question archive 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?
Answer:
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. |