Flagship Atlases
Value Chain Sankeys โ Tech (2022)
Value Chain Sankeys โ Raw Materials (2022)
Value Chain Dendrites (Process of Production)
Predicted Competitiveness
Firm Production (ORBIS)
Intelligence Report & ML Pipeline
Data Downloads
Brazil Bilateral Trade
403K rows ยท 1995โ2024 ยท 10 techs
.parquet
2.5MB
2.5MB
Brazil Bilateral Trade
Same as above, gzipped CSV
.csv.gz
2.8MB
2.8MB
Brazil Unilateral Aggregates
By tech/stage/year
.csv
192KB
192KB
Brazil Trade Composition 2024
Export share by product ร tech
.csv
36KB
36KB
PC Scores โ All Countries
155 countries ยท 10 techs ยท 2003โ2023
.csv
1.9MB
1.9MB
PC Feature Importance
SHAP values per tech
.csv
48KB
48KB
Green Dictionary
605 HS6 codes โ tech/role/stage
.csv
112KB
112KB
Brazil Firms (ORBIS aggregate)
Count by tech/region โ no firm names
.csv
40KB
40KB