yabado
2009-Jul-24 18:56 UTC
[R] How to convert a matrix to a dataframe and makes its first row be the column name
Hi I want to convert a matrix to a dataframe. The matrix is like this Site A B C D X 1 2 3 4 Y 5 6 7 8 Z 9 10 11 12 The converted dataframe need to have the first row as column names and the values of each column (1, 2, 3, 4; ......12;) be numeric, not factors. I used data.frame(), but it gave me auto-assigned column names (like X1, X2, X3, X4) and put the alphabet and numbers together as factors of each column. Is there a way to correct it? Thank you -- View this message in context: http://www.nabble.com/How-to-convert-a-matrix-to-a-dataframe-and-makes-its-first-row-be-the-column-name-tp24650062p24650062.html Sent from the R help mailing list archive at Nabble.com.
jim holtman
2009-Jul-25 08:23 UTC
[R] How to convert a matrix to a dataframe and makes its first row be the column name
If what you are showing is a 'matrix' (you did not include a reproducible script, nor did you show an 'str' of the data), then it is a character matrix. I took your data, read it in as a dataframe and then converted it to 'matrix' (x.mat). You can see below that this is a character matrix. If I convert this back to a dataframe (x.new) this will now have the columns as factors since they were originally characters. You can then convert the factors back to numeric with the 'for' loop. It would help in the future if you could provide commented, minimal, self contained, reproducible code so we don't have to guess at what you have:> xSite A B C D 1 X 1 2 3 4 2 Y 5 6 7 8 3 Z 9 10 11 12> str(x)'data.frame': 3 obs. of 5 variables: $ Site: Factor w/ 3 levels "X","Y","Z": 1 2 3 $ A : int 1 5 9 $ B : int 2 6 10 $ C : int 3 7 11 $ D : int 4 8 12> x.mat <- as.matrix(x) > x.matSite A B C D [1,] "X" "1" " 2" " 3" " 4" [2,] "Y" "5" " 6" " 7" " 8" [3,] "Z" "9" "10" "11" "12"> str(x.mat)chr [1:3, 1:5] "X" "Y" "Z" "1" "5" "9" " 2" " 6" "10" " 3" " 7" "11" " 4" ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:5] "Site" "A" "B" "C" ...> x.new <- as.data.frame(x.mat) > x.newSite A B C D 1 X 1 2 3 4 2 Y 5 6 7 8 3 Z 9 10 11 12> str(x.new)'data.frame': 3 obs. of 5 variables: $ Site: Factor w/ 3 levels "X","Y","Z": 1 2 3 $ A : Factor w/ 3 levels "1","5","9": 1 2 3 $ B : Factor w/ 3 levels " 2"," 6","10": 1 2 3 $ C : Factor w/ 3 levels " 3"," 7","11": 1 2 3 $ D : Factor w/ 3 levels " 4"," 8","12": 1 2 3> for (i in 2:ncol(x.new)) x.new[[i]] <- as.numeric(as.character(x.new[[i]])) > x.newSite A B C D 1 X 1 2 3 4 2 Y 5 6 7 8 3 Z 9 10 11 12> str(x.new)'data.frame': 3 obs. of 5 variables: $ Site: Factor w/ 3 levels "X","Y","Z": 1 2 3 $ A : num 1 5 9 $ B : num 2 6 10 $ C : num 3 7 11 $ D : num 4 8 12>On Fri, Jul 24, 2009 at 2:56 PM, yabado<alexhsi1123 at hotmail.com> wrote:> > Hi > > I want to convert a matrix to a dataframe. > > The matrix is like this > > Site ? A ? ? B ? ? C ? ? D > > X ? ? ? 1 ? ? 2 ? ? 3 ? ? 4 > > Y ? ? ? 5 ? ? 6 ? ? 7 ? ? 8 > > Z ? ? ? 9 ? ? 10 ? ?11 ? 12 > > > The converted dataframe need to have the first row as column names > and the values of each column (1, 2, 3, 4; ......12;) be numeric, not > factors. > > I used data.frame(), but it gave me auto-assigned column names (like X1, X2, > X3, X4) > and put the alphabet and numbers together as factors of each column. > > Is there a way to correct it? > > Thank you > > -- > View this message in context: http://www.nabble.com/How-to-convert-a-matrix-to-a-dataframe-and-makes-its-first-row-be-the-column-name-tp24650062p24650062.html > Sent from the R help mailing list archive at Nabble.com. > > ______________________________________________ > 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?
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