question archive What are the differences between structured, semi-structured, and unstructured data?

What are the differences between structured, semi-structured, and unstructured data?

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What are the differences between structured, semi-structured, and unstructured data?

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Unstructured Data Structured Data Semi Structured Data
It includes text and multimedia content It concerns all data which can be stored in database SQL in table with rows and columns Semi-structured data is information that doesn’t reside in a relational database but that does have some organizational properties that make it easier to analyze
It represents above 80% of world's data It represents above 5-10% of world's data It represents above 10-15% of world's data
For example images, videos, sonar data, satellite images... comes under unstructures data SQL, tables, databases... comes under structured data. JSON, CSV, XML comes under semi structures data.
This type of data cannot be processed easily. It requires various algorithms to get processed This data can be processed very easily as they contain a relational key to map the data. The semi structured data is easy compute but mapping them take less time when compared to unstructured data.