I used UNCTAD’s Merchandise Trade Matrix, to visualize sectoral trade networks. Still a work in progress. I used excel and STATA to clean the data, and then I used Gephi to project the network.
https://github.com/carlaint/IMF-Trade-Networks/blob/master/README.md