TUGAS 2 Dataset 1

data <- read.csv(file.choose(), header = TRUE, sep = ";")
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)

## Warning: package 'ggplot2' was built under R version 4.5.3

  ggplot(data, aes(x = X1, y = Y)) +
  geom_point(color = "green", size = 3, alpha = 0.7) +
  geom_smooth(
    method = "lm",
    formula = y ~ x,
    se = TRUE,
    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"),
    axis.title = element_text(face = "bold"),
    panel.grid.minor = element_blank()
  )

library(ggplot2)

ggplot(data, aes(x = X2, y = Y)) +
  geom_point(color = "red", size = 3, alpha = 0.7) +
  geom_smooth(
    method = "lm",
    formula = y ~ x,
    se = TRUE,
    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"),
    axis.title = element_text(face = "bold"),
    panel.grid.minor = element_blank()
  )

library(ggplot2)

  ggplot(data, aes(x = X3, y = Y)) +
  geom_point(color = "black", size = 3, alpha = 0.7) +
  geom_smooth(
    method = "lm",
    formula = y ~ x,
    se = TRUE,
    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"),
    axis.title = element_text(face = "bold"),
    panel.grid.minor = element_blank()
  )