#Memanggil Dataset 1
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
#membuat Scatterplot antara variabel X1 dan Y
library(ggplot2)
ggplot(data,aes(x=X1,y=Y))+
geom_point(color="red",size=1.4)+
geom_smooth(method="lm",se=TRUE,color="blue",linewidth=1)+
labs(title="Scatter Plot antara Variabel X1 dan Y",x="X1",y="Y")+
theme_minimal()+
theme(plot.title=element_text(hjust=0.5,face="bold"))
## `geom_smooth()` using formula = 'y ~ x'
#membuat Scatterplot antara variabel X2 dan Y
library(ggplot2)
ggplot(data,aes(x=X2,y=Y))+
geom_point(color="green",size=1.4)+
geom_smooth(method="lm",se=TRUE,color="purple",linewidth=1)+
labs(title="Scatter Plot antara Variabel X2 dan Y",x="X2",y="Y")+
theme_minimal()+
theme(plot.title=element_text(hjust=0.5,face="bold"))
## `geom_smooth()` using formula = 'y ~ x'
#membuat Scatterplot antara variabel X3 dan Y
library(ggplot2)
ggplot(data,aes(x=X3,y=Y))+
geom_point(color="orange",size=1.4)+
geom_smooth(method="lm",se=TRUE,color="darkgreen",linewidth=1)+
labs(title="Scatter Plot antara Variabel X3 dan Y",x="X3",y="Y")+
theme_minimal()+
theme(plot.title=element_text(hjust=0.5,face="bold"))
## `geom_smooth()` using formula = 'y ~ x'