Created
December 11, 2012 21:43
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An R script that creates a pareto diagram.
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# tikz("./figures/pareto.tikz", width=6.0, height=3.50) | |
defects <- c(56, 45, 23, 12, 8, 6) | |
names(defects) <- c("Blem.", 'Scratch', 'Chip', 'Bend', 'Dent', | |
'Others') | |
defects_sort <- sort(defects, decreasing=TRUE) | |
# par(mar = c(5, 4, 4, 4) + 0.3) | |
par(mar = c(5, 4, 3, 4) + 0.3) | |
bp <- barplot(defects, | |
# panel.first=grid(ny=NULL, nx=NA, lty="dashed", col="black"), | |
ylim=c(0, sum(defects)* 1.05), | |
axes=F, | |
main="Product Defects", | |
) | |
grid(ny=NULL, nx=NA, lty="dashed", col="grey60") | |
lines(bp, cumsum(defects_sort), | |
type='o', | |
xlab='', | |
ylab='', | |
pch=20 | |
) | |
box() | |
axis(side=2, at=seq(0, sum(defects), by=50), labels=T, las=1) | |
mtext("Count", side=2, line=3) | |
axis(side=4, | |
at=seq(0, sum(defects), length.out=5), | |
labels=seq(0, 100, length.out=5), | |
las=1) | |
mtext("Percent", side=4, line=3) | |
mtext("Defect", | |
at=0.0, | |
adj = 1 , | |
side=1, line=1, col="blue") | |
percent <- round(100 * defects_sort/sum(defects_sort), 1) | |
cum_pct <- round(100 * cumsum(defects_sort/sum(defects_sort)), 1) | |
mtext(defects_sort, | |
side=1, line=2, at=bp) | |
mtext("Count", | |
adj = 1 , | |
at=0.0, | |
side=1, line=2, col="blue") | |
mtext(percent, | |
side=1, line=3, at=bp) | |
mtext("Percent", | |
adj = 1 , | |
at=0.0, | |
side=1, line=3, col="blue") | |
mtext(cum_pct, | |
side=1, line=4, at=bp) | |
mtext("Cum. \\%", | |
adj = 1 , | |
at=0.0, | |
side=1, line=4, col="blue") | |
# dev.off() |
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