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Data Pipelines and Aggregation

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Let’s say you have analytics data stored in a data lake. An analyst tells you they need hourly, daily, and weekly active user data for a dashboard that refreshes every hour.

How would you build this data pipeline?

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Database System Design

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Database System Design
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