Title: | Chronological Objects which Can Handle Dates and Times |
---|---|
Description: | Provides chronological objects which can handle dates and times. |
Authors: | David James [aut] (S original), Kurt Hornik [aut, trl, cre] (<https://orcid.org/0000-0003-4198-9911>, R port), Gabor Grothendieck [ctb], R Core Team [ctb] |
Maintainer: | Kurt Hornik <[email protected]> |
License: | GPL-2 |
Version: | 2.3-61 |
Built: | 2024-11-04 21:43:56 UTC |
Source: | CRAN |
Create chronological objects which represent dates and times of day.
chron(dates., times., format = c(dates = "m/d/y", times = "h:m:s"), out.format, origin.)
chron(dates., times., format = c(dates = "m/d/y", times = "h:m:s"), out.format, origin.)
dates. |
character or numeric vector specifying dates. If
character, |
times. |
optional character or numeric vector specifying times of
day. If character, |
format |
vector or list specifying the input format of the input. The format can be either strings specifying one of the recognized formats below or a list of user-supplied functions to convert dates from character into Julian dates and vice versa. The dates format can be any permutation of the characters
The times format can be any permutation of |
out.format |
vector or list specifying date and time format for
printing and output. Default is same as |
origin. |
a vector specifying the date with respect to which
Julian dates are computed. Default is
|
An object of class "times"
if only times.
were
specified, "dates"
if only dates.
, or "chron"
if
both dates.
and times.
were supplied. All these inherit
from class "times"
.
These objects represent dates and times of day, and allow the
following arithmetic and summaries: subtraction d1-d2
,
constant addition d1+constants
, all logical comparisons,
summaries min()
, max()
, and range()
(which drop
NAs by default); constants specify days (fractions are converted to
time-of-day, e.g., 2.5 represents 2 days and 12 hours). Operations
such as sorting, differencing, etc., are automatically handled.
There are methods for as.character()
, as.numeric()
,
cut()
, is.na()
, print()
, summary()
,
plot()
, lines()
, lag()
, and the usual subsetting
functions [
, [<-
.
The functions days()
, months()
, quarters()
,
years()
, weeks()
, weekdays()
, hours()
,
minutes()
, and seconds()
take any chron
object as
input and extract the corresponding time interval.
cut()
is used to create ordered factors from chron
objects. Chronological objects may be used with the modeling software.
If x
is character
then it will be converted using
as.POSIXct
(with the format
argument, if any, passed to
as.POSIXct
) and tz = "GMT"
and then converted
to chron
. If x
is numeric
and format
is not specified then it will be converted to chron
using chron(x)
. If x
is numeric
and format
is specified
then x
will be converted to character and
then processed using as.POSIXct
as discussed above. If the
format is specified as NULL
it will be treated the same as if
it were missing
.
The current implementation of chron
objects does not handle
time zones nor daylight savings time.
dates
,
times
,
julian.default
,
cut.dates
,
seq.dates
.
dts <- dates(c("02/27/92", "02/27/92", "01/14/92", "02/28/92", "02/01/92")) dts # [1] 02/27/92 02/27/92 01/14/92 02/28/92 02/01/92 tms <- times(c("23:03:20", "22:29:56", "01:03:30", "18:21:03", "16:56:26")) tms # [1] 23:03:20 22:29:56 01:03:30 18:21:03 16:56:26 x <- chron(dates. = dts, times. = tms) x # [1] (02/27/92 23:03:19) (02/27/92 22:29:56) (01/14/92 01:03:30) # [4] (02/28/92 18:21:03) (02/01/92 16:56:26) # We can add or subtract scalars (representing days) to dates or # chron objects: c(dts[1], dts[1] + 10) # [1] 02/27/92 03/08/92 dts[1] - 31 # [1] 01/27/92 # We can substract dates which results in a times object that # represents days between the operands: dts[1] - dts[3] # Time in days: # [1] 44 # Logical comparisons work as expected: dts[dts > "01/25/92"] # [1] 02/27/92 02/27/92 02/28/92 02/01/92 dts > dts[3] # [1] TRUE TRUE FALSE TRUE TRUE # Summary operations which are sensible are permitted and work as # expected: range(dts) # [1] 01/14/92 02/28/92 diff(x) # Time in days: # [1] -0.02319444 -44.89335648 45.72052083 -27.05876157 sort(dts)[1:3] # [1] 01/14/92 02/01/92 02/27/92
dts <- dates(c("02/27/92", "02/27/92", "01/14/92", "02/28/92", "02/01/92")) dts # [1] 02/27/92 02/27/92 01/14/92 02/28/92 02/01/92 tms <- times(c("23:03:20", "22:29:56", "01:03:30", "18:21:03", "16:56:26")) tms # [1] 23:03:20 22:29:56 01:03:30 18:21:03 16:56:26 x <- chron(dates. = dts, times. = tms) x # [1] (02/27/92 23:03:19) (02/27/92 22:29:56) (01/14/92 01:03:30) # [4] (02/28/92 18:21:03) (02/01/92 16:56:26) # We can add or subtract scalars (representing days) to dates or # chron objects: c(dts[1], dts[1] + 10) # [1] 02/27/92 03/08/92 dts[1] - 31 # [1] 01/27/92 # We can substract dates which results in a times object that # represents days between the operands: dts[1] - dts[3] # Time in days: # [1] 44 # Logical comparisons work as expected: dts[dts > "01/25/92"] # [1] 02/27/92 02/27/92 02/28/92 02/01/92 dts > dts[3] # [1] TRUE TRUE FALSE TRUE TRUE # Summary operations which are sensible are permitted and work as # expected: range(dts) # [1] 01/14/92 02/28/92 diff(x) # Time in days: # [1] -0.02319444 -44.89335648 45.72052083 -27.05876157 sort(dts)[1:3] # [1] 01/14/92 02/01/92 02/27/92
Divide the range of a chron or dates object x
into intervals
and code the values in x
according to which interval they fall.
## S3 method for class 'dates' cut(x, breaks, labels, start.on.monday = TRUE, ...)
## S3 method for class 'dates' cut(x, breaks, labels, start.on.monday = TRUE, ...)
x |
chron or dates object (see |
breaks |
either a vector of break points (a |
labels |
character labels for intervals. |
start.on.monday |
should weeks be assumed to start on Mondays?
Default is |
... |
further arguments to be passed to or from methods. |
an ordered factor whose levels represent the various time intervals.
# days from 07/01/92 thru 07/15/92 fell into 3 Monday-started weeks cut(dates("07/01/92") + 0:14, "weeks") # [1] week 1 week 1 week 1 week 1 week 1 week 2 week 2 week 2 # [9] week 2 week 2 week 2 week 2 week 3 week 3 week 3 dts <- dates(c("02/27/92", "02/27/92", "01/14/92", "02/28/92", "02/01/92")) cut(dts, "months") # [1] Feb 92 Feb 92 Jan 92 Feb 92 Feb 92 boxplot(runif(5) ~ cut(dts, "months"))
# days from 07/01/92 thru 07/15/92 fell into 3 Monday-started weeks cut(dates("07/01/92") + 0:14, "weeks") # [1] week 1 week 1 week 1 week 1 week 1 week 2 week 2 week 2 # [9] week 2 week 2 week 2 week 2 week 3 week 3 week 3 dts <- dates(c("02/27/92", "02/27/92", "01/14/92", "02/28/92", "02/01/92")) cut(dts, "months") # [1] Feb 92 Feb 92 Jan 92 Feb 92 Feb 92 boxplot(runif(5) ~ cut(dts, "months"))
Create objects which represent dates or times.
dates(x, ...) times(x, ...)
dates(x, ...) times(x, ...)
x |
a chron object, a character vector, or a numeric vector
specifying time. If character, it must be in a format recognized by
|
... |
parameters for |
An object of class dates
or times
, depending of the
function called.
These functions return objects inheriting from dates and times,
respectively. They call chron()
if x
does not belong to
any of the chronological classes.
chron
,
times
,
seq.dates
,
cut.dates
dts <- dates(c("02/27/92", "02/27/92", "01/14/92", "02/28/92", "02/01/92")) dts # [1] 02/27/92 02/27/92 01/14/92 02/28/92 02/01/92 class(dts) x <- chron(dates. = c("02/27/92", "02/27/92", "01/14/92", "02/28/92"), times. = c("23:03:20", "22:29:56", "01:03:30", "18:21:03")) dates(x) # [1] 02/27/92 02/27/92 01/14/92 02/28/92
dts <- dates(c("02/27/92", "02/27/92", "01/14/92", "02/28/92", "02/01/92")) dts # [1] 02/27/92 02/27/92 01/14/92 02/28/92 02/01/92 class(dts) x <- chron(dates. = c("02/27/92", "02/27/92", "01/14/92", "02/28/92"), times. = c("23:03:20", "22:29:56", "01:03:30", "18:21:03")) dates(x) # [1] 02/27/92 02/27/92 01/14/92 02/28/92
Utility functions to convert between Julian dates (numbers of days since an origin, by default 1970-01-01) and calendar dates given by year, month, and day within the month.
## Default S3 method: julian(x, d, y, origin., ...) month.day.year(jul, origin.) leap.year(y) day.of.week(month, day, year)
## Default S3 method: julian(x, d, y, origin., ...) month.day.year(jul, origin.) leap.year(y) day.of.week(month, day, year)
x , month
|
vector of month numbers. |
d , day
|
vector of day numbers. |
y , year
|
vector of years. |
jul |
vector of Julian Dates, i.e., number of days since
|
origin. |
vector specifying the origin as month, day, and year.
If missing, it defaults to |
... |
further arguments to be passed to or from methods. |
A vector of Julian dates (number of days since origin.
) when
julian()
is called, or a list with members month
,
day
, year
corresponding to the input Julian dates if
month.day.year()
is called. leap.year()
returns a
logical vector indicating whether the corresponding year is a leap
year.
day.of.week()
returns a number between 0 and 6 to specify day
of the week–0 refers to Sunday.
These functions were taken from Becker, Chambers, and Wilks (1988),
and were slightly modified to take chron
and dates
objects; some also take the extra argument origin.
.
julian(1, 1, 1970) # [1] 0 unlist(month.day.year(0)) # month day year # 1 1 1970
julian(1, 1, 1970) # [1] 0 unlist(month.day.year(0)) # month day year # 1 1 1970
Given a chron or dates object, extract the year, quarter, month, day (within the month) or weekday (days within the week) of the date it represents.
days(x) ## Default S3 method: weekdays(x, abbreviate = TRUE) ## Default S3 method: months(x, abbreviate = TRUE) ## Default S3 method: quarters(x, abbreviate = TRUE) years(x)
days(x) ## Default S3 method: weekdays(x, abbreviate = TRUE) ## Default S3 method: months(x, abbreviate = TRUE) ## Default S3 method: quarters(x, abbreviate = TRUE) years(x)
x |
an object inheriting from class |
abbreviate |
should abbreviated names be returned? Default is |
Note that months
, quarters
and weekdays
are
generics defined in package base which also provides methods for
objects of class "Date"
as generated, e.g., by
Sys.Date
. These methods return character rather
than factor variables as the default methods in chron do.
To take advantage of the latter, Date objects can be converted to
dates objects using as.chron
, see the examples.
an ordered factor corresponding to days, weekdays, months, quarters,
or years of x
for the respective function.
dts <- dates("07/01/78") + trunc(50 * rnorm(30)) plot(weekdays(dts)) plot(months(dts)) ## The day in the current timezone as a Date object. Dt <- Sys.Date() ## Using the months method for Date objects. months(Dt) ## Using the months default method. months(as.chron(Dt))
dts <- dates("07/01/78") + trunc(50 * rnorm(30)) plot(weekdays(dts)) plot(months(dts)) ## The day in the current timezone as a Date object. Dt <- Sys.Date() ## Using the months method for Date objects. months(Dt) ## Using the months default method. months(as.chron(Dt))
Format a chron object.
## S3 method for class 'chron' format(x, format = att$format, origin. = att$origin, sep = " ", simplify, enclosed = c("(", ")"), ...)
## S3 method for class 'chron' format(x, format = att$format, origin. = att$origin, sep = " ", simplify, enclosed = c("(", ")"), ...)
x |
A chron object. |
format |
As in |
origin. |
As in |
sep |
A character string that separates the dates and times in the output. Ignored
if percent codes are used in |
simplify |
As in |
enclosed |
A character vector of length 2 containing the strings that begin and end
each output date/time.
Ignored if percent codes are used in |
... |
Not currently used. |
A character vector.
chron
.
format.dates
.
strptime
.
format(chron(0, 0), c("yy/m/d", "h:m:s"), sep = "T", enclosed = c("", "")) format(chron(0, 0), "%Y-%m-%dT%H:%M:%S") # same
format(chron(0, 0), c("yy/m/d", "h:m:s"), sep = "T", enclosed = c("", "")) format(chron(0, 0), "%Y-%m-%dT%H:%M:%S") # same
Given a chron or times object, extract the hours, minutes or seconds of the time it represents.
hours(x) minutes(x) seconds(x)
hours(x) minutes(x) seconds(x)
x |
an object inheriting from class |
the corresponding time period as an ordered factor.
x <- chron(dates. = c("02/27/92", "02/27/92", "01/14/92", "02/28/92"), times. = c("23:03:20", "22:29:56", "01:03:30", "18:21:03")) h <- hours(x) y <- runif(4) boxplot(y ~ h)
x <- chron(dates. = c("02/27/92", "02/27/92", "01/14/92", "02/28/92"), times. = c("23:03:20", "22:29:56", "01:03:30", "18:21:03")) h <- hours(x) y <- runif(4) boxplot(y ~ h)
Determine the date represented by a chron or dates object is a weekend or a holiday.
is.weekend(x) is.holiday(x, holidays) .Holidays
is.weekend(x) is.holiday(x, holidays) .Holidays
x |
an object inheriting from |
holidays |
optional |
a logical object indicating whether the corresponding date is a
weekend in the case of is.weekend()
or a holiday in the case of
is.holiday()
.
days
,
weekdays.default
,
months.default
,
quarters.default
,
years
;
chron
,
dates
,
cut.dates
,
seq.dates
dts <- dates("01/01/98") + trunc(365 * runif(50)) table(is.weekend(dts)) .Holidays # New Year Memorial Indepen. Labor day Thanksgiving Christmas # 01/01/92 05/25/92 07/04/92 09/07/92 11/26/92 12/25/92 # NOTE: Only these 6 holidays from 1992 are defined by default!
dts <- dates("01/01/98") + trunc(365 * runif(50)) table(is.weekend(dts)) .Holidays # New Year Memorial Indepen. Labor day Thanksgiving Christmas # 01/01/92 05/25/92 07/04/92 09/07/92 11/26/92 12/25/92 # NOTE: Only these 6 holidays from 1992 are defined by default!
Get and set chron origin.
origin(x) origin(x) <- value
origin(x) origin(x) <- value
x |
a chron object |
value |
month, day, year vector |
origin
extracts the origin of its argument. origin<-
sets the
origin of its argument.
The origin
function returns a month, day, year vector.
The default origin for chron objects is January 1, 1970 and it is recommended that that origin be used. Some chron functions may not perform properly with a non-default origin.
ch <- as.chron(Sys.Date()) origin(ch)
ch <- as.chron(Sys.Date()) origin(ch)
chron_trans
is a ggplot2 transformer for chron
.
scale_x_chron
and scale_y_chron
are ggplot2 scales.
chron_trans(format = "%Y-%m-%d", n = 5) scale_x_chron(..., format = "%Y-%m-%d", n = 5) scale_y_chron(..., format = "%Y-%m-%d", n = 5)
chron_trans(format = "%Y-%m-%d", n = 5) scale_x_chron(..., format = "%Y-%m-%d", n = 5) scale_y_chron(..., format = "%Y-%m-%d", n = 5)
format |
format string as described in |
n |
Approximate number of axis ticks. |
... |
Passed to |
if(require("ggplot2")) { dd <- data.frame(tt = chron(1:10), value = 101:110) p <- ggplot(dd, aes(tt, value)) + geom_point() + scale_x_chron(format = "%m-%d") print(p) }
if(require("ggplot2")) { dd <- data.frame(tt = chron(1:10), value = 101:110) p <- ggplot(dd, aes(tt, value)) + geom_point() + scale_x_chron(format = "%m-%d") print(p) }
Generate a regular sequence of dates.
## S3 method for class 'dates' seq(from, to, by = "days", length., ...)
## S3 method for class 'dates' seq(from, to, by = "days", length., ...)
from |
starting date; it can be a chron or dates object, a
character string, e.g., |
to |
ending date, like |
by |
either a numeric value or one of the valid strings
|
length. |
optional number of elements in the sequence. |
... |
further arguments to be passed to or from methods. |
a sequence with values (from
, from + by
,
from + 2*by
, ..., to
) of class
class(from)
and origin origin(from)
.
Note that from
must be less than or equal to the argument
to
.
seq.dates("01/01/92", "12/31/92", by = "months") # [1] 01/01/92 02/01/92 03/01/92 04/01/92 05/01/92 06/01/92 # [7] 07/01/92 08/01/92 09/01/92 10/01/92 11/01/92 12/01/92 end.of.the.month <- seq.dates("02/29/92", by = "month", length. = 15) end.of.the.month # [1] 02/29/92 03/31/92 04/30/92 05/31/92 06/30/92 07/31/92 # [7] 08/31/92 09/30/92 10/31/92 11/30/92 12/31/92 01/31/93 # [13] 02/28/93 03/31/93 04/30/93
seq.dates("01/01/92", "12/31/92", by = "months") # [1] 01/01/92 02/01/92 03/01/92 04/01/92 05/01/92 06/01/92 # [7] 07/01/92 08/01/92 09/01/92 10/01/92 11/01/92 12/01/92 end.of.the.month <- seq.dates("02/29/92", by = "month", length. = 15) end.of.the.month # [1] 02/29/92 03/31/92 04/30/92 05/31/92 06/30/92 07/31/92 # [7] 08/31/92 09/30/92 10/31/92 11/30/92 12/31/92 01/31/93 # [13] 02/28/93 03/31/93 04/30/93
Truncate times objects.
## S3 method for class 'times' trunc(x, units = "days", eps = 1e-10, ...)
## S3 method for class 'times' trunc(x, units = "days", eps = 1e-10, ...)
x |
a |
units |
Can be one of |
eps |
Comparison tolerance. Times are considered equal if their
absolute difference is less than |
... |
further arguments to be passed to or from methods. |
The time is truncated to the second, minute, hour or day or to the value specified.
There is also a round
method which has the same arguments as
the trunc
method, and performs rounding instead of truncation.
An object of class "times"
.
trunc
for the generic function and default methods.
tt <- times(c("12:13:14", "15:46:17")) trunc(tt, "minutes") trunc(tt, "min") trunc(tt, times("00:01:00")) trunc(tt, "00:01:00") trunc(tt, 1/(24*60)) tt2 <- structure(c(3.0, 3.1, 3.5, 3.9), class = "times") trunc(tt2, "day") trunc(tt2)
tt <- times(c("12:13:14", "15:46:17")) trunc(tt, "minutes") trunc(tt, "min") trunc(tt, times("00:01:00")) trunc(tt, "00:01:00") trunc(tt, 1/(24*60)) tt2 <- structure(c(3.0, 3.1, 3.5, 3.9), class = "times") trunc(tt2, "day") trunc(tt2)
These functions can be used to convert the times of "ts"
series
with frequency
of 12 or 4 or objects of "yearmon"
and
"yearqtr"
class, as defined in the "zoo" package, to
chron
dates.
## S3 method for class 'yearmon' as.chron(x, frac = 0, holidays = FALSE, ...) ## S3 method for class 'yearqtr' as.chron(x, frac = 0, holidays = FALSE, ...) ## S3 method for class 'ts' as.chron(x, frac = 0, holidays = FALSE, ...)
## S3 method for class 'yearmon' as.chron(x, frac = 0, holidays = FALSE, ...) ## S3 method for class 'yearqtr' as.chron(x, frac = 0, holidays = FALSE, ...) ## S3 method for class 'ts' as.chron(x, frac = 0, holidays = FALSE, ...)
x |
an object of class |
frac |
Number between zero and one inclusive representing the fraction of the way through the month or quarter. |
holidays |
If |
... |
Other arguments passed to |
The "yearmon"
and "yearqtr"
classes are defined in
package zoo. If holidays
is TRUE
or a vector of
dates then the is.holiday
function is used to determine whether
days are holidays.
The method for ts objects converts the times corresponding to
time(x)
to chron. The ts series must have a frequency that is
a divisor of 12.
Returns a chron
object.
## Monthly time series data. as.chron(AirPassengers) as.chron(time(AirPassengers)) ## convert to first day of the month that is not a weekend or holiday as.chron(AirPassengers, frac = 0, holidays = TRUE) ## convert to last day of the month as.chron(AirPassengers, frac = 1) ## convert to last day of the month that is not a weekend or holiday as.chron(AirPassengers, frac = 1, holidays = TRUE) ## convert to last weekday of the month as.chron(AirPassengers, frac = 1, holidays = c()) ## Quarterly time series data. as.chron(presidents) as.chron(time(presidents))
## Monthly time series data. as.chron(AirPassengers) as.chron(time(AirPassengers)) ## convert to first day of the month that is not a weekend or holiday as.chron(AirPassengers, frac = 0, holidays = TRUE) ## convert to last day of the month as.chron(AirPassengers, frac = 1) ## convert to last day of the month that is not a weekend or holiday as.chron(AirPassengers, frac = 1, holidays = TRUE) ## convert to last weekday of the month as.chron(AirPassengers, frac = 1, holidays = c()) ## Quarterly time series data. as.chron(presidents) as.chron(time(presidents))