Data Analysis and Visualization | BSc DBA: Course contents

Chapter 0. Course Description

Big picture
Background and goals
Course contents and schedule
Logistics
Communication and tutoring
Course assessment
Example of final project

Chapter 1. Fundamentals of Statistical Graphs

Introduction to DataViz
Graphical Integrity
Graphical Perception
Principles of Graphical Representation

Chapter 2. The Grammar of Graphs in R

Building Graphs Layer by Layer
Scales and Guides
Coordinate Systems
Faceting
Themes
Annotations
Arranging Plots

Chapter 3. Exploratory Data Analysis in R

Types of Data
Catalog of Graphs and Applications
- Distribution Graphs
- Correlation Graphs
- Ranking Graphs
- Part of a Whole Graphs
- Evolution Graphs

Chapter 4. Advanced Visualization and Communication

Geospatial Analysis
- Maps
Network Analysis
- Flow Charts
Other Resources
Reproducible Documents

Chapter 5. Use Cases in Statistics

Reuse

Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".