I should expect.
Is there any short way to get such result?
Thanks in advance
R Solutions
Solution 1 - R
-
seq.Date. Note that June has only 30 days so it cannot give June 31st thus instead it gives July 1st.
seq(as.Date("2012/12/31"), length = 2, by = "-6 months")[2]
[1] "2012-07-01"
If we knew it was at month end we could do this:
seq(as.Date(cut(as.Date("2012/12/31"), "month")), length=2, by="-5 month")[2]-1
## "2012-06-30"
2) yearmon. Also if we knew it was month end then we could use the "yearmon"
class of the zoo package like this:
library(zoo)
as.Date(as.yearmon(as.Date("2012/12/31")) -.5, frac = 1)
## [1] "2012-06-30"
This converts the date to "yearmon"
subtracts 6 months (.5 of a year) and then converts it back to "Date"
using frac=1
which means the end of the month (frac=0
would mean the beginning of the month). This also has the advantage over the previous solution that it is vectorized automatically, i.e. as.Date(...)
could have been a vector of dates.
Note that if "Date"
class is only being used as a way of representing months then we can get rid of it altogether and directly use "yearmon"
since that models what we want in the first place:
as.yearmon("2012-12") - .5
## [1] "Jun 2012"
3) mondate. A third solution is the mondate package which has the advantage here that it returns the end of the month 6 months ago without having to know that we are month end:
library(mondate)
mondate("2011/12/31") - 6
## mondate: timeunits="months"
## [1] 2011/06/30
This is also vectorized.
-
lubridate. This lubridate answer has been changed in line with changes in the package:
library(lubridate) as.Date("2012/12/31") %m-% months(6)
[1] "2012-06-30"
lubridate is also vectorized.
-
sqldf/SQLite
library(sqldf) sqldf("select date('2012-12-31', '-6 months') as date")
date
1 2012-07-01
or if we knew we were at month end:
sqldf("select date('2012-12-31', '+1 day', '-6 months', '-1 day') as date")
## date
## 1 2012-06-30
Solution 2 - R
you can use lubridate package for this
library(lubridate)
maturity <- maturity %m-% months(6)
there is no reason for changing the day field.
you can set your day field back to the last day in that month by
day(maturity) <- days_in_month(maturity)
Solution 3 - R
lubridate
works correctly with such calculations:
library(lubridate)
as.Date("2000-01-01") - days(1) # 1999-12-31
as.Date("2000-03-31") - months(1) # 2000-02-29
but sometimes fails:
as.Date("2000-02-29") - years(1) # NA, should be 1999-02-28
Solution 4 - R
Technically you cannot add/subtract 1 month to all dates (although you can add/subtract 30 days to all dates, but I suppose, that's not something you want). I think this is what you are looking for
> lubridate::ceiling_date(as.Date("2020-01-31"), unit = "month")
[1] "2020-02-01"
> lubridate::floor_date(as.Date("2020-01-31"), unit = "month")
[1] "2020-01-01"