Unlocking the World of Business Intelligence with SQLBI

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Introduction : ·         In the current data-centric world, Business Intelligence (BI) is integral to transforming raw data into actionable insights, guiding organizations toward informed decision-making.  ·         Among the prominent educational platforms for mastering BI,  SQLBI  stands out for its focus on Microsoft technologies like Power BI, DAX (Data Analysis Expressions), and SSAS Tabular.  ·         This guide delves deep into how SQLBI can serve as an invaluable educational resource, helping both educators and learners build practical and theoretical knowledge of BI. What is SQLBI? ·         SQLBI is an educational platform dedicated to the study and application of Business Intelligence, particularly focused on Microsoft technologies. ·         Founded by renowned experts M...

Database Structure with Designing

ER Model (Entity Relationship Model)

  • The Entity-Relationship (E/R) Model is a fundamental concept used in database design to visually represent data and their relationships. 
  • It serves as a blueprint for designing databases by modeling real-world entities, their attributes, and the relationships between them. 
  • The E/R model simplifies the process of understanding and designing the structure of data before implementation in a Database Management System (DBMS).
  • Key components of the E/R (Entity-Relationship) Model
  • Entities


    • Definition
      •  An entity represents a real-world object or concept that has a distinct existence in a system. It is typically a noun and forms the primary data point in an E/R model.
    • Sub-components:
      • Entity Type
        • The category or class of the entity (e.g., Customer, Product, Employee).
      • Entity Instance
        • A specific example of an entity (e.g., John Doe is an instance of the Customer entity).
      • Weak Entity
        • An entity that cannot be uniquely identified by its own attributes and relies on another entity (called the strong entity).
      • Strong Entity
        • An entity that can be uniquely identified by its own attributes, independent of other entities.
  • Attributes
  • Definition
    •  Attributes describe properties or characteristics of entities or relationships. They hold the actual data.
  • Sub-components:
    • Simple Attribute
      • Cannot be divided further (e.g., Age, ID).
    • Composite Attribute
      • Can be divided into sub-parts (e.g., Full Name can be divided into First Name and Last Name).


    • Derived Attribute
      • An attribute whose value can be derived from other attributes (e.g., Age can be derived from Date of Birth).


    • Multivalued Attribute
      • Can hold multiple values (e.g., Phone Numbers for a Customer).


    • Key Attribute
      • Uniquely identifies an entity in the entity set (e.g., Employee_ID).


      • Primary Key: The main unique attribute used to identify instances of an entity (e.g., Student_ID).
      • Candidate Key: Any attribute that could serve as a primary key.
      • Foreign Key: An attribute that creates a relationship between two entities, linking the primary key of another entity.
  • Relationships
    • Definition
      •  Relationships define how two or more entities are associated with each other. They are typically verbs.


    • Sub-components:
      • Relationship Type
        • The nature of the relationship between entities (e.g., enrolls, orders, teaches).
      • Cardinality
        •  Specifies the number of instances of one entity that can be associated with another entity.
        • One-to-One (1:1): One instance of an entity is associated with one instance of another entity.


        • One-to-Many (1:M): One instance of an entity is associated with multiple instances of another entity.


        • Many-to-Many (M:M): Multiple instances of one entity are associated with multiple instances of another entity.


      • Degree of Relationship: The number of entity types involved in a relationship (binary, ternary, etc.).
  • Primary Key
    • Definition
      •  A primary key is a unique attribute (or a set of attributes) that identifies each entity instance in an entity set.
    • Sub-components:
      • Single Attribute Key: A primary key made up of one attribute (e.g., Student_ID).
      • Composite Key: A primary key made up of multiple attributes (e.g., Order_ID and Product_ID together form the primary key for an Order entity).
  • Foreign Key
    • Definition
      •  A foreign key is an attribute in one entity that refers to the primary key of another entity to create a relationship between the two entities.
    • Sub-components:
      • Referential Integrity: Ensures that a foreign key value always points to a valid primary key in the referenced table.
      • Cascading Actions: Define what happens to the foreign key when the related record in the primary key table is updated or deleted (e.g., Cascade Delete, Cascade Update).
  • Cardinality (Participation)
    • Definition
      •  Specifies the number of instances of one entity that can be associated with instances of another entity.
    • Sub-components:
      • One-to-One (1:1): One entity is associated with one other entity (e.g., Person to Passport).
      • One-to-Many (1:M): One entity is associated with multiple instances of another (e.g., Teacher to Students).
      • Many-to-Many (M:M): Multiple instances of one entity are associated with multiple instances of another (e.g., Students to Courses).
  • Participation Constraints
    • Definition
      • Constraints that define whether all or only some entity instances participate in a relationship.
    • Sub-components:
      • Total Participation: Every instance of the entity must participate in the relationship (e.g., every Employee must be assigned a Department).
      • Partial Participation: Some instances of the entity participate in the relationship (e.g., some Students may be enrolled in Clubs).
  • Weak Entity and Identifying Relationship
    • Definition
      • A weak entity is an entity that cannot be uniquely identified by its attributes alone. It depends on another entity (strong entity) for its existence.
    • Sub-components:
      • Identifying Relationship: The relationship between a weak entity and its strong entity that links them. This relationship helps define the weak entity’s existence (e.g., Dependent is a weak entity, and its identifying relationship with Employee is that the Dependent is associated with the Employee).

Symbols of Key Components in the E/R Model


What is E/R Diagram?

  • An Entity-Relationship (ER) Diagram is a visual representation of the data model of a system, illustrating the relationships between different entities within that system. 
  • It is widely used in database design to provide a blueprint for how data will be structured, stored, and accessed in a database.

Purpose of E/R Diagram:

  • ·        To serve as a conceptual framework for designing databases.
  • ·        It helps in visualizing how data will be stored, organized, and interconnected.
  • ·        ER Diagrams help ensure that the relationships between data are logical and meet the business requirements before creating the physical database.

Example of Library Management System
Entity and Attribute:
  • Books
    • Book_id (Primary Key)
    • Author
    • Title
    • Price
    • Available
  • Publisher
    • Pub_id (Primary Key)
    • Address
    • Name
  • Borrow By
    • Due Date
    • Rtrn Date
    • Issue
  • Member
    • Mem_id (Primary Key)
    • Mem_name
    • Mem_type
    • Address
    • Name
    • Expiry Date





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