About

What is The Atlas of Economic Complexity?

The Atlas of Economic Complexity is an award-winning data visualization tool that allows people to explore global trade flows across markets, track these dynamics over time and discover new growth opportunities for every country. Built at the Harvard Kennedy School of Government, The Atlas is powered by Harvard's Growth Lab's research and is the flagship tool of The Viz Hub, the Growth Lab's portfolio of visualization tools.

The Atlas places the industrial capabilities and knowhow of a country at the heart of its growth prospects, where the diversity and complexity of existing capabilities heavily influence how growth happens. The tool combines trade data with synthesized insights from the Growth Lab's research in a way that is accessible and interactive. As a dynamic resource, the tool is continually evolving with new data and features to help answer questions such as:

  • What does a location import and export?
  • How has its trade evolved over time?
  • What are the drivers of export growth?
  • Which new industries are likely to emerge in a given location? Which are likely to disappear?
  • What are the GDP growth prospects of a given country in the next 5-10 years, based on its productive capabilities?

The original online Atlas was launched in 2013 as a companion tool to the book, The Atlas of Economic Complexity: Mapping paths to Prosperity. Today, The Atlas is used worldwide by policymakers, investors, entrepreneurs, and academics as an important resource for understanding a country's economic structure.

Our Team

Led by Ricardo Hausmann, The Atlas is the result of a multi-year, interdisciplinary collaboration between the Growth Lab's Digital Development & Design Team, researchers, staff, and a rich network of alumni.

Today, The Atlas team includes:

Web Development & Data Visualization

Brendan LeonardSenior Back-End & Data Developer

Brendan leads the development of The Atlas data pipeline and API architecture. He works to create technical solutions for new Atlas features implementing research-driven concepts. He is also responsible for managing the cloud-based server and database infrastructure of The Atlas. He holds degrees in government studies and economics from Harvard University and UNC-Chapel Hill.

Ellie JacksonBack-End & Data Developer

Ellie builds, maintains and optimizes the back-end architecture and infrastructure of The Atlas. She also contributes to the acquisition and analysis of various Atlas datasets. Ellie has a master's degree in computational analysis and public policy from the University of Chicago's Harris School.

Nil TuzcuSenior UX/UI & Data Visualization Designer

Nil leads The Atlas design vision including the creation of new features, enhancements and the integration of new research. Before joining the Growth Lab, Nil worked as a research fellow at MIT's Department of Urban Studies and as a research associate at Harvard Graduate School of Design. She holds a master's degree from Cornell University and was a SPURS Fellow at MIT (2014-2015).

Robert ChristieFront-End Developer

Robert is responsible for the front-end development of The Atlas. He architects and implements interactive interfaces and visualizations with an emphasis on cartography.

Tammy ZhangFront-End Developer

Tammy supports the front-end development and maintenance of The Atlas. Previously, she has collaborated with researchers in a variety of fields to communicate their work through interactive data visualization. Tammy holds a bachelor's and master's degree in information science from Cornell University.

Product Team

Annie WhiteDirector, Software Tools

Annie oversees the strategy and creation of The Atlas, from research to design, development, and launch. Prior to her work at the Growth Lab, Annie was a Director of Digital Product at Sustainalytics, an ESG research and consulting firm. She is interested in the application of software tools to positively impact economic development, equity, and the public interest.

Chuck McKenneyDirector, Communications and Outreach

Chuck is the Associate Director of Communications & Outreach at Harvard's Growth Lab. Chuck has more than 20 years experience in broadcast, digital and print communications and has worked for academic, media, corporate, and nonprofit organizations.

Research Team

Muhammed YildirimResearch Director, Academic Research

Muhammed is a physicist turned economist from Turkey. He worked on the theory behind The Atlas, determining optimal ways to calculate many of The Atlas variables. He co-developed The Atlas methodology, the data cleaning code and contributed in the preparation of The Atlas book.

Sebastian BustosSenior Research Fellow

Sebastian is a Research Fellow at the Center for International Development at Harvard University and a Doctoral candidate in Public Policy at Harvard University. His research interests are the development of the private sector and how governments can solve market failures to accelerate the process.

Shreyas Gadgin MathaSenior Computational Social Scientist

Shreyas applies a computational lens to questions in economics. His research interests center around understanding complex socio-economic systems, from labor markets and innovation ecosystems to international trade, using non-traditional data sources such as satellite imagery, textual data, and networks.

Tim ChestonSenior Manager, Applied Research

Tim is a Research Fellow at the Center for International Development at Harvard University. His research interests focus on the intersection of social policy and economic policy, including the use of growth diagnostics to unlock structural transformation processes.

Atlas Alumni

Mali Akmanalp

Mali is a software engineer from Turkey. He worked on data updates for the original Atlas, while optimizing its performance and reliability. In the development of Atlas 2.0, Mali built the data ingestion pipeline, the back-end architecture and other infrastructure like the automated deployment setup.

Michele Coscia

Michele is an assistant professor from Italy. He teaches network analysis and data visualization at the IT University of Copenhagen. His research interests involve applying network science to economic development, human mobility, and understanding governments. He worked on the visualizations and the network analysis of the original Atlas book.

Steven Geofrey

From 2022-2023, Steven led the front-end development of various Atlas initiatives including the rebuilding of the Atlas front-end architecture, user interface and data visualizations.

Quinn Lee

Quinn was a developer on the first version of the Atlas as well as on CID's sub-national Atlas projects for Columbia, Mexico, and Peru.

Ben Leichter

Ben was an intern on the first version of the Atlas. He was responsible for updating the user interface and creating static and interactive design assets for both the Atlas and CID.

Huy Nguyen

Between 2017 - 2019 Huy designed the Atlas front-end architecture, implemented the user interface and visualizations and created a sophisticated build pipeline to bundle assets efficiently. He's passionate about making beautiful, engaging and high-performance web applications using the latest web technologies.

Katherina Nguyen

Kat led the design vision, developed interactive prototypes and supported launch activities in the development of Atlas 2.0. She also applied her design techniques and processes to support various CID research initiatives.

Greg Shapiro

Greg led development of the first version of the Atlas and the launching of localized projects for Mexico, Colombia, and Peru.

Kyle Soeltz

Kyle was a front-end developer for the Atlas, responsible for implementing user interface features, data visualizations, and collaborating with research, design and data counterparts.

Romain Vuillemot

Romain is a Data Visualization Researcher from France. He worked on improving the user experience of The Atlas of Economic Complexity. Romain published several research papers to improve The Atlas ranking navigation using novel interaction techniques, and visualization using text-based search.

Gus Wezerek

Gus is a visual journalist. He supported the design and development of The Atlas in 2015.

Media & Outreach

The Atlas has reached more than 2 million people and has active users in almost every country worldwide.

The Atlas has been featured in various media outlets including the New York Times, Wall Street Journal, Washington Post, Bloomberg, Financial Times and the Harvard Gazette and was short-listed for an Information is Beautiful Award in 2018 and 2019.

For media inquiries, contact Chuck McKenney.

Harvard's Growth Lab

Located at the Harvard Kennedy School, the Growth Lab works in the pursuit of inclusive prosperity and a quality of life for everyone that we know is achievable. It places increased economic diversity and complexity at the center of the growth story and uncovers how places move into industries that offer increased productivity.

For more information on the Growth Lab, find us on X or subscribe to our quarterly newsletter. For direct inquiries, contact Chuck McKenney.

Support our Mission

The Atlas of Economic Complexity is made possible through the support of organizations that align with our mission to advance inclusive growth and prosperity. To learn more about how you can support the Growth Lab and The Atlas, please email Executive Director, Andrea Carranza.

Contact Us

Whether you'd like to request an Atlas demo, ask a question about the data, report a problem or learn more about working with us, we're happy to help. Please email us at growthlabtools@hks.harvard.edu

  • What is The Atlas of Economic Complexity?
  • Our Team
  • Media & Outreach
  • Harvard's Growth Lab
  • Support Our Mission
  • Contact Us

Explore more Growth Lab work

The Growth Lab

79 JFK St. | Cambridge, MA 02138
growthlab@hks.harvard.edu

Atlas

  • Home
  • Explore
  • Countries
  • Data
  • Learn
  • About

Connect with us

Copyright © 2026 The President and Fellows of Harvard College | Privacy | Accessibility | Digital Accessibility | Report Copyright