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This piece of code produces a graphic that depicts trends in contributions to UN peacekeeping on the African continent, by continent. It uses data from http://www.providingforpeacekeeping.org/contributions/
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# install the following packages | |
library(scales) | |
library(ggplot2) | |
library(reshape) | |
library(Cairo) | |
library(RColorBrewer) | |
################ | |
# Prepare data # | |
################ | |
pko <- read.table("./data/Data.Full.csv", header=TRUE, sep=",") | |
pko$date <- as.POSIXct(pko$date) | |
pko <- pko[pko$date < as.POSIXct("2013-01-01"), ] | |
pko <- pko[pko$date > as.POSIXct("1990-12-31"), ] | |
# aggregate data for African contributions to PKOs | |
aggWorld <- aggregate(total ~ date, | |
data = pko[pko$mission.continent=="Africa", ], | |
FUN = sum) | |
aggContinents <- aggregate(total ~ date + tcc.continent, | |
data = pko[pko$mission.continent=="Africa", ], | |
FUN = sum) | |
aggContinents$date <- as.POSIXct(aggContinents$date) | |
######## | |
# Plot # | |
######## | |
# tiny function for correct large number notation in German | |
point <- function(x, ...) { | |
format(x, ..., big.mark = ".", scientific = FALSE, trim = TRUE) | |
} | |
plot <- ggplot(aggContinents, aes(x=date, y=total, group=tcc.continent, fill=tcc.continent)) | |
plot <- plot + geom_area() | |
plot <- plot + scale_fill_brewer(name="Kontinente", | |
palette="Spectral") | |
plot <- plot + labs(title="Truppenbeiträge zu VN Friedensoperationen in Afrika nach Kontinenten\n 1991 - 2012 \n", x="", y="Truppenstärke") | |
plot <- plot + theme_bw(base_size=22) | |
plot <- plot + theme(axis.text.x=element_text(hjust=1.1, angle=45), | |
axis.title.y=element_text(vjust=0.3), | |
axis.title.x=element_text(size=11, lineheight=15, vjust=-.7, hjust=0)) | |
plot <- plot + scale_y_continuous(labels = point) | |
plot <- plot + scale_x_datetime(limits=c(min(aggContinents$date), max(aggContinents$date)), | |
breaks=date_breaks("years"), | |
expand=c(.01,.01), | |
labels = date_format("%Y")) | |
CairoPNG(width=1280, height=800, file="PKOTCCToAfricaByContinent.png") | |
print(plot) | |
dev.off() |
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