Pythonomics: Build Economic Models, Simulations, and Analytics Tools with Python: Harness the power of Python to master economics, model complexity, and build intelligent analytical tools.

by Hayden Van Der Post, Alice Schwartz (Editor), Johann Strauss

Reactive PublishingHarness the power of Python to master economics, model complexity, and build intelligent analytical tools.
Pythonomics is your hands-on guide to building powerful, real-world economic simulations, financial models, and predictive analytics using Python. Whether you're an economist, data scientist, or programmer, this book bridges the gap between theory and execution—arming you with code-first solutions for macroeconomics, microeconomics, game theory, behavioral economics, and more.

Inside, you'll learn how

Construct dynamic economic models with NumPy and pandas

Simulate markets, supply chains, and pricing behavior

Analyze economic data with machine learning and statistical inference

Build agent-based models and game simulations

Visualize complex systems with Matplotlib and Plotly

Apply real-time economic forecasting using Python libraries

Designed for professionals and advanced learners, Pythonomics gives you the toolkit to go beyond spreadsheets and unlock a scalable, programmable approach to economic insight.

974 pages, Kindle Edition

Published May 5, 2025