Having worked on Azure Cosmos DB and being a founding member of Azure Synapse Analytics, I have had the chance to work deeply across transactional and analytics workloads. Below I will share some scenarios that make analytics over JSON necessary and explain how a data platform can best support analytics in modern applications with JSON. The History of JSON with Analytics JSON, or JavaScript Object Notation, is a popular data format for web and mobile applications due to its simplicity and ease of use.

However for web applications, JSON is the most important format, and being able to have good analytics and machine learning performance where the data is born is key.

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