heterogeneous collection of

USAGE SUMMARY

The phrase "heterogeneous collection of" is correct and usable in written English.
It can be used when describing a group or assortment that consists of different or diverse elements. Example: "The research team analyzed a heterogeneous collection of samples from various geographical locations."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The mPFC consists of a heterogeneous collection of neurons, including excitatory pyramidal neurons and local GABAergic interneurons37.

Nature

Such a space will contain a heterogeneous collection of both new and legacy applications and devices.

Stanford University

Cervical spinal trauma can result in a heterogeneous collection of spinal cord injury syndromes.

The Spine Journal

Adaptive systems can help address the challenge of managing this heterogeneous collection of resources.

Future Generation Computer Systems

Uveitis is a heterogeneous collection of diseases with polygenic and environmental influences.

Ophthalmology

The process of unbundling derivatives thus reveals a complex and heterogeneous collection of different elements a fundamentally hybrid financial instrument.

Columbia University

Another job that Smeed gave me was to invent ways to estimate the effectiveness of various counter­measures, using all the evidence from a heterogeneous collection of operations.

MIT Technology Review

During breast cancer, the TME consists of a heterogeneous collection of endothelial cells, perivascular cells, adipocytes, fibroblasts, and, notably, is enriched in highly active immune cells.

Nature

Phantasus, 3 vol. (1812 16), a heterogeneous collection of works in a narrative framework, indicated a movement toward realism.

Encyclopedia Britannica

The dual number was lost, and a fifth noun declension was developed from a heterogeneous collection of nouns.

Encyclopedia Britannica

An individual malignant tumor is composed of a heterogeneous collection of single cells with distinct molecular and phenotypic features, a phenomenon termed intratumoral heterogeneity.

Stanford University

Expert writing Tips

Best practice

When using "heterogeneous collection of", ensure the context clearly indicates why the diversity within the collection is significant or relevant to your point.

Common error

Avoid using "heterogeneous collection of" in situations where a simpler term like "diverse group" or "varied set" would suffice. The phrase is more appropriate for formal or technical writing.

Linguistic Context

The phrase "heterogeneous collection of" functions as a descriptive noun phrase. It typically modifies another noun, specifying that the collection being referred to is composed of diverse or dissimilar elements. Ludwig AI confirms its correct usage.

Expression frequency: Very common

Frequent in

Science

53%

Academia

22%

News & Media

8%

Less common in

Encyclopedias

3%

Wiki

2%

Formal & Business

2%

Ludwig's WRAP-UP

The phrase "heterogeneous collection of" is a grammatically correct and frequently used expression to describe a diverse group or assortment. As Ludwig AI confirms, it's suitable for use in formal and technical contexts. While alternatives like "diverse assortment of" or "varied compilation of" exist, this phrase emphasizes the mixed nature of the collection. Its primary function is descriptive, highlighting the diversity within a set and implying a need for further analysis. Predominantly found in scientific and academic literature, this phrase is less common in informal settings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

diverse range of

Focuses on the extent of variety present.

diverse assortment of

Emphasizes variety and selection rather than just differing components.

eclectic array of

Suggests a deliberate and stylish selection of diverse elements.

varied compilation of

Highlights the act of bringing different elements together.

assorted mix of

Focuses on the combination of different types or kinds.

varied spectrum of

Highlights the range of differences within the collection.

mixed bag of

More informal, suggesting a less organized or planned assortment.

motley group of

Implies a somewhat disorganized or unconventional gathering.

miscellaneous assortment of

Suggests items are grouped together because they don't fit neatly elsewhere.

hodgepodge of

Informal and emphasizes the lack of organization in a collection.

FAQs

How can I use "heterogeneous collection of" in a sentence?

You can use "heterogeneous collection of" to describe a group of items or people that are diverse in nature. For example, "The study analyzed a heterogeneous collection of patient data."

What are some alternatives to "heterogeneous collection of"?

Depending on the context, you can use alternatives such as "diverse assortment of", "varied compilation of", or even the more informal "mixed bag of".

Is "heterogeneous collection of" suitable for informal writing?

While grammatically correct, "heterogeneous collection of" is generally more suitable for formal or technical writing. In informal contexts, consider using simpler phrases like "diverse group" or "varied set".

What's the difference between "heterogeneous collection of" and "homogeneous collection of"?

"Heterogeneous collection of" describes a group with diverse elements, while "homogeneous collection of" describes a group where all elements are similar or uniform.