Replication package for: Beyond Gold, Cocoa and Oil: Economic Complexity, Revealed Comparative Advantage and Diversification Pathways for Ghana

Analytical extract and Python replication code for: Boadu, M. T., "Beyond Gold, Cocoa and Oil: Economic Complexity, Revealed Comparative Advantage and Diversification Pathways for Ghana" (manuscript). The study uses Atlas of Economic Complexity data for 145 economies and 1,241 HS92 4-digit goods over 1995–2024. The package contains the Atlas API extract retrieved on 27 October 2026; the country-product-year panel (5.4 million rows) and the estimation sample (846,409 country-product-window observations); the country and product lists; the full opportunity rankings for 767 candidate products; and Python code for the API queries, the cleaning rules and every table and figure. run_all.py runs the full pipeline in about 25 minutes, and a clean run from the raw extract reproduces all archived tables, results files and figures exactly. README.md maps each table and figure in the paper to its script and output file. Source data: Growth Lab at Harvard University, The Atlas of Economic Complexity (https://atlas.hks.harvard.edu), and International Trade Data (HS, 92), Harvard Dataverse, https://doi.org/10.7910/DVN/T4CHWJ. Licences: code under MIT; computed data and results under CC BY 4.0.