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TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

5 Clicks to Wow: How Changing Data Types Can Quickly Optimize Your Power BI Model

Optimizing Power BI semantic model doesn’t always have to be a daunting and time-consuming task. You can often celebrate many quick and easy wins!

6 min readOct 4, 2024

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A few weeks ago, I was tasked with optimizing a slow-performing Power BI report. Of course, there can be dozens of reasons why your Power BI report performs slow, but in this post, I want to share with you the “low-hanging fruit” and how you can significantly improve Power BI semantic models by applying some very simple optimization techniques.

Setting the stage

For demo purposes, I’ll be using a fact table that contains the data about chats performed by a customer support department of the fictitious company Customer First. This table includes approximately 9 million rows, which is not considered a large table in the context of Power BI and analytical workloads. For the sake of simplicity, let’s pretend that our model consists of only this single table. Finally, a semantic model is configured as an Import mode model. If you want to learn how your data is stored in Power BI, I suggest you start by reading this article first.

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TDS Archive
TDS Archive

Published in TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

Nikola Ilic
Nikola Ilic

Written by Nikola Ilic

Data Mozart — Make Music from your Data!| data-mozart.com | @DataMozart | Microsoft Data Platform MVP | Power BI Addict | Blogger, speaker, learner…

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