Effective data visualizations are a powerful way to distill key insights — and I’m a big fan of a well-crafted graph!

 

Over time, my work has given me the chance to engage deeply with data, resulting in visualizations that (I believe) offer compelling perspectives on education policy in low- and middle-income countries, as well as research methods. I'm sharing some of my favorites here and will update the page regularly with new additions.

 

These visualizations cover a range of topics, including impact evaluation and methodology, language of instruction policies, systemwide variation in learning outcomes, and other themes — mostly related to foundational literacy and numeracy.

 

To learn more about a specific visualization, simply click on it to see a brief description and, where relevant, a link to the source. I hope you find them both enjoyable and insightful!