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Difference between Data WareHouse and Data Mart

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Aspect Data Warehouse Data Mart
Definition Centralized repository for integrated, historical, and large-scale data from various sources. Subset of a data warehouse, containing specific data for a particular business unit or department.
Purpose Supports enterprise-wide reporting and analytics. Focused on addressing the needs of a specific business unit or department.
Data Scope Stores vast amounts of data from multiple sources and business areas. Contains a subset of data, typically related to a single business function or department.
Data Integration Integrates data from various sources, including ETL (Extract, Transform, Load) processes. Contains data specific to a particular business area, often with simpler integration requirements.
Granularity Contains detailed and summarized data for extensive analysis. Typically contains more detailed, granular data relevant to its specific business area.
Performance Designed for complex queries and high-performance analytics. Optimized for quick retrieval and reporting specific to its designated business area.
Maintenance Requires significant maintenance and resources due to its size and complexity. Easier to maintain and manage due to its smaller size and focused scope.
Scalability Scales to handle large volumes of data and complex queries across the enterprise. Scalable to meet the needs of a particular business unit or department.
Accessibility Accessed by users from various departments across the organization. Primarily accessed by users within the specific business unit or department.
Data Governance Typically has a centralized data governance strategy and standards. May have its own data governance practices tailored to its specific business needs.
Cost Often more expensive to build and maintain due to its size and complexity. Generally less expensive to build and maintain compared to a full data warehouse.
asked Sep 7, 2023 by (98.9k points) Difference between Data WareHouse and Data Mining

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