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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
recommendations range from
Grammar usage guide and real-world examplesUSAGE SUMMARY
"recommendations range from" is correct and usable in written English.
You can use it when you want to introduce a set of different options or ideas. For example: "The recommendations range from changing the company's policies to reducing costs."
✓ Grammatically correct
News & Media
Science
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
17 human-written examples
The recommendations range from up to 16 hours daily for babies to at least eight hours for teens.
News & Media
Its recommendations range from the sensible and inoffensive – such as improving hospitals' nutritional standards, or limiting fast food outlets – to the hateful and harmful.
News & Media
Suri's own recommendations range from the sensible if obvious (be flexible and adaptable) to the banal ("Nation-building is all about people").
News & Media
Her recommendations range from typical tourist haunts like Navy Pier and shopping on Michigan Avenue to more off-the-beaten-path, hip boutiques in Wicker Park or a trippy, 3-D animated music show at the Adler Planetarium.
News & Media
Tasting Table recommendations range from directions, menus, editorial insights, special offers, and more.
News & Media
However, existing design recommendations range from ignoring the effect to suggesting a 60% stiffness reduction of the concrete.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
41 human-written examples
They produced 64 recommendations, ranging from changes to school history curricula to the creation of a website.
News & Media
Do check her blog, with essential recommendations ranging from the Beats to Tales of the City – and here is what Guardian readers had to add.
News & Media
Remedial recommendations ranged from resigned acceptance of the status quo (and hopping a train if it's going your way), to entirely junking federal management of the air-traffic control networks in favor of a privatized system.
News & Media
The panel's recommendations ranged from the obvious -- instructing caseworkers to notify law enforcement officials when a child is missing -- to more ambitious measures, like urging Mr. Bush to press Congress for looser restrictions on federal money so states can develop innovative child welfare programs.
News & Media
John F. Lehman, a Republican on the panel and the former Navy secretary in the Reagan administration, said that "nothing is off the table" and that the the panel was weighing recommendations ranging from the creation of a domestic intelligence-gathering agency, similar to Britain's MI-5, to the establishment of a new cabinet-level post of national intelligence director.
News & Media
Expert writing Tips
Best practice
When using "recommendations range from", ensure that the items you are listing are distinct and provide a clear spectrum of possibilities or options.
Common error
Avoid stating that "recommendations range from" one point without specifying the other end of the range. Always provide both extremes to give a complete picture.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "recommendations range from" serves as an introductory phrase. It introduces a series of options, suggestions or proposals. Ludwig AI confirms its grammatical correctness and usability. This phrase signals that what follows is a diverse set of ideas or actions.
Frequent in
Science
32%
News & Media
57%
Formal & Business
0%
Less common in
Social Media
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "recommendations range from" is a grammatically correct and frequently used expression that introduces a spectrum of suggestions, options, or actions. According to Ludwig AI, this phrase is considered usable in written English, and it serves to signal a diverse set of ideas. Its register is generally neutral, making it suitable for use in both academic and informal contexts. A common best practice is to ensure a clear spectrum of possibilities is presented. Be aware not to list one end of the spectrum but to include both extremes for the phrase to be complete. The most authoritative sources using this phrase include The New York Times, The Guardian and Science Magazine.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
span from
Emphasizes the breadth of inclusion, suggesting a complete coverage from one extreme to another.
vary from
Focuses on the differences between items within the set, highlighting diversity.
extend from
Suggests a physical or metaphorical reach from a starting point to an endpoint.
cover a range of
Highlights the inclusive nature of the set, implying that all elements within the stated boundaries are included.
go from
A more informal way to indicate progression or movement across a spectrum.
include
Indicates the options encompassed within a larger set.
encompass
Highlights the comprehensive nature of the inclusion.
diverge from
Focuses on the point at which different paths or possibilities separate.
oscillate between
Implies a back-and-forth movement between two or more options.
fluctuate between
Highlights the unstable and changing nature of the options.
FAQs
How do I use "recommendations range from" in a sentence?
Use "recommendations range from" to introduce a variety of suggestions or courses of action. For example, "The "recommendations range from" basic exercises to advanced physical therapy".
What phrases are similar to "recommendations range from"?
Is it better to use "vary from" or "recommendations range from"?
The choice depends on context. "Vary from" emphasizes the differences between options, while "recommendations range from" simply lists a variety of suggestions. Using "recommendations range from" is better when you want to provide a spectrum of possibilities.
Can I use "recommendations range from" to describe non-numerical ranges?
Yes, "recommendations range from" can be used to describe a range of qualitative options, such as ""recommendations range from" changes to school history curricula to the creation of a website".
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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
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested