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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
Grammar usage guide and real-world examplesUSAGE SUMMARY
'according' is a correct and usable word in written English.
It is an adverb meaning in agreement or in harmony with something and is used to indicate that something is true due to the facts that are known. Example sentence: According to the USDA, an adult needs to consume at least five servings of fruits and vegetables each day.
✓ Grammatically correct
News & Media
Formal & Business
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
60 human-written examples
And, parts of London, there are actually Muslim religious police that actually beat and actually wound seriously anyone who doesn't dress according to religious Muslim attire.
News & Media
According to the Campaign for Better Transport (CBT), the cost of a Milton Keynes season ticket has risen 23.5%, or £930, since January 2010 and is one of a number of fares that have increased around four times more than average wages over this five-year period.
News & Media
Everything will be covered but there will be some flexibility in shifting things around according to the flow of the workshops and the needs of the students.
News & Media
Turkmenistan is among the most corrupt and repressive countries on earth, according to watchdogs.
News & Media
According to the New York Times, 30 specialists from the state department, FBI and Pentagon, with medical, intelligence, counter-terrorism and communications expertise, have been sent to Nigeria.
News & Media
George Osborne's proposed "cuts" in national insurance contributions will cost about £5.6bn, according to the Institute for Fiscal Studies.
News & Media
Since 2011, United has piled up a mountain of consumer complaints (according to one report, only Spirit has more per passenger) and has repeatedly tallied some of the worst quality rankings in the nation, trailing even discount airlines like Frontier and AirTran.
News & Media
Fewer than 100 cases of Ebola have been reported in west Africa in the last week, according to the World Health Organisation, which says the outbreak has now effectively moved into the endgame.
News & Media
Piras, who hailed from the town of Ittiri on the Mediterranean island, co-founded an olive oil and wine cooperative and was tasked with marketing its goods for export, the AP reported according to Italian media.
News & Media
At the end of April, Heitkamp introduced bipartisan legislation in the Senate to re-write the rule, with the backing of other Democratic senators, including Senator Joe Manchin from West Virginia, which produces around 15% of America's fossil fuel energy, according to the region's department of commerce.
News & Media
According to a "well-informed source", it "was not her strategy for world peace" that snared Clooney (obviously not – intellect is repulsive in a woman): it was that she "played hard to get".
News & Media
Expert writing Tips
Best practice
When using "according", ensure you clearly state the source to lend credibility to your statement. For example, "According to The New York Times..."
Common error
Avoid using "according" without specifying the source. It can lead to confusion or weaken the credibility of your claim. Always clarify "according to whom?"
Source & Trust
94%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
"According" primarily functions as an adverb, indicating that a statement or action is in agreement or conformity with something else. As Ludwig AI explains, it signals that information is true based on known facts. Numerous examples in Ludwig demonstrate this function across diverse contexts.
Frequent in
News & Media
55%
Formal & Business
25%
Science
20%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "according" is a versatile adverb predominantly used to attribute information or actions to a specific source, as validated by Ludwig AI. Its grammatical status is correct, and it appears frequently in news, formal, and scientific contexts. When using "according", it is essential to clearly specify the source to maintain credibility. While there are various alternatives, the primary function remains consistent: linking information to its origin. The frequency of "according" is very common, indicating its widespread use across diverse forms of writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
in accordance with
Indicates conformity or compliance with a rule, law, or principle.
pursuant to
Suggests acting in compliance with a specific legal or procedural requirement.
consistent with
Implies agreement or alignment with a set of standards, principles, or expectations.
as stated by
Attributes information or an opinion directly to a named source.
as reported by
Indicates information originating from a report, often implying investigation or data collection.
conforming to
Highlights adherence to a particular standard or pattern.
corresponding to
Emphasizes a parallel or matching relationship between two or more things.
in line with
Suggests agreement or alignment, often in terms of policy or strategy.
relative to
Indicates a connection or proportion, often when comparing different aspects or measures.
depending on
Specifies that a result or situation is contingent upon certain factors or conditions.
FAQs
How do you use "according" in a sentence?
Use "according" to introduce information attributed to a specific source. For example, "According to the report, sales have increased."
What can I say instead of "according to"?
You can use alternatives like "in accordance with", "as stated by", or "consistent with depending on the context".
When is it appropriate to use "according"?
Use "according" when you want to attribute information or an opinion to a specific source, lending credibility or indicating the origin of the information.
What's the difference between "according to" and "in accordance with"?
"According to" is generally used to cite a source of information, while "in accordance with" suggests compliance or conformity with rules or guidelines.
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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
94%
Authority and reliability
4.5/5
Expert rating
Real-world application tested