- Structured data is highly organized, like tables in a relational database with defined columns.
- An example is customer records stored in a CRM system.
- Semi-structured data has some structure but is more flexible, like JSON or XML files.
- We used JSON API responses for system integrations in one project.
- Unstructured data has no fixed format, such as emails or customer feedback text.
- We analyzed survey comments to identify common customer issues.
- Each data type requires different tools and handling approaches.
What are structured, semi-structured, and unstructured data?
Updated on December 31, 2025
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