Useful references

Harvey Mudd College

Author

Prof. Gabe Hope

Published

August 1, 2024

Textbooks

Statistics and Data Science

R for Data Science (Python port)

Modern Data Science with R

Python for Data Analysis

Introduction to Modern Statistics

Data Visualization

Data Visualization: A Practical Introduction

The Visual Display of Quantitative Information

Visual Explanations

Visual Analysis and Design

Information Visualization: Perception for Design

The Grammar of Graphics

ggplot2: Elegant Graphics for Data Analysis

Papers

Visualization and Perception

Challenger Disaster (From Visual Explanations)

Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design

Narrative Visualization: Telling Stories with Data

Automating the Design of Graphical Presentations of Relational Information

Graphical Perception and Graphical Methods for Analyzing Scientific Data

A Layered Grammar of Graphics

Useful Junk? The Effects of Visual Embellishment on Comprehension and Memorability of Charts

Beyond Memorability: Visualization Recognition and Recall

Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps

ISOTYPE Visualization – Working Memory, Performance, and Engagement with Pictographs

Courses

Data Visualization

Data Visualization (UW)

Advanced Data Visualization (Duke)

Data Communication and Visualization (St Thomas)

Communicating with Data (Smith)

People

Hadley Wickham

Nigel Holmes

Edward Tufte

Mona Chalabi

Robert Kosara

Blogs and articles

The Architecture of a Data Visualization

The death of interactive infographics?

The parable of polygons

One pixel wealth

Perception in visualization

XYZ Color Space