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
compiled data regarding
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "compiled data regarding" is correct and usable in written English.
You can use it when referring to data that has been gathered and organized about a specific topic or subject. Example: "The research team has compiled data regarding the effects of climate change on local wildlife."
✓ Grammatically correct
Science
News & Media
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
3 human-written examples
We compiled data regarding the concentrations of organic carbon in precipitation and associated rates of atmospheric deposition of organic carbon.
Science
The review aggregator compiled data regarding the correlation between critical reception and the Academy Awards preferencess.
News & Media
A clinical retrieval form was created that compiled data regarding demographics, clinical presentations, underlying diseases and comorbidities, investigations, radiological findings pretherapy and post-therapy, number of doses and type of IPFT used, as well as complications, interventions and clinical outcomes.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
This chapter compiles data regarding actual measurements of chemicals in body fluids and evaluation of end points such as semen quality, chryptorchidism, or hypospadias.
We compiled literature data regarding the gametangia number (antheridia and archegonia) per sexual branch in monoicous and dioicous bryophyte species.
Science
The RE-AIM dimensions and their relationship to the research questions and data sources are presented in Table 1.> The MOU, Program guidelines and meeting notes were used to compile information regarding Program aims and implementation.
Science
Based on the compiled data qualitative information and statistics are presented regarding differences between projects being classified as technical successes compared to the discouraging cases reported.
In this regard, our laboratory has used an in vitro scratch assay and has compiled data depicting a greatly accelerated account of a 16-h duration showing migration of activated myofibroblasts (Additional file 1: Figure 1).
The data points refer to compiled data from the literature.
BD, GJJ and TK compiled data from literature.
Science
In all, Andrade and Srihari compiled data from 200 teenagers.
News & Media
Expert writing Tips
Best practice
When using "compiled data regarding", ensure the data has been systematically collected and organized. This implies a level of thoroughness and structure in the data gathering process.
Common error
Avoid using "compiled data regarding" when referring to casually gathered information. The phrase suggests a formal, structured collection process, not just anecdotal evidence.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "compiled data regarding" functions as a means to introduce information that has been systematically gathered, organized, and often analyzed. This phrase is primarily used to present findings or results in a structured manner, as suggested by Ludwig.
Frequent in
Science
75%
News & Media
17%
Wiki
8%
Less common in
Encyclopedias
0%
Social Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, "compiled data regarding" is a phrase used to introduce systematically collected and organized information. Ludwig AI indicates it's grammatically correct and best suited for formal and scientific contexts, although its frequency is relatively rare. When using this phrase, it is important to ensure that the data has indeed been gathered and organized in a structured manner, avoiding its application to casual or anecdotal information. Alternatives such as "collected information about" or "gathered data on" may be suitable in less formal settings.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
collected information about
Replaces "compiled data" with "collected information", offering a more general term for gathered information.
gathered data on
Uses "gathered data" instead of "compiled data", providing a slightly less formal alternative.
assembled data concerning
Substitutes "compiled" with "assembled" and "regarding" with "concerning", maintaining a formal tone.
aggregated information relating to
Replaces "compiled data" with "aggregated information" and "regarding" with "relating to", suitable for technical contexts.
consolidated data pertaining to
Emphasizes the consolidation aspect of compilation, replacing "regarding" with "pertaining to".
analyzed data about
Focuses on the analysis aspect after the data has been compiled, changing "regarding" to "about".
organized information on
Highlights the organization of information, a key component of compilation.
synthesized data concerning
Implies a higher level of integration and interpretation of the data.
literature data compiled
Inverts the phrase structure to emphasize the type of data being compiled, which is literature data.
information compiled about
Focuses on the information aspect, being already compiled.
FAQs
How can I use "compiled data regarding" in a sentence?
You can use "compiled data regarding" to introduce information that has been systematically gathered and organized. For example: "The research team "compiled data regarding" the effects of climate change."
What are some alternatives to using "compiled data regarding"?
Alternatives include "collected information about", "gathered data on", or "assembled data concerning", depending on the context.
Is it better to say "data compiled regarding" or "compiled data regarding"?
"Compiled data regarding" is the more common and natural phrasing. "Data compiled regarding" can sound awkward, but it could be used if you need to emphasize the 'data' part.
What does "compiled data regarding" imply about the data?
It implies that the data has been systematically collected, organized, and potentially analyzed, suggesting a thorough and structured approach to information gathering.
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