Fill in missing rows in R

Question

Suppose I have a data frame which looks like this

ID  A   B   C   D   Month
1   X   M   5   1   3
1   X   K   4   2   4
1   X   K   3   7   5
1   X   K   2           


        

Answer 1

Maybe something like this would work for your needs:

library(dplyr)

mydf %>%
  full_join(expand.grid(ID = unique(mydf$ID), Month = 1:6)) %>%
  group_by(ID) %>%
  mutate(A = replace(A, is.na(A), unique(na.omit(A)))) %>%
  arrange(ID, A, Month) %>%
  replace(., is.na(.), 0)
# Joining by: c("ID", "Month")
# Source: local data frame [18 x 6]
# Groups: ID
# 
#    ID A B C D Month
# 1   1 X 0 0 0     1
# 2   1 X 0 0 0     2
# 3   1 X M 5 1     3
# 4   1 X K 4 2     4
# 5   1 X K 3 7     5
# 6   1 X K 2 6     6
# 7   2 Y L 5 8     1
# 8   2 Y L 2 3     2
# 9   2 Y M 5 1     3
# 10  2 Y 0 0 0     4
# 11  2 Y K 2 7     5
# 12  2 Y M 2 8     6
# 13  3 Z K 5 3     1
# 14  3 Z M 6 3     2
# 15  3 Z M 5 8     3
# 16  3 Z K 4 2     4
# 17  3 Z 0 0 0     5
# 18  3 Z 0 0 0     6