[R-SIG-Finance] Problems with time format and read.csv()
Dave
miniflowtrader at gmail.com
Mon Sep 17 21:15:48 CEST 2012
You will find that using fasttime will make a huge difference in load times
if you are not happy with performance.
parseTickData <- function(inputFile) {
DAT.list <- scan(file=inputFile,
sep=",",skip=1,what=list(Date="",Time="",Close=0,Volume=0),quiet=T)
index <- fastPOSIXct(paste(DAT.list$Date,DAT.list$Time),"GMT")
DAT.xts <-
xts(data.frame(Close=DAT.list$Close,Volume=DAT.list$Volume),index)
DAT.xts <- make.index.unique(DAT.xts)
return(DAT.xts)
}
Your data must be in the format:
2012-03-23,03:00:00
-----Original Message-----
From: r-sig-finance-bounces at r-project.org
[mailto:r-sig-finance-bounces at r-project.org] On Behalf Of Costas Vorlow
Sent: Monday, September 17, 2012 2:14 PM
To: r-sig-finance at r-project.org
Subject: [R-SIG-Finance] Problems with time format and read.csv()
Hello,
Following a previous post,
http://www.mail-archive.com/r-sig-finance@r-project.org/msg03727.html
I am having trouble with the hours format as it is picked up by the
read.csv() command.
The following data:
"Date","Time","Open","High","Low","Close","Up","Down"
04/27/2012,0930,12.24,12.24,12.24,12.24,0,300
04/27/2012,0930,12.24,12.24,12.24,12.24,0,200
are read as
datain<-read.csv('tick.csv', header=TRUE)
> head(dat)
Date Time Open High Low Close Up Down
1 04/27/2012 930 12.24 12.24 12.24 12.24 0 300
2 04/27/2012 930 12.24 12.24 12.24 12.24 0 200
i.e., 0930 becomes 930. How can this be translated to a "proper" time i.e,
9:30 so I can convert the data frame to an XTS object accordingly?
I try to fix it by using %k below instead of %H (which also didn't work)
hf<-xts(dat[,6], as.POSIXct(paste(dat[,1], dat[,2]), format = "%m/%d/%Y
%k%M"))
but I get NAs
> head(hf)
[,1]
<NA> 12.24
<NA> 12.24
<NA> 12.25
<NA> 12.25
<NA> 12.25
<NA> 12.25
using %I in the format= above also didn't work. I gather that this is not a
timezone problem and has to do with the way the time format is understood by
R when generating a time index for the XTS object.
Thanks in advance for your time and answers, Costas
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