bargraph: Create bar graphs from raw data

Description

barchart from the lattice package makes bar graphs from pre-tabulated data. Raw data can be tabulated using xtabs, but the syntax is unusual compared to the other lattice plotting functions. bargraph provides an interface that is consistent with the other lattice functions.

Usage

bargraph(x, data = parent.frame(), groups, horizontal = FALSE, origin = 0,
  ylab = ifelse(horizontal, "", type), xlab = ifelse(horizontal, type, ""),
  subset, type = c("count", "frequency", "proportion", "percent"), ...)

Arguments

a formula describing the plot

data

a data frame in which the formula x is evaluated

groups

a variable or expression used for grouping. See barchart.

horizontal

a logical indicating whether bars should be horizontal

origin

beginning point for bars. For the default behavior used by barchart set origin to NULL, but 0 is often a better default. If 0 is not good, perhaps you should use a diffe

ylab

a character vector of length one used for the y-axis label

xlab

a character vector of length one used for the x-axis label

subset

a vector used to subset data. This may be an expression that will be evaluated within data.

type

one of "frequency", "count", "percent", or "proportion" indicating what type of scale to use. Unique prefixes are sufficient.

...

additional arguments passed to barchart

Value

a trellis object describing the plot

Details

bargraph(formula, data=data, ...) works by creating a new data frame from xtabs(formula, data=data) and then calling barchart using modified version of the formula and this new data frame as inputs. This has implications on, for example, conditional plots where one desires to condition on some expression that will be evaluated in data. This typically does not work becuase the required variables do not exist in the output of xtabs. One solution is to first add a new variable to data first and then to condition using this new variable. See the examples.

Examples

Run this code

if (require(mosaicData)) {
data(HELPrct)
bargraph( ~ substance, data=HELPrct)
bargraph( ~ substance, data=HELPrct, horizontal=TRUE)
bargraph( ~ substance | sex, groups=homeless, auto.key=TRUE, data=HELPrct)
bargraph( ~ substance, groups=homeless, auto.key=TRUE, data=HELPrct, subset=sex=="male")
HELPrct2 <- mutate( HELPrct, older = age > 40 )
bargraph( ~ substance | older, data = HELPrct2 )
}