我正在使用R
中的这个数据集https://www.dropbox.com/s/g28etd2wywuu7on/Measurements.csv
我已完成以下数据操作
`dat<-read.csv("Measurements.csv")`
summarySE <- function(data=NULL, measurevar, groupvars=NULL, na.rm=FALSE,
conf.interval=.95, .drop=TRUE)
{require(plyr)
# New version of length which can handle NA's: if na.rm==T, don't count them
length2 <- function (x, na.rm=FALSE) {
if (na.rm) sum(!is.na(x))
else length(x)
}
# This does the summary. For each group's data frame, return a vector with
# N, mean, and sd
datac <- ddply(data, groupvars, .drop=.drop,
.fun = function(xx, col) {
c(N = length2(xx[[col]], na.rm=na.rm),
mean = mean (xx[[col]], na.rm=na.rm),
sd = sd (xx[[col]], na.rm=na.rm)
)
},
measurevar
)
# Rename the "mean" column
datac <- rename(datac, c("mean" = measurevar))
datac$se <- datac$sd / sqrt(datac$N) # Calculate standard error of the mean
# Confidence interval multiplier for standard error
# Calculate t-statistic for confidence interval:
# e.g., if conf.interval is .95, use .975 (above/below), and use df=N-1
ciMult <- qt(conf.interval/2 + .5, datac$N-1)
datac$ci <- datac$se * ciMult
return(datac)
}
summary.total<-summarySE(dat, measurevar="length", groupvars=c("Genotype", "Concentration"))
pd <- position_dodge(.1)
然后,我想根据Bgrnd列中的标签绘制数据,并按行分面。 使用ggplot2我已经完成了这个,但收到一条错误信息。我无法弄清楚如何让它发挥作用。
ggplot(summary.total, aes(x=Concentration, y=length, colour=Genotype, group=Genotype)) +
geom_errorbar(aes(ymin=length-se, ymax=length+se), colour="black", width=.3, position=pd) +
geom_line(position=pd) +
geom_point(position=pd, size=3) +
facet_grid(Bgrnd ~ .) +
ylab("leaf segment width (mm)") +
xlab("[Br]") +
theme(axis.title = element_text(size=14,face="bold"), axis.text = element_text(size=13))