Data Visualization Fundamentals

Purpose of Visualization

Choosing Appropriate Charts

Visual Perception

Color Theory

Design Principles

plot() Function

hist() Function

boxplot() Function

barplot() Function

Graphics Parameters

Multiple Plots

Grammar of Graphics

ggplot2 Philosophy

Layer-based Approach

Aesthetic Mappings