R: Data Frames

data.frame {base}

R Documentation

Data Frames

Description

These functions create or manipulate data frames, tightly coupled collections of variables which share many of the properties of matrices and of lists, used as the fundamental data structure by most of R's modeling software.

Usage

data.frame(..., row.names = NULL, check.rows = FALSE,
        check.names = TRUE)

as.data.frame(x, row.names = NULL, optional)
is.data.frame(x)

row.names(x)
row.names(x) <- names
print(x, ..., digits = NULL, quote = FALSE, right = TRUE)
plot (x, ...)

Arguments

...

these arguments are of either the form value or tag=value. Component names are created based on the tag (if present) or the deparsed argument itself.

row.names

a character vector giving the row names for the data frame.

check.rows

if TRUE then the rows are checked for consistency of length and names.

check.names

logical. If TRUE then the names of the variables in the data frame are checked to ensure that they are syntactically valid variable names. If necessary they are adjusted (by make.names) so that they are.

data.frame.obj

objects of class data.frame.

...

optional arguments to print or plot methods.

optional

logical. If TRUE, setting row names is optional.

Details

Non-numeric variables passed to data.frame are converted to factor columns unless protected by I. This applies to character and logical variables, in particular. It also applies to adding columns to a data frame.

If a list or data frame or matrix is passed to data.frame it is as if each column had been passed as a separate argument, with the exception of matrices of class model.matrix.

Value

For data.frame(.) a data frame, a matrix-like stucture whose columns may be of differing types (numeric, factor and character).

as.data.frame is generic function with many methods. It attempts to coerce its argument to be a data frame.

is.data.frame returns TRUE if its argument is a data frame and FALSE otherwise.

row.names can be used to set and retrieve the row names of a data frame, similarly to rownames for arrays (and it is a generic function that calls rownames for an array argument.

Examples

L3 <- LETTERS[1:3]
str(d <- data.frame(cbind(x=1, y=1:10), fac=sample(L3, 10, repl=TRUE)))

## The same with automatic column names:
str(     data.frame(cbind(  1,   1:10),     sample(L3, 10, repl=TRUE)))
is.data.frame(d)

## do not convert to factor, using I() :
str(cbind(d, char = I(letters[1:10])), vec.len = 10)

all(1:10 == row.names(d))# TRUE (coercion)

[Package base version 1.3.1 ]