many different clusters

USAGE SUMMARY

The phrase "many different clusters" is correct and usable in written English.
It can be used when referring to a variety of distinct groups or categories within a larger set. Example: "The data analysis revealed many different clusters of customer preferences based on their purchasing behavior."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

Multimorbidity manifests differently across individuals, as exhibited by the many different clusters of co-occurring conditions we described.

BMC Public Health

In the latest study, researchers found that it would take neural "recordings" from many different clusters of neurons across the brain to replicate the act of moving both arms.

Los Angeles Times

The presence of so many different clusters in the phylogeny also indicated that different viral introductions occurred at different times, as expected for this young epidemic.

BioMed Research International

Using the clustering of genes based on their expression profiles for each sample, we were able to identify many different clusters, including one from each time point that is highly enriched for putative members of the interferon pathway.

BMC Genomics

Since a node can be in different maximal cliques (as illustrated in Fig. 5 for nodes 4 and 5) it can end up in as many different clusters on the k-node cluster level.

Algorithms for Molecular Biology

This metric has dual purpose, it checks if the majority of the immediate neighbors of a respective node are in the same cluster as well as the repetitive appearance of a node and its immediate neighbors in many different clusters.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

In the presence of delays many different cluster state attractors can coexist.

The Journal of Mathematical Neuroscience

In recent years, this has been a hot topic among researchers and many different clustering algorithms for VANET have been proposed.

EURASIP Journal on Wireless Communications and Networking

Many different clustering algorithms have been developed for this purpose [ 1- 5].

BMC Systems Biology

But if, on the other hand, only subsets of entities with high pairwise similarity are allowed, this might result in too many different maximal clusters which does not allow for a high data reduction.

Algorithms for Molecular Biology

To date, many different gene clusters have been found in this location (Hu et al. 2013; Kenyon and Hall 2013; Hamidian et al. 2014; Kenyon, Marzaioli, et al. 2014; Senchenkova, Popova, et al. 2015; Senchenkova, Shashkov, et al. 2015; Shashkov et al. 2015; Kenyon, Marzaioli, De Castro, et al. 2015).

Glycobiology

Expert writing Tips

Best practice

When using "many different clusters", ensure that the context clearly defines the criteria for cluster differentiation to avoid ambiguity.

Common error

Avoid using "many different clusters" when the distinctions between the clusters are trivial or insignificant. Instead, focus on highlighting the key differences that make each cluster meaningful.

Linguistic Context

The phrase "many different clusters" functions as a descriptive noun phrase. Ludwig AI's examples show it modifying nouns, specifying multiplicity and variety within groupings, such as "clusters of co-occurring conditions" or "clusters of neurons".

Expression frequency: Uncommon

Frequent in

Science

83%

News & Media

17%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "many different clusters" is a grammatically sound and useful expression for describing a variety of distinct groupings. Ludwig AI indicates that it is commonly used in scientific and technical contexts to emphasize the presence of numerous, diverse categories or sets. While acceptable, writers should ensure the differences between clusters are significant and well-defined. Alternatives like ""multiple distinct clusters"" or ""various diverse clusters"" can provide stylistic variation while maintaining clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

multiple distinct clusters

Replaces "many" with "multiple" and "different" with "distinct", emphasizing the separate and individual nature of the clusters.

numerous separate clusters

Substitutes "many" with "numerous" and "different" with "separate", highlighting the large quantity and distinctness of the clusters.

various diverse clusters

Replaces "many" with "various" and "different" with "diverse", stressing the variety and heterogeneous nature of the clusters.

a multitude of unique clusters

Uses "a multitude of" instead of "many" and "unique" instead of "different", emphasizing the large number and individuality of the clusters.

several disparate clusters

Substitutes "many" with "several" and "different" with "disparate", indicating a number of clusters that are distinct and dissimilar.

an array of varied clusters

Replaces "many" with "an array of" and "different" with "varied", highlighting the diverse and assorted nature of the clusters.

a wide range of distinct groups

Uses "a wide range of" instead of "many different" and "groups" instead of "clusters", broadening the scope to include various groupings.

plenty of different categories

Substitutes "many" with "plenty of" and "clusters" with "categories", emphasizing the abundance and classification of the groups.

several kinds of grouping

Replaces "many different clusters" with a more general phrase indicating multiple types of organization.

numerous distinct groupings

Replaces "many" with "numerous" and "clusters" with "groupings" to reflect a large amount of separate classifications.

FAQs

How can I use "many different clusters" in a sentence?

You can use "many different clusters" to describe data groupings, condition patterns, or any scenario where multiple distinct sets are observed. For example: "The analysis revealed "many different clusters" of symptoms among the patients."

What are some alternatives to using "many different clusters"?

Depending on the context, you could use alternatives like "multiple distinct clusters", "numerous separate clusters", or "various diverse clusters".

In what contexts is the phrase "many different clusters" most appropriate?

The phrase "many different clusters" is particularly useful in scientific research, data analysis, and statistical reporting where distinct groups or categories are identified and need to be described.

Is there a more formal way to express "many different clusters"?

In formal writing, consider using phrases such as "multiple distinct clusters" or "numerous separate clusters". These alternatives maintain a professional tone while conveying the same meaning.