Microsoft Azure Data Fundamentals DP-900 Practice Question
Your team stores application log files in Azure Blob Storage, with each log entry formatted as a JSON document containing key-value pairs that can vary between records. When cataloging this dataset, which classification best describes the JSON log files?
Semi-structured data, because the JSON format stores a flexible, self-describing schema with the data itself.
Unstructured data, because blobs in Azure do not enforce any schema on the stored files.
Binary data, because the log files are stored as objects in blob storage like images or videos.
Structured data, because each JSON entry could be loaded into relational tables after transformation.
JSON documents embed a flexible, self-describing structure using key-value pairs that may differ across records. Such data is not strictly tabular, yet it contains tags and delimiters that provide partial structure, so it is classified as semi-structured. Structured data would enforce a fixed schema (for example, relational tables). Unstructured data lacks an inherent schema and does not use tags to describe its elements, while a binary classification is reserved for data such as images or audio rather than text-based JSON.
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Microsoft Azure Data Fundamentals DP-900
Describe core data concepts
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