Hi everybody,>From a questionnaire, I have a dataset like this one with some 40 items:df1 <- data.frame(subject=c('user1','user2', 'user3', 'user4'), item1=c(0,1,2,5), item2=c(1,2,1,2), item3=c(2,3,4,0), item4=c(0,3,3,2), item5=c(5,5,5,5)) Users can choose an answer from 0 to 5 for each item. Now I want to reshape the dataset to have the items in rows and the count of each of the result factors in columns: result <- data.frame (item=c("item1", "item2", "item3", "item4", "item5"), result0=c(1,0,1,1,0), result1=c(1,2,0,0,0), result2=c(1,2,1,1,0), result3=c(0,0,1,2,0), result4=c(0,0,1,0,0), result5=c(1,0,0,0,4)) I have been fiddling around with melt/plyr, but haven't been able to figure it out. What's the most elegant way to do this (preferably without typing in all the item names). Thanks so much! Best, Kai [[alternative HTML version deleted]]
Hi> -----Original Message----- > From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Kai Mx > Sent: Wednesday, September 16, 2015 10:43 PM > To: r-help mailing list > Subject: [R] aggregate counting variable factors > > Hi everybody, > > >From a questionnaire, I have a dataset like this one with some 40 > items: > > df1 <- data.frame(subject=c('user1','user2', 'user3', 'user4'), > item1=c(0,1,2,5), item2=c(1,2,1,2), item3=c(2,3,4,0), item4=c(0,3,3,2), > item5=c(5,5,5,5)) > > Users can choose an answer from 0 to 5 for each item. > > Now I want to reshape the dataset to have the items in rows and the > count > of each of the result factors in columns: > > result <- data.frame (item=c("item1", "item2", "item3", "item4", > "item5"), > result0=c(1,0,1,1,0), result1=c(1,2,0,0,0), result2=c(1,2,1,1,0), > result3=c(0,0,1,2,0), result4=c(0,0,1,0,0), result5=c(1,0,0,0,4)) > > I have been fiddling around with melt/plyr, but haven't been able to > figure > it out. What's the most elegant way to do this (preferably without > typing > in all the item names).Perhaps, m<-melt(df1) m$value<-paste("res",m$value, sep="") dcast(m, variable~value) Aggregation function missing: defaulting to length variable res0 res1 res2 res3 res4 res5 1 item1 1 1 1 0 0 1 2 item2 0 2 2 0 0 0 3 item3 1 0 1 1 1 0 4 item4 1 0 1 2 0 0 5 item5 0 0 0 0 0 4 Cheers Petr> > Thanks so much! > > Best, > > Kai > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > 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 jak?koliv k n?mu p?ipojen? dokumenty jsou d?v?rn? a jsou ur?eny pouze jeho adres?t?m. Jestli?e jste obdr?el(a) tento e-mail omylem, informujte laskav? neprodlen? jeho odes?latele. Obsah tohoto emailu i s p??lohami a jeho kopie vyma?te ze sv?ho syst?mu. Nejste-li zam??len?m adres?tem tohoto emailu, nejste opr?vn?ni tento email jakkoliv u??vat, roz?i?ovat, kop?rovat ?i zve?ej?ovat. Odes?latel e-mailu neodpov?d? za eventu?ln? ?kodu zp?sobenou modifikacemi ?i zpo?d?n?m p?enosu e-mailu. V p??pad?, ?e je tento e-mail sou??st? obchodn?ho jedn?n?: - vyhrazuje si odes?latel pr?vo ukon?it kdykoliv jedn?n? o uzav?en? smlouvy, a to z jak?hokoliv d?vodu i bez uveden? d?vodu. - a obsahuje-li nab?dku, je adres?t opr?vn?n nab?dku bezodkladn? p?ijmout; Odes?latel tohoto e-mailu (nab?dky) vylu?uje p?ijet? nab?dky ze strany p??jemce s dodatkem ?i odchylkou. - trv? odes?latel na tom, ?e p??slu?n? smlouva je uzav?ena teprve v?slovn?m dosa?en?m shody na v?ech jej?ch n?le?itostech. - odes?latel tohoto emailu informuje, ?e nen? opr?vn?n uzav?rat za spole?nost ??dn? smlouvy s v?jimkou p??pad?, kdy k tomu byl p?semn? zmocn?n nebo p?semn? pov??en a takov? pov??en? nebo pln? moc byly adres?tovi tohoto emailu p??padn? osob?, kterou adres?t zastupuje, p?edlo?eny nebo jejich existence je adres?tovi ?i osob? j?m zastoupen? zn?m?. This e-mail and any documents attached to it may be confidential and are intended only for its intended recipients. If you received this e-mail by mistake, please immediately inform its sender. Delete the contents of this e-mail with all attachments and its copies from your system. If you are not the intended recipient of this e-mail, you are not authorized to use, disseminate, copy or disclose this e-mail in any manner. The sender of this e-mail shall not be liable for any possible damage caused by modifications of the e-mail or by delay with transfer of the email. In case that this e-mail forms part of business dealings: - the sender reserves the right to end negotiations about entering into a contract in any time, for any reason, and without stating any reasoning. - if the e-mail contains an offer, the recipient is entitled to immediately accept such offer; The sender of this e-mail (offer) excludes any acceptance of the offer on the part of the recipient containing any amendment or variation. - the sender insists on that the respective contract is concluded only upon an express mutual agreement on all its aspects. - the sender of this e-mail informs that he/she is not authorized to enter into any contracts on behalf of the company except for cases in which he/she is expressly authorized to do so in writing, and such authorization or power of attorney is submitted to the recipient or the person represented by the recipient, or the existence of such authorization is known to the recipient of the person represented by the recipient.
Hi
res <- sapply( df1[ , -1], function( x) table(x)[as.character( 0:5)])
rownames( res) <- paste( sep='', 'result', 0:5)
res[ is.na( res)] <- 0
res
item1 item2 item3 item4 item5
result0 1 0 1 1 0
result1 1 2 0 0 0
result2 1 2 1 1 0
result3 0 0 1 2 0
result4 0 0 1 0 0
result5 1 0 0 0 4
t( res)
result0 result1 result2 result3 result4 result5
item1 1 1 1 0 0 1
item2 0 2 2 0 0 0
item3 1 0 1 1 1 0
item4 1 0 1 2 0 0
item5 0 0 0 0 0 4
Regards
On Wed, Sep 16, 2015 at 10:43:16PM +0200, Kai Mx wrote:> Hi everybody,
>
> >From a questionnaire, I have a dataset like this one with some 40
items:
>
> df1 <- data.frame(subject=c('user1','user2',
'user3', 'user4'),
> item1=c(0,1,2,5), item2=c(1,2,1,2), item3=c(2,3,4,0), item4=c(0,3,3,2),
> item5=c(5,5,5,5))
>
> Users can choose an answer from 0 to 5 for each item.
>
> Now I want to reshape the dataset to have the items in rows and the count
> of each of the result factors in columns:
>
> result <- data.frame (item=c("item1", "item2",
"item3", "item4", "item5"),
> result0=c(1,0,1,1,0), result1=c(1,2,0,0,0), result2=c(1,2,1,1,0),
> result3=c(0,0,1,2,0), result4=c(0,0,1,0,0), result5=c(1,0,0,0,4))
>
> I have been fiddling around with melt/plyr, but haven't been able to
figure
> it out. What's the most elegant way to do this (preferably without
typing
> in all the item names).
>
> Thanks so much!
>
> Best,
>
> Kai
>
> [[alternative HTML version deleted]]
>
> ______________________________________________
> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
> 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.
>
Hi where can i find 'melt' and 'dcast' ? Regards On Thu, Sep 17, 2015 at 08:22:10AM +0000, PIKAL Petr wrote:> Hi > > > -----Original Message----- > > From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Kai Mx > > Sent: Wednesday, September 16, 2015 10:43 PM > > To: r-help mailing list > > Subject: [R] aggregate counting variable factors > > > > Hi everybody, > > > > >From a questionnaire, I have a dataset like this one with some 40 > > items: > > > > df1 <- data.frame(subject=c('user1','user2', 'user3', 'user4'), > > item1=c(0,1,2,5), item2=c(1,2,1,2), item3=c(2,3,4,0), item4=c(0,3,3,2), > > item5=c(5,5,5,5)) > > > > Users can choose an answer from 0 to 5 for each item. > > > > Now I want to reshape the dataset to have the items in rows and the > > count > > of each of the result factors in columns: > > > > result <- data.frame (item=c("item1", "item2", "item3", "item4", > > "item5"), > > result0=c(1,0,1,1,0), result1=c(1,2,0,0,0), result2=c(1,2,1,1,0), > > result3=c(0,0,1,2,0), result4=c(0,0,1,0,0), result5=c(1,0,0,0,4)) > > > > I have been fiddling around with melt/plyr, but haven't been able to > > figure > > it out. What's the most elegant way to do this (preferably without > > typing > > in all the item names). > > Perhaps, > > m<-melt(df1) > m$value<-paste("res",m$value, sep="") > dcast(m, variable~value) > Aggregation function missing: defaulting to length > variable res0 res1 res2 res3 res4 res5 > 1 item1 1 1 1 0 0 1 > 2 item2 0 2 2 0 0 0 > 3 item3 1 0 1 1 1 0 > 4 item4 1 0 1 2 0 0 > 5 item5 0 0 0 0 0 4 > > Cheers > Petr > > > > > > Thanks so much! > > > > Best, > > > > Kai > > > > [[alternative HTML version deleted]] > > > > ______________________________________________ > > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > > 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 jak?koliv k n?mu p?ipojen? dokumenty jsou d?v?rn? a jsou ur?eny pouze jeho adres?t?m. > Jestli?e jste obdr?el(a) tento e-mail omylem, informujte laskav? neprodlen? jeho odes?latele. Obsah tohoto emailu i s p??lohami a jeho kopie vyma?te ze sv?ho syst?mu. > Nejste-li zam??len?m adres?tem tohoto emailu, nejste opr?vn?ni tento email jakkoliv u??vat, roz?i?ovat, kop?rovat ?i zve?ej?ovat. > Odes?latel e-mailu neodpov?d? za eventu?ln? ?kodu zp?sobenou modifikacemi ?i zpo?d?n?m p?enosu e-mailu. > > V p??pad?, ?e je tento e-mail sou??st? obchodn?ho jedn?n?: > - vyhrazuje si odes?latel pr?vo ukon?it kdykoliv jedn?n? o uzav?en? smlouvy, a to z jak?hokoliv d?vodu i bez uveden? d?vodu. > - a obsahuje-li nab?dku, je adres?t opr?vn?n nab?dku bezodkladn? p?ijmout; Odes?latel tohoto e-mailu (nab?dky) vylu?uje p?ijet? nab?dky ze strany p??jemce s dodatkem ?i odchylkou. > - trv? odes?latel na tom, ?e p??slu?n? smlouva je uzav?ena teprve v?slovn?m dosa?en?m shody na v?ech jej?ch n?le?itostech. > - odes?latel tohoto emailu informuje, ?e nen? opr?vn?n uzav?rat za spole?nost ??dn? smlouvy s v?jimkou p??pad?, kdy k tomu byl p?semn? zmocn?n nebo p?semn? pov??en a takov? pov??en? nebo pln? moc byly adres?tovi tohoto emailu p??padn? osob?, kterou adres?t zastupuje, p?edlo?eny nebo jejich existence je adres?tovi ?i osob? j?m zastoupen? zn?m?. > > This e-mail and any documents attached to it may be confidential and are intended only for its intended recipients. > If you received this e-mail by mistake, please immediately inform its sender. Delete the contents of this e-mail with all attachments and its copies from your system. > If you are not the intended recipient of this e-mail, you are not authorized to use, disseminate, copy or disclose this e-mail in any manner. > The sender of this e-mail shall not be liable for any possible damage caused by modifications of the e-mail or by delay with transfer of the email. > > In case that this e-mail forms part of business dealings: > - the sender reserves the right to end negotiations about entering into a contract in any time, for any reason, and without stating any reasoning. > - if the e-mail contains an offer, the recipient is entitled to immediately accept such offer; The sender of this e-mail (offer) excludes any acceptance of the offer on the part of the recipient containing any amendment or variation. > - the sender insists on that the respective contract is concluded only upon an express mutual agreement on all its aspects. > - the sender of this e-mail informs that he/she is not authorized to enter into any contracts on behalf of the company except for cases in which he/she is expressly authorized to do so in writing, and such authorization or power of attorney is submitted to the recipient or the person represented by the recipient, or the existence of such authorization is known to the recipient of the person represented by the recipient. > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > 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.