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Kelly's Data Modeling Manual

Welcome to Kelly’s Data Modeling Manual! This guide should give you a solid foundation for building out your app, and avoiding the pitfalls most users get wrong when they first start building.

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Common Data Modeling Scenarios

A series of detailed guides detailing how I handle the most common scenarios in Bubble apps - especially the trickier ones that new users typically get wrong. It will walk you through what it is, how I do it, and why. The goal is to set up your data structure so that your app can scale more easily and perform better.

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Core Concepts

Some higher-level thoughts on how to approach data modeling, specifically for Bubble.
Go there:

Quick Note: Throughout this document, you may see see the 🔒 icon, especially related to suggested fields on a data type. This indicates that that field is there to allow for effective privacy rules.


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This guide was created by Kelly Claus, freelance Bubble Developer, Designer, Coach & Educator. Learn more about Kelly (and hire her!) at:

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