Data Science for Economic and Social Issues

Author

Anna Ziff

Published

June 19, 2025

Preface

cover image for Data Science for Economic and Social Issues: Notes for ECON470 at Texas A&M University by Anna Ziff

This website contains the notes for ECON 470: Data Science for Economic and Social Issues taught at Texas A&M University. This course includes instruction in:

  • using R, and by extension computer programming tenets;

  • the responsible use and management of data including data cleaning and description;

  • methods in causal analysis that economists, policymakers, and decision-makers rely on to draw conclusions, not only about the world, but also about how to make changes in the world.

These notes are designed to be used alongside Charles Wheelan’s book, Naked Statistics: Stripping the dread from the data, and other materials available on Canvas.

In preparing these materials, I referred to several online resources. This includes both for content and for practice exercise ideas. At the end of each chapter, I list the resources I used. I thank Xinqi Xu for creating this website and ensuring that it meets accessibility requirements. All errors are my own. Please email me (aziff “at” tamu.edu) so that I can rectify them.