Any given item can be bought and sold on eBay, and these 1.2 billion listings generate an enormous amount of data ripe for analysis. To tap into the vast item data, eBay created an internal search and product recommendation tool for their internal analysts and data scientists. To manage this incredibly dynamic data the team couldn’t rely on a single data schema to capture the complex relationships within their inventory. Rather, eBay’s Knowledge Graph future-proofs the data analytics process by easily accepting new data sources and changes to the schema, enabling continuous analysis on the most up-to-date data.

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