this is my first question here :) I want to reshape my data using R, I create some fake data. but real data would be a large unbalanced panel. If there is anything I should care about especially in unbalanced panel, I am looking forward to learning. Thanks!
here is the wide one.
old <- read.table(header = T, text='
ID s1.2005 s1.2006 s1.2007 s2.2005 s2.2006 s3.2007
1 342 333 233 374 734 384
2 488 495 485 334 245 NA
3 485 987 NA 244 211 NA')
I try to reshape to long one as below.
long <- read.table(header =T, text= '
ID year s1 s2
1 2005 342 374
1 2006 333 734
1 2007 233 384
2 2005 488 334
2 2006 495 245
2 2007 485 NA
')
well, I tried reshape function, but seems like not working. here is my code.
long <- reshape(old,
direction = "long",
varying = list(names(old)[2:6]),
v.names = c("s1","s2"),
idvar = "ID",
timevar = "year",
times = 2005:2007)