% 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, groupBy = NULL, combinePlot = "all", violin = TRUE, boxplot = FALSE, dots = TRUE, reducedDimName = NULL, xlab = NULL, ylab = NULL, dim1 = NULL, dim2 = NULL, bin = NULL, binLabel = NULL, defaultTheme = TRUE, dotSize = 1, transparency = 1, titleSize = 18, axisLabelSize = 18, axisSize = 15, legendSize = 15, legendTitleSize = 16, relHeights = c(1.5, 1, 1), relWidths = c(1, 1, 1), plotNCols = NULL, plotNRows = NULL, plotLabels = "default", plotLabelSize = 20, plotLabelPositionX = NULL, plotLabelPositionY = NULL, samplePerColumn = TRUE, sampleRelHeights = 1, sampleRelWidths = 1 ) } \arguments{ \item{inSCE}{Input \linkS4class{SingleCellExperiment} object with saved dimension reduction components or a variable with saved results from \link{runBcds}. Required.} \item{sample}{Character vector. Indicates which sample each cell belongs to. Default NULL.} \item{shape}{If provided, add shapes based on the value.} \item{groupBy}{Groupings for each numeric value. A user may input a vector equal length to the number of the samples in the SingleCellExperiment object, or can be retrieved from the colData slot. Default NULL.} \item{combinePlot}{Must be either "all" or "sample". "all" will combine all plots into a single .ggplot object, while "sample" will output a list of plots separated by sample. Default "all".} \item{violin}{Boolean. If TRUE, will plot the violin plot. Default TRUE.} \item{boxplot}{Boolean. If TRUE, will plot boxplots for each violin plot. Default TRUE.} \item{dots}{Boolean. If TRUE, will plot dots for each violin plot. Default TRUE.} \item{reducedDimName}{Saved dimension reduction name in the \linkS4class{SingleCellExperiment} object. Required.} \item{xlab}{Character vector. Label for x-axis. Default NULL.} \item{ylab}{Character vector. Label for y-axis. Default NULL.} \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 NULL.} \item{dim2}{2nd 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 NULL.} \item{bin}{Numeric vector. If single value, will divide the numeric values into the `bin` groups. If more than one value, will bin numeric values using values as a cut point.} \item{binLabel}{Character vector. Labels for the bins created by the `bin` parameter. Default NULL.} \item{defaultTheme}{Removes grid in plot and sets axis title size to 10 when TRUE. Default TRUE.} \item{dotSize}{Size of dots. Default 1.} \item{transparency}{Transparency of the dots, values will be 0-1. Default 1.} \item{titleSize}{Size of title of plot. Default 18.} \item{axisLabelSize}{Size of x/y-axis labels. Default 18.} \item{axisSize}{Size of x/y-axis ticks. Default 15.} \item{legendSize}{size of legend. Default 15.} \item{legendTitleSize}{size of legend title. Default 16.} \item{relHeights}{Relative heights of plots when combine is set.} \item{relWidths}{Relative widths of plots when combine is set.} \item{plotNCols}{Number of columns when plots are combined in a grid.} \item{plotNRows}{Number of rows when plots are combined in a grid.} \item{plotLabels}{labels to each plot. If set to "default", will use the name of the samples as the labels. If set to "none", no label will be plotted.} \item{plotLabelSize}{size of labels} \item{plotLabelPositionX}{Numeric vector. The X position of the plot label.} \item{plotLabelPositionY}{Numeric vector. The Y position of the plot label.} \item{samplePerColumn}{If TRUE, when there are multiple samples and combining by "all", the output .ggplot will have plots from each sample on a single column. Default TRUE.} \item{sampleRelHeights}{If there are multiple samples and combining by "all", the relative heights for each plot.} \item{sampleRelWidths}{If there are multiple samples and combining by "all", the relative widths for each plot.} } \description{ A wrapper function which visualizes outputs from the runBcds function stored in the colData slot of the SingleCellExperiment object via various plots. } \examples{ data(scExample, package="singleCellTK") sce <- sce[, colData(sce)$type != "EmptyDroplet"] sce <- getUMAP(inSCE=sce, useAssay="counts", reducedDimName="UMAP") sce <- runBcds(sce) plotBcdsResults(inSCE=sce, reducedDimName="UMAP") }