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
as validating data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as validating data" is correct and usable in written English.
It can be used when referring to data that serves to confirm or support a particular finding or hypothesis. Example: "The results of the experiment were analyzed, with the previous studies being used as validating data to strengthen our conclusions."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(20)
as corroborating data
as supportive data
as supporting data
as evidence in support
as complementary data
as ancillary data
as further data
as operational data
as suitable data
as enabling data
as supplementary data
as useful data
as supportive measures
as positive data
as supportive figures
as reinforcing data
as backing data
as valuable data
as supportive information
as supportive evidence
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
1 human-written examples
The content can be used to enable automated QC, such as selection of appropriate precision and accuracy, as well as validating data using specified operational ranges.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Finally, for independent analysis of microarray data as validated data sets, these hub genes can provide excellent diagnostic power in distinguishing grade, type, and stage of ECs.
Science
In addition, it includes an updated and complete dataset of sequences for both miRNA and mRNAs 3′-Untranslated region from human (including human viruses), mouse and rat, as well as experimentally validated data from four well-known databases.
Moreover, the parameters are estimated by an evolutionary optimization method, and thus more accurate scores can be estimated as more experimentally validated data are added.
Science
Additionally, because FGDs were interactive, participants were able to query and challenge each other as well as explain themselves; hence offering validated data on the extent of consensus or diversity.
Science
Because FGDs in this study were interactive, participants were able to query and challenge each other as well as explain themselves; hence offering validated data on the extent of consensus or diversity.
Apple likely won't give hard numbers on expenses but, if all works as planned, it will validate data center fuel cells for reliable power generation at this scale.
News & Media
In this context, the AD neuroimaging initiative (ADNI), an on-going longitudinal natural long-term history study of elderly designed to collect validated data such as MRI and PET images, cerebral spinal fluid and blood biomarkers together with clinical/cognitive measurements in normal subjects (NL, MCII, and AD is a first and important step in the early detection and tracking of AD.
Application controls are specific to a given application and include such measures as validating input data, logging the accesses to the system, regularly archiving copies of various databases, and ensuring that information is disseminated only to authorized users.
Encyclopedias
The model is validated by a comparison with experimental data, as well as validating the parameter values against each other, using various configurations with donor solution, silicone matrix and skin.
"We know Tumblr is a popular social platform for design fans, as validated by the data Curalate provides," said Lauren Guerreri, social media manager at Curalate customer Design Within Reach, in a press release.
News & Media
Expert writing Tips
Best practice
When using "as validating data", ensure the context clearly indicates what the data is validating. Providing specific details about the validation process enhances clarity.
Common error
Avoid using "as validating data" in contexts where the data's role in validation is ambiguous or not clearly defined. This can lead to confusion and weaken the argument you're making.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as validating data" functions as a conjunctive phrase, linking the data to its role in the process of validation. As Ludwig AI points out, the phrase is grammatically correct. It modifies a noun by describing its function in providing support or confirmation.
Frequent in
Science
76%
News & Media
14%
Encyclopedias
3%
Less common in
Formal & Business
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "as validating data" is a grammatically sound phrase used to describe data's function in confirming or supporting a claim. Ludwig AI confirms its correctness and points out that contexts are formal, scientific, or technical. It is most commonly found in scientific literature but can appear in news or encyclopedia entries. Related phrases include "as data for validation" and "as validation data". When using this phrase, ensure that the context clearly indicates what the data is validating to avoid ambiguity.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as data for validation
Reorders the phrase to emphasize the data's role in validation.
as data confirming
Uses a present participle to describe the data's action.
as validation data
Shortens the phrase by using "validation" as an adjective.
as data to validate
Uses an infinitive verb to indicate the data's purpose.
serving as data validation
Changes the verb to "serving" and reorders the words.
as data that validates
Adds a relative clause to specify the data's function.
in its role as validating data
Emphasizes the role the data plays in validation.
as empirical evidence for validation
Replaces "data" with "empirical evidence" to offer a more specific term.
as corroborating data
Substitutes "validating" with "corroborating" for a synonym.
as supportive data
Replaces "validating" with "supportive" for a broader term.
FAQs
How can I use "as validating data" in a sentence?
Use "as validating data" to indicate that certain data serves to confirm or support a particular claim or hypothesis. For instance, "The results of previous experiments served as validating data for this study's conclusions."
What are some alternatives to "as validating data"?
You can use alternatives like "as data for validation", "as validation data", or "as corroborating data" depending on the specific context.
Is "as validating data" formal or informal?
The phrase "as validating data" tends to be more common in formal and scientific writing due to its precise and technical nature. More informal contexts may benefit from simpler wording.
What is the difference between "as validating data" and "as validated data"?
"As validating data" refers to data that is currently being used to validate something, whereas "as validated data" refers to data that has already been confirmed or verified.
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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested