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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
according to something
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to something" is correct and usable in written English.
It is typically used to attribute information or opinions to a source or authority. Example: "According to the latest research, climate change is accelerating at an alarming rate."
✓ Grammatically correct
News & Media
Academia
Wiki
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
12 human-written examples
The second essential number quantifies the thermal insulation of clothing according to something called the clo scale.
News & Media
This chapter is about looking at the analytics data for your website before and after a design change to determine the effectiveness of that change according to something that web analytics can measure.
And, according to something called the Batman Map Strike Zone (don't ask), the next location would be the big one: Yellowstone.
News & Media
Say it again, we want to rule out those Nash equilibria that instruct people way down the tree to play according to something which is not a Nash equilibrium.
Academia
According to something Netflix calls the "binge scale", ranging from "savour" at one end to "devour" at the other, its original drama Narcos, about the rise to power of Colombian drug trafficker Pablo Escobar, was the platform's slowest-burning hit in the UK, with viewers "savouring" it over six days.
News & Media
There's no doubt that Bernstein was a smart man and a born musician, but he needed an editor even in his "West Side Story" days — when, according to something he told the conductor John DeMain before the 25th-anniversary production, Jerome Robbins kept him from having the entire dance in the gym and the final scene be entirely sung.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
48 human-written examples
Nevertheless, according to Faber, something fundamental has changed.
News & Media
According to Michael Gove, something remarkable happened to schools over the Christmas holiday.
News & Media
According to Ellin, "something very mellow, maybe dinner and home by eleven" is their idea of a fun Saturday night.
News & Media
According to Do Something, more than 2.4 million people took action through the organization in response to 25 cause campaigns in 2012.
News & Media
According to Deech, something about the building – so opulent, so optimistic, so deeply Victorian – makes her feel "a special obligation to do my best".
News & Media
Expert writing Tips
Best practice
When using "according to something", clearly identify the 'something' to ensure clarity and avoid ambiguity. For example, specify "according to the study" or "according to the expert's opinion".
Common error
Avoid using "according to something" without specifying what the 'something' is. This can create confusion and weaken the credibility of your statement. Always provide a clear reference.
Source & Trust
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to something" functions as a prepositional phrase used to attribute information, opinions, or actions to a specified source or basis. Ludwig AI shows various examples where this phrase introduces a claim or a piece of information derived from a certain entity or concept.
Frequent in
News & Media
65%
Academia
20%
Wiki
15%
Less common in
Encyclopedias
0%
Science
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "according to something" serves as a versatile prepositional phrase used to attribute information to a specific source. Ludwig AI indicates that while grammatically correct, it's important to clearly specify what the 'something' refers to in order to avoid vagueness. This phrase is most commonly found in news and media, followed by academic and wiki sources. For clarity and credibility, ensure you provide a clear reference when using this phrase.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
based on a certain source
Emphasizes the foundation or origin of the information.
relying on a specific claim
Highlights the dependence on a particular assertion or statement.
as stated by a given entity
Formal alternative, stressing the speaker and the act of stating.
following a particular guideline
Focuses on adherence to a set of rules or instructions.
in line with a certain principle
Indicates agreement or conformity to a standard.
informed by a specific finding
Highlights the influence of a research result or discovery.
drawing from a particular idea
Emphasizes the origin of the concept being discussed.
with reference to a certain detail
Highlights specific aspects that are being taken into account.
grounded in a particular rationale
Focuses on the logical basis or justification for a statement.
as per a certain indication
Suggests following a specific instruction or sign.
FAQs
How can I use "according to something" in a sentence?
Use "according to something" to introduce information or a statement that originates from a specific source. For instance, "According to the report, sales have increased."
What can I say instead of "according to something"?
You can use alternatives like "based on a certain source", "as stated by a given entity", or "relying on a specific claim" depending on the context.
Is it better to say "according to something" or to name the source directly?
Naming the source directly (e.g., "John Smith stated that...") is often stronger and more credible. Use "according to something" when you want to generalize the source or when the specific source is less important than the information itself.
What’s the difference between "according to something" and "in accordance with something"?
"According to something" is used to attribute information, while "in accordance with something" implies compliance or agreement with rules or guidelines. For example, "According to the law, this is illegal" versus "The project was completed in accordance with the regulations."
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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
4.3/5
Expert rating
Real-world application tested