By hrbrmstr
df read.csv(text="category,pct Other,0.09 South Asian/South Asian Americans,0.12 Interngenerational/Generational,0.21 S Asian/Asian Americans,0.25 Muslim Observance,0.29 Africa/Pan Africa/African Americans,0.34 Gender Equity,0.34 Disability Advocacy,0.49 European/European Americans,0.52 Veteran,0.54 Pacific Islander/Pacific Islander Americans,0.59 Non-Traditional Students,0.61 Religious Equity,0.64 Caribbean/Caribbean Americans,0.67 Latino/Latina,0.69 Middle Eastern Heritages and Traditions,0.73 Trans-racial Adoptee/Parent,0.76 LBGTQ/Ally,0.79 Mixed Race,0.80 Jewish Heritage/Observance,0.85 International Students,0.87", stringsAsFactors=FALSE, sep=",", header=TRUE) # devtools::install_github("hrbrmstr/ggalt") library(ggplot2) library(ggalt) library(scales) gg ggplot(df, aes(reorder(category, pct), pct)) gg gg + geom_lollipop(point.colour="steelblue", point.size=3) gg gg + scale_y_continuous(expand=c(0,0), labels=percent, breaks=seq(0, 1, by=0.2), limits=c(0, 1)) gg gg + coord_flip() gg gg + labs(x=NULL, y=NULL, title="SUNY Cortland Multicultural Alumni survey results", subtitle="Ranked by race, ethnicity, home land and orientationnamong the top areas of concern", caption="Data from http://stephanieevergreen.com/lollipop/") gg gg + theme_minimal(base_family="Arial Narrow") gg gg + theme(panel.grid.major.y=element_blank()) gg gg + theme(panel.grid.minor=element_blank()) gg gg + theme(axis.line.y=element_line(color="#2b2b2b", size=0.15)) gg gg + theme(axis.text.y=element_text(margin=margin(r=-5, l=0))) gg gg + theme(plot.margin=unit(rep(30, 4), "pt")) gg gg + theme(plot.title=element_text(face="bold")) gg gg + theme(plot.subtitle=element_text(margin=margin(b=10))) gg gg + theme(plot.caption=element_text(size=8, margin=margin(t=10))) gg
Source:: r-bloggers.com