data=read.table(file.choose(), header=T)
data
## Y X1 X2 X3
## 1 57.5 78 2.75 29.5
## 2 52.8 69 2.15 26.3
## 3 61.3 77 4.41 32.2
## 4 67.0 88 5.52 36.5
## 5 53.5 67 3.21 27.2
## 6 62.7 80 4.32 27.7
## 7 56.2 74 2.31 28.3
## 8 68.5 94 4.30 30.3
## 9 69.2 102 3.71 28.7
library(ggplot2)
ggplot(data, aes(x = X1, y = Y)) +
geom_point(
color = "blue",
size = 3,
alpha = 0.7
) +
geom_smooth(
method = "lm",
se = TRUE,
color = "red",
linewidth = 1
) +
labs(
title = "Scatter Plot X1 Terhadap Y",
x = "X1",
y = "Y"
) +
theme_minimal() +
theme(
plot.title = element_text(
hjust = 0.5,
face = "bold"
)
)
## `geom_smooth()` using formula = 'y ~ x'

library(ggplot2)
ggplot(data, aes(x = X2, y = Y)) +
geom_point(
color = "green4",
size = 3,
alpha = 0.7
) +
geom_smooth(
method = "lm",
se = TRUE,
color = "red",
linewidth = 1
) +
labs(
title = "Scatter Plot X2 Terhadap Y",
x = "X2",
y = "Y"
) +
theme_minimal() +
theme(
plot.title = element_text(
hjust = 0.5,
face = "bold"
)
)
## `geom_smooth()` using formula = 'y ~ x'

library(ggplot2)
ggplot(data, aes(x = X3, y = Y)) +
geom_point(
color = "blue",
size = 4, pch=10,
alpha = 0.7
) +
geom_smooth(
method = "lm",
se = TRUE,
color = "red",
linewidth = 1
) +
labs(
title = "Scatter Plot X3 Terhadap Y",
x = "X3",
y = "Y"
) +
theme_minimal() +
theme(
plot.title = element_text(
hjust = 0.5,
face = "bold"
)
)
## `geom_smooth()` using formula = 'y ~ x'
