[R] Calculate monthly means
KATSCHKE, ADRIAN CIV DFAS
ADRIAN.KATSCHKE at DFAS.MIL
Tue Mar 15 18:34:46 CET 2011
You could use the by() function after a little data manipulation.
The first line will create a field just of the date portion of your datetime field. Then you can use the by() function to use the indices you desire to calculate the mean.
mSamp$cDT <- chron(unlist(strsplit(as.character(mSamp$Collection_Date), split=" "))[seq(1,nrow(mSamp),2)], format="y-m-d", out.format="m/d/y")
with(mSamp, by(Value, list(years(cDT), months(cDT)), mean, na.rm=TRUE))
I like using the chron package for my dates and times.
Adrian
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-----Original Message-----
From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-project.org] On Behalf Of Carl Nim
Sent: Tuesday, March 15, 2011 10:25 AM
To: r-help at r-project.org
Subject: [R] Calculate monthly means
I am trying to calculate monthly means by year of phosphates and nitrates from a multi year data set. Can anybody help me out with the most effective way to do this?
My data looks like this:
Collection_Date Test.Name Value
2000-01-24 17:00:00 Phosphate 0.108
2000-01-24 17:00:00 Nitrate 0.037
2001-11-12 08:45:00 Phosphate 0.45
...
Thanks and sorry for the blatantly "newbie" question.
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