[R-SIG-Finance] Remove first two weeks of data in half hourly resolution
Peter Neumaier
peter.neumaier at gmail.com
Fri Apr 1 13:26:14 CEST 2016
This is brilliant. Thanks very much!
On Thu, Mar 31, 2016 at 12:24 PM, Brian G. Peterson <brian at braverock.com>
wrote:
> Peter,
>
> You haven't published a reproducible example, and I'm not going to take
> the time to write a complete example from scratch.
>
> We use xts subsetting for this type of thing, so I suggest using xts for
> your time series (this is always good advice for time series in R).
>
> Here's a partial example to get you started.
>
> #######################
>
> #load some data from the PerformanceAnalytics package
> data(edhec)
>
> #check the range
> range(index(edhec))
>
> #add 14 days from the start
> first(index(edhec))+14
>
> #now assume that you have an object 'z' with intraday data
> range(z)
>
> #check the range of Dates by forcing the index to Date type
> range(as.Date(index(z)))
>
> #add 114 days, as before
> first(as.Date(index(z)))+14
>
> # now subset by cutting off the first 14 calendar days
> # from the start of the series
> zs <- z[paste0(first(as.Date(index(z)))+14,'/')]
>
> #check the range
> range(as.Date(index(zs)))
>
> ##################
>
> Regards,
>
> Brian
>
> --
> Brian G. Peterson
> http://braverock.com/brian/
> Ph: 773-459-4973
> IM: bgpbraverock
>
>
> On Thu, 2016-03-31 at 11:50 +0100, Peter Neumaier wrote:
> > Hi all,
> >
> > I am doing some analysis on monthly futures contracts from 2011-2016.
> > Each monthly contract goes for eight weeks, in half hourly resolution.
> >
> > I'd like to remove first two weeks of eight weeks history for each
> monthly
> > contract.
> > My approach was to work out the start and end date and cut the 1st two
> weeks
> > data off, but problem is that the half hourly resolution is sometimes
> > incomplete(
> > i.e. a trading day goes from 7:00am - 4:00pm but sometimes starts at
> > 7:30am).
> >
> > Any suggestion on how to resolve this? Below a sample trading day in half
> > hourly:
> >
> > NGFH6.Open NGFH6.High NGFH6.Low NGFH6.Close
> > NGFH6.Volume NGFH6.WAP NGFH6.hasGaps NGFH6.Count
> > 2016-01-06 07:30:00 0.3395 0.3395 0.3375 0.3380
> > 45 0.33811 0 5
> > 2016-01-06 08:00:00 0.3400 0.3400 0.3387 0.3395
> > 140 0.33928 0 12
> > 2016-01-06 08:30:00 0.3395 0.3395 0.3379 0.3379
> > 70 0.33884 0 5
> > 2016-01-06 09:00:00 0.3379 0.3379 0.3379 0.3379
> > 0 0.33790 0 0
> > 2016-01-06 09:30:00 0.3379 0.3379 0.3379 0.3379
> > 0 0.33790 0 0
> > 2016-01-06 10:00:00 0.3375 0.3380 0.3373 0.3373
> > 230 0.33738 0 14
> > 2016-01-06 10:30:00 0.3376 0.3379 0.3376 0.3379
> > 20 0.33775 0 2
> > 2016-01-06 11:00:00 0.3370 0.3370 0.3370 0.3370
> > 105 0.33700 0 5
> > 2016-01-06 11:30:00 0.3366 0.3366 0.3365 0.3365
> > 65 0.33658 0 4
> > 2016-01-06 12:00:00 0.3370 0.3370 0.3370 0.3370
> > 10 0.33700 0 1
> > 2016-01-06 12:30:00 0.3372 0.3372 0.3361 0.3361
> > 125 0.33686 0 9
> > 2016-01-06 13:00:00 0.3360 0.3360 0.3357 0.3360
> > 225 0.33585 0 17
> > 2016-01-06 13:30:00 0.3357 0.3357 0.3355 0.3355
> > 50 0.33560 0 5
> > 2016-01-06 14:00:00 0.3350 0.3359 0.3350 0.3359
> > 25 0.33554 0 2
> > 2016-01-06 14:30:00 0.3359 0.3359 0.3359 0.3359
> > 0 0.33590 0 0
> > 2016-01-06 15:00:00 0.3352 0.3352 0.3348 0.3352
> > 150 0.33492 0 15
> > 2016-01-06 15:30:00 0.3352 0.3352 0.3334 0.3341
> > 280 0.33364 0 24
> > 2016-01-06 16:00:00 0.3341 0.3375 0.3341 0.3370
> > 145 0.33543 0 17
> > 2016-01-06 16:30:00 0.3380 0.3385 0.3380 0.3385
> > 25 0.33830 0 3
> >
> > Many Thanks
> > Peter
> >
> > [[alternative HTML version deleted]]
> >
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