STAT 281

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Data Visualization

Statistics College of Computational, Mathematical, & Physical Sciences

Course Description

Fundamental principles of data visualization; chart types and when to use them; design of clear and meaningful visualizations from complex data; reproducible creation of static and interactive visualizations; development of portfolio of charts and graphs; use of appropriate visualization tools; communication of insights, observations, and results.

When Taught

Winter

Credit Hours

Fixed

Lecture Hours

Fixed

Lab Hours

Learning Outcomes

Title

Exploratory Data Analysis

Learning Outcome

Explore data through visualization. (Supports Program Outcome: Skill in fitting statistical models)

Title

Critique

Learning Outcome

Evaluate existing visualizations by identifying excellent presentations as well as limitations, misrepresentation, and bias. (Supports Program Outcome: Skill in fitting statistical models, Communication skills)

Title

Design

Learning Outcome

Choose appropriate visualization format based on data, audience, and goals. (Supports Program Outcome: Skill in fitting statistical models, Communication skills)

Title

Create

Learning Outcome

Create commonly-requested static and interactive data visualizations. (Supports Program Outcome: Skill in fitting statistical models)

Title

Refine

Learning Outcome

Iterate and test to improve utility of a visualization. (Supports Program Outcome: Skill in fitting statistical models)

Title

Communication

Learning Outcome

Tell compelling stories with data. (Supports Program Outcome: Communication skills, Professional preparation)

Title

Authentic

Learning Outcome

Use authentic data sources, including large and complex datasets. (Supports Program Outcome: Computing skills, Professional preparation)

Title

Portfolio

Learning Outcome

Create a portfolio of data visualizations. (Supports Program Outcome: Computing skills, Professional preparation)

Title

Tools

Learning Outcome

Select appropriate tools for building visualizations, and gain skills to evaluate new tools. (Supports Program Outcome: Computing skills, Professional preparation)