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/Max

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)