R: order top 10 of result "means" and output results as .csv -


i have database: link

fun_mean <- function(x){return(round(data.frame(y=mean(x),label=mean(x,na.rm=t)),digit=2))}  foo <- qplot(interest, scored.probabilities, data = dataset1, geom = "boxplot");  foo <- foo+stat_summary(fun.y = mean, geom="point",colour="darkred",size=3)+stat_summary(fun.data = fun_mean,geom="text", vjust=-0.7) ggsave(foo, file="interest.png", width=20, height=7)

enter image description here

there mach information, want top 10 mean values (output new .png) , output mean value table .csv?

thank you.

a dplyr solution

library(dplyr)  fun_mean <- function(x){return(round(data.frame(y=mean(x),label=mean(x,na.rm=t)),digit=2))}  m <- dataset1 %>% group_by(interest) %>%                   summarize(y=mean(scored.probabilities),                            label=mean(scored.probabilities,na.rm=t)) %>%                   arrange(desc(y))  idx <- as.character(m$interest[1:10])  dataset2 <- filter(dataset1,interest %in% idx)  foo <- qplot(interest, scored.probabilities, data = dataset2, geom = "boxplot");  foo <- foo + stat_summary(fun.y = mean, geom="point",colour="darkred",size=3) +              stat_summary(fun.data = fun_mean,geom="text", vjust=-0.7) +

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