How to convert specific time format to timestamp in R? [duplicate]

Question

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Read csv with dates and numbers (3 answers)

Closed 8 years ago.

I am working on "Localization Data for Person Activity Data Set" dataset from UCI and in this data set there is a column of date and time(both in one column) with following format:

27.05.2009 14:03:25:777
27.05.2009 14:03:25:183
27.05.2009 14:03:25:210
27.05.2009 14:03:25:237
...

I am wondering if there is anyway to convert this column to timestamp using R.

Answer 1

First of all, we need to substitute the colon separating the milliseconds from the seconds to a dot, otherwise the final step won't work (thanks to Dirk Eddelbuettel for this one). Since in the end R will use the separators it wants, to be quicker, I'll just go ahead and substitute all the colons for dots:

x <- "27.05.2009 14:03:25:777"  # this is a simplified version of your data
y <- gsub(":", ".", x)          # this is your vector with the aforementioned substitution

By the way, this is how your vector should look after gsub:

> y
[1] "27.05.2009 14.03.25.777"

Now, in order to have it show the milliseconds, you first need to adjust an R option and then use a function called strptime, which will convert your date vector to POSIXlt (an R-friendly) format. Just do the following:

> options(digits.secs = 3)           # this tells R you want it to consider 3 digits for seconds.
> strptime(y, "%d.%m.%Y %H:%M:%OS")  # this finally formats your vector
[1] "2009-05-27 14:03:25.777"

I've learned this nice trick here. This other answer also says you can skip the options setting and use, for example, strptime(y, "%d.%m.%Y %H:%M:%OS3"), but it doesn't work for me. Henrik noted that the function's help page, ?strptime states that the %OS3 bit is OS-dependent. I'm using an updated Ubuntu 13.04 and using %OS3 yields NA.

When using strptime (or other POSIX-related functions such as as.Date), keep in mind some of the most common conversions used (edited for brevity, as suggested by DWin. Complete list at strptime):

• %a Abbreviated weekday name in the current locale.
• %A Full weekday name in the current locale.
• %b Abbreviated month name in the current locale.
• %B Full month name in the current locale.
• %d Day of the month as decimal number (01–31).
• %H Hours as decimal number (00–23). Times such as 24:00:00 are accepted for input.
• %I Hours as decimal number (01–12).
• %j Day of year as decimal number (001–366).
• %m Month as decimal number (01–12).
• %M Minute as decimal number (00–59).
• %p AM/PM indicator in the locale. Used in conjunction with %I and not with %H.
• `%S Second as decimal number (00–61), allowing for up to two leap-seconds (but POSIX-compliant implementations will ignore leap seconds).
• %U Week of the year as decimal number (00–53) using Sunday as the first day 1 of the week (and typically with the first Sunday of the year as day 1 of week 1). The US convention.
• %w Weekday as decimal number (0–6, Sunday is 0).
• %W Week of the year as decimal number (00–53) using Monday as the first day of week (and typically with the first Monday of the year as day 1 of week 1). The UK convention.
• %y Year without century (00–99). On input, values 00 to 68 are prefixed by 20 and 69 to 99 by 19
• %Y Year with century. Note that whereas there was no zero in the original Gregorian calendar, ISO 8601:2004 defines it to be valid (interpreted as 1BC)