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Data Modeling

A collection of 10 posts

Data Modeling Business Intelligence

The Three Types of Fact Tables

A concise tour of one of the basic components of Kimball dimensional data modeling. We explore the three types of fact tables, and then analyze why they have lasted the test of time.

Cedric Chin May 07, 2024
Business Intelligence Data Modeling

How Would An Ideal Semantic Layer Look Like?

Most data practitioners I talked to agree on two things. * We need an abstraction layer to define metrics consistently and rigorously. * We …

Huy Nguyen April 28, 2023
Data Modeling Business Intelligence

A 2020 Reader's Guide to The Data Warehouse Toolkit

Ralph Kimball's classic book The Data Warehouse Toolkit introduce the world to the practice of data modeling. Here's how to read it in 2022.

Cedric Chin August 29, 2021
Data Modeling Business Intelligence

Applying The Principles of Agile to Data Modeling

In our third and final part on Agile Data Warehouse, we take a look at the origins of the Agile Manifesto, from which Corr and Stagnitto took inspiration.

Cedric Chin November 26, 2020
Business Intelligence Data Modeling

A Business Process Worth Measuring

The second part of our series on Agile Data Warehouse Design, a 2011 attempt at applying the principles of agile to the practice of data modeling.

Cedric Chin November 14, 2020
Data Modeling Business Intelligence

First Impressions from Agile Data Warehouse Design

Agile Data Warehouse Design is a 2011 attempt at applying the principles of agile to the practice of data modeling. This is the first post in a series on the ideas from the book.

Cedric Chin October 29, 2020
Data Modeling

Slowly Changing Dimensions (SCDs) In The Age of The Cloud Data Warehouse

What a new approach to slowly changing dimensions tell us about the future of dimensional data modeling.

Cedric Chin April 02, 2020
Business Intelligence Data Modeling

OLAP != OLAP Cube

There's a tendency for people to conflate OLAP with OLAP cube. We take a quick look at how this happens, why it shouldn't, and why it matters if you're a data practitioner.

Cedric Chin February 06, 2020
Business Intelligence Data Modeling

The Rise and Fall of the OLAP Cube

A definitive history of the rise of the OLAP cube, how it's affected our industry, and what comes after.

Cedric Chin January 30, 2020
Using Holistics Holistics Power-ups Data Modeling

Holistics Data Modeling, Explained

Holistics's data modeling layer allows data teams to radically increase their productivity. No repeated queries. Self-serve reports and dashboards. Here's how it works.

Cedric Chin August 07, 2019

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