sherifscript on September 25, 2023 9:28 pm **Source:** [Außenhandel, Ranking of Germany’s trading partners in foreign trade 2022](https://www.destatis.de/EN/Themes/Economy/Foreign-Trade/Tables/order-rank-germany-trading-partners.pdf?__blob=publicationFile) **Tools:** Python for data wrangling. Figma for visualization.
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**Source:** [Außenhandel, Ranking of Germany’s trading partners in foreign trade 2022](https://www.destatis.de/EN/Themes/Economy/Foreign-Trade/Tables/order-rank-germany-trading-partners.pdf?__blob=publicationFile)
**Tools:** Python for data wrangling. Figma for visualization.