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 provided
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to provided" is not correct in written English as it is incomplete and lacks clarity.
It could be used in a context where you are referencing information that has been supplied, but it needs additional words to be grammatically correct. Example: "According to the provided data, we can conclude that sales have increased this quarter."
⚠ May contain grammatical issues
Science
News & Media
Academia
Alternative expressions(20)
according to attached
as per the attached
according to referred
correspond to attached
in accordance with the attached
according to benefit
according to deputy
according to the information given
as per the provided instructions
according to established
based on the attached
as indicated in the attached
according to advice
according to connection
according to presentation
according to reached
according to accompanying
according to clause
referring to the attached
according to paid
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
11 human-written examples
(VECs) were purchased from MatTek Corp., (Ashland, MA USA) and maintained according to provided protocol.
Science
The RNA was then solublized and cleaned using DNase I and the RNeasy Mini Kit (QIAGEN Inc, Valencia, CA) according to provided protocols.
Science
Cryopreserved cells were thawed and maintained according to provided protocols.
RNA from EMB samples was extracted using RNeasy fibrous tissue minikit according to provided protocol (Qiagen).
Mutagenesis was performed with the New England Biolabs GPS-LS system according to provided instructions.
Science
Oxidized and reduced glutathione were measured using GSH/GSSG-Glo assay provided by Promega according to provided protocol.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
49 human-written examples
According to data provided by the transit authority, the crosstown routes provided 61.9 million rides in 2008.
News & Media
This is according to data provided to Forbes by Lender Processing Services (LPS), a mortgage-industry service provider.
News & Media
We used the Synaptics touchpad according to the provided specifications.
Academia
The cells aligned according to the provided scaffold template.
Science
This year, roundtable members have contributed $50 million to the governors association, according to details provided to The Washington Post.
News & Media
Expert writing Tips
Best practice
Always ensure that the phrase "according to" is followed by a noun or noun phrase that specifies what is being provided. For example, use "according to the provided data" instead of "according to provided."
Common error
Avoid using "according to provided" without a clear noun or noun phrase specifying what has been provided. This often results in grammatical errors and a lack of clarity. Always clarify what information source is being cited.
Source & Trust
83%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
Prepositional phrases like "according to provided" are used to indicate the source or basis of information. However, this specific phrasing is grammatically incomplete and requires a noun phrase to clarify the source. Ludwig AI indicates this phrase is incorrect.
Frequent in
Science
38%
News & Media
38%
Academia
10%
Less common in
Wiki
3%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, the phrase "according to provided" is grammatically incorrect and requires completion with a noun or noun phrase to specify the source of information. Ludwig AI confirms this. While examples of its use exist, they often represent incomplete or ungrammatical constructions. To ensure clarity and correctness, it's recommended to use alternatives like "according to the provided data", "based on the provided information", or "as per the provided instructions". These alternatives enhance the credibility and clarity of your writing, avoiding potential misinterpretations. The most authoritative sources tend to use grammatically correct alternatives.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to the provided information
Adds 'information' to clarify what is being provided, making the phrase grammatically sound and complete.
as per the provided instructions
Replaces 'according to' with 'as per', offering a slightly more formal tone and emphasizing adherence to specific guidelines.
in accordance with the provided data
Uses 'in accordance with' for a more formal tone, highlighting agreement with the data that has been supplied.
based on the provided details
Emphasizes that the statement is grounded in specific 'details' already furnished, rather than a general agreement.
following the provided protocol
Emphasizes adherence to a set 'protocol', typically in scientific or procedural contexts.
pursuant to the provided guidelines
A legalistic or highly formal substitute, indicating action taken under specific 'guidelines'.
consistent with the provided evidence
Highlights that something aligns or agrees with the 'evidence' that has been made available.
as indicated by the provided results
Focuses on 'results' as the source of the information, suggesting a more scientific or data-driven approach.
in line with the provided specifications
Highlights alignment with technical or detailed 'specifications'.
by virtue of the provided parameters
Emphasizes that something is a direct result or consequence of specific 'parameters' that were set.
FAQs
How can I correctly use the phrase "according to provided" in a sentence?
The phrase "according to provided" is incomplete. You should use "according to the provided [noun]", such as "according to the provided data", "according to the provided instructions", or "according to the provided information".
What phrases can I use instead of "according to provided"?
Instead of "according to provided", you can use phrases like "according to the provided information", "as per the provided instructions", or "based on the provided details".
Is it grammatically correct to say "according to provided"?
No, it is not grammatically correct. The phrase requires a noun or noun phrase to specify what is being 'provided'. A correct usage would be: "according to the provided evidence".
What is the difference between "according to provided data" and "according to the data provided"?
"According to provided data" is grammatically incorrect. The correct form is "according to the data provided". This specifies that you are referring to "data provided", offering a clearer and more grammatically sound expression.
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
83%
Authority and reliability
2.8/5
Expert rating
Real-world application tested