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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
simply according to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "simply according to" is correct and usable in written English.
It can be used when you want to express that something is based on or in accordance with a specific source or authority in a straightforward manner. Example: "Simply according to the guidelines provided, all submissions must be completed by Friday."
✓ Grammatically correct
Science
News & Media
Academia
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
26 human-written examples
The visual documents are mapped into this space simply according to the results of the baseline concept detectors.
Academia
He has been neither a leading man nor a star; he is simply, according to his reviews, his colleagues, and of course his audiences, terribly good.
News & Media
At least for the short program, Billings said, he would like to see everyone dressed in a sports uniform, so the technical skill of each skater can be judged simply according to athleticism, line and technique.
News & Media
Since my library, unlike a public one, requires no common codes that other readers must understand and share, I've organized it simply according to my own requirements and prejudices.
News & Media
I've heard of couples who delegate household tasks simply according to what's inside the house and what's outside; we've tried that system as well, but it breaks down in the spring when we tend to argue about what to plant in the garden.
News & Media
At my restaurant the Seahorse, we do serve some local meat, but in the main it is known for its seafood, which is cooked over charcoal or just prepared simply according to the seasons and served unadorned, so our guests can appreciate the fabulous seafood that's caught just outside our door.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
34 human-written examples
Still, the derivatives sector is simply too much a part of Wall Street to just simply vanish, according to John R. Chrin, a former financial services investment banker and teaching fellow at Lehigh University.
News & Media
For the principle of utility judges not simply rules, according to Mill, but rules with sanctions attached.
Science
But its latest purchase in California is simply "insane", according to Christopher Thornburg, an economics professor at the University of California, Riverside.
News & Media
The houses that collapsed were constructed incorrectly, she said, but to her frustration many people rejected professional advice and simply rebuilt according to longstanding traditions.
News & Media
Validity of the mTCNS was simply assessed according to linear correlation (Pearson coefficients) with the precursor TCNS, but linear correlations with individual measures of DSP, including the results of nerve conduction studies and other objective tests, were calculated.
Science
Expert writing Tips
Best practice
Use "simply according to" to clearly and concisely indicate that a statement or action is based on a specific guideline, rule, or source. This helps to provide context and justification for your claims.
Common error
Avoid using "simply according to" repetitively in close proximity, as it can make your writing sound monotonous. Vary your phrasing by using alternatives like "merely based on" or "just in accordance with" to enhance readability.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "simply according to" functions as a prepositional phrase modifying a verb or noun, indicating the basis or source of an action, decision, or statement. Ludwig shows numerous examples where it provides context by attributing information or procedures to a particular standard or authority. It shows that Ludwig AI approves the use of the expression.
Frequent in
Science
40%
News & Media
36%
Academia
8%
Less common in
Encyclopedias
4%
Wiki
4%
Formal & Business
4%
Ludwig's WRAP-UP
In summary, "simply according to" is a grammatically correct and commonly used prepositional phrase. As Ludwig AI confirms, this phrase is used to attribute information or actions to a specific source or standard. It is found in diverse contexts, especially science and news media, emphasizing its versatility. While useful, consider varying your phrasing with alternatives like "merely based on" to prevent repetition. Remember to use "simply according to" to clearly indicate the basis for your claims, enhancing transparency and credibility in your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
merely based on
Replaces "simply" with "merely", emphasizing the straightforward basis of the statement.
just in accordance with
Substitutes "simply" with "just" and rephrases "according to" to "in accordance with", maintaining a similar level of formality.
purely on the grounds of
Replaces "simply according to" with "purely on the grounds of", indicating a reason or justification.
solely with reference to
Emphasizes that something depends exclusively on the mentioned factor.
only with regard to
Highlights that the statement is limited to the specified aspect.
determined solely by
Rephrases to highlight that the outcome depends entirely on the identified factor.
as stated by
Offers a more direct attribution to a source.
on the authority of
Emphasizes reliance on an authoritative source.
following the principles of
Replaces "according to" with a phrase emphasizing adherence to a set of guidelines.
directly from
Focuses on the immediate origin or source of information.
FAQs
How can I use "simply according to" in a sentence?
Use "simply according to" to indicate that something is based on a specific source, guideline, or rule. For example, "The data was categorized "simply according to" age and gender."
What are some alternatives to "simply according to"?
Alternatives include "merely based on", "just in accordance with", or "purely on the grounds of", depending on the context and the level of formality required.
Is it correct to use "simply according to" in formal writing?
Yes, "simply according to" is appropriate for formal writing, especially when you need to clearly state the basis for a particular claim or action. However, ensure that your writing does not become repetitive by varying your phrasing when appropriate.
What's the difference between "simply according to" and "based on"?
"Simply according to" specifies a more direct reliance on a particular source or guideline, whereas "based on" is a broader term indicating a general foundation or influence. "The decision was made "simply according to" the company policy" is more precise than "The decision was based on the company policy".
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested