How to cite this project:
Mendez C. (2026) Data Science for Development Studies: An Open Collection of Computational Notebooks and Apps. Zenodo. https://doi.org/10.5281/zenodo.15250204 Website: https://cmg777.github.io/ds4ds
Contribute and provide feedback at https://github.com/cmg777/ds4ds
- Mendez C. (2024) Gapminder introduction to data science using Python
- Mendez C. (2025) Gapminder introduction to data science using Julia
- Mendez C. (2026) Gapminder introduction to data science using R
- Mendez C. (2025) Introduction to statistical differences and relationships using Python
- Mendez C. (2025) Statistics is about differences, relationships, and predictions
- Mendez C. (2024) Descriptive statistics and multi-boundary mapping using Python
- Mendez C. (2025) Use regressions to explore relationships using Python
- Mendez C. (2025) Introduction to growth equations using Python
- Mendez C. & Leiva F. (2023) The Solow growth model and its convergence prediction using Python
- Mendez C. (2023) The Solow growth model and its convergence prediction using R
- Mendez C. (2021) Convergence clubs in labor productivity and its proximate sources using R
- Mendez C. (2025) Introduction to directed acyclical graphs (DAGs) using R
- Mendez C. (2024) Heterogeneous treatment effects via two-stage DID using R
- Mendez C. (2025) Synthetic control explorer: Estimate counterfactuals with weighted combinations of control units
- Mendez C. (2025) Introductory machine learning for econometrics: Exploring the Mincer equation in Python
- Mendez C. (2025) An interactive app to learn SHAP plots with XGBoost predictions
- TBA
- TBA
- Mendez C. (2025) Regional dynamics of luminosity-based GDP using Google Earth Engine
We're using Github Discussions as a place to connect with other members of our community. Join the discussion at https://github.com/cmg777/ds4ds/discussions
Join our public events for training sessions and to design prototype computational notebooks and apps. Events are announced on Luma: https://luma.com/cmg
Editor: Carlos Mendez — Associate Professor, Nagoya University, Japan
Contributors: Favio Leiva Cardenas — PhD Student, Nagoya University, Japan