[R] avoiding too many loops - reshaping data
Dimitri Liakhovitski
dimitri.liakhovitski at gmail.com
Wed Nov 3 21:37:37 CET 2010
Thanks a lot!
Yes - I just found the reshape package too - and guess what, my math was wrong!
reshape2 seems like the more up-to-date version of reshape.
Wonder what's faster - xtabs or dcast...
Dimitri
On Wed, Nov 3, 2010 at 4:32 PM, Henrique Dallazuanna <wwwhsd at gmail.com> wrote:
> Try this:
>
> xtabs(value ~ city + brand, mydf)
>
> On Wed, Nov 3, 2010 at 6:23 PM, Dimitri Liakhovitski
> <dimitri.liakhovitski at gmail.com> wrote:
>>
>> Hello!
>>
>> I have a data frame like this one:
>>
>>
>> mydf<-data.frame(city=c("a","a","a","a","a","a","a","a","b","b","b","b","b","b","b","b"),
>> brand=c("x","x","y","y","z","z","z","z","x","x","x","y","y","y","z","z"),
>> value=c(1,2,11,12,111,112,113,114,3,4,5,13,14,15,115,116))
>> (mydf)
>>
>> What I need to get is a data frame like the one below - cities as
>> rows, brands as columns, and the sums of the "value" within each
>> city/brand combination in the body of the data frame:
>>
>> city x y z
>> a 3 23 336
>> b 7 42 231
>>
>>
>> I have written a code that involves multiple loops and subindexing -
>> but it's taking too long.
>> I am sure there must be a more efficient way of doing it.
>>
>> Thanks a lot for your hints!
>>
>>
>> --
>> Dimitri Liakhovitski
>> Ninah Consulting
>> www.ninah.com
>>
>> ______________________________________________
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>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>
>
>
> --
> Henrique Dallazuanna
> Curitiba-Paraná-Brasil
> 25° 25' 40" S 49° 16' 22" O
>
--
Dimitri Liakhovitski
Ninah Consulting
www.ninah.com
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