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sjstebbins/gradunemployment.R

Last active July 25, 2016 18:06
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Graduate Un/Underemployment Rates
Raw
gradunemployment.R
#load data from csv
grad_unemployment_data <- read.delim("https://raw.githubusercontent.com/sjstebbins/ExploratoryDataViz/master/data/graduateunemployment.csv")
#convert date
grad_unemployment_data$Date = as.Date(grad_unemployment_data$Date)
#filter for after 2003
grad_unemployment_data <- filter(grad_unemployment_data, Date >= "2003-01-01")
#melt to single column
grad_unemployment_data <- melt(grad_unemployment_data, id = 'Date',measure.vars = names(select(grad_unemployment_data,-Date)))
#plot
ggplot(grad_unemployment_data, aes(x=Date,y=value, group=variable, color=variable)) + geom_line() + ggtitle('Graduate Unemployment & Underemployment') + theme_fivethirtyeight() + theme(legend.title=element_blank()) + theme(axis.title = element_text(), axis.title.x = element_blank()) + ylab('Percent')
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