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Home Artificial Intelligence

Creating Dynamic Pivots on Snowflake Tables with dbt | by Brian Roepke | Nov, 2024

Admin by Admin
November 14, 2024
in Artificial Intelligence
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Prescriptive Modeling Makes Causal Bets – Whether or not You Understand it or Not!

Classes Realized After 6.5 Years Of Machine Studying


Leverage dbt and its superior scripting performance to generate dynamic pivot tables that adapt to altering pivot values

Brian Roepke

Towards Data Science

Photograph by Possessed Images on Unsplash

When coping with tabular knowledge, you typically could have that knowledge specified by a format that most accurately fits day-to-day operations. For instance, rows that characterize buy transactions for various prospects.

A pivot desk lets you rotate rows into columns, making a extra organized and digestible format for big datasets. It’s also possible to mixture knowledge, equivalent to calculating sums, averages, or counts, and show these outcomes as distinctive columns for every summarized class.

Let’s check out a visible that can assist describe it. Right here, we’re grouping by the person worth, then taking the sum of the depend of every transaction and creating a singular column for every product.

Picture by Creator

Most of us will method this by writing SQL with case statements for every class. Whereas this works for easy circumstances, in case you…

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