Data Attribution

Proper attribution for the data sources used in this project.

Data Sources and Attribution

The data and visualizations on DataSupplyHub draw inspiration from the following sources:

World Bank Open Data

GDP per capita figures and economic classifications are inspired by data from the World Bank.
https://data.worldbank.org/

UN Comtrade Database

Trade data and export categories draw inspiration from the United Nations Comtrade Database.
https://comtrade.un.org/

Natural Earth

Geographic data and mapping resources are based on Natural Earth public domain map data.
https://www.naturalearthdata.com/

React Simple Maps

The interactive map visualizations utilize the React Simple Maps library.
https://www.react-simple-maps.io/

Important Disclaimer

This is a personal project by Richard Knoche for understanding the world through data. The information presented is simplified for visualization purposes and should not be considered accurate or comprehensive. Data has been adapted and reorganized to make patterns more visible and does not claim to accurately represent official statistics.

If you believe any attribution is missing or incorrect, please contact me through the provided channels.