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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
by and large
Grammar usage guide and real-world examplesUSAGE SUMMARY
'by and large' is correct and usable in written English.
You can use this phrase to mean 'generally' or 'in general'. For example: By and large, most people enjoy spending time outside on sunny days.
✓ Grammatically correct
News & Media
Alternative expressions(20)
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
59 human-written examples
By and large, no.
News & Media
By and large, reporters obliged.
News & Media
By and large, top-hole.
News & Media
(Critics by and large agreed.
News & Media
By and large, he did.
News & Media
By and large, it isn't working.
News & Media
By and large, the answer is yes.
News & Media
By and large, Wyoming is tolerant.
News & Media
And by and large, they are working.
News & Media
I think, by and large, we do.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
"By-and-large it worked," stated McLeish.
News & Media
Expert writing Tips
Best practice
Use "by and large" to introduce a generalization or a conclusion based on overall observation, while acknowledging that exceptions may exist. For instance, "By and large, the new policies have been successful, though some adjustments are still needed."
Common error
While "by and large" is widely accepted, avoid overusing it in formal documents. Opt for more precise language when conveying critical information. Instead of saying "By and large, the project was completed on time", specify: "Despite initial delays, the project was completed on schedule through efficient resource management."
Linguistic Context
The phrase "by and large" functions as an adverbial phrase, modifying a sentence or clause to express a generalization or overall assessment. Ludwig AI confirms this usage across numerous examples.
Frequent in
News & Media
90%
Formal & Business
5%
Science
5%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "by and large" is a versatile adverbial phrase that means "generally" or "mostly". Ludwig AI confirms its correct usage in a wide variety of contexts. It is best employed to introduce a generalization, with the understanding that exceptions may exist. While appropriate for many situations, more precise language is preferable in highly formal writing. Its frequent appearance in sources like The New York Times and The Economist underscores its acceptance in reputable publications. Alternatives include "on the whole" and "in general", providing similar shades of meaning.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
on the whole
Focuses on the entirety of the situation, suggesting a comprehensive view.
for the most part
Emphasizes the majority of instances, allowing for some exceptions.
in general
Offers a broad statement that is usually true, but not always.
generally speaking
Highlights a common or typical scenario, admitting possible variations.
as a rule
Implies a customary or standard practice, open to occasional deviations.
broadly speaking
Suggests a wide-ranging assessment without delving into specific details.
mostly
Indicates a higher proportion or degree, acknowledging that not everything fits the description.
typically
Points out a usual or representative occurrence, with the understanding that exceptions exist.
in the main
Stresses the primary or principal aspect of a situation.
by and wide
This is an archaic alternative with a similar meaning to "by and large", but it is rarely used in modern English.
FAQs
How to use "by and large" in a sentence?
Use "by and large" to make a generalization that is mostly true, but may have exceptions. For instance, "By and large, the students found the course challenging but rewarding."
What can I say instead of "by and large"?
You can use alternatives like "on the whole", "in general", or "for the most part" depending on the context.
Is "by and large" formal or informal?
"By and large" can be used in both formal and informal contexts. However, in highly formal writing, it's often better to use a more precise alternative.
What's the origin of the phrase "by and large"?
The phrase "by and large" comes from nautical terminology. It refers to a ship sailing both 'by' (close to the wind) and 'large' (with the wind), meaning it could sail in almost any direction.
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