Keith Soura and Peter Goodings Swartz, Accounts & Innovation, Panjiva, Inc./Data Scientist, Panjiva, Inc.

This talk will provide an overview of the data science required to cluster and aggregate transaction-level records without unique identifiers across a network of businesses, our experience communicating actionable information to customers through data visualizations, and what we learned from work with governments and trade organizations to access trade data.

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