aggregated data

USAGE SUMMARY

"aggregated data" is a correct and usable phrase in written English.
You can use it to refer to data that has been compiled and aggregated from multiple sources. For example, "The researchers used the aggregated data to assess the accuracy of their predictions."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

These studies generally use nationally aggregated data drawn from different countries over different periods of time.

The Guardian

What insights might be drawn from aggregated data culled from video and audio?

The New Yorker

Aggregated data are streamed to a website and mobile app.

The Economist

The company uses aggregated data to show targeted advertisements.

The New York Times

Aggregated data, which AppNexus uses to create reports and analysis, may be stored for up to three years.

The Guardian - Tech

Looking forward, Ewan highlights the issue of data and the many insights aggregated data will provide NGOs.

The Guardian

The problem with Spotify's original stance is it gave me minimal power to negotiate, refuse or modify who gets what from the aggregated data my use creates.

The Guardian - Opinion

The more you can wall it off, the more unequal you can make the exchange of information between customer and company, the more value that aggregated data has.

The Guardian - Opinion

"They only see aggregated data," The exchanges hope to convince their customers that the Web sites are independent of the companies that founded them.

The New York Times

In contrast, aggregated data could be used as individual data.

Open Geospatial Data, Software and Standards

The report aggregated data for North American, Europe, and China.

Financial Innovation

Expert writing Tips

Best practice

When discussing "aggregated data", specify the source and method of aggregation to ensure transparency and credibility. For example, clarify whether the data is "aggregated data from customer surveys" or "aggregated data based on market research reports".

Common error

Be cautious about drawing individual-level conclusions from "aggregated data". "Aggregated data" represents group trends and might not accurately reflect individual experiences or characteristics.

Linguistic Context

The phrase "aggregated data" functions primarily as a noun phrase, often serving as the subject or object of a sentence. Ludwig examples show it describing data that has been combined or summarized. Ludwig AI confirms its standard grammatical correctness.

Expression frequency: Very common

Frequent in

Science

35%

News & Media

33%

Formal & Business

10%

Less common in

Wiki

3%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "aggregated data" is a common and grammatically correct term used to describe data that has been compiled from multiple sources. As Ludwig AI confirms, it’s well-established in written English. Its function is primarily descriptive, and it serves to convey information about summarized datasets. Usage is most frequent in scientific and news contexts, with a neutral to formal register. When using this phrase, it is important to be aware of the potential for misinterpretation when drawing conclusions about individual data points. The prevalence and consistency of "aggregated data" in reliable sources highlights its importance in data analysis and reporting.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

compiled data

Emphasizes the process of gathering data into a unified collection.

summarized data

Focuses on presenting the main points or a condensed version of the data.

combined data

Highlights the act of merging different datasets into one.

integrated data

Implies that data from different sources has been unified into a cohesive whole.

consolidated data

Suggests that data has been strengthened and made more effective through combination.

pooled data

Indicates that data from various sources has been collected into a shared resource.

collective data

Highlights the notion of data coming from multiple contributors or sources.

clustered data

Emphasizes grouping similar data points together.

synthesized data

Suggests the creation of a new understanding by combining different pieces of data.

unified data

Highlights the result of merging data into a single, coherent form.

FAQs

How is "aggregated data" used in research?

"Aggregated data" is often used to identify trends, patterns, and correlations within a large dataset, while protecting individual privacy. Researchers may analyze "aggregated data" to understand market behavior, public health trends, or social phenomena.

What are the benefits of using "aggregated data"?

Using "aggregated data" allows researchers and businesses to gain insights from large datasets without compromising individual privacy. It can also simplify complex information, making it easier to identify key trends and patterns.

What are the limitations of using "aggregated data"?

"Aggregated data" may mask individual variations and nuances within a dataset. It can also be subject to ecological fallacy if conclusions are drawn about individuals based on group-level data. Additionally, the method of aggregation can influence the results.

What's the difference between "aggregated data" and raw data?

Raw data is the original, unprocessed information collected from individual sources. "Aggregated data" is derived from raw data through processes like summing, averaging, or grouping, which provides a summary-level view while protecting individual identities.