Semantic Layer

Quanti: syncs Prebuilt reports to simplify data analysis. Let's jump into transformations.


Why pre-prebuilt transformations ?

QUANTI: manage some transformations, always useful for 100% of our customers.

How

This chapter deals with the topic of transformation and the aggregation work also called RECONCILIATION. This is made possible thanks to:

  • Perfect knowledge of the specificities of advertising partners' APIs allows us to extract data correctly and centralize their storage in client-dedicated Data Warehouses.

  • A method to standardize and harmonize data originally coming from different advertising platforms.

  • A method to align navigation data (Site-centric - e.g., Google Analytics 4) with campaign data (Ad-centric - e.g., Meta) to automate the calculation of key performance indicators (e.g., Return On Ads Spend).

Reconciliation = Automatic calculated fields

The general idea of this transformation step is to make the data more digestible and more usable for visualization, analysis, and decision-making purposes.

Prebuilt reports

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