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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
trends by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "trends by" is correct and usable in written English.
It can be used when discussing or analyzing trends that are categorized or identified by a specific factor, such as time, location, or demographic. Example: "The report highlights trends by age group, showing how preferences vary among different generations."
✓ Grammatically correct
News & Media
Science
Alternative expressions(3)
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
60 human-written examples
Tracking real estate trends by the numbers defies absolute precision.
News & Media
Dr. Hrabowski aimed to reverse these trends by blending pieces of successful efforts at other schools.
News & Media
Some designers avoided trends by being too outré, or not outré enough.
News & Media
DIVINING real estate trends by the numbers is, at best, a murky exercise.
News & Media
I wouldn't put my money on anything substantive happening, on current trends, by 2015 either.
News & Media
You can see these trends by income group, and year by year, in our interactive graphic.
News & Media
On present trends, by 2018 America will import more from Mexico than from any other country.
News & Media
I know, I know: pop-culture trends, by their very nature, come with expiration dates.
News & Media
On current trends, by 2025 there will be almost as many pensioners as workers.
News & Media
Akbar combated those trends by instituting comprehensive reforms that involved two fundamental changes.
Encyclopedias
This chart of adoption trends by children's country of origin tells the bigger tale.
News & Media
Expert writing Tips
Best practice
When analyzing data, use "trends by" to clearly define which variable you are using to segment and compare different patterns (e.g., "trends by" region, age, or product type).
Common error
Be specific about what the trends are segmented by. Saying "the trends" alone is vague; clarify with "trends by" a specific category to provide clear insights.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "trends by" functions as a prepositional phrase that modifies a noun, indicating a categorization or segmentation of trends based on a specific variable. As Ludwig AI confirms, this phrase is usable and correct in written English.
Frequent in
Science
45%
News & Media
40%
Encyclopedias
5%
Less common in
Formal & Business
3%
Reference
3%
Wiki
2%
Ludwig's WRAP-UP
In summary, the phrase "trends by" is a grammatically sound and frequently employed expression used to categorize or analyze trends based on specific variables. Ludwig AI confirms its correctness and usability. It is versatile, appearing in diverse fields like science, news, and business, making it appropriate for both professional and academic contexts. When using "trends by", clarity is key, so be sure to specify the segmenting variable to avoid ambiguity. Common alternatives include "patterns according to" and "tendencies based on", which can provide subtle shifts in meaning.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
tendencies based on
Substitutes 'trends' with 'tendencies' and 'by' with 'based on'.
patterns according to
Changes the noun from 'trends' to 'patterns' and uses 'according to' instead of 'by'.
shifts depending on
Highlights 'shifts' and uses 'depending on' to show the conditional aspect.
developments categorized by
Replaces 'trends' with 'developments' and uses 'categorized by' to convey the same meaning.
movements influenced by
Describes trends as 'movements' and uses 'influenced by' to indicate factors.
changes in relation to
Emphasizes the 'changes' aspect of trends and uses 'in relation to' to specify the factor.
fluctuations determined by
Uses 'fluctuations' to describe trends and 'determined by' to show causation.
variations with respect to
Focuses on 'variations' and uses 'with respect to' to indicate the differentiating factor.
progressions as per
Uses 'progressions' instead of 'trends' and 'as per' instead of 'by'.
modifications concerning
Replaces trends with modifications, changes the preposition.
FAQs
How can I use "trends by" in a sentence?
What are some alternatives to using "trends by"?
Instead of "trends by", you could use phrases like "patterns according to", "tendencies based on", or "developments categorized by", depending on the context and the nuance you want to convey. See more at /s/patterns+according+to, /s/tendencies+based+on, /s/developments+categorized+by.
How does "trends by" differ from "general trends"?
"Trends by" specifies how trends are segmented for analysis, while "general trends" refers to overall patterns without specific categorization. For instance, "general trends" might describe overall market growth, whereas ""trends by" region" would break down that growth geographically.
Is it better to say "trends by" or "trends according to"?
Both "trends by" and "trends according to" are grammatically correct, but "trends by" is generally more concise and commonly used. "Trends according to" may be preferred when emphasizing the source or method of categorization, for example in reports, or research papers.
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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