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
large scale number of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "large scale number of" is not correct in standard written English.
It is typically intended to describe a significant quantity or extent of something, but the phrasing is awkward and redundant. Example: "The project requires a large scale number of resources to be successful."
⚠ May contain grammatical issues
Science
News & Media
Formal & Business
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
Compared with the conventional S-procedure method, the proposed approach achieves similar performance, but reduces the complexity significantly, especially for the system with large scale number of antennas.
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
However, for the future, we do hope for such an analysis to be done on more large-scale number of subjects.
Science
As systematic queries of the human genome become more feasible on a large scale, a number of advantages for pharmacogenetic investigation become evident (Table 1).
Science
The fact that most governmental resources had been invested into the chemical medicine subsector has not changed in the past decade, and may be related to the large scale and number of chemical medicine firms in China.
The properties of similar interfaces have been analyzed on a large scale by a number of research groups.
Science
However, none of these studies has been conducted on a large scale, incorporating a number of health facilities covering large demographic areas with socio-cultural diversity.
Science
At larger scales, the number of structures decrease but their localisation is less precise: in the Hough space, the peaks are less numerous, but more flattened.
In this section, we apply bNEAT to large-scale (large number of SNPs but small samples) datasets in real genome-wide case-control studies, which often require genotyping of 30,000 1,000,000 common SNPs.
Science
"Now with the multiplexers, we have control on a large scale for a huge number of valves".
News & Media
Building a truly disruptive business requires driving transformative change on a large scale, attracting a meaningful number of users and building a business with long-term sustainability.
News & Media
It also has effective access to resources and expertise for coordinating large scale initiatives in a number of countries".
Formal & Business
Expert writing Tips
Best practice
Prefer using more standard phrases like "large number of" or "significant amount of" for better clarity and grammatical correctness.
Common error
Avoid combining "large scale" directly with "number of". "Large scale" typically describes the scope or extent of something, while "number of" refers to a quantity. Choose one or the other for better clarity.
Source & Trust
82%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "large scale number of" attempts to quantify something within a broad or extensive context. As noted by Ludwig AI, the phrase is not standard and deemed incorrect.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "large scale number of" is deemed grammatically incorrect by Ludwig AI, despite its rare appearance in some texts. It aims to express a significant quantity within a broad scope, but combining "large scale" directly with "number of" creates an awkward and non-standard construction. For improved clarity and correctness, opt for alternatives like "large number of" or "significant amount of", tailored to the specific context. Using precise and grammatically sound language enhances communication and strengthens credibility.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
large number of
Omits "scale", focusing directly on quantity; it's grammatically correct and commonly used.
significant number of
Replaces "large scale" with "significant", emphasizing importance in quantity.
considerable number of
Uses "considerable" instead of "large scale", indicating a noteworthy quantity.
substantial number of
Employs "substantial" to highlight the size or importance of the quantity.
large-scale quantity of
Rephrases to emphasize the "large-scale" aspect referring to the "quantity", but keeps the original context closer than others.
extensive quantity of
Uses "extensive" to denote a large amount, implying a wide reach or impact.
high volume of
Replaces "number" with "volume", suitable for uncountable items or aggregate amounts.
vast quantity of
Substitutes "large scale number" with "vast quantity", emphasizing immensity.
widespread number of
Expresses the idea of a widespread existence across a population or area.
great amount of
Uses "great amount" to indicate a considerable quantity, usually for uncountable nouns.
FAQs
What's a better way to say "large scale number of"?
Instead of "large scale number of", use phrases like "large number of", "significant amount of", or "considerable quantity of" for improved clarity and grammatical accuracy.
Is "large scale number of" grammatically correct?
No, "large scale number of" is not grammatically correct. It awkwardly combines two different concepts. It's better to use clearer and more standard phrases.
How can I use "large scale" and "number of" correctly in a sentence?
Use "large scale" to describe the scope or extent of something (e.g., "a large scale project") and "number of" to indicate a quantity (e.g., "a number of participants"). Avoid directly combining them.
What does "large scale number of" even mean?
The phrase intends to convey a significant quantity or extent, but it's not standard English. Better alternatives are "large number of" or "significant amount of", depending on the context.
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
82%
Authority and reliability
2.8/5
Expert rating
Real-world application tested