Created
November 29, 2018 08:57
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# download data | |
download.file("http://microdata.worldbank.org/index.php/catalog/428/download/28457","~/Downloads/data.zip") | |
unzip("~/Downloads/data.zip") | |
# read data | |
library(data.table) | |
x = fread("Downloads/edattainxtry_1.csv") | |
d = x[,list(year,country,aAll_6,aQuint1x_6,aQuint5x_6)] | |
# plot data | |
library(ggplot2) | |
# x vs x | |
p = ggplot(subset(d,aQuint5x_6<1),aes(x=aAll_6,y=aAll_6)) + geom_point() | |
# x vs x_poor | |
p = p + geom_point(aes(x=aAll_6,y=aQuint1x_6),color="red") | |
# x vs x_rich | |
p = p + geom_point(aes(x=aAll_6,y=aQuint5x_6),color="green") | |
# proper labels | |
p = p + scale_y_continuous(name = "attainment of all(black),poor(red),rich(green)") + scale_x_continuous(name = "attainment of all") | |
p = p + theme_bw() + ggtitle("Rich and Poor vs Overall Attainment") | |
# save | |
ggsave(p,file="ravallion.png",width=8,height=7) | |
# view | |
p |
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