Used and loved by millions
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
By perspective
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "By perspective" is not commonly used in written English and may sound awkward without additional context.
It could be used when discussing viewpoints or interpretations, but it typically requires more context to clarify its meaning. Example: "By perspective, we can see how different cultures interpret the same event in unique ways."
Science
News & Media
Encyclopedias
Alternative expressions(4)
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
29 human-written examples
Aided by perspective, Rafter will recover.
News & Media
Reputation is also shaped by perspective.
News & Media
The opinions on Tyler's move appear to vary by perspective.
News & Media
Theirs is an approach brought on by adversity and sustained by perspective.
News & Media
The 16th-century biographer Giorgio Vasari said that Uccello was "intoxicated" by perspective.
Encyclopedias
Her scenes, complicated by layers of allusion and multiple focuses not governed by perspective, can't be read in conventional landscape terms.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
31 human-written examples
[Also see Perspective by Warrant].
Science & Research
[Also see Perspective by Standfuss].
Science & Research
[Also see Perspective by Korb].
Science & Research
[Also see Perspective by Kühlbrandt].
Science & Research
[Also see Perspective by Lüthi].
Science & Research
Expert writing Tips
Best practice
Pair "by perspective" with a clarifying phrase to specify whose perspective is being referenced, avoiding ambiguity. For example, "By a historian's perspective" or "By the artist's perspective".
Common error
Avoid using "by perspective" without specifying whose or what perspective is being considered. This omission can lead to ambiguity and weaken the impact of your statement. Instead of saying "The issue changes by perspective", specify: "The issue changes by the perspective of the stakeholders".
Source & Trust
79%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by perspective" functions primarily as an adverbial modifier, indicating that a statement or observation is conditional upon a particular viewpoint or frame of reference. Ludwig AI notes that its usage, while present, might benefit from additional clarifying context to enhance precision. It often introduces a sense of subjectivity or relativity to a statement.
Frequent in
Science
34%
News & Media
31%
Encyclopedias
10%
Less common in
Wiki
3%
Formal & Business
3%
Science & Research
16%
Ludwig's WRAP-UP
In summary, the phrase "by perspective" functions as an adverbial modifier indicating dependence on a particular viewpoint. Ludwig AI suggests that while acceptable, it can benefit from clarifying context. Its usage is common across diverse sources, including science, news media, and encyclopedias, showing a neutral register. For improved clarity, specify whose or what perspective is being referenced. Alternatives include "from a certain angle" or "depending on your point of view". Although the phrase "by perspective" is present in many contexts, always consider the specific audience and purpose of your writing, and clarify the subject when necessary.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
From a certain angle
Emphasizes the viewpoint as a specific spatial position.
Through a specific lens
Uses a metaphorical lens to suggest a particular filter or viewpoint.
Considering a particular viewpoint
Highlights the act of considering a viewpoint.
In light of a specific interpretation
Focuses on the interpretation influencing the view.
Given a specific context
Emphasizes the importance of context in shaping the viewpoint.
From a specific vantage point
Highlights the advantage or clarity gained from a particular viewpoint.
Seen through a specific framework
Highlights a structural or conceptual understanding.
Based on a specific understanding
Places emphasis on a knowledge base.
According to a specific belief
Attributing view to specific beliefs.
Depending on your point of view
Highlights subjective variation.
FAQs
How can I use "by perspective" in a sentence?
Use "by perspective" to indicate that an assessment or understanding is dependent on a particular viewpoint. For example, "The severity of the economic downturn can be viewed differently "by perspective"" or "The effectiveness of the policy is judged "by perspective" depending on whether you are a business owner or an employee".
What are some alternatives to "by perspective"?
Alternatives include "from a certain angle", "through a specific lens", or "depending on your point of view". The best choice depends on the specific nuance you want to convey.
Is it always necessary to specify whose perspective I'm referring to when using "by perspective"?
While not always grammatically required, specifying the perspective is highly recommended to avoid ambiguity and ensure clarity. For instance, saying "The data is interpreted "by perspective"" is less effective than saying "The data is interpreted "by the perspective" of the researchers".
Which is more appropriate, "by perspective" or "from a perspective"?
"From a perspective" is often preferred as it sounds more natural and grammatically standard. "By perspective" is acceptable but can sometimes sound awkward without proper context. Consider the sentence structure and desired emphasis when choosing between "by perspective" and "from a perspective".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
79%
Authority and reliability
3.8/5
Expert rating
Real-world application tested