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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
has incorporated about
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "has incorporated about" is not standard in written English and may lead to confusion.
It could be used when discussing the inclusion of a certain amount or aspect in a broader context, but it is better to clarify the intended meaning. Example: "The report has incorporated about 50% of the feedback received from stakeholders."
Arts
Encyclopedias
Science
News & Media
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
1 human-written examples
He has incorporated about 100 works by Noguchi into a series of distracting theatrical environments -- including sound and disorienting lighting -- that have far more to do with his own proclivities for Pop-surrealist thanter than with Noguchi's exquisitely refined sensibility.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
City populations have expanded at the expense of the countryside and by the early 21st century had incorporated about two-thirds of the country's people.
Encyclopedias
Upon induction of 18-4s cells with ponasterone A and sodium butyrate, up to 4 μg/ml of VLPs, which had incorporated about 150 molecules of NefG3C-GFP per viral particle, were released into the culture supernatant.
Science
Director Michael Gracey has incorporated just about every dance-based trick imaginable to create a striking piece of work.
News & Media
Indeed, Rubio has incorporated the questions about his financial dealings into his self-narrative.
News & Media
Here, we consider two thrusts of disaster resilience work, one that focuses almost solely on social aspects and one that has incorporated the ideas about social ecological systems.
Science
Although the characters are fictional, she has incorporated into them various details about her parents: one is a dentist, as her father was, and the "diet doctor" her mother frequented makes an appearance.
News & Media
Lola talked about how she has incorporated some of her mother's rules in her family such as: always having a vegetable and having her daughters eat the vegetables first.
Science
While Mr. Uribe has incorporated into his speeches the need to battle paramilitaries, Mr. Vivanco said he has doubts about his sincerity.
News & Media
We have incorporated discussions about pseudokinase-kinase pairs in the revised manuscript.
Science
But it wasn't as nasty as it might have been, because the Lernout & Hauspie folks have incorporated a tutorial about using the program into this process.
News & Media
Expert writing Tips
Best practice
When using "has incorporated about", ensure the context clearly indicates that an approximation or estimate is being provided, not an exact figure.
Common error
Avoid using "has incorporated about" when a precise number is available. It introduces unnecessary vagueness where accuracy is possible.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "has incorporated about" functions as a verb phrase indicating the inclusion of something, but with an element of approximation. It suggests that something has been integrated, but the exact amount or extent isn't precisely defined. Ludwig shows examples of usage in various contexts.
Frequent in
News & Media
33%
Science
33%
Encyclopedias
11%
Less common in
Formal & Business
0%
Wiki
0%
Academia
0%
Ludwig's WRAP-UP
The phrase "has incorporated about" signifies that something has been included or integrated, but with an element of approximation. Ludwig indicates that while acceptable, this phrase isn't always the most precise choice, and clearer alternatives may exist depending on the context. Its frequency is uncommon and usage spans a range of neutral to slightly formal registers, often in contexts like News & Media, Science and Encyclopedias. Ludwig AI points out that the phrase isn't standard, suggesting the user might want to rewrite the sentence. When using this phrase, ensure that the approximation is intentional and avoid it when precise figures are available.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
has included approximately
Replaces "incorporated about" with a more formal and precise alternative.
has integrated roughly
Uses "integrated" to mean incorporated, with "roughly" indicating approximation.
has comprised nearly
Employs "comprised" suggesting composition, with "nearly" for approximation.
has encompassed around
"Encompassed" widens the scope of inclusion, and "around" is used for estimation.
has assimilated close to
"Assimilated" implies a more thorough integration, "close to" denoting approximation.
has embodied in the vicinity of
"Embodied" suggests a more abstract or conceptual inclusion, using "in the vicinity of" for approximation.
has absorbed in the neighborhood of
"Absorbed" implies taking in or including, with "in the neighborhood of" for approximation.
has merged just about
"Merged" indicates a combination or blending, using "just about" for approximation.
has contained almost
"Contained" specifies inclusion within limits, with "almost" denoting nearness.
has factored in approximately
"Factored in" suggests considering or including in a calculation, using "approximately" for estimation.
FAQs
How can I rephrase "has incorporated about" for better clarity?
Consider using phrases like "has included approximately", "has integrated roughly", or "has comprised nearly" to convey a similar meaning with potentially improved precision.
Is "has incorporated about" grammatically correct?
While not strictly incorrect, "has incorporated about" can sound awkward or less formal. Ludwig AI suggests it is acceptable, but clarifying with more precise language is often preferable.
In what contexts is "has incorporated about" most appropriate?
This phrase works best when discussing elements included in a broader context, where providing an exact number isn't feasible or necessary. Formal writing may benefit from more precise alternatives.
What's the difference between "has incorporated about" and "has fully incorporated"?
"Has incorporated about" implies a partial or approximate inclusion, while "has fully incorporated" suggests complete integration. Choose the phrase that accurately reflects the extent of incorporation.
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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
4.1/5
Expert rating
Real-world application tested