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
more refined data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "more refined data" is correct and usable in written English.
It can be used when discussing data that has been processed or improved for clarity, accuracy, or relevance. Example: "After analyzing the initial results, we were able to gather more refined data that better supports our hypothesis."
✓ 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
21 human-written examples
Mr. Dowling said that the first estimate was based on a "rough matrix" of pricing and that the final price was the product of "more refined data".
News & Media
In future work using more refined data, we intend to revisit the jurisdictional competition for trust funds and to expand our inquiry to include directed trustee statutes and the recent reforms to trust-investment laws.
Academia
To accomplish this task with insufficient data of thermophysical properties, we developed an artificial neural network based on which more refined data of thermal conductivity and specific heat of liquid GaIny were obtained.
Science
And hyperlinks within those tables lead to district profiles, census data, more refined data from that election cycle, and other information to enhance understanding.
Academia
"It is helping to qualify things that are raw data into much more refined data, and really enabling people to access information that they want rather than having to do that themselves".
News & Media
By combining a wide variety of metrics and dimensions, an API-based client application can deliver custom reports, more refined data or new visualizations that in turn provide new ways to analyze the performance of websites and web applications.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
39 human-written examples
But we now see insurers exploiting geographically refined data to more precisely estimate land parcel risk.
News & Media
Data can be plotted as raw A versus raw B intensity plots, however several refined data presentation methods have proven more useful.
Science
If a gene had more than 10% (i.e., 12) missing values, we excluded it in the final refined data.
Science
"Increasingly, we see through our investments at NEA that mobile app developers need more refined, specific location data on their users.
News & Media
In order to validate our differential gene expression results and obtain more refined gene expression data, we designed gene-specific primers for 14 transcripts selected from Table 2 and analyzed their expression using quantitative real-time PCR (qRT-PCR) (Fig. 3).
Science
Expert writing Tips
Best practice
Use "more refined data" to showcase how the improvements over initial datasets provide more accurate or detailed insights that may lead to meaningful outcomes or decisions.
Common error
Avoid exaggerating the significance of "more refined data" without providing clear evidence of its superior quality or impact. Always support claims with specific examples or quantifiable improvements.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "more refined data" functions as an adjective phrase modifying a noun. The adjective "refined" describes the quality of the "data", indicating that it has been improved, processed, or made more accurate. This aligns with Ludwig's assessment that the phrase is correct and usable in written English.
Frequent in
Science
53%
News & Media
26%
Academia
13%
Less common in
Formal & Business
8%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "more refined data" is a grammatically correct and commonly used phrase that describes information that has been improved for accuracy, clarity, or relevance. According to Ludwig, the phrase is usable in written English across various contexts. The phrase is most frequently found in scientific and news media sources, highlighting its utility in conveying the improved quality of data used for analysis and reporting. When using this phrase, it's crucial to ensure that the data's enhanced quality is evident and contributes meaningfully to the overall context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
more accurate data
Focuses on the correctness and truthfulness of the information.
more precise data
Emphasizes the exactness and specificity of the data.
more detailed data
Highlights the level of granularity and thoroughness of the information.
improved data quality
Focuses on the overall enhancement of the data's reliability and value.
enhanced data set
Indicates that the data has been augmented or enriched in some way.
more granular data
Highlights a finer level of detail and breakdown in the data.
carefully curated data
Emphasizes the selective and organized nature of the data.
highly processed data
Indicates significant manipulation and transformation of the data.
finely tuned data
Suggests that the data has been adjusted for optimal performance or accuracy.
rigorously validated data
Focuses on the thorough verification and confirmation of the data's accuracy.
FAQs
How can I use "more refined data" in a sentence?
You can use "more refined data" to describe information that has been improved for clarity, accuracy, or relevance. For example, "The study used "more refined data" to achieve a more accurate result."
What are some alternatives to "more refined data"?
Alternatives include phrases like "more accurate data", "more precise data", or "more detailed data", depending on the specific nuance you want to convey.
Is "more refined data" formal or informal?
"More refined data" is suitable for both formal and informal contexts. However, in highly formal settings, consider using synonyms like "improved data quality" for added emphasis on the enhancement.
What does "more refined data" mean?
"More refined data" refers to data that has been processed, improved, or made more accurate and detailed than its original form. It implies that the data has undergone a process of enhancement, making it more suitable for analysis or decision-making.
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
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested