cluster of data

USAGE SUMMARY

The phrase "cluster of data" is correct and usable in written English.
It can be used when referring to a group or collection of related data points or information that are analyzed together. Example: "The researchers identified a cluster of data that indicated a significant trend in consumer behavior."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

18 human-written examples

Any one data point can be an anomaly; any cluster of data points can be mere noise.

The Washington Post

HONG KONG — Gradual stabilization in some economies, a muted recovery in others and a long way to go over all — that was the picture painted by a cluster of data from Asia on Wednesday after the remarkable slowdown of the last few months.

The New York Times

Finally, the least-squares-support-vector-machine (LS-SVM) is used to build a submodel for each cluster of data points, and then all the sub-models are integrated into a model for the whole data set.

Engineering Applications of Artificial Intelligence

In Washington state, which also has a cluster of data centres (Microsoft, among others, is at Quincy), legislators have been willing to make deals with inward investors, but in Oregon there is no need for special arrangements.The other main incentive is a concession on property taxes.

The Economist

Each set represents a cluster of data [29, 30].

Journal of Modern Power Systems and Clean Energy

For instance, you can build a single cluster of data with powerful x86 servers and energy-efficient ARMv7 devices working together.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

41 human-written examples

Blatt, M., Wiseman, S. & Domany, E. Superparamagnetic clustering of data.

Nature

Still, extrapolating from clusters of data over an area as vast and with as many unknowns as Congo presents particular problems, she said.

The New York Times

Though it can identify clusters of data that might suggest a violation, the system does not pull meaning from the content, according to a company spokesperson.

The Washington Post

As you can see above, there are no distinct clusters of data, as you would expect if there were significant species-based differences in skull and tooth morphologies.

The Guardian

Using this data, the robot can pick up an unknown object and compare it to the existing clusters of data points that represent past objects.

Massachusetts Institute of Technology

Expert writing Tips

Best practice

When using "cluster of data", ensure the data points are meaningfully related. Emphasize the relationship to enhance clarity and context.

Common error

Avoid using "cluster of data" when the data points are unrelated or randomly assorted. A cluster implies a pattern, relationship or a shared attribute. Use "collection of data" instead.

Linguistic Context

The phrase "cluster of data" functions as a noun phrase, typically acting as a subject, object, or complement within a sentence. It refers to a grouping or collection of related data points. As Ludwig AI highlights, the phrase is grammatically correct and usable.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

40%

Formal & Business

10%

Less common in

Wiki

0%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "cluster of data" is a grammatically correct noun phrase used to describe a grouping of related data points. Ludwig AI confirms its usability in written English. While not extremely common, it frequently appears in scientific and news contexts. When using this phrase, ensure that the data points share a meaningful relationship. Alternatives such as "data set", "data grouping", and "collection of data points" can be considered based on the specific nuance you wish to convey. Avoid using the phrase if the data points are entirely unrelated, as that would be misleading.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data set

Refers to a collection of related data items that can be processed as a unit. Broader scope.

data grouping

Emphasizes the action of grouping data, highlighting the process more than the resulting collection.

data aggregation

Focuses on combining data from multiple sources into a single set, implying a process of consolidation.

collection of data points

More specific, highlighting individual data points within the collection, useful when the granularity is important.

compilation of data

Suggests a careful assembly of data, often implying a deliberate or organized collection effort.

data pool

Implies a large, shared collection of data that can be drawn upon for various purposes, often less structured than a "cluster".

set of information

A broader term, encompassing not just numerical data but also textual and other forms of information.

body of evidence

Suggests data used to support a particular claim or argument, implying a more persuasive context.

information aggregate

Highlights the combined nature of the data, emphasizing that the whole is greater than the sum of its parts.

statistical sample

Specifically refers to a subset of a population used for statistical inference, implying a sampling methodology.

FAQs

How can I use "cluster of data" in a sentence?

You can use "cluster of data" to describe a group of related data points, such as: "The analysis revealed a significant "cluster of data" indicating a positive correlation between exercise and mental well-being."

What are some alternatives to using "cluster of data"?

Alternatives include "data set", "data grouping", or "collection of data points" depending on the context.

Is it correct to say "clusters of data" instead of "cluster of data"?

Yes, both are grammatically correct. "Cluster of data" refers to a single group, while "clusters of data" refers to multiple groups of data.

What's the difference between "cluster of data" and "data set"?

While both refer to a collection of data, "cluster of data" often implies a grouping based on similarity or proximity, while "data set" is a more general term for any collection of related data.