aggregate data

USAGE SUMMARY

"aggregate data" is correct and usable in written English.
You can use it when you are referring to the process of collecting and combining data from multiple sources in order to gain a better understanding of a phenomenon. For example: "By analyzing the aggregate data from all the different sources, we were able to create an accurate picture of consumer spending trends."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

26 Data on individual patients were reduced to aggregate data to allow studies with only aggregate data to be combined with those with data on individual patients.

British Medical Journal

This aggregate data can then be used by cities to plan future infrastructure.

The Guardian

Previous researchers in macroeconomics, from Keynes onwards, had relied only on aggregate data.

The Guardian - Business

Yet one of Miliband's strongest moments came when a questioner asked about such "aggregate" data.

The Guardian - Opinion

These are important effects that are hard to find in the aggregate data".

The Guardian

predict economic events? A. The I.M.F. is dealing with aggregate data, not network data.

The New York Times

This story provides a micro illustration of the phenomenon observed in aggregate data.

The Guardian

Not so when computer systems can aggregate data from different domains and spot correlations.

The Guardian - Tech

As important as these aspects, however, is how we make this aggregate data public.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

How is BuiltWith monetizing all this publicly available but painful-to-aggregate data?

TechCrunch

‡‡Aggregate data reported.

British Medical Journal

Expert writing Tips

Best practice

When presenting "aggregate data", clearly state the source and methodology used to compile it to ensure transparency and credibility.

Common error

Avoid assuming that "aggregate data" provides the same level of detail as individual data points. Understand that aggregation involves summarization, which may obscure nuances present in the original data.

Linguistic Context

The phrase "aggregate data" functions as a noun phrase typically used as an object or subject in a sentence. Ludwig AI confirms that it correctly identifies collections of data points summarized or combined for analysis. It is primarily used to describe datasets rather than individual instances.

Expression frequency: Very common

Frequent in

Science

47%

News & Media

43%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "aggregate data" is a frequently used and grammatically sound phrase referring to summarized or combined data, as validated by Ludwig AI. Predominantly found in scientific, news, and formal business contexts, it serves to convey trends and overall insights from datasets. When using "aggregate data", ensure transparency by citing sources and methodologies. Remember that while useful for high-level analysis, it lacks the granularity of individual data points. Alternatives include "compiled data" or "summarized data". Always consider the potential for misinterpretation due to the summarization process.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

compiled data

Focuses more on the action of gathering data together, rather than its state.

summarized data

Emphasizes the condensation or reduction of data to its key points.

combined data

Highlights the act of joining different datasets into one.

pooled data

Suggests that data is drawn from different sources and merged together.

integrated data

Focuses on how the data from different sources is made to work together.

collective data

Stresses that data is originating from different individuals or entities.

consolidated data

Emphasizes the streamlining and simplification of disparate data.

overall data

Implies a broad view of the entire dataset instead of individual components.

total data

Focuses on the complete quantity or sum of the data.

grouped data

Highlights that data is organized into categories or clusters.

FAQs

How can "aggregate data" be used in research?

"Aggregate data" is useful for identifying trends, making comparisons, and informing policy decisions. However, researchers must be aware of the limitations of using summarized data, especially regarding ecological fallacy.

What's the difference between "aggregate data" and individual data?

"Aggregate data" refers to data that has been summarized or grouped, while individual data refers to raw, unsummarized data. "Aggregate data" provides a high-level overview, while individual data allows for more granular analysis.

What are some synonyms for "aggregate data"?

Alternatives to "aggregate data" include "compiled data", "summarized data", or "combined data" depending on the context.

What are the limitations of relying on "aggregate data"?

Relying solely on "aggregate data" may obscure important details or variations within subgroups. Additionally, it can be challenging to draw causal inferences from "aggregate data" due to the potential for confounding variables.