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

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

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

A pivot desk lets you rotate rows into columns, making a extra organized and digestible format for big datasets. You may also combination knowledge, resembling 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 novel column for every product.

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Most of us will strategy this by writing SQL with case statements for every class. Whereas this works for easy instances, in the event you…