Lattice Package implemented in R

 library("lattice")


my_data <- iris

head(my_data)

xyplot(Sepal.Length ~ Petal.Length, data = my_data)

xyplot(Sepal.Length ~ Petal.Length, group = Species, 

       data = my_data, auto.key = TRUE)

# Show points ("p"), grids ("g") and smoothing line

# Change xlab and ylab

xyplot(Sepal.Length ~ Petal.Length, data = my_data,

       type = c("p", "g", "smooth"),

       xlab = "Miles/(US) gallon", ylab = "Weight (1000 lbs)")

xyplot(Sepal.Length ~ Petal.Length | Species, 

       group = Species, data = my_data,

       type = c("p", "smooth"),

       scales = "free")


# Basic 3D scatter plot

cloud(Sepal.Length ~ Sepal.Length * Petal.Width, 

      data = iris)

# Color by groups; auto.key = TRUE to show legend

cloud(Sepal.Length ~ Sepal.Length * Petal.Width, 

      group = Species, data = iris,

      auto.key = TRUE)


# Basic box plot

bwplot(len ~ dose,  data = ToothGrowth,

       xlab = "Dose", ylab = "Length")

# Violin plot using panel = panel.violin

bwplot(len ~ dose,  data = ToothGrowth,

       panel = panel.violin,

       xlab = "Dose", ylab = "Length")

ToothGrowth$dose<- as.factor(ToothGrowth$dose)

head(ToothGrowth$dose)

# Basic dot plot

dotplot(len ~ dose,  data = ToothGrowth,

        xlab = "Dose", ylab = "Length")

# Basic stip plot

stripplot(len ~ dose,  data = ToothGrowth,

          jitter.data = TRUE, pch = 19 , xlab = "Dose", ylab = "Length")

          

          

          # Box plot

          bwplot(len ~ supp | dose,  data = ToothGrowth,

                 layout = c(3, 1),

                 xlab = "Dose", ylab = "Length")

          # Violin plot

          bwplot(len ~ supp | dose,  data = ToothGrowth,

                 layout = c(3, 1), panel = panel.violin,

                 xlab = "Dose", ylab = "Length")

          # Dot plot

          dotplot(len ~ supp | dose,  data = ToothGrowth,

                  layout = c(3, 1),

                  xlab = "Dose", ylab = "Length")

          # Strip plot

          stripplot(len ~ supp | dose,  data = ToothGrowth,

                    layout = c(3, 1), jitter.data = TRUE,

                    xlab = "Dose" , ylab = "Length")

          xlab = "Dose", ylab = "Length")


densityplot(~ len, data = ToothGrowth,

            plot.points = FALSE)

histogram(~ len, data = ToothGrowth,

          breaks = 20)



densityplot(~ len, groups = dose, data = ToothGrowth,

            plot.points = FALSE, auto.key = TRUE)

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