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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
characters contribute
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "characters contribute" is correct and usable in written English.
You can use it when discussing the role or impact of characters in a story, game, or any narrative context. Example: "In this novel, the diverse backgrounds of the characters contribute significantly to the overall theme of unity."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Wiki
Alternative expressions(2)
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
4 human-written examples
The other actors and characters contribute to the film, too, of course.
News & Media
Whether it is always appreciated or not, characters contribute to the entertainment; they are an integral part of the spectacle.
News & Media
Investigations ranging from revealing the ontogeny to understanding the function of floral traits, and from experiments on floral genesis to the reconstruction of floral characters contribute to disentangling the nature and causes behind the floral shape.
Science
The PCA plots indicate which shell characters contribute to the morphological evolution of Devonian ammonoids by creating high variation.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
Even the slightest gestures and the most marginal characters contributed to the unfolding of the drama.
News & Media
These concerns were evident in her most accomplished novels, Mary Olivier: A Life (1919) and Life and Death of Harriett Frean (1922), which explored the ways in which her female characters contributed to their own social and psychological repression.
Encyclopedias
As a part of these efforts, the IRF-SIC Laborathey at the Ibn Zohr University, Morocco developed the AMHCD database [204] comprising a total of 25,740 isolated characters contributed by 60 different writers (Fig. 10).
The phonetic transcription of Indian terms with the help of Chinese characters contributed to the increased use of two and three character compounds in written Chinese, as a large number of new words were coined by the translators (e.g. 沙門 shamen "renunciant") (Liang 梁曉虹 2008: 257).
Science
Each of these recurring characters contributed their own running jokes and subplots to the show and often becoming unwillingly involved in the schemes of the trio, or on occasion having their own, separate storylines.
Wiki
Data was standardized by rescaling each category, which assured that each of the characters contributed equally to the overall information on the colony's morphological structure.
Science
The interpretation of clinal variation using knowledge of mitochondrial phylogeography suggests that it would be valuable to revisit the study of morphological characters in H. merope, particularly in relation to those characters contributing to the north-south cline associated with winter humidity.
Science
Expert writing Tips
Best practice
When analyzing a text or system, use "characters contribute" to highlight the active role and impact of specific figures or elements.
Common error
Avoid using "characters contribute" in overly general statements without specifying how they contribute. Always provide context and details about the nature of their impact.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "characters contribute" typically functions as a statement indicating that individuals or entities play an active part in bringing about a particular outcome or effect. As shown by Ludwig, it highlights their role in a given scenario.
Frequent in
Science
33%
News & Media
33%
Encyclopedias
17%
Less common in
Wiki
17%
Formal & Business
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "characters contribute" is grammatically sound and used across diverse fields such as news, science, and encyclopedias. Ludwig's analysis indicates that it serves to emphasize the active role and impact of specific figures or elements within a given context. While it's essential to provide specifics on how the characters contribute, its usage aligns with established English conventions. Related phrases include alternatives like "figures contribute" and "roles contribute". As Ludwig AI confirms, the phrase is a valid and meaningful way to discuss the influence of characters in various scenarios.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
figures contribute
Replaces "characters" with "figures", suggesting a broader application beyond fictional contexts.
traits contribute
Substitutes "characters" with "traits", shifting the focus to specific attributes rather than individuals.
personalities contribute
Substitutes "characters" with "personalities", highlighting the role of individual traits.
roles contribute
Emphasizes the function or part played, instead of the characters themselves.
characters participate
Replaces "contribute" with "participate", emphasizing involvement rather than specific contributions.
identities contribute
Highlights the role of identities, rather than individual characters.
characters assist
Replaces "contribute" with "assist", suggesting a supporting role.
actors contribute
Focuses on the role of actors in adding to a performance or production.
circumstances contribute
Shifts the subject from characters to surrounding situations.
nature contribute
Replacing "characters" with "nature" shifts the focus towards natural attributes rather than specific individuals.
FAQs
How can I use "characters contribute" in a sentence?
Use "characters contribute" to describe how individuals or elements play a role in a larger context. For example, "The well-developed characters contribute to the novel's immersive atmosphere."
What can I say instead of "characters contribute"?
You can use alternatives like "figures contribute", "roles contribute", or "personalities contribute" depending on the specific context.
Which is correct, "characters contribute" or "character contributes"?
"Characters contribute" is correct when referring to multiple characters. "Character contributes" is appropriate when referring to a single character.
What's the difference between "characters contribute" and "characters participate"?
"Characters contribute" emphasizes the specific impact or role that characters have, while "characters participate" simply indicates their involvement or presence in an activity or situation.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested