is clustered into

USAGE SUMMARY

The phrase "is clustered into" is correct and usable in written English.
You can use this phrase when you want to describe how an object or set of objects is organized based on the presence of certain qualities or characteristics. For example: "The data is clustered into two distinct groups - those with higher incomes and those with lower incomes."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

37 human-written examples

After the fuzzy data is clustered into marketing segments, the centre points of market segments are used as ideal points for new product development.

Applied Soft Computing

The map of organic farms in the United States is clustered into a few geographic centers, a strikingly different pattern than the map of all farms, which spreads densely over many regions, breaking only for the Rockies and Western deserts.

The New York Times

And on 11th Avenue in Midtown, a mix of sleek and brightly colored furniture is clustered into six distinct seating areas on a terrace that is larger than the two-bedroom apartment itself.

The New York Times

This study has shown that piosphere development in Karamoja is clustered into eight density blocks.

Pastoralism

Rain fall data is clustered into 4 clusters by adopting the K means clustering method.

Journal of Big Data

Figure 5 The COX-2 dataset is clustered into 7 clusters.

Journal of Cheminformatics

Human-verified similar examples from authoritative sources

Similar Expressions

23 human-written examples

CSL genes were clustered into eight different subgroups (CSALA-G 12. CSALA-G 12

Nature

The genotypes were clustered into three main groups.

Journal of Applied Research on Medicinal and Aromatic Plants

The studied cultivars were clustered into four groups.

Scientia Horticulturae

Based on these results, models are clustered into two groups.

Ocean Modelling

The unique ideas are clustered into 19 different service categories.

Technological Forecasting and Social Change

Expert writing Tips

Best practice

Use "is clustered into" when you want to emphasize that data or elements naturally form groups based on shared characteristics or proximity. Be specific about the criteria used for clustering to enhance clarity.

Common error

Avoid using "is clustered into" without clearly defining the criteria for clustering. For instance, instead of saying "The data is clustered into groups", specify "The data is clustered into groups based on income level and spending habits."

Linguistic Context

The phrase "is clustered into" functions as a passive verb phrase, indicating that a subject is being grouped or organized into clusters. As confirmed by Ludwig, this construction is grammatically correct. The examples show its widespread use in academic and scientific writing.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Encyclopedias

5%

Less common in

Academia

3%

Formal & Business

1%

Wiki

1%

Ludwig's WRAP-UP

In summary, the phrase "is clustered into" is a grammatically sound and frequently employed expression, primarily utilized in scientific and academic contexts to convey the grouping or organization of data based on shared characteristics. As Ludwig AI clarifies, its correct usage emphasizes the formation of distinct clusters, facilitating analysis and interpretation. While alternatives like ""is grouped into"" and "is categorized into" exist, "is clustered into" specifically highlights the clustering process. When using this phrase, ensure clarity by specifying the criteria for clustering to avoid vagueness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

is grouped into

This alternative directly replaces "clustered" with "grouped", emphasizing the act of forming groups based on similarity.

is categorized into

This alternative emphasizes the act of assigning items to predefined categories.

is classified into

Similar to "categorized into", this suggests a more formal or scientific classification process.

is divided into

This alternative emphasizes the act of separation into distinct parts.

is separated into

Similar to "divided into", but may suggest a more physical separation.

is organized into

This alternative highlights the structured arrangement of items.

is arranged into

Similar to "organized into", suggesting a deliberate placement or ordering.

is assembled into

This alternative implies a putting-together or building process into specific clusters.

is consolidated into

This suggests a merging or combining of elements into fewer clusters.

is aggregated into

This implies a gathering together of items into a cluster or group.

FAQs

How can I use "is clustered into" in a sentence?

You can use "is clustered into" to describe how data or objects are grouped based on shared characteristics. For example, "The survey responses "is grouped into" age brackets and income levels".

What are some alternatives to "is clustered into"?

Some alternatives include ""is grouped into"", "is categorized into", or "is classified into", depending on the context.

Is it correct to say "is clustered in" instead of "is clustered into"?

While "is clustered in" can be used to indicate a location where clusters exist, "is clustered into" is more appropriate when describing the process of forming clusters. For example, "The data points are clustered in the upper right corner" versus "The data points "is organized into" three distinct clusters".

What's the difference between "is clustered into" and "is divided into"?

"Is clustered into" implies a natural grouping based on similarity, while "is divided into" suggests a deliberate separation, often without regard to inherent similarities. The former is about finding patterns; the latter is about creating segments.