based on congregated data

USAGE SUMMARY

The phrase "based on congregated data" is correct and usable in written English.
It can be used when referring to conclusions, analyses, or decisions that are derived from collected or aggregated information. Example: "The report's findings are based on congregated data from various sources, providing a comprehensive overview of the trends."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Based on congregated data of two experiments, a significant increase in adipocytes was found compared to the differentiated control at the lowest level tested, namely 3 nM (17.2% for differentiated control vs 22.4% and 22.1% for BDE-47 and TROG, respectively).

Environmental Science & Technology

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

13Estimates based on fragmentary data.

Encyclopedia Britannica

Every line is based on research data.

The New York Times

"Everything was based on false data".

The New York Times

That report was based on 2006 data.

The New York Times

It's based on belief, not based on any data.

MIT Technology Review

The Pew analysis is based on census data through March 2012.

The Guardian

Both papers turned out to be based on forged data.

The New York Times - Science

She couldn't know based on the data she had.

The New York Times - Magazine

Both papers were based on U.S. data.

The Washington Post

His study is based on Commerce Department data.

The New York Times

Expert writing Tips

Best practice

When using "based on congregated data", ensure that the data sources are clearly identified and the method of aggregation is transparent to enhance credibility.

Common error

Avoid making overly definitive claims when using "based on congregated data" if the data has limitations or potential biases. Qualify your statements to reflect the uncertainty inherent in aggregated information.

Linguistic Context

The phrase "based on congregated data" functions as an adjectival phrase that modifies a noun, indicating the foundation or source of a claim, analysis, or decision. It specifies that the subsequent statement is supported by a collection of assembled information, as seen in Ludwig's examples.

Expression frequency: Rare

Frequent in

Science

30%

News & Media

25%

Academia

20%

Less common in

Formal & Business

15%

Encyclopedias

10%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on congregated data" is a grammatically sound phrase used to indicate that a statement or conclusion is supported by assembled information. Ludwig AI indicates that it is correct and usable. While not very common, this phrase is most frequently found in scientific and academic contexts, conveying a formal tone. When using this phrase, ensure data sources are clear and avoid overstating conclusions if the data has limitations. Alternatives such as "according to compiled data" or "informed by aggregated data" can be used for slight variations in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to compiled data

Replaces "based on" with "according to" and "congregated" with "compiled", focusing on the data source.

informed by aggregated data

Substitutes "based on" with "informed by" to suggest a more influential role of data, and "congregated" with "aggregated".

derived from assembled data

Emphasizes the origin of the information by using "derived from" and replaces "congregated" with "assembled".

drawing from collected data

Highlights the extraction of insights by using "drawing from" and replaces "congregated" with "collected".

founded on consolidated data

Indicates a strong basis by using "founded on" and replaces "congregated" with "consolidated" emphasizing the data unity.

relying on pooled data

Focuses on the dependence on the data by using "relying on" and replaces "congregated" with "pooled", stressing a combination of sources.

using synthesized data

Emphasizes the combination of different elements by using "synthesized data" instead of "congregated data".

analyzing grouped data

Shifts the focus to the analysis process of data rather than its origin replacing "based on" with "analyzing".

from accumulated data

Highlights that the data has been collected over a time replacing "based on" with "from" and "congregated" with "accumulated".

according to massed data

Substitutes "congregated" with "massed", emphasizing the data quantity.

FAQs

How can I use "based on congregated data" in a sentence?

You can use "based on congregated data" to introduce findings or conclusions that are derived from a collection of information. For example: "The study's recommendations are "based on congregated data" from multiple surveys and clinical trials".

What are some alternatives to "based on congregated data"?

Alternatives include "according to compiled data", "informed by aggregated data", or "derived from assembled data", each offering a slightly different nuance in meaning.

Is it better to say "based on congregated data" or "based on aggregated data"?

Both "congregated" and "aggregated" can be used, but "aggregated" is more common. "Congregated" implies a gathering or assembling, while "aggregated" suggests a more formal process of combining data. The choice depends on the specific context and the nature of the data.

What does "congregated data" specifically refer to?

"Congregated data" refers to data that has been gathered or assembled from various sources into a single collection. This term is often used to describe datasets that combine information from different studies, surveys, or databases.