Hi Please do not use html formating in your post. It does not bring any advantage. See inline.
From: Verena Weinbir [mailto:vwein...@gmail.com] Sent: Thursday, May 29, 2014 3:33 PM To: PIKAL Petr Subject: Re: [R] Dataframe: Average cells of two rows and replace them with one row Hey, Thank you for your reply! I've attached some sample data. When I tried your code it gave me the error message, that arguments must have same Why you attached data? Preferable is using dput. When I tried to read your data it had some flaw with number of items in row 13 (and probably others), Excel is not famous for keeping same formating across versions. > test<-read.table("clipboard", header=T, na.string="NA", dec=",") Error in scan(file, what, nmax, sep, dec, quote, skip, nlines, na.strings, : line 13 did not have 25 elements So I read only lines 1:10. > test<-read.table("clipboard", header=T, na.string="NA", dec=",") Which results in data frame with two factor variables Author and Test. BTW there is no variable âNameâ in your data. > str(test) 'data.frame': 10 obs. of 25 variables: $ Author : Factor w/ 4 levels "Beck","Joll",..: 2 2 2 2 1 1 1 1 3 4 $ Year : int 2006 2006 2006 2006 1988 1988 1988 1988 2004 2004 $ Number : int 720 720 720 720 33 41 41 41 19 26 $ NumberA : int 344 344 344 344 5 6 6 6 9 12 $ NumberB : int 376 376 376 376 28 35 35 35 10 14 $ Age : num 15 15 15 15 25.5 NA NA NA 37.4 37.2 $ AgeA : int NA NA NA NA 27 NA NA NA NA NA $ AgeB : int NA NA NA NA 24 NA NA NA NA NA $ Test : Factor w/ 2 levels "green","red": 2 2 2 2 1 1 1 1 1 1 $ ScoreA : num 64.8 63 64.7 60.6 61 ... $ ScoreAdv: num 9.96 9.96 9.96 9.96 20.64 ... $ ScoreB : num 75.5 73.4 74.6 69.2 70.8 ... $ ScoreBdv: num 9.04 9.04 9.04 9.04 16.36 ... $ Sub1 : logi NA NA NA NA NA NA ... $ Sub2 : logi NA NA NA NA NA NA ... $ Sub3 : logi NA NA NA NA NA NA ... $ Sub4 : logi NA NA NA NA NA NA ... $ Sub5 : logi NA NA NA NA NA NA ... $ Sub6 : logi NA NA NA NA NA NA ... $ Sub7 : logi NA NA NA NA NA NA ... $ Sub8 : logi NA NA NA NA NA NA ... $ Sub8.1 : logi NA NA NA NA NA NA ... $ Sub10 : logi NA NA NA NA NA NA ... $ yi : num 1.124 1.092 1.04 0.903 0.515 ... $ vi : num 0.00643 0.00638 0.0063 0.00612 0.23337 ... Here is output from dput which you can use to inspect if my data are the same as yours (that is why dput is preferable) > dput(test) structure(list(Author = structure(c(3L, 3L, 3L, 3L, 1L, 1L, 1L, 1L, 4L, 5L, 2L), .Label = c("Beck", "Con", "Joll", "Per(a)", "Per(b)"), class = "factor"), Year = c(2006L, 2006L, 2006L, 2006L, 1988L, 1988L, 1988L, 1988L, 2004L, 2004L, 2012L), Number = c(720L, 720L, 720L, 720L, 33L, 41L, 41L, 41L, 19L, 26L, 312L), NumberA = c(344L, 344L, 344L, 344L, 5L, 6L, 6L, 6L, 9L, 12L, 156L), NumberB = c(376L, 376L, 376L, 376L, 28L, 35L, 35L, 35L, 10L, 14L, 156L), Age = c(15, 15, 15, 15, 25.5, NA, NA, NA, 37.4, 37.2, 37.25), AgeA = c(NA, NA, NA, NA, 27, NA, NA, NA, NA, NA, 38.3), AgeB = c(NA, NA, NA, NA, 24, NA, NA, NA, NA, NA, 36.2), Test = structure(c(3L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 1L), .Label = c("blue", "green", "red"), class = "factor"), ScoreA = c(64.8, 63, 64.7, 60.6, 61, 60.66, 58.5, 61.66, 87.58, 91.2, 0.26), ScoreAdv = c(9.955, 9.955, 9.955, 9.955, 20.64, 19.38, 20.35, 19.44, 16.79, 15.6, 0.27), ScoreB = c(75.5, 73.4, 74.6, 69.2, 70.83, 70.34, 70.91, 71.19, 98.08, 86.87, 0.3), ScoreBdv = c(9.043, 9.043, 9.043, 9.043, 16.36, 17.78, 18.23, 18.93, 16.35, 15.73, 0.26), Sub1 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub2 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub3 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub4 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub5 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub6 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub7 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub8 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub8.1 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), Sub10 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), yi = c(1.12396298138735, 1.09245000060079, 1.03992836595652, 0.90337211588142, 0.514940166844419, 0.510422808437657, 0.629923007603453, 0.487074464117519, 0.605177248294008, -0.26766583881062, 0.150551071047105), vi = c(0.0064268782069221, 0.00637821308397186, 0.00630017975096319, 0.00611528303580472, 0.233373905723904, 0.212826775760406, 0.211924228535386, 0.222536036643126, 0.224889816220824, 0.158901797586393, 0.0128772400934118)), .Names = c("Author", "Year", "Number", "NumberA", "NumberB", "Age", "AgeA", "AgeB", "Test", "ScoreA", "ScoreAdv", "ScoreB", "ScoreBdv", "Sub1", "Sub2", "Sub3", "Sub4", "Sub5", "Sub6", "Sub7", "Sub8", "Sub8.1", "Sub10", "yi", "vi"), class = "data.frame", row.names = c(NA, -11L)) > I can use aggregate without problems > test.ag<-aggregate(test[,-1], list(test[,1]), mean, na.rm=T) Here is the result > dput(test.ag) structure(list(Group.1 = structure(1:5, .Label = c("Beck", "Con", "Joll", "Per(a)", "Per(b)"), class = "factor"), Year = c(1988, 2012, 2006, 2004, 2004), Number = c(39, 312, 720, 19, 26), NumberA = c(5.75, 156, 344, 9, 12), NumberB = c(33.25, 156, 376, 10, 14), Age = c(25.5, 37.25, 15, 37.4, 37.2), AgeA = c(27, 38.3, NaN, NaN, NaN), AgeB = c(24, 36.2, NaN, NaN, NaN), Test = c(NA_real_, NA_real_, NA_real_, NA_real_, NA_real_), ScoreA = c(60.455, 0.26, 63.275, 87.58, 91.2), ScoreAdv = c(19.9525, 0.27, 9.955, 16.79, 15.6), ScoreB = c(70.8175, 0.3, 73.175, 98.08, 86.87), ScoreBdv = c(17.825, 0.26, 9.043, 16.35, 15.73), Sub1 = c(NaN, NaN, NaN, NaN, NaN), Sub2 = c(NaN, NaN, NaN, NaN, NaN), Sub3 = c(NaN, NaN, NaN, NaN, NaN), Sub4 = c(NaN, NaN, NaN, NaN, NaN), Sub5 = c(NaN, NaN, NaN, NaN, NaN), Sub6 = c(NaN, NaN, NaN, NaN, NaN), Sub7 = c(NaN, NaN, NaN, NaN, NaN), Sub8 = c(NaN, NaN, NaN, NaN, NaN), Sub8.1 = c(NaN, NaN, NaN, NaN, NaN), Sub10 = c(NaN, NaN, NaN, NaN, NaN), yi = c(0.535590111750762, 0.150551071047105, 1.03992836595652, 0.605177248294008, -0.26766583881062), vi = c(0.220165236665706, 0.0128772400934118, 0.00630513851941547, 0.224889816220824, 0.158901797586393 )), .Names = c("Group.1", "Year", "Number", "NumberA", "NumberB", "Age", "AgeA", "AgeB", "Test", "ScoreA", "ScoreAdv", "ScoreB", "ScoreBdv", "Sub1", "Sub2", "Sub3", "Sub4", "Sub5", "Sub6", "Sub7", "Sub8", "Sub8.1", "Sub10", "yi", "vi"), row.names = c(NA, -5L ), class = "data.frame") You can see that the Test variable is remuved as it is not mumeric and cannot be averaged. > test.ag$Test [1] NA NA NA NA NA length. Regarding the test variable I want it to look the same as before. You can check if Test variable is same across aggregated values. > aggregate(test$Test, list(test[,1]), paste) Group.1 x 1 Beck green, green, green, green 2 Con blue 3 Joll red, red, red, red 4 Per(a) green 5 Per(b) green and if yes you can pick up one > aggregate(test$Test, list(test[,1]), function(x) x[1]) Group.1 x 1 Beck green 2 Con blue 3 Joll red 4 Per(a) green 5 Per(b) green I believe this can be accomplished also by other ways. Now you can add these values to aggregated data e.g. by. test.ag$Test <- aggregate(test$Test, list(test[,1]), function(x) x[1])$x > test.ag$Test [1] green blue red green green Levels: blue green red I hope it solves your problem. Again please use plain text and dput for presenting data. It is much more convenient Regards Petr Best, Verena On Thu, May 29, 2014 at 10:16 AM, PIKAL Petr <petr.pi...@precheza.cz<mailto:petr.pi...@precheza.cz>> wrote: Hi So what do you want to do with the test variable when averaging? Did you try aggregate function? What was results? Please real data (at least structure) and code you used. Regards Petr From: Verena Weinbir [mailto:vwein...@gmail.com<mailto:vwein...@gmail.com>] Sent: Thursday, May 29, 2014 9:48 AM To: PIKAL Petr Cc: r-help Subject: Re: [R] Dataframe: Average cells of two rows and replace them with one row Hello, thank you for your reply. Actually, the whole rows would have to be averaged anyways - my mistake :-) Besides the first column "name" there is one other string (chr) variable "Test" in the dataset (the rows I want to average have always the same Testvariable), the other variables are numeric or integer. Best, Verena On Wed, May 28, 2014 at 2:57 PM, PIKAL Petr <petr.pi...@precheza.cz<mailto:petr.pi...@precheza.cz>> wrote: Hi AFAIK you can not average values only in 2 columns leaving others intact. The exact code depends on what are in columns 2-39 in your data frame. If numbers, you can averege them as well. Something like dat.ag<http://dat.ag> <- aggregate(dat[,-1], list(dat$Name), mean, na.rm=TRUE) if your data frame is named dat and first column calls Name. You get new object with aggregated values for the same Name. If some columns are nonnumeric the problem gets trickier and solution strongly depends what mode are those columns and what you want to do with them when aggregating values in column 40 and 41. Show us at least structure of your data frame. ?str Regards Petr > -----Original Message----- > From: r-help-boun...@r-project.org<mailto:r-help-boun...@r-project.org> > [mailto:r-help-bounces@r-<mailto:r-help-bounces@r-> > project.org<http://project.org>] On Behalf Of Verena Weinbir > Sent: Wednesday, May 28, 2014 2:00 PM > To: arun > Cc: r-help > Subject: Re: [R] Dataframe: Average cells of two rows and replace them > with one row > > Hey guys, > > thank you very much for your help. Since I am a R-newbie I am still > checking out how your code works and how I could adapt it to my > dataframe, > which has 124 rows and 41 columns/variables. The first column would be > "name", the last ones, 40 and 41, contain the cells I want to average > for > some rows. Is it possible to read the dataframe without copying the > whole > thing into the text"" function (just tried it and got an error > message)? > > Thank you! > > Verena > > > On Wed, May 28, 2014 at 3:48 AM, arun > <smartpink...@yahoo.com<mailto:smartpink...@yahoo.com>> wrote: > > > Hi, > > You can also try: > > dat <- read.table(text="Name C1 C2 C3 > > 1 A 3 3 5 > > 2 B 2 7 4 > > 3 C 4 3 3 > > 4 C 4 4 6 > > 5 D 5 5 3",sep="",header=TRUE,stringsAsFactors=FALSE) > > > > > > library(plyr) > > ddply(dat,.(Name),numcolwise(mean,na.rm=TRUE)) > > A.K. > > > > > > On Tuesday, May 27, 2014 4:08 PM, Verena Weinbir > > <vwein...@gmail.com<mailto:vwein...@gmail.com>> > > wrote: > > Hello, > > > > I have a big dataframe, and want to average two specific cells of two > > specific rows and then replace those two rows with one row which > contains > > the averaged cells. Example (row 3 and 4: Cells2 and Cells3 averaged > and > > replaced) > > > > NameC1 C2 C3 > > 1 A 3 3 5 > > 2 B 2 7 4 > > 3 C 4 3 3 > > 4 C 4 4 6 > > 5 D 5 5 3 > > > > > > > > NameC1 C2 C3 > > 1 A 3 3 5 > > 2 B 2 7 4 > > 3 C 4 3.5 4.5 4 D 5 5 3 > > > > > > Many thanks in advance! > > > > Best, > > > > Verena > > > > [[alternative HTML version deleted]] > > > > ______________________________________________ > > R-help@r-project.org<mailto:R-help@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. > > > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help@r-project.org<mailto:R-help@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. ________________________________ ________________________________ Tento e-mail a jakékoliv k nÄmu pÅipojené dokumenty jsou důvÄrné a jsou urÄeny pouze jeho adresátům. 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