CODEWITHSUNDEEP
rggplot2smoothing
C.chen
C.chen

Reputation: 33

why geom_smooth not showing the smooth line?

I am having a problem where geom_smooth() is not working on my ggplot2. But instead of a smooth curve, there is a fold. enter image description here My X-axis variable is the factor variable(I've tried to convert it to a numerical variable, but it didn't work), and Y-axis is numeric variable. My data.frame is that enter image description here enter image description here

ggplot(tmp, aes(x = x, y = y))+
  geom_point()+
  geom_smooth(formula = y ~ x, method = "loess", stat = "identity", se = T, group = "")

I hope to get a pic like this. enter image description here

Upvotes: 3

Views: 2036

Answers (1)

deepseefan
deepseefan

Reputation: 3791

A quick fix will be to wrap the group inside aes. Generated a data similar to the structure you have (a factor x variable and a numeric y var).

set.seed(777)
x <- rep(c(LETTERS[1:7]), 3)
y <- rnorm(21, mean = 0, sd = 1)
tmp <- data.frame(x,y)
# -------------------------------------------------------------------------
base <- ggplot(tmp, aes(x = x, y = y))+geom_point()

base + geom_smooth(formula = y ~ x, method = "loess",se = TRUE, aes(group = "" ), level = 0.95) + theme_bw()

If you want to use a different level of confidence interval, you can change the value of level (which is a 95% by default).

Output

geom_smooth_output

Upvotes: 1

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