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Editorial Team
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Editorial Team
Asked: June 15, 20262026-06-15T12:48:32+00:00 2026-06-15T12:48:32+00:00

A not-uncommon situation in generating data.frames (particularly for SO questions which are not reproducible)

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A not-uncommon situation in generating data.frames (particularly for SO questions which are not reproducible) is when one column depends on the (typically random) values of another. For instance, if one wants a data.frame to test regression on, it would be great to have some noisy linear dependence:

n <- 100
x <- runif(n)
dat <- data.frame( x=x, y=x+runif(n) )
plot(y~x,data=dat)

y vs x

However, I’d like to do it in one line (the above would count as two lines, the first creating x, the second using x in the data.frame assignment), ideally without depositing anything in the global environment.

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  1. Editorial Team
    Editorial Team
    2026-06-15T12:48:33+00:00Added an answer on June 15, 2026 at 12:48 pm

    Here’s an easy solution with within:

    within(data.frame(x = runif(n)), y <- x + runif(n))
    

    This command does not assign y to the global environment (or parent frame).

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