library(ggplot2)

## To sort colY in descending order in the plot
ggplot(data=df, aes(x=reorder(colX, -colY), y=colY)) +
  geom_bar(stat="identity") +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))