CODEWITHSUNDEEP
rpivotreshape
learnr
learnr

Reputation: 6649

How do I convert/reshape a data frame in long format to a wide format without aggregating the records?

From this:

> test <- data.frame(x = c("a","a","a"), y = c("b","b","c"), z = c(1,2,1))
> test
  x y z
1 a b 1
2 a b 2
3 a c 1

To this:

  x b c
1 a 1 NA
2 a 2 NA
3 a NA 1

Upvotes: 3

Views: 412

Answers (1)

Prasad Chalasani
Prasad Chalasani

Reputation: 20282

Since the x column in the test data-frame doesn't uniquely identify the rows, and yet you don't want to do any aggregation, you need to augment the data-frame with a unique id column, and then use dcast() from the reshape2 package:

require(reshape2)
test$id <- 1:nrow(test)


> dcast(test, id + x ~ y, value_var = 'z')[,-1]
  x  b  c
1 a  1 NA
2 a  2 NA
3 a NA  1

Upvotes: 5

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