[R] summary tables with tapply
Stefanie von Felten, IPW&IfU
sfelten at uwinst.unizh.ch
Sat Mar 11 15:01:28 CET 2006
Hello everyone,
#I have a long table with a factor Plotfac:
> Plotfac[1:20]
[1] 1 1 1 1 2 2 2 2 3 3 3 3 4 4 4 4 5
5 6 6
#there is the species diversity of each plot (Plotfac):
DataSort$div[1:20]
[1] 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 2 2 2 2
#and the plant community growing in each plot:
> DataSort$community[1:20]
[1] DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1
DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 DLRT_1 ARR HOL
[18] ARR HOL ARR HOL ARR HOL
#Now I want to have a summary table with data on the plotlevel
#I define the new plot variable:
Newplot<-levels(Plotfac)#a vector with all plotnumbers 1-n)
>Newplot[1:10]
[1] "1" "2" "3" "4" "5" "6" "7" "8" "15" "16"
#the new div variable (div is numeric, so mean is no problem)
PlotDiv<-tapply(DataSort$div,Plotfac,mean)
> PlotDiv[1:10]
1 2 3 4 5 6 7 8 15 16
4 4 4 4 2 2 2 2 2 2
#BUT HOW CAN I DO THIS WITH THE CHARACTER COMMUNITY?
#A rather unsatisfactory solution:
community<-tapply(DataSort$community,Plotfac,as.character)
results in:
community[1:5]
$"1"
[1] "DLRT_1" "DLRT_1" "DLRT_1" "DLRT_1"
$"2"
[1] "DLRT_1" "DLRT_1" "DLRT_1" "DLRT_1"
$"3"
[1] "DLRT_1" "DLRT_1" "DLRT_1" "DLRT_1"
$"4"
[1] "DLRT_1" "DLRT_1" "DLRT_1" "DLRT_1"
$"5"
[1] "ARR HOL" "ARR HOL"
#how can I make community look like
"DLRT_1", DLRT_1","DLRT_1","DLRT_1","ARR HOL"...
#without repeating the community of each observation within a plot? Is
it possible to extract a single "value" out of these repeated structures?
Thanks for any suggestions!
Steffi
--
---------------------------------
Stefanie von Felten
Doktorandin
ETH Zürich
Institut für Pflanzenwissenschaften
ETH Zentrum, LFW A 2
Telefon: 044 632 85 97
Telefax: 044 632 11 53
e-mail: stefanie.vonfelten at ipw.agrl.ethz.ch
http://www.ipw.agrl.ethz.ch/~svfelten/
und:
Universität Zürich
Institut für Umweltwissenschaften
Winterthurerstrasse 190
8057 Zürich
Telefon: 044 635 61 23
Telefax: 044 635 57 11
e-mail: sfelten at uwinst.unizh.ch
http://www.unizh.ch/uwinst/homepages/steffi.html
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