[R] Fwd: new_index
William Michels
wjm1 @end|ng |rom c@@@co|umb|@@edu
Sun Sep 8 00:17:13 CEST 2019
Hi Val, see below:
> dat1 <-read.table(text="ID, x, y, z
+ A, 10, 34, 12
+ B, 25, 42, 18
+ C, 14, 20, 8 ",sep=",",header=TRUE,stringsAsFactors=F)
>
> dat2 <-read.table(text="ID, weight
+ A, 0.25
+ B, 0.42
+ C, 0.65 ",sep=",",header=TRUE,stringsAsFactors=F)
>
> dat3 <- data.frame(ID = dat1[,1], Index = apply(dat1[,-1], 1, FUN= function(x) {sum(x*dat2[,2])} ), stringsAsFactors=F)
> dat3
ID Index
1 A 24.58
2 B 35.59
3 C 17.10
>
> str(dat3)
'data.frame': 3 obs. of 2 variables:
$ ID : chr "A" "B" "C"
$ Index: num 24.6 35.6 17.1
>
The first two results "A" and "B" are identical to your example, but
your math in "C" appears a little off.
HTH, Bill.
W. Michels, Ph.D.
On Sat, Sep 7, 2019 at 11:47 AM Val <valkremk using gmail.com> wrote:
>
> Hi All,
>
> I have two data frames with thousand rows and several columns. My
> samples of the data frames are shown below
>
> dat1 <-read.table(text="ID, x, y, z
> ID , x, y, z
> A, 10, 34, 12
> B, 25, 42, 18
> C, 14, 20, 8 ",sep=",",header=TRUE,stringsAsFactors=F)
>
> dat2 <-read.table(text="ID, x, y, z
> ID, weight
> A, 0.25
> B, 0.42
> C, 0.65 ",sep=",",header=TRUE,stringsAsFactors=F)
>
> My goal is to create an index value for each ID by mutliplying the
> first row of dat1 by the second column of dat2.
>
> (10*0.25 ) + (34*0.42) + (12*0.65)= 24.58
> (25*0.25 ) + (42*0.42) + (18*0.65)= 35.59
> (14*0.25 ) + (20*0.42) + ( 8*0.65)= 19.03
>
> The desired out put is
> dat3
> ID, Index
> A 24.58
> B 35.59
> C 19.03
>
> How do I do it in an efficent way?
>
> Thank you,
>
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