Transpose only certain columns in data.frame

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Here is the data I have:

           am   group  v1  v2  v3    v4
1  2015-10-31       A 693 803 700   17%
2  2015-10-31       B 524 859 302   77%
3  2015-10-31       C 266 675 86    7%
4  2015-10-31       D 376 455 650   65%
5  2015-11-30       A 618 715 200   38%
6  2015-11-30       B 249 965 215   54%
7  2015-11-30       C 881 106 184   24%
8  2015-11-30       D 033 047 492   46%
9  2015-12-31       A 229 994 720   19%
10 2015-12-31       B 539 543 332   57%
11 2015-12-31       C 100 078 590   24%
12 2015-12-31       D 517 413 716   57%

Question: How can I transpose the data such that

  1. transpose v1-v4 and
  2. make values in am as column variables
  3. group variable is replicated by the number of v1-v4

The result I'd like to produce:

group metric 2015-10-31 2015-11-30 2015-12-31
    A     v1        693        618        229
    A     v2        803        715        994 
    A     v3        700        200        720
    A     v4        17%        38%        19%
    B     v1        524        249        539
    B     v2        859        965        543 
    B     v3        302        215        332
    B     v4        77%        54%        57%
    ...

What I have tried so far:

name <- mydata$am
data <- as.data.frame(t(mydata[, -1]))
colnames(mydata) <- name

This doesn't handle group variable the way I want.

Thanks for your help.

1 Answers
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