r - ggplot2: How to shade an area above a function curve and below a line? -
so have dataframe this:
a_data <- data.frame( f = f, alpha = alpha, asymptote = alpha_1_est)
and function this:
a_formula <- function(x) { 0.7208959 - 0.8049132 * exp(-21.0274 * x)}
i use them ggplot2:
ggplot(a_data, aes(x = f, y = alpha)) + geom_point() + #function curve stat_function(fun = a_formula, color = "red") + #asymptote of alpha geom_hline( yintercept = asymptote, linetype = "longdash", color = "blue")
what want , can't find way shade area between y
axis, function curve (red) , asymptote line (dashed), this:
i have tried squeeze ribbon or polygon in there, doesn't work correctly - maybe it's because want shade above curve, not below (below works fine).
this how dataframe looks like:
> head(a_data) f alpha asymptote 1 0.01 0.007246302 0.7208959 2 0.03 0.374720198 0.7208959 3 0.05 0.484362949 0.7208959 4 0.07 0.540090209 0.7208959 5 0.09 0.625383303 0.7208959 6 0.11 0.590898201 0.7208959
p.s. new stackoverflowing, if broke convention or otherwise messed question, don't hesitate point out.
the example below shows how geom_ribbon
can conveniently used coloring area between horizontal line , curve.
df1 <- structure(list(x = c(0.01, 0.03, 0.05, 0.07, 0.09, 0.11), y = c(0.007246302, 0.374720198, 0.484362949, 0.540090209, 0.625383303, 0.590898201 ), asymptote = c(0.7208959, 0.7208959, 0.7208959, 0.7208959, 0.7208959, 0.7208959)), .names = c("x", "y", "asymptote"), class = "data.frame", row.names = c("1", "2", "3", "4", "5", "6")) a_formula <- function(x) { 0.7208959 - 0.8049132*exp(-21.0274*x) } xs <- seq(min(df1$x),max(df1$x),length.out=100) ysmax <- rep(0.7208959, length(xs)) ysmin <- a_formula(xs) df2 <- data.frame(xs, ysmin, ysmax) library(ggplot2) ggplot(data=df1) + geom_point(aes(x=x, y=y)) + geom_line(aes(x=x, y=asymptote), lty=2, col="blue", lwd=1) + stat_function(fun = a_formula, color="red", lwd=1) + geom_ribbon(aes(x=xs, ymin=ysmin, ymax=ysmax), data=df2, fill="#bb000033")
Comments
Post a Comment