R: Stack or Unstack Vectors from a Data Frame or List

stack {utils} | R Documentation

## Stack or Unstack Vectors from a Data Frame or List

### Description

Stacking vectors concatenates multiple vectors into a single vector along with a factor indicating where each observation originated. Unstacking reverses this operation.

### Usage

    stack(x, ...)
    ## Default S3 method:
    stack(x, drop=FALSE, ...)
    ## S3 method for class 'data.frame'
    stack(x, select, drop=FALSE, ...)

    unstack(x, ...)
    ## Default S3 method:
    unstack(x, form, ...)
    ## S3 method for class 'data.frame'
    unstack(x, form, ...)

### Arguments

`x` | a list or data frame to be stacked or unstacked.
`select` | an expression, indicating which variable(s) to select from a data frame.
`form` | a two-sided formula whose left side evaluates to the vector to be unstacked and whose right side evaluates to the indicator of the groups to create. Defaults to `formula(x)` in the data frame method for `unstack`.
`drop` | Whether to drop the unused levels from the “ind” column of the return value.
`...` | further arguments passed to or from other methods.

### Details

The `stack` function is used to transform data available as separate columns in a data frame or list into a single column that can be used in an analysis of variance model or other linear model. The `unstack` function reverses this operation.

Note that `stack` applies to vectors (as determined by `is.vector`): non-vector columns (e.g., factors) will be ignored with a warning. Where vectors of different types are selected they are concatenated by `unlist` whose help page explains how the type of the result is chosen.

These functions are generic: the supplied methods handle data frames and objects coercible to lists by `as.list`.

### Value

`unstack` produces a list of columns according to the formula `form`. If all the columns have the same length, the resulting list is coerced to a data frame.

`stack` produces a data frame with two columns:

`values` | the result of concatenating the selected vectors in `x`.
`ind` | a factor indicating from which vector in `x` the observation originated.

### Author(s)

Douglas Bates

### See Also

`lm`, `reshape`

### Examples

    require(stats)
    formula(PlantGrowth)         # check the default formula
    pg <- unstack(PlantGrowth)   # unstack according to this formula
    pg
    stack(pg)                    # now put it back together
    stack(pg, select = -ctrl)    # omitting one vector

[Package utils version 4.0.5 Index]