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
#scatterplot X1 dan Y
library(ggplot2)
ggplot(data, aes(x=X1, y=Y)) +
geom_point(color="red",size=3, alpha=0.8) +
geom_smooth(method="lm", se=TRUE, linewidth=1.2) +
labs(
title="Scatter Plot X1 terhadap Y",
x="X1",
y="Y"
) +
theme_minimal() +
theme(
plot.title=element_text(hjust=0.5, face="bold"),
axis.title=element_text(face="bold"),
panel.grid.minor=element_blank()
)
## `geom_smooth()` using formula = 'y ~ x'
#scatterplot X2 dan Y
library(ggplot2)
ggplot(data, aes(x=X2, y=Y)) +
geom_point(color="orange",size=3, alpha=0.8) +
geom_smooth(method="lm", se=TRUE, linewidth=1.2) +
labs(
title="Scatter Plot X2 terhadap Y",
x="X2",
y="Y"
) +
theme_minimal() +
theme(
plot.title=element_text(hjust=0.5, face="bold"),
axis.title=element_text(face="bold"),
panel.grid.minor=element_blank()
)
## `geom_smooth()` using formula = 'y ~ x'
#scatterplot X3 dan Y
library(ggplot2)
ggplot(data, aes(x=X3, y=Y)) +
geom_point(color="purple",size=3, alpha=0.8) +
geom_smooth(method="lm", se=TRUE, linewidth=1.2) +
labs(
title="Scatter Plot X3 terhadap Y",
x="X3",
y="Y"
) +
theme_minimal() +
theme(
plot.title=element_text(hjust=0.5, face="bold"),
axis.title=element_text(face="bold"),
panel.grid.minor=element_blank()
)
## `geom_smooth()` using formula = 'y ~ x'