Show Your Work! Computational Notebooks for Educators

“Show Your Work!” is a suite of free, web-based introductory Jupyter Notebooks designed for K-12 educators and curriculum designers with little to no prior programming experience. Built on learning sciences principles, the project introduces computational notebooks as epistemic tools, letting teachers experience firsthand what it feels like to conduct notebook-based computational data investigations in specific subject domains. Each notebook introduces a “bundle” of data and statistics ideas, code, and content that focus on specific kinds of subject area analyses such as time series analysis, descriptive statistics, spatial analysis, and more.

Intended Audience & Use Case: Designed for K-12 teachers, teacher educators, and curriculum developers. It can be used as a professional development resource or curriculum guide to help educators envision how to integrate Python and R notebooks into science, math, and humanities classrooms.

Available Notebook Modules

• Intro to Jupyter Notebooks (Python / R)
• Center and Spread Statistics Demo (Python / R)
• Time Series Analysis Demo (Python / R)
• Spatial Analyses Mapping Demo (Python / R)