Product Space Networks

The Product Space layout is provided in CSV format. The node data (umap_layout_hs92.csv) contains product codes, (X, Y) coordinates, and cluster names. The coordinates represent UMAP embeddings of a proximity matrix, where distances between products are meaningful and represent their relatedness based on whether products are co-exported by countries. Products have also been clustered into knowledge clusters based on co-export patterns. The edge data (top_edges_hs92.csv) is an adjacency list with source and target fields matching the product codes, used to show top relatedness links between products for visualization purposes. Note that the node positions in the node data consider the entire proximity matrix, while the edge data only shows the top relatedness links for visualization purposes. The layout has been optimized for visualization, with uninformative links removed. A data dictionary for this repository describing columns within these files can be found under \"product_space_data_dictionary.csv\".