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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/ggPerQCWrapper.R
\name{plotBcdsResults}
\alias{plotBcdsResults}
\title{Plots for runBcds outputs.}
\usage{
plotBcdsResults(
inSCE,
sample = NULL,
shape = NULL,
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groupBy = NULL,
combinePlot = "all",
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violin = TRUE,
boxplot = FALSE,
dots = TRUE,
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reducedDimName = "UMAP",
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xlab = NULL,
ylab = NULL,
dim1 = NULL,
dim2 = NULL,
bin = NULL,
binLabel = NULL,
defaultTheme = TRUE,
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dotSize = 0.5,
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summary = "median",
summaryTextSize = 3,
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transparency = 1,
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baseSize = 15,
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titleSize = NULL,
axisLabelSize = NULL,
axisSize = NULL,
legendSize = NULL,
legendTitleSize = NULL,
relHeights = 1,
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relWidths = c(1, 1, 1),
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plotNCols = NULL,
plotNRows = NULL,
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labelSamples = TRUE,
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samplePerColumn = TRUE,
sampleRelHeights = 1,
sampleRelWidths = 1
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)
}
\arguments{
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\item{inSCE}{Input \linkS4class{SingleCellExperiment} object with saved
dimension reduction components or a variable with saved results from
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\code{\link{runBcds}}. Required.}
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\item{sample}{Character vector or colData variable name. Indicates which
sample each cell belongs to. Default \code{NULL}.}
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\item{shape}{If provided, add shapes based on the value. Default \code{NULL}.}
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\item{groupBy}{Groupings for each numeric value. A user may input a vector
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equal length to the number of the samples in \code{inSCE}, or can be
retrieved from the colData slot. Default \code{NULL}.}
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\item{combinePlot}{Must be either \code{"all"}, \code{"sample"}, or
\code{"none"}. \code{"all"} will combine all plots into a single .ggplot
object, while \code{"sample"} will output a list of plots separated by
sample. Default \code{"all"}.}
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\item{violin}{Boolean. If \code{TRUE}, will plot the violin plot. Default
\code{TRUE}.}
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\item{boxplot}{Boolean. If \code{TRUE}, will plot boxplots for each violin
plot. Default \code{TRUE}.}
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\item{dots}{Boolean. If \code{TRUE}, will plot dots for each violin plot.
Default \code{TRUE}.}
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\item{reducedDimName}{Saved dimension reduction name in \code{inSCE}.
Default \code{"UMAP"}.}
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\item{xlab}{Character vector. Label for x-axis. Default \code{NULL}.}
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\item{ylab}{Character vector. Label for y-axis. Default \code{NULL}.}
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\item{dim1}{1st dimension to be used for plotting. Can either be a string
which specifies the name of the dimension to be plotted from reducedDims, or
a numeric value which specifies the index of the dimension to be plotted.
Default is \code{NULL}.}
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\item{dim2}{2nd dimension to be used for plotting. Similar to \code{dim1}.
Default is \code{NULL}.}
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\item{bin}{Numeric vector. If single value, will divide the numeric values
into \code{bin} groups. If more than one value, will bin numeric values using
values as a cut point. Default \code{NULL}.}
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\item{binLabel}{Character vector. Labels for the bins created by \code{bin}.
Default \code{NULL}.}
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\item{defaultTheme}{Removes grid in plot and sets axis title size to
\code{10} when \code{TRUE}. Default \code{TRUE}.}
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\item{dotSize}{Size of dots. Default \code{0.5}.}
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\item{summary}{Adds a summary statistic, as well as a crossbar to the
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violin plot. Options are \code{"mean"} or \code{"median"}. Default
\code{NULL}.}
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\item{summaryTextSize}{The text size of the summary statistic displayed
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above the violin plot. Default \code{3}.}
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\item{transparency}{Transparency of the dots, values will be 0-1. Default
\code{1}.}
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\item{baseSize}{The base font size for all text. Default \code{12}.
Can be overwritten by \code{titleSize}, \code{axisSize}, and
\code{axisLabelSize}, \code{legendSize}, \code{legendTitleSize}.}
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\item{titleSize}{Size of title of plot. Default \code{NULL}.}
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\item{axisLabelSize}{Size of x/y-axis labels. Default \code{NULL}.}
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\item{axisSize}{Size of x/y-axis ticks. Default \code{NULL}.}
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\item{legendSize}{size of legend. Default \code{NULL}.}
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\item{legendTitleSize}{size of legend title. Default \code{NULL}.}
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\item{relHeights}{Relative heights of plots when combine is set. Default
\code{1}.}
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\item{relWidths}{Relative widths of plots when combine is set. Default
\code{c(1, 1, 1)}.}
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\item{plotNCols}{Number of columns when plots are combined in a grid. Default
\code{NULL}.}
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\item{plotNRows}{Number of rows when plots are combined in a grid. Default
\code{NULL}.}
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\item{labelSamples}{Will label sample name in title of plot if TRUE. Default
\code{TRUE}.}
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\item{samplePerColumn}{If \code{TRUE}, when there are multiple samples and
combining by \code{"all"}, the output .ggplot will have plots from each
sample on a single column. Default \code{TRUE}.}
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\item{sampleRelHeights}{If there are multiple samples and combining by
\code{"all"}, the relative heights for each plot. Default \code{1}.}
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\item{sampleRelWidths}{If there are multiple samples and combining by
\code{"all"}, the relative widths for each plot. Default \code{1}.}
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}
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\value{
list of .ggplot objects
}
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\description{
A wrapper function which visualizes outputs from the
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\code{\link{runBcds}} function stored in the colData slot of the
\linkS4class{SingleCellExperiment} object via various plots.
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}
\examples{
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data(scExample, package="singleCellTK")
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sce <- subsetSCECols(sce, colData = "type != 'EmptyDroplet'")
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sce <- runQuickUMAP(sce)
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sce <- runBcds(sce)
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plotBcdsResults(inSCE=sce, reducedDimName="UMAP")
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}
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\seealso{
\code{\link{runBcds}}
}
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