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Data Modeling and Schema Design in MongoDB

Afzal Badshah, PhD
5 min readMay 8, 2024

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Data modelling and schema design are pivotal aspects of MongoDB database management, crucial for structuring data effectively to meet application requirements. In this tutorial, we’ll explore the fundamentals of data modelling and schema design in MongoDB through practical examples set in a Pakistani context.

Data Model Design

Modeling in NoSQL refers to the process of designing how data will be structured and organized within a NoSQL database. Unlike traditional relational databases, NoSQL databases offer more flexibility in terms of data modeling, allowing for different types of data models to cater to varying use cases and requirements. There are several types of NoSQL data models:

Document-based Model
In a document-based model, data is stored as flexible, JSON-like documents within collections. Each document represents a single record or entity, and documents within the same collection can have different structures. This flexibility enables the storage of heterogeneous data and facilitates the representation of complex relationships between data elements.

{
"_id": ObjectId("60a1be3d9f53b5eeeb9c4e5a"),
"username": "john_doe",
"name": "John Doe",
"email": "john@example.com",
"age": 30,
"posts": […

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Afzal Badshah, PhD
Afzal Badshah, PhD

Written by Afzal Badshah, PhD

Dr Afzal Badshah focuses on academic skills, pedagogy (teaching skills) and life skills.

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