# Function to generate BarPlots
drawBarPlot <- function(dataset, datasetName,heightValue = 5.5,widthValue = 11, resultsFolder = resultsDirectory,typeBarPlot = "normal"){
if(typeBarPlot == "normal"){
barPlot <- ggplot(data = dataset, aes(fill=Var1, y=Freq, x=Var1)) +
geom_bar(position="stack", stat="identity") + NoLegend() +
theme(panel.background = element_blank(),
axis.title.x = element_blank(),
axis.text = element_text(size = 18),
axis.line = element_line(color = "black"),
axis.title = element_text(size = 18)) +
labs(y = "Number of cells")
}
if(typeBarPlot == "stacked_percentage"){
barPlot <- ggplot(data = dataset, aes(fill=Var2, y=Freq, x=Var1)) +
geom_bar(position="fill", stat="identity") + NoLegend() +
theme(panel.background = element_blank(),
axis.title.x = element_blank(),
axis.text = element_text(size = 18),
axis.line = element_line(color = "black"),
axis.title = element_text(size = 18)) +
labs(y = "Number of cells")
}
# Create folder
dir.create(file.path(resultsFolder,"/BarPlot/"))
# Save graph in png and pdf format
ggsave(plot = barPlot,filename = paste0(resultsFolder, "/BarPlot/", format(Sys.time(), "%Y%m%d_%H%M%S"),"_",datasetName, "_BarPlot.png"),
width = widthValue,
height = heightValue,
units = "in",limitsize = FALSE)
ggsave(plot = barPlot,filename = paste0(resultsFolder, "/BarPlot/", format(Sys.time(), "%Y%m%d_%H%M%S"),"_",datasetName, "_BarPlot.pdf"),
width = widthValue,
height = heightValue,
units = "in",limitsize = FALSE)
# Return plot
barPlot
}
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