clustered to

USAGE SUMMARY

The phrase "clustered to" is not correct and does not convey a clear meaning in written English.
It may be intended to describe the action of grouping or gathering items together, but the preposition "to" is not appropriate in this context. Example: "The data points were clustered together to reveal patterns in the analysis."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Backstage, fashion journalists clustered to hear her talk about her inspirations and trend directions.

The Guardian - Lifestyle

Students from Middletown High School in Middletown, R.I., clustered to discuss refinements in their strategy for the next match.

The New York Times - Tech

In terms of staging, several medieval-type mansions were clustered to form a single large unit.

Encyclopedia Britannica

This information was then clustered to provide an overview of the most common perpetrator profiles.

Child Abuse & Neglect

These pathways are then also clustered to distill typical pathways, enabling interpretation of clusters by experts.

Artificial Intelligence in Medicine

Linear models from various operating points (OP) are clustered to reduce model nonlinearity.

Control Engineering Practice

These features are quantified and then clustered to show similarities among these 25 methods.

Environmental Modelling & Software

The buffer management mechanism allows data sets not to be immediately clustered to one cluster.

Neurocomputing

Data was aggregated and was clustered to be presented on map using color-coded arrows.

EURASIP Journal on Image and Video Processing

Data was aggregated and clustered to present on map using color-coded arrows.

EURASIP Journal on Image and Video Processing

The alerts are first collected and then clustered to identify the main alert classes.

EURASIP Journal on Information Security

Expert writing Tips

Best practice

When aiming to express the concept of grouping, use more grammatically sound alternatives like "grouped with", "associated with", or "aggregated into" for enhanced clarity.

Common error

Avoid using "to" directly after "clustered". Instead, opt for prepositions like "with", "around", or "into" to establish a clearer connection between the clustered items and their context.

Linguistic Context

The phrase "clustered to" functions as a verb phrase aiming to describe the grouping or association of items. However, Ludwig AI flags it as grammatically incorrect, suggesting a misuse of the preposition "to" in this context. Instead, alternative prepositions should be considered.

Expression frequency: Very common

Frequent in

Science

63%

News & Media

29%

Encyclopedias

3%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, while the phrase "clustered to" appears frequently across various sources, Ludwig AI identifies it as grammatically incorrect. The phrase typically aims to describe the grouping or association of items, often in scientific or news-related contexts. However, better alternatives like "grouped with", "associated with", or "aggregated into" should be preferred to ensure grammatical correctness and clarity. Remember to choose prepositions carefully to accurately convey the intended meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

grouped with

Indicates a more direct grouping or categorization.

associated with

Emphasizes a connection or relationship rather than a strict grouping.

gathered around

Suggests a physical gathering or concentration.

aligned with

Implies a similarity in direction or purpose.

aggregated into

Focuses on the process of combining elements into a larger unit.

organized into

Suggests a structured arrangement or classification.

collected into

Highlights the act of bringing things together.

converged on

Implies a coming together at a central point.

concentrated in

Focuses on a high density or accumulation in a specific area.

arranged with

Emphasizes the act of placing elements in a specific order or layout.

FAQs

What's a more grammatically correct way to use "cluster" when describing a grouping?

Instead of "clustered to", try using alternatives such as "grouped with", "associated with", or "aggregated into" depending on the intended meaning.

Is "clustered to" considered formal or informal language?

Given that Ludwig AI marks "clustered to" as grammatically incorrect, it's best to avoid it in both formal and informal contexts. Opt for clearer and more accepted alternatives.

How can I use "cluster" effectively in scientific writing?

In scientific writing, clarity is key. Instead of "clustered to", use precise terms like "grouped into", "classified as", or "categorized into" to accurately describe data arrangements.

What are some common mistakes people make when using the word "cluster"?

A frequent error is using incorrect prepositions after "cluster". As Ludwig AI points out, "clustered to" is not grammatically sound. Ensure you use appropriate prepositions like "around", "with", or "into" for correct usage.