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Improve movement metric calculation as analytics-product user
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Description

In T288677 we enabled movement metric calculation as analytics-product user by automating the loading of monthly snapshots of data using the product-analytics job.

We would like to continue working on improving the metric calculations, optimizing the query/notebook, managing partitions etc. . This task will track the work required to enhance the key metrics calculations.

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