groups of data

USAGE SUMMARY

The phrase "groups of data" is correct and usable in written English.
It can be used when referring to collections or sets of data that are categorized or organized in some way. Example: "The researchers analyzed various groups of data to identify trends in consumer behavior."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

One popular approach is to look for clusters, groups of data that have some similarity or common trait, and the connections between these clusters.

The Guardian

three groups of data are used as input.

EURASIP Journal on Advances in Signal Processing

Moreover, it is necessary to form homogeneous groups of data.

Journal of the Brazilian Computer Society

In the 8000 groups of samples, 6000 groups of data are randomly selected as training samples and the other 2000 groups of data are used as test samples.

Protection and Control of Modern Power Systems

Data clustering is aimed at finding groups of data that share common hidden properties.

Expert Systems with Applications

In terms of the statistical methods, researchers used averages to compare the two groups of data.

International Journal of Emergency Medicine

Based on an example in that figure, we have two groups of data which similar.

Human-centric Computing and Information Sciences

Significant difference between each two different groups of data was examined using the Student's t test.

Progress in Biomaterials

Ten groups of data collected by ten different people are used to evaluate the positioning accuracy.

EURASIP Journal on Advances in Signal Processing

For each Copula model, the 16086 groups of data are generated.

Journal of Modern Power Systems and Clean Energy

The aim of clustering analysis is to find groups of data samples having similar properties.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When writing about data analysis, specify the criteria used to define your "groups of data". Clear categorization enhances the validity and replicability of your findings.

Common error

Ensure that the method for creating "groups of data" is clearly defined. Vague definitions can lead to inconsistent results and misinterpretation of your analysis.

Linguistic Context

The phrase "groups of data" functions primarily as a noun phrase. It identifies and refers to distinct collections or sets of data points. As Ludwig states, the phrase is correct and usable in written English. Examples on Ludwig show its use in scientific research, statistical analysis, and general reporting.

Expression frequency: Very common

Frequent in

Science

83%

News & Media

11%

Formal & Business

6%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "groups of data" is a grammatically sound and frequently used phrase, particularly in scientific and technical contexts. As Ludwig confirms, it is correct and suitable for formal writing. The phrase serves to categorize and organize information, facilitating comparison and analysis. When using this phrase, ensure clear definitions for each group to avoid ambiguity and enhance the reliability of your findings. Remember that alternatives like "sets of data" or "collections of data" can provide variety in your writing while maintaining clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

sets of data

Replaces "groups" with "sets", a common synonym, emphasizing the collection aspect but maintaining the same overall meaning.

collections of data

Substitutes "groups" with "collections", highlighting the act of gathering data together. This maintains the core meaning with a slightly different emphasis.

clusters of data

Focuses on data points that are closely related or similar, implying a specific arrangement within the data.

data sets

A more concise term that is widely used in technical and scientific fields, it directly refers to structured collections of data.

categories of data

Emphasizes the division of data into distinct categories or classes based on shared characteristics.

data samples

Refers to a subset of data that is representative of a larger population, often used in statistical analysis.

data segments

Highlights specific portions or divisions within a larger data set, emphasizing a focus on particular parts.

data subsets

Indicates smaller, distinct collections taken from a main data set, used when analyzing specific portions of the data.

data categories

This alternative stresses the organized and classified aspect of the information, changing from a general term to a more structured one.

data populations

This alternative refers to a complete set of items or events that share common attributes, indicating a broader scope than individual "groups".

FAQs

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

"Groups of data" are typically used to describe sets of information that share common characteristics. For instance, "The researchers compared several "groups of data" to identify trends."

What are some alternatives to "groups of data"?

Depending on the context, you can use alternatives such as "sets of data", "collections of data", or "clusters of data".

What is the difference between "groups of data" and "clusters of data"?

"Groups of data" is a general term referring to collections of data, while "clusters of data" implies a specific arrangement where data points are closely related or similar.

Is it correct to use "data groups" instead of "groups of data"?

While "data groups" is understandable, "groups of data" is more common and grammatically standard. Using "groups of data" ensures clarity and aligns with typical usage in scientific and technical writing.