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HomeHomework Helpcomputer-scienceData Modeling

Data Modeling

The process of creating a conceptual representation of data, including entities, attributes, and relationships, to support effective data management and analysis, as seen in the Maestro Data Model

intermediate
5 hours
Computer Science
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Overview

Data modeling is a vital process in the field of data management, allowing organizations to visualize and structure their data effectively. By defining entities, attributes, and relationships, data models provide a clear framework for understanding how data interacts within a system. This clarity is...

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Key Terms

Entity
An object or concept that can have data stored about it.

Example: A 'Customer' entity may have attributes like name and address.

Attribute
A property or characteristic of an entity.

Example: The 'age' of a 'Person' entity is an attribute.

Relationship
A connection between two or more entities.

Example: A 'Customer' can place multiple 'Orders', indicating a one-to-many relationship.

Normalization
The process of organizing data to minimize redundancy.

Example: Splitting a 'Customer' table into 'Customer' and 'Address' tables.

Data Integrity
The accuracy and consistency of data over its lifecycle.

Example: Ensuring that a customer's address is updated in all relevant tables.

Schema
A blueprint of how data is organized in a database.

Example: A database schema defines tables, fields, and relationships.

Related Topics

Database Design
The process of defining the structure of a database, including tables, fields, and relationships.
intermediate
SQL Queries
Learning how to retrieve and manipulate data in a database using SQL language.
intermediate
Data Warehousing
The storage of large amounts of data for analysis and reporting, often involving complex data models.
advanced

Key Concepts

EntitiesAttributesRelationshipsNormalization