Aggregate data

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In statistics, aggregate data are data combined from several measurements. When data are aggregated, groups of observations are replaced with summary statistics based on those observations.[1]

In a data warehouse, the use of aggregate data dramatically reduces the time to query large sets of data. Developers pre-summarize queries that are regularly used, such as Weekly Sales across several dimensions such as by item hierarchy or geographical hierarchy.

In economics, aggregate data or data aggregates are high-level data that are composed from a multitude or combination of other more individual data, such as:

References

  1. ^ Aggregation and Restructuring of data (chapter 5.6 from the book "R in Action", Manning Publications)


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