CODEWITHSUNDEEP
rggplot2plot
ulidtko
ulidtko

Reputation: 15560

How to highlight time ranges on a plot?

I have a few signals sampled over time which I plot in R using continuous lines. Additionally, I would like to highlight several specific time ranges on the plot.

My current approach is to draw full-height transparent rectangles with appropriate width and horizontal position which match the time range. I think this is a good representation, as it clearly separates points inside the range from those outside of it; but are there better ones?

And the second, practical part of the question. Now I'm plotting the signals like this:

p <- ggplot(data=gs, mapping=aes(x=frameno, y=value, col=variable)) +
       geom_line()
p

I have tried to draw an alpha blended rectangle manually:

p + geom_rect(aes(xmin=600, xmax=650, ymin=-3, ymax=3),
              colour=alpha("grey20", 0.5), fill.alpha=0.5)

— but no success so far. Any hints?

Upvotes: 38

Views: 23818

Answers (1)

daroczig
daroczig

Reputation: 28632

I think drawing rectangles just work fine, I have no idea about better solution, if a simple vertical line or lines are not enough.

And just use alpha=0.5 instead of fill.alpha=0.5 for the transparency issue also specifying inherit.aes = FALSE in geom_rect(). E.g. making a plot from the diamonds data:

p <- ggplot(diamonds, aes(x=price, y=carat)) +
     geom_line(aes(color=color))

rect <- data.frame(xmin=5000, xmax=10000, ymin=-Inf, ymax=Inf)
p + geom_rect(data=rect, aes(xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax),
              color="grey20",
              alpha=0.5,
              inherit.aes = FALSE)

alt text

Also note that ymin and ymax could be set to -Inf and Inf with ease.

Upvotes: 60

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