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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
has been clustered
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "has been clustered" is correct and usable in written English.
It can be used in contexts where you are describing a process or result of grouping items or data together. Example: "The data has been clustered into several distinct categories for analysis."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
has been grouped
has been organized
has been aggregated
has been compiled
has been assembled
has been consolidated
has been categorized
has been collected
has been arranged
has been gathered
has been outlined
has been disaggregated
has been incorporated
has been collapsed
has been concentrated
has been accumulated
has been described
has been structured
has been supplied
has been averted
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
19 human-written examples
For the past quarter-century, the oil industry has been clustered around Prudhoe Bay on Alaska's north coast (see map).
News & Media
In Philadelphia, an army of Fox workers has been clustered in a small warren of tents and trailers — known as the "Fox compound'' — outside the Wells Fargo Center.
News & Media
LOS ANGELES — The influx of thousands of new residents has reinvigorated this city's downtown in recent years, but most of the development has been clustered on its southern end, near the Staples Center, the sports and entertainment arena.
News & Media
While much of the data center development in North Texas has been clustered in the Dallas corridor, government and business leaders on the western side of the metropolitan region have been waging an aggressive effort to lure more data centers toward Fort Worth and its surrounding communities.
News & Media
For similar reason, Wait has been clustered with PowerDown into Cluster2.
However, activity has been clustered through time, with repose periods of <0.5 k.y. to 20 k.y.y
Human-verified similar examples from authoritative sources
Similar Expressions
41 human-written examples
Many of those killings have been clustered in neighborhoods like East New York and Brownsville.
News & Media
Some classes are small because low-performing pupils have been clustered together to give them a better chance.
News & Media
An eager knot of people that had been clustered around her banquette seems to move with her.
News & Media
Genes have been clustered together, manually, based on their annotated function in the Saccharomyces Genome Database (SGD).
Science & Research
Five of the 10 works, however, have been clustered in a small room, as if the genre had not yet been accorded full biennial status.
News & Media
Expert writing Tips
Best practice
Use "has been clustered" when you want to emphasize that items or data points have been grouped together based on specific criteria or characteristics. Be clear about the clustering method or reason for grouping.
Common error
Avoid using "has been clustered" without specifying the basis for clustering. If the reader doesn't understand why items have been grouped, the phrase loses its informative value. Always clarify the criteria used for clustering.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "has been clustered" functions as a passive verb phrase, indicating that a subject has undergone the action of being grouped into a cluster. As Ludwig AI confirms, it describes a process where items are organized based on shared attributes. The examples provided by Ludwig demonstrate this function in various contexts.
Frequent in
Science
63%
News & Media
33%
Formal & Business
4%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "has been clustered" is a grammatically correct and commonly used verb phrase that indicates a grouping or categorization process. According to Ludwig AI, it is suitable for describing situations where items or data points have been organized based on shared attributes. It's primarily used in science, news and media, and formal contexts. While the phrase is generally clear, it's best practice to provide context on the criteria used for clustering. Related phrases include "has been grouped", "has been aggregated", and "has been organized". Ludwig's examples showcase a wide variety of applications across different fields.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
has been grouped
Focuses on the act of putting things into groups, emphasizing categorization.
has been aggregated
Implies a collection of items into a single mass or whole, often for statistical purposes.
has been compiled
Suggests gathering information or data from various sources into a single collection.
has been assembled
Indicates bringing together individual components to form a whole unit or group.
has been consolidated
Highlights the process of combining multiple entities into a single, more unified structure.
has been organized
Emphasizes the systematic arrangement of items or information.
has been categorized
Focuses on sorting items into specific categories based on shared characteristics.
has been collected
Suggests the act of gathering items together, often from different locations or sources.
has been arranged
Implies a deliberate placement of items in a specific order or pattern.
has been gathered
Similar to collected, but can imply a more informal or less structured collection process.
FAQs
How can I use "has been clustered" in a sentence?
You can use "has been clustered" to describe how data, people, or objects have been grouped together based on shared characteristics. For instance, "The survey responses "have been clustered" by age group".
What are some alternatives to "has been clustered"?
Alternatives include "has been grouped", "has been aggregated", or "has been organized depending on the specific context".
Is there a difference between "has been clustered" and "has been grouped"?
While similar, "has been clustered" often implies a more sophisticated method of grouping, potentially using algorithms or specific criteria. "Has been grouped" is a more general term.
What kind of things can be clustered?
Data points, populations, network nodes, and even ideas can be clustered. Essentially, anything that can be organized into meaningful groups based on shared attributes can "has been clustered".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested