Memplot data multivariat

Distribusi Probabilitas Multivariat di R

Surajit Ray

Professor, University of Glasgow

Beragam opsi plotting

 

  • Plot R dasar
  • Pustaka lattice
  • ggplot
  • Opsi plot 3D
Distribusi Probabilitas Multivariat di R

Plot R dasar untuk data multivariat

pairs(iris_raw[, 1:4])

plot pairs

  • Plot kurang berguna jika variabel banyak
Distribusi Probabilitas Multivariat di R

Pairs plot dengan warna

pairs(iris_raw[, 1:4], col = iris_raw$Species)

plot pairs per spesies

Distribusi Probabilitas Multivariat di R

Lattice

library(lattice)
splom(~iris_raw[, 1:4], col = iris_raw$Species, pch = 16)

Distribusi Probabilitas Multivariat di R

Menggunakan ggplot

library(ggplot2)
library(GGally)
ggpairs(data = iris_raw, columns = 1:4, mapping = aes(color = Species))

ggplot

Distribusi Probabilitas Multivariat di R

Plot 3D

library(scatterplot3d)
scatterplot3d(iris_raw[, c(1, 3, 4)], color = as.numeric(iris_raw$Species))

3d

Distribusi Probabilitas Multivariat di R

Plot 3D

scatterplot3d(iris_raw[, c(1, 3, 4)], color = as.numeric(iris_raw$Species),pch = 4, angle = 80)

ubah 3D

Distribusi Probabilitas Multivariat di R

Ayo berlatih membuat plot dengan data wine!

Distribusi Probabilitas Multivariat di R

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