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3 Simple Tips to Avoid Overplotting in R #shorts #rstats #programming #ggplot2 #datavisualization
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This is the very first YouTube Shorts video that was ever published on Statistics Globe! :) It would be amazing if you could let me know your feedback so that I can incorporate it in future videos. This video explains how to avoid overplotting in R programming using different functions and arguments of the ggplot2 library. Which topics would you like to see next?
R code of this video:
x = c(rnorm(1000),
rnorm(1000, 5, 2),
rnorm(1000, 1, 3)),
y = c(rnorm(1000),
rnorm(1000, 1, 4),
rnorm(1000, 2, 2)),
group = rep(LETTERS[1:3],
each = 1000))
library("ggplot2")
ggplot(data, aes(x, y)) +
geom_point()
ggplot(data, aes(x, y)) +
geom_point(size = 0.01)
ggplot(data, aes(x, y)) +
geom_point(alpha = 0.1)
ggplot(data, aes(x, y,
col = group)) +
geom_point()
ggplot(data, aes(x, y,
col = group)) +
geom_point(size = 0.05,
alpha = 0.2)
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R code of this video:
x = c(rnorm(1000),
rnorm(1000, 5, 2),
rnorm(1000, 1, 3)),
y = c(rnorm(1000),
rnorm(1000, 1, 4),
rnorm(1000, 2, 2)),
group = rep(LETTERS[1:3],
each = 1000))
library("ggplot2")
ggplot(data, aes(x, y)) +
geom_point()
ggplot(data, aes(x, y)) +
geom_point(size = 0.01)
ggplot(data, aes(x, y)) +
geom_point(alpha = 0.1)
ggplot(data, aes(x, y,
col = group)) +
geom_point()
ggplot(data, aes(x, y,
col = group)) +
geom_point(size = 0.05,
alpha = 0.2)
Follow me on Social Media:
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