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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
underlying data for
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'underlying data for' is correct and usable in written English.
You can use it when you are referring to the data that supports an argument or assertion. For example: "This study provides underlying data for the claim that climate change is real."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(4)
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
19 human-written examples
The Urban Landsat collection contains images for 66 urban areas and the raw, underlying data for 28 of these places.
Academia
The Urban Landsat: Cities from Space data set contains images for 66 urban areas and the raw, underlying data for 28 of these places.
Academia
As new technologies and new software continue to emerge on the market, there will be hurdles to creating exact replications of the necessary underlying data for production in court.
News & Media
The original authors found that the non-negativity constraint resulted in elements that reflected distinct components of the underlying data, for instance eyes or a nose in facial images.
Science
The omission of the underlying data for the sequence analysis – protein sequences, alignments, trees, and ancestral sequences – severely detract from the paper, both as an overall advance in understanding of this enzyme evolution and for the general method, as well as for my ability to review it.
Science
To provide the necessary underlying data for these efforts, interaction and phenotype curation has been expanded by our group and others to capture data across the major model organism species, including bacteria, viruses, yeasts, plants, nematode, fruit fly, zebrafish, mouse, rat, primate, and human [ 4].
Science
Human-verified similar examples from authoritative sources
Similar Expressions
41 human-written examples
§Underlying data from [ 33]. †Underlying data from [ 20]; odds ratios adjusted for study center and race/ethnicity.
Science
A total of 227 new data points are provided for loaded solutions including all underlying data necessary for other researchers to develop own models.
Science
Query engine is responsible for query processing, distributing the queries to underlying data sources for execution, and collecting the query results.
Built with SharePoint as the underlying data store for messages and documents, Teams gets to piggyback on a lot of enterprise data management goodness, as well as strong integration with other products in the Microsoft portfolio.
News & Media
There are three main components to the setsApp implementation: the user interface, the command interface, and the underlying data model for maintaining sets of nodes and edges.
Science
Expert writing Tips
Best practice
When using "underlying data for", ensure that you clearly identify what the data supports. For example, specify "underlying data for the analysis" or "underlying data for the model".
Common error
Avoid using "underlying data for" without specifying what the data is underlying. Always provide context to ensure clarity and avoid ambiguity.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "underlying data for" functions as a prepositional phrase, typically acting as an adjective modifying a noun or pronoun. As Ludwig AI suggests, it specifies the foundational information that supports a claim, analysis, or system. Examples show its use across academic, scientific, and news contexts.
Frequent in
Science
43%
News & Media
38%
Academia
19%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "underlying data for" is a prepositional phrase used to identify the foundational datasets that support a particular argument or conclusion. As Ludwig AI correctly points out, it's grammatically sound and applicable in various writing contexts. It's most frequently found in scientific and news media sources, indicating a need for clarity and transparency regarding the basis of claims. When using this phrase, it's important to specify what the data is underlying to avoid ambiguity and enhance clarity. Alternatives like "supporting data for" or "basis of data for" can be used for similar effect.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
supporting data for
Emphasizes the data's role in providing support.
basis of data for
Focuses on the foundational aspect of the data.
source data for
Highlights the origin of the data being used.
original data for
Indicates the data is in its initial or unaltered form.
raw data for
Emphasizes the unprocessed nature of the data.
constituent data for
Highlights the components that make up the data.
fundamental data for
Stresses the essential nature of the data.
data foundation for
Shifts the focus to the role of the data as a base or platform.
data bedrock for
Uses a metaphor to emphasize the stability and reliability of the data.
primary datasets for
Implies that the datasets are the main or most important ones used.
FAQs
How do I use "underlying data for" in a sentence?
Use "underlying data for" to specify the foundational data that supports a conclusion, analysis, or system. For example, "The "underlying data for" this study comes from census records".
What is an alternative to "underlying data for"?
You can use alternatives like "supporting data for", "basis of data for", or "source data for" depending on the context.
What does "underlying data for" mean?
The phrase "underlying data for" refers to the fundamental datasets that support an analysis, conclusion, or system. It emphasizes the data's role as a foundation.
Is there a difference between "underlying data for" and "raw data for"?
"Underlying data for" refers to the data that supports something, while "raw data for" specifically implies the data is unprocessed. You might use raw data as the underlying data in an analysis.
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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