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library(XML) | |
library(ggplot2) | |
df <- readHTMLTable("http://projects.dailycal.org/paychecker")[[1]] | |
colnames(df)[4] <- "Salary" | |
df$Salary <- as.numeric(gsub('[$,]', '', df$Salary)) | |
p <- ggplot(df, aes(x=Department, y=Salary)) + coord_flip() | |
p + geom_boxplot(aes(color=Rank, | |
x=reorder(Department, Salary, FUN=max))) + | |
scale_y_continuous(labels = scales::dollar) + | |
labs(title="Salaries by Department", | |
subtitle="University of California System", | |
y="Annual Salary (2015)", | |
x="Department", | |
caption="Source: http://projects.dailycal.org/paychecker/\n by @avyfain, inspired by @johnjhorton") + | |
theme(plot.caption = element_text(size=7.5)) |
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