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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
are differentiated by
Grammar usage guide and real-world examplesUSAGE SUMMARY
"are differentiated by" is a correct and usable phrase in written English.
You can use it to compare two colums of information by noting what separates the data in each group. For example: "The two groups of data are differentiated by their response to the question."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(20)
are distinguished by
are characterized by
are defined by
are set apart by
differ based on
are marked by
are identified by
are known for
hinge on
are distinct by
are distinctive by
are discrete by
are discriminatory by
are heterogeneous by
are privileged by
are segregated by
are characterised by
are nuanced by
are differing by
are diverse by
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
58 human-written examples
Typically these machines are differentiated by d.p.i.
News & Media
First it segments the picture by tracing regions that are differentiated by color.
News & Media
There are two main types of TWTs, and these are differentiated by the RF structure.
Encyclopedias
This results because these rocks are differentiated by partial melting of the upper-mantle and oceanic-crust rock.
Encyclopedias
Chief executive Ruby McGregor-saidh said: We have secured some significant work in the private sector where we have excellent relationships with our clients and are differentiated by our energy services capabilities and use of technology.
News & Media
Although the name is different its previous funds, which are differentiated by date.
News & Media
Customer segments are differentiated by the customers' different requirements for your product.
News & Media
This paper examines how mobility trends are differentiated by gender and birth cohort.
The component polymers of the blend are differentiated by heavy staining with RuO4.
Science
Because schools do not compete on wages, teacher assignments are differentiated by non-monetary characteristics.
Tabs that are differentiated by blue fonts are active and indicate that data are available.
Science
Expert writing Tips
Best practice
When using "are differentiated by", ensure that the distinguishing factors are clearly and concisely stated. For example, "These models are differentiated by their pricing and feature sets."
Common error
Avoid vague statements. Instead of saying "The products are differentiated by quality", specify what aspects of quality make them different: "The products are differentiated by the durability of materials and precision of craftsmanship."
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "are differentiated by" functions as a descriptor in a sentence. It specifies the criteria or characteristics that distinguish one entity from another. Ludwig's examples show its prevalent usage in specifying distinctions across diverse subjects.
Frequent in
Science
47%
News & Media
23%
Wiki
9%
Less common in
Encyclopedias
6%
Formal & Business
5%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "are differentiated by" is a grammatically correct and highly versatile expression used to specify the distinguishing factors between entities. Ludwig AI confirms its correctness and applicability across various contexts. Predominantly found in scientific and news media, it serves to clarify distinctions and inform audiences. When using this phrase, ensure clarity and precision in stating the differentiating factors to avoid vagueness. Alternatives such as "are distinguished by" or "are characterized by" may be used depending on the specific nuance you wish to convey. Overall, mastering the use of "are differentiated by" enhances precision and clarity in writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
are distinguished by
Focuses on the act of noticing or pointing out differences.
are characterized by
Emphasizes the unique qualities or features that define something.
are defined by
Highlights the essential attributes that determine the nature of something.
are set apart by
Stresses the separation or uniqueness from others.
differ based on
Highlights that differences are based on something.
are marked by
Indicates the presence of specific signs or characteristics.
are identified by
Focuses on recognizing or classifying based on certain traits.
are discerned by
Emphasizes the ability to perceive subtle differences.
are known for
Highlights a prominent quality or achievement.
hinge on
Shows the unique importance of some conditions.
FAQs
How can I use "are differentiated by" in a sentence?
Use "are differentiated by" to highlight the distinguishing features between two or more items. For example, "These two products "are differentiated by" their price points and target demographics."
What's a good alternative to "are differentiated by"?
Alternatives include "are distinguished by", "are characterized by", or "are defined by", depending on the specific context and the nuance you want to convey.
Is it better to say "are differentiated by" or "are different because of"?
"Are differentiated by" is often more concise and direct, especially when the differentiating factors are clear. "Are different because of" can be used when you want to emphasize the cause-and-effect relationship of the differences.
What makes "are differentiated by" formal or informal?
The phrase itself is relatively neutral in formality. Its formality depends more on the surrounding vocabulary and the context in which it's used. It's suitable for both formal and informal writing.
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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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested