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
according to the
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to the" is correct and usable in written English.
It is usually used to indicate that the sentence that follows is based on information from a reliable source, such as a book, website, or person. For example: "According to the latest national census, the population of the United States is over 330 million people."
✓ Grammatically correct
News & Media
Wiki
Science
Alternative expressions(20)
as stated by
based on the
in accordance with the
as per the
drawing from the
following the
on the authority of
acknowledging to the
implementation to the
corresponding to the
pursuant to the
as understood by the
as perceived by the
as interpreted by the
as apparent to the
based on the of
derived from the
based on
stemming from the
implementation of the
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
According to the L.S.E.
News & Media
According to the W.H.O.
News & Media
According to the N.Y.U.
News & Media
According to the O.S.F.
News & Media
According to the G.A.O.
News & Media
According to the I.M.F.
News & Media
According to the latest I.M.F.
News & Media
Wrong, according to the Canadians.
News & Media
That's according to the numbers.
News & Media
Not according to the police.
News & Media
according to the Wilshire website.
News & Media
Expert writing Tips
Best practice
Always cite your sources when using the phrase "according to the" to maintain credibility and avoid plagiarism. Ensure the source is reliable and relevant to your content.
Common error
Avoid relying solely on one source when using "according to the". Consult multiple sources to provide a balanced and comprehensive view. This strengthens your argument and demonstrates thorough research.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to the" functions as a prepositional phrase that introduces information or a statement attributed to a specific source. It signals that the following information is not the writer's own assertion but is derived from an external authority. Ludwig AI indicates that this phrase is commonly used.
Frequent in
News & Media
67%
Wiki
19%
Science
12%
Less common in
Formal & Business
1%
Encyclopedias
1%
Academia
0%
Ludwig's WRAP-UP
In summary, the phrase "according to the" is a versatile and commonly used prepositional phrase that serves to attribute information to a specific source. As Ludwig AI points out, it is grammatically correct and widely accepted. Predominantly found in news and media contexts, it also appears frequently in wikis and scientific publications. To ensure credibility, it's crucial to cite sources properly and consult multiple sources for a balanced perspective. By following these practices, you can effectively use the phrase to enhance the validity and trustworthiness of your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as stated by
Focuses on the act of stating, emphasizing the source's explicit declaration.
based on the
Highlights the foundation or basis of information, suggesting a derivation.
in accordance with the
Emphasizes compliance or agreement with a standard or rule.
following the
Indicates a sequence or adherence to a particular method or guideline.
drawing from the
Implies a selective use of information from a source.
referring to the
Highlights the act of making reference to a source.
on the authority of
Emphasizes the credibility and power of the source.
attributing to the
Specifically assigns the information or idea to a particular source.
informed by the
Suggests that the information has shaped or influenced an understanding.
as per the
A more concise and direct way of indicating adherence to instructions or guidelines.
FAQs
How can I effectively use "according to the" in a sentence?
Use "according to the" to introduce information or data obtained from a specific source. For example, "According to the New York Times, the economy is improving."
What are some alternatives to "according to the"?
You can use alternatives like "as stated by", "based on the", or "in accordance with the" depending on the context.
Is it necessary to always specify the source when using "according to the"?
Yes, specifying the source is crucial for transparency and to give credit to the original source of the information. This adds credibility to your writing.
How does the formality of "according to the" compare to its alternatives?
"According to the" is generally neutral. Alternatives like "as per the" can be more formal, while others like "drawing from the" can imply a more interpretive use of the source material.
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested