[R] help with reshape
Ivan Calandra
ivan.calandra at univ-reims.fr
Tue Sep 8 16:33:06 CEST 2015
David,
It seems that your solution works, but why would that be? And why would
this NA behavior be platform or version specific?
I really need to check with a newer version of R...
Ivan
--
Ivan Calandra, PhD
University of Reims Champagne-Ardenne
GEGENAA - EA 3795
CREA - 2 esplanade Roland Garros
51100 Reims, France
+33(0)3 26 77 36 89
ivan.calandra at univ-reims.fr
https://www.researchgate.net/profile/Ivan_Calandra
Le 08/09/15 16:23, David L Carlson a écrit :
> I have not followed this thread closely, but this seems to work:
>
> mydata$repet[is.na(mydata$repet)] <- 0
> reshape(mydata, timevar="Elem", idvar=c("Etape","Ech", "repet", "dilution","Rincage"),
> direction="wide", drop=c("ID","Nom_ech"))
>
> If this is the expected outcome, the problem is the NA values in repet. I changed them to 0 since you did not have any 0 entries in the data (otherwise you could use 999 or some other value that does not occur in the data). Change them back after running reshape().
>
> -------------------------------------
> David L Carlson
> Department of Anthropology
> Texas A&M University
> College Station, TX 77840-4352
>
>
> ----Original Message-----
> From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Ivan Calandra
> Sent: Tuesday, September 8, 2015 7:56 AM
> To: PIKAL Petr; R list
> Subject: Re: [R] help with reshape
>
> Thanks Petr,
> It looks good, but I have to check in more details.
>
> Can anyone help me with my original solution using reshape()? I'd like
> to understand what I did wrong.
> reshape(mydata, timevar="Elem",
> idvar=c("Etape","Ech","repet","dilution","Rincage"), direction="wide",
> drop=c("ID","Nom_ech"))
>
> Thank you in advance
> Ivan
>
> --
> Ivan Calandra, PhD
> University of Reims Champagne-Ardenne
> GEGENAA - EA 3795
> CREA - 2 esplanade Roland Garros
> 51100 Reims, France
> +33(0)3 26 77 36 89
> ivan.calandra at univ-reims.fr
> https://www.researchgate.net/profile/Ivan_Calandra
>
> Le 08/09/15 14:45, PIKAL Petr a écrit :
>> Hi
>>
>> I looked into docs to reshape2 and played around a bit and by some magical feature
>>
>> test <- dcast(mm, Etape+Ech+repet+dilution+Rincage~Elem)
>>
>> probably works as you expect.
>>
>> I cannot comment your solution as I use reshape only sparsely.
>>
>> Cheers
>> Petr
>>
>>> -----Original Message-----
>>> From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Ivan
>>> Calandra
>>> Sent: Tuesday, September 08, 2015 2:18 PM
>>> To: R list
>>> Subject: Re: [R] help with reshape
>>>
>>> Thank you Petr,
>>>
>>> It kinda works, but not completely. The problem is that it produces a
>>> column for each value ("Moyenne"), and not each element of "Elem". That
>>> means I have only one value per column, instead of up to 3.
>>> For example, I have 3 columns for Al1670 instead of just one, and each
>>> column contains maximum one value (the others being NA).
>>>
>>> Not sure I am being clear...
>>>
>>> By the way, I don't understand why my solution did not work; what is
>>> wrong there?
>>>
>>> Thank you again!
>>> Ivan
>>>
>>> --
>>> Ivan Calandra, PhD
>>> University of Reims Champagne-Ardenne
>>> GEGENAA - EA 3795
>>> CREA - 2 esplanade Roland Garros
>>> 51100 Reims, France
>>> +33(0)3 26 77 36 89
>>> ivan.calandra at univ-reims.fr
>>> https://www.researchgate.net/profile/Ivan_Calandra
>>>
>>> Le 08/09/15 14:04, PIKAL Petr a écrit :
>>>> Hi
>>>>
>>>> I am not sure if I got it
>>>>
>>>> library(reshape2)
>>>> mm<-melt(mydata, measure.vars="Moyenne") test <- dcast(mm,
>>>> Etape+Ech+repet+dilution+Rincage~Elem+value)
>>>>
>>>> gives me 3 rows but names need some tweaking afterwards.
>>>>
>>>> nn<-paste("Moyenne", unlist(lapply(strsplit(names(test)[-(1:5)],
>>> "_"),
>>>> "[", 1)), sep=".") names(test)[-(1:5)]<-nn
>>>>
>>>> Cheers
>>>> Petr
>>>>
>>>>
>>>>> -----Original Message-----
>>>>> From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Ivan
>>>>> Calandra
>>>>> Sent: Tuesday, September 08, 2015 12:33 PM
>>>>> To: R list
>>>>> Subject: [R] help with reshape
>>>>>
>>>>> Dear users,
>>>>>
>>>>> I'm having troubles with reshaping a data.frame from long to wide
>>>>> format.
>>>>> I copy the output of dput() at the end of the mail because it is
>>>>> quite long.
>>>>>
>>>>> Each row of the column "Elem" should be transposed to a new column.
>>>>> All variables "Etape", "Ech", "repet", "dilution", "Rincage" define
>>>>> the samples. Meaning that for each unique combination of these
>>>>> variables, I want a single row, and as many columns as elements in
>>> "Elem".
>>>>> So I tried:
>>>>> reshape(mydata, timevar="Elem",
>>>>> idvar=c("Etape","Ech","repet","dilution","Rincage"),
>>>>> direction="wide",
>>>>> drop=c("ID","Nom_ech"))
>>>>>
>>>>> The problem is that some columns are not used at all for defining
>>>>> samples. In this case, the row "S1, F10-3, NA, 1, oui" is missing,
>>>>> but I don't understand why.
>>>>>
>>>>> Can you help me with that? I have no idea what I am doing wrong...
>>>>>
>>>>> Thanks in advance,
>>>>> Ivan
>>>>>
>>>>>
>>>>>
>>>>> mydata <- structure(list(ID = c(543, 544, 545, 546, 547, 548, 549,
>>>>> 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562,
>>>>> 11574, 11575, 11576, 11577, 11578, 11579, 11580, 11581, 11582,
>>> 11583,
>>>>> 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695,
>>> 696,
>>>>> 697, 698, 699, 700, 701, 702), Nom_ech = c("Step1 B2", "Step1 B2",
>>>>> "Step1 B2", "Step1 B2", "Step1 B2", "Step1 B2", "Step1 B2", "Step1
>>>>> B2",
>>>>> "Step1 B2", "Step1 B2", "Step1 B2", "Step1 B2", "Step1 B2", "Step1
>>>>> B2",
>>>>> "Step1 B2", "Step1 B2", "Step1 B2", "Step1 B2", "Step1 B2", "Step1
>>>>> B2",
>>>>> "R1 S1 F1 0-3", "R1 S1 F1 0-3", "R1 S1 F1 0-3", "R1 S1 F1 0-3",
>>>>> "R1 S1 F1 0-3", "R1 S1 F1 0-3", "R1 S1 F1 0-3", "R1 S1 F1 0-3",
>>>>> "R1 S1 F1 0-3", "R1 S1 F1 0-3", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1)
>>>>> *100",
>>>>> "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100",
>>>>> "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100",
>>>>> "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100",
>>>>> "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100",
>>>>> "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100",
>>>>> "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100", "S1 F1 0-3 (1) *100"
>>>>> ), Etape = c("S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1",
>>>>> "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1",
>>>>> "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1",
>>>>> "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1",
>>>>> "S1", "S1", "S1", "S1", "S1", "S1", "S1", "S1"), Ech = c("B2", "B2",
>>>>> "B2", "B2", "B2", "B2", "B2", "B2", "B2", "B2", "B2", "B2", "B2",
>>>>> "B2", "B2", "B2", "B2", "B2", "B2", "B2", "F10-3", "F10-3", "F10-3",
>>>>> "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3",
>>>>> "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3",
>>>>> "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-
>>> 3", "F10-3", "F10-3", "F10-3", "F10-3", "F10-3"
>>>>> ), repet = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
>>>>> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1,
>>> 1,
>>>>> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), dilution =
>>>>> c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
>>>>> 1, 1, 1, 1, 1, 1, 1, 1, 100, 100, 100, 100, 100, 100, 100, 100, 100,
>>>>> 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100), Rincage =
>>>>> c("non", "non", "non", "non", "non", "non", "non", "non", "non",
>>>>> "non", "non", "non", "non", "non", "non", "non", "non", "non",
>>> "non",
>>>>> "non", "oui", "oui", "oui", "oui", "oui", "oui", "oui", "oui",
>>> "oui",
>>>>> "oui", "non", "non", "non", "non", "non", "non", "non", "non",
>>> "non",
>>>>> "non", "non", "non", "non", "non", "non", "non", "non", "non",
>>> "non",
>>>>> "non"), Elem = c("Al1670", "As1890", "As1937", "Ca1840", "Ca3158",
>>>>> "Cd2288", "Co2286", "Co2378", "Cr2055", "Cr2835", "Cu2247",
>>> "Cu3247",
>>>>> "Fe2382", "Fe2599", "K_7664", "Mg2795", "Mg2852", "Mn2576",
>>> "Mn2605",
>>>>> "Ni2216", "Al1670", "As1890", "As1937", "Ca1840", "Ca3158",
>>> "Cd2288",
>>>>> "Co2286", "Co2378", "Cr2055", "Cr2835", "Al1670", "As1890",
>>> "As1937",
>>>>> "Ca1840", "Ca3158", "Cd2288", "Co2286", "Co2378", "Cr2055",
>>> "Cr2835",
>>>>> "Cu2247", "Cu3247", "Fe2382", "Fe2599", "K_7664", "Mg2795",
>>> "Mg2852",
>>>>> "Mn2576", "Mn2605", "Ni2216"), Moyenne = c(NA, NA, 3.7455,
>>>>> 596.166666666667, 578.2, 0.1514, NA, 1.87225, NA, 0.3664, 1.859,
>>>>> 1.96766666666667, NA, NA, 9.29566666666667, 13.08, 12.69, 0.26875,
>>>>> 0.2877, 0.2395, 5732.33333333333, 3.9615, 3.48833333333333,
>>>>> 337.433333333333, 323.533333333333, 0.877166666666667,
>>>>> 0.292466666666667, NA, 1.79566666666667, NA, 106.326666666667, NA,
>>>>> 2.2755, 291.933333333333, 278.833333333333, 0.819, NA, 3.946, NA,
>>> NA,
>>>>> 1.47766666666667, 1.63266666666667, 40.44, 40.2533333333333, 128.9,
>>>>> 50.11, 49.02, 37.4733333333333, 37.775, 0.3764)), .Names = c("ID",
>>>>> "Nom_ech", "Etape", "Ech", "repet", "dilution", "Rincage", "Elem",
>>>>> "Moyenne"), row.names = c(1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L,
>>>>> 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 29L, 30L, 31L,
>>> 32L,
>>>>> 33L, 34L, 35L, 36L, 37L, 38L, 112L, 113L, 114L, 115L, 116L, 117L,
>>>>> 118L, 119L, 120L, 121L, 122L, 123L, 124L, 125L, 126L, 127L, 128L,
>>>>> 129L, 130L, 131L ), class = c("tbl_df", "tbl", "data.frame"))
>>>>>
>>>>> --
>>>>>
>>>>> Ivan Calandra, PhD
>>>>> University of Reims Champagne-Ardenne GEGENAA - EA 3795 CREA - 2
>>>>> esplanade Roland Garros 51100 Reims, France
>>>>> +33(0)3 26 77 36 89
>>>>> ivan.calandra at univ-reims.fr
>>>>> https://www.researchgate.net/profile/Ivan_Calandra
>>>>>
>>>>> ______________________________________________
>>>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
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