statBoxPlotMultiple | R Documentation |
creates a ggplot object showing a boxplot of multiple columns
statBoxPlotMultiple(
data,
column = 1:ncol(data),
melted = FALSE,
varColumn = NA,
varToChar = FALSE,
sampleSize = NA,
removeNA = TRUE,
meltOrder = NA,
newNames = NA,
outlineColor = "black",
fillColor = NA,
jitter = 0.05,
alpha = 0.5,
size = 3,
shape = 16,
jitterFill = "black",
whiskerWidth = 0.5,
boxWidth = 0.5,
vertical = FALSE,
xAxis = TRUE,
yAxis = TRUE,
yDefault = TRUE,
yLimits = c(0, NA),
xLabel = "",
yLabel = "",
title = "",
showMean = TRUE,
meanShape = 23,
meanColor = "black",
meanFill = "orange",
meanSize = 5,
legend.title = NA,
showLegend = TRUE,
legend.position = "bottom",
...
)
data |
the data to be used, can be a numeric/character/etc vector or data.frame like (or tibble etc). If it is data.frame or similar the column argument defines which column is to be used |
column |
defines which columns are to be used. Can be integer or character (column name), note that if both (character) column and yLabel are defined, column is used as label for the Y-axis. If not defined, then all columns of the data.frame will be used. |
melted |
boolean that defines whether the specified columns still need to be melted into a single column for a graph. If melted = TRUE then the argument "column" should be a single column! |
varColumn |
this boolean argument is only used in case melted = TRUE. It specifies the column to be used as variable name column |
varToChar |
default FALSE, gnored if melted = FALSE. Specifies if the variable name column should be converted into a character vector (need discrete values) |
sampleSize |
allows to the use of a sample of the data to be used for the boxplot. By default sampleSize = NA, in which case all data is used |
removeNA |
if TRUE, the NA 'values' in the vector will be removed prior to plotting. @note this will remove warning messages and errors |
meltOrder |
numeric vector which allows to define the order in which columns should be melted onto each other. Normally the order is the same as the column order specifoed (default NA), but this parameter allows some extra flexibility. Be aware that columns are first melted and then newNames is applied (if not NA) |
newNames |
redefines the names of the different data columns. In principle this could be done before this function is called, but using this argument circumvents some issues with column names. Note that the length of this argument (character vector) should be the same as the number of columns, otherwise it will be ignored |
outlineColor |
defines the color of the line around the box |
fillColor |
defines the color of the boxes themselves. @Note: if the number of colors does not match the number of columns then ggplot2 default colors will be used |
jitter |
if NA, then the data points will not be shown (only outliers!), otherwise it adds a random value to the x-values of the data points plotted. Note: If set to 0 then they will be located on a straight line |
alpha |
alpha ('see through' value) of the data (jitter) points |
size |
size of the data (jitter) points |
shape |
shape of the data (default = 16), see vignette ggplot2::ggplot2-specs |
jitterFill |
defines color of the jitter (single color!) |
whiskerWidth |
defines the width of the whiskers (0-1) |
boxWidth |
defines the width of the box (0-1) |
vertical |
if TRUE, flips x- and y-axis |
xAxis |
defines if the x-axis is shown |
yAxis |
defines if the x-axis is shown |
yDefault |
default is set to TRUE, together with yLimits, this can be used to define the exact range of the Y-axis |
yLimits |
default = c(0,NA), together with yLimits, this can be used to define the exact range of the Y-axis |
xLabel |
set x-axis title |
yLabel |
set y-axis title |
title |
sets title of graph |
showMean |
defines if the mean value of the data should be shown |
meanShape |
shape of the mean symbol (default = 23) |
meanColor |
color of the line around the mean symbol |
meanFill |
fill color of the shape of the mean symbol |
meanSize |
size of the mean symbol |
legend.title |
if not NA, then to give a non-default name to the legend |
showLegend |
defines if the legend is to be shown or not |
legend.position |
defines where a legend is to be placed |
... |
can be used to pass on other arguments to graphAdjust() (like xLimits, xExpand, etc) |
a ggplot object
box itself: bottom = 25 lower whisker = 25 upper whisker= 75 IQR = (75
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.