[R] convert TS dataframe to evenly spaced intervals?
David Winsemius
dwinsemius at comcast.net
Tue Jul 26 02:42:55 CEST 2011
On Jul 22, 2011, at 7:01 PM, Derrick Lin wrote:
> Hi R-help,
>
> I have a dataframe consisting of a time-series [t, v]. The
> timestamps aren't
> at all evenly spaced. The values are continuous. I've been able to
> graph
> this as a step function (which is what it should be) in ggplot2,
> using the
> 'step' geom. Now I would like to take the integral of the step
> function.
>
> For this and other reasons, is there a way to convert this into an
> evenly
> time-interval-ed array?
If you had provided reproducible code there might have been more
response. Since you have the data in a dataset it would have been no
trouble at all to just post dput() applied to the example. Instead,
here you are 3 days later with no reply.
>
>
> example current dataframe:
>
> t(currently as.POSIXct-ed) value
> 5/31/11 0:00 7.56
> 5/31/11 0:01 7.78
> 5/31/11 1:05 3.00
> 5/31/11 1:17 8.32
>
>
> desired (something like this, anyway):
> t value
> 5/31/11 0:00 7.56
> 5/31/11 0:05 7.78
> 5/31/11 0:10 7.78
> ... ...
> 5/31/11 1:00 7.78
> 5/31/11 1:05 3.00
> 5/31/11 1:10 3.00
> 5/31/11 1:15 3.00
> 5/31/11 1:20 8.32
I would have been converting this example to a zoo object and then
merging with a dataset whose range matched yours but that was on a one
minute timescale. You could then use the locf interpolation option
that the zoo functions support and then pickout the 5 minute values
after the interpolation/
--
David.
>
> It could also be factors like: 0:00 - 0:05, 7.56. However I don't
> think my
> grasp of this is very good. It'd also be great if the solution were
> general
> purpose so that I can change the parameters as needed (like interval
> size).
>
> I've been banging my head on #R and begun reading plyr/reshape
> documentation, so I would really appreciate any help!
>
> -Derrick
>
> [[alternative HTML version deleted]]
>
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> and provide commented, minimal, self-contained, reproducible code.
David Winsemius, MD
West Hartford, CT
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