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Data - Coggle Diagram
Data
Database
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Data types
Handles structured data
Financial records, customer info, inventory
Query
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NoSQL (JSON, BSON) for non-relational database
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ACID (Atomicity, Consistency, Isolation, Durability)
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Data Warehouse
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Storage
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Use ETL (Extract, transform, load) processes to integrate data from different sources
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Data Lake
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Structure
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Supports schema-on-read, data structure applied at time of analysis
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Data types
Both structured and unstructured (text, images, videos, sensor)
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Performance
For large-scale data ingestion and flexible, ad-hoc analysis
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