Hi all,
I'm trying to filter data into respective numbers. For example, if the
data ranges from 0 to <0.1, group the data. And so on for the rest of
the data.
There are inconsistencies in the output. For example, b1[[3]] lumps all
the 0.2s and 0.3s together while 0.6s are not in the output.
Running the function - table(f1) - shows that each of the
components/numbers has x number of elements in them. But this is not
showing in the results of the script.
Can anyone assist?
Thanks,
Muhammad
f1 <- read.table("data.txt")
f1 <- f1[which(is.na(f1)==FALSE),1]
x0 <- seq(0,1,0.1)
x1 <- x0 +0.1
b1 <- c()
for (a in 1:length(x)){
b1[[a]] <- f1[which(f1 >= x0[a] & f1 < x1[a])]
}
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Take a look at using 'cut"> range <- seq(0, 1, .1) > range[1] 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0> x.cut <- cut(x, range, include.lowest=TRUE) > table(x.cut)x.cut [0,0.1] (0.1,0.2] (0.2,0.3] (0.3,0.4] (0.4,0.5] (0.5,0.6] (0.6,0.7] (0.7,0.8] (0.8,0.9] (0.9,1] 702 1060 2692 3865 1556 392 80 5 4 1>On Thu, Jul 8, 2010 at 3:23 PM, Muhammad Rahiz <muhammad.rahiz at ouce.ox.ac.uk> wrote:> Hi all, > > I'm trying to filter data into respective numbers. For example, if the data > ranges from 0 to <0.1, group the data. And so on for the rest of the data. > There are inconsistencies in the output. For example, b1[[3]] lumps all the > 0.2s and 0.3s together while 0.6s are not in the output. > > Running the function - table(f1) - shows that each of the components/numbers > has x number of elements in them. But this is not showing in the results of > the script. > > Can anyone assist? > > > Thanks, > > Muhammad > > > > > f1 <- read.table("data.txt") > f1 <- f1[which(is.na(f1)==FALSE),1] > > > x0 <- seq(0,1,0.1) > x1 <- x0 +0.1 > > b1 <- c() > for (a in 1:length(x)){ > b1[[a]] <- f1[which(f1 >= x0[a] & f1 < x1[a])] > } > > -- > > > 1 > 0.9 > 0.8 > 0.9 > 0.9 > 0.7 > 0.9 > 0.8 > 0.8 > 0.7 > 0.7 > 0.8 > 0.5 > 0.6 > 0.3 > 0.6 > 0.5 > 0.7 > 0.7 > 0.7 > 0.5 > 0.4 > 0.4 > 0.7 > 0.8 > 0.4 > 0.5 > 0.5 > 0.6 > 0.7 > 0.6 > 0.5 > 0.6 > 0.4 > 0.6 > 0.7 > 0.5 > 0.4 > 0.5 > 0.4 > 0.6 > 0.6 > 0.5 > 0.6 > 0.6 > 0.6 > 0.6 > 0.6 > 0.6 > 0.5 > 0.6 > 0.4 > 0.4 > 0.3 > 0.6 > 0.6 > 0.7 > 0.7 > 0.6 > 0.6 > 0.7 > 0.6 > 0.6 > 0.2 > 0.3 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.7 > 0.6 > 0.6 > 0.6 > 0.7 > 0.7 > 0.6 > 0.5 > 0.6 > 0.6 > 0.4 > 0.4 > 0.4 > 0.2 > 0.2 > 0.3 > 0.5 > 0.6 > 0.6 > 0.7 > 0.6 > 0.7 > 0.6 > 0.6 > 0.7 > 0.6 > 0.5 > 0.5 > 0.4 > 0.5 > 0.2 > 0.3 > 0.3 > 0.4 > 0.5 > 0.5 > 0.4 > 0.7 > 0.4 > 0.7 > 0.7 > 0.6 > 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0.4 > 0.2 > 0.3 > 0.3 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.5 > 0.4 > 0.4 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.5 > 0.5 > 0.4 > 0.4 > 0.5 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.2 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.5 > 0.5 > 0.4 > 0.5 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.2 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.5 > 0.5 > 0.5 > 0.5 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.4 > 0.3 > 0.4 > 0.6 > 0.4 > 0.5 > 0.2 > 0.4 > 0.2 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.4 > 0.5 > 0.5 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.2 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.5 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.4 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.5 > 0.4 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.3 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.4 > 0.3 > 0.3 > 0.2 > 0.4 > 0.3 > 0.3 > 0.4 > 0.3 > 0.4 > 0.4 > 0.3 > > ______________________________________________ > R-help at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. > >-- Jim Holtman Cincinnati, OH +1 513 646 9390 What is the problem that you are trying to solve?
Congratulations, you've run afoul of: 7.31 Why doesn't R think these numbers are equal?> x0[7][1] 0.6> > x0[7] == .6[1] FALSE>Sarah On Thu, Jul 8, 2010 at 3:23 PM, Muhammad Rahiz <muhammad.rahiz at ouce.ox.ac.uk> wrote:> Hi all, > > I'm trying to filter data into respective numbers. For example, if the data > ranges from 0 to <0.1, group the data. And so on for the rest of the data. > There are inconsistencies in the output. For example, b1[[3]] lumps all the > 0.2s and 0.3s together while 0.6s are not in the output. > > Running the function - table(f1) - shows that each of the components/numbers > has x number of elements in them. But this is not showing in the results of > the script. > > Can anyone assist? > > > Thanks, > > Muhammad > > > > > f1 <- read.table("data.txt") > f1 <- f1[which(is.na(f1)==FALSE),1] > > > x0 <- seq(0,1,0.1) > x1 <- x0 +0.1 > > b1 <- c() > for (a in 1:length(x)){ > b1[[a]] <- f1[which(f1 >= x0[a] & f1 < x1[a])] > } > > ---- Sarah Goslee http://www.functionaldiversity.org
On Jul 8, 2010, at 3:23 PM, Muhammad Rahiz wrote:> Hi all, > > I'm trying to filter data into respective numbers. For example, if > the data ranges from 0 to <0.1, group the data. And so on for the > rest of the data. > There are inconsistencies in the output. For example, b1[[3]] lumps > all the 0.2s and 0.3s together while 0.6s are not in the output.Any time you are working with floating point numbers you should be using all.equal rather than ==. You could easily be getting bitten by a test for >= that declares this to be FALSE when you expected it to be TRUE> > Running the function - table(f1) - shows that each of the components/ > numbers has x number of elements in them. But this is not showing in > the results of the script. > > Can anyone assist? > > > Thanks, > > Muhammad > > > > > f1 <- read.table("data.txt") > f1 <- f1[which(is.na(f1)==FALSE),1]f1 is a data.frame and "[which( ==FALSE), " is same as "[ !is.na() , " so could use f1 <- f1[ !is.na(f1[,1]), 1]1]> > x0 <- seq(0,1,0.1) > x1 <- x0 +0.1 > > b1 <- c() > for (a in 1:length(x)){ > b1[[a]] <- f1[which(f1 >= x0[a] & f1 < x1[a])] > }That was really not a minimal example, now was it? Used a very small fraction of your data. For me this throws an error since x is not defined. Modifying it so x becomes x0 and adding the column number "1" to f1's indexing gets me something like what you are describing. It's undoubtedly a case of FAQ 7.31 > b2 <-findInterval(f1[,1], seq(0, 1, by=0.1) ) > str(b2) int [1:120] 11 10 9 10 10 7 10 9 9 7 ... > table(b2) b2 2 3 5 6 7 9 10 11 1 15 17 56 21 5 4 1 > table(f1[,1]) 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1 4 11 17 18 38 21 5 4 1 Notice that the 0.5 and 0.6es get lumped into the same box. Methods for discrete variables are more appropriate here. However, if you know that you numbers are all rounded to the nearest tenth, then add (or subtract) 0.05 to your boundary criteria so you won't run into numerical representation problems. (See below. I'm not sure that cut() will solve your troubles here.) > table(cut(f1[,], seq(0,1,by=0.1) , include.lowest=TRUE, right=FALSE )) [0,0.1) [0.1,0.2) [0.2,0.3) [0.3,0.4) [0.4,0.5) [0.5,0.6) [0.6,0.7) [0.7,0.8) 0 1 15 0 17 56 21 0 [0.8,0.9) [0.9,1] 5 5 Notice the gap in the 0.4 category. This may be why the S/R designers chose to make the default for right=TRUE.>-- David Winsemius, MD West Hartford, CT