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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
as to data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as to data" is correct and usable in written English.
It can be used when discussing or referring to specific information or details related to data. Example: "The report provides insights as to data collection methods used in the study."
✓ 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
15 human-written examples
As to data gathering, that comes in a number of forms.
News & Media
They have access to data on the servers sharing a common protocol as well as to data provided by services that require protocol conversion via the gateways.
Encyclopedias
An expression for maximum stable drop diameter, dmax, is derived from the model and found to be applicable over a wide range of variables, as well as to data already existing in literature.
Science
In none of these congressional hearings has the practice ever prevailed of permitting the advocates of a measure to cross-examine the opponents, or the opponents the advocates, or of compelling the committee itself to submit to an inquisition as to data collected by its members through independent investigation.
Academia
An umbrella governance structure would connect data hubs to one another as well as to data producers and users.
Academia
The model was fit separately to data from the drought and non-drought year, as well as to data from one year post-drought in order to test for lagged growth response to drought.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
45 human-written examples
Sofie Derheim contributed as well to data analysis.
Buscha said that he had given some thought as to why the data contradicted popular belief.
News & Media
Compliance has fluctuated wildly from 75% to as high as 115%, according to data aggregators.
News & Media
But encrypting stored data (as opposed to data in transit) turns out to pose a difficult puzzle.
News & Media
"We're trying to move from data as a problem to data as a resource," Mr. Franklin said.
News & Media
Expert writing Tips
Best practice
Use "as to data" to clearly introduce specific information or details related to data, especially when transitioning between topics or providing clarification.
Common error
Avoid using "as to data" in casual conversation or informal writing. Opt for simpler alternatives like "about the data" or "regarding the data" in less formal settings.
Source & Trust
88%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as to data" functions as a prepositional phrase that introduces a specific aspect or topic related to data. Ludwig AI showcases examples where it specifies a particular element when gathering information or clarifying insights.
Frequent in
Science
43%
News & Media
29%
Academia
14%
Less common in
Encyclopedias
0%
Formal & Business
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "as to data" is a prepositional phrase used to specifically address data-related topics. Ludwig AI indicates that this phrase is grammatically correct and functions to provide a focused perspective in discussions or analyses. While "as to data" is suitable for various contexts, ranging from scientific reports to news articles, it is less common in casual or informal settings. Consider alternatives like "regarding data" or "concerning data" for similar meanings. Its frequency is uncommon, and its usage is acceptable, as highlighted by Ludwig.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
regarding data
Replaces "as to" with "regarding", keeping the focus on the data.
regarding the data
Adds "the" for specificity, referring to a particular set of data.
concerning data
Uses "concerning" instead of "as to", offering a slightly more formal tone.
concerning the data
Uses "concerning the data" for a more focused and formal reference.
with respect to data
Adds formality by using "with respect to" to specify the topic.
pertaining to data
Replaces "as to" with "pertaining to", indicating relevance to the data.
about the data
Employs a more straightforward and informal way of referring to the data.
in relation to data
Specifies the connection using "in relation to", highlighting the link to the data.
in terms of data
Focuses on the aspect being considered using "in terms of".
relative to data
Indicates comparison or connection to the data.
FAQs
What does "as to data" mean?
"As to data" is a phrase used to indicate that you are about to discuss or provide information specifically related to data. It's similar to saying "regarding data" or "concerning data".
How can I use "as to data" in a sentence?
You can use "as to data" to introduce a specific point about data. For example: "As to data collection, the source of this variable is UNODC".
What are some alternatives to "as to data"?
Alternatives to "as to data" include phrases like "regarding data", "concerning data", or "with respect to data".
Is "as to data" formal or informal?
"As to data" is generally considered more formal. In informal contexts, simpler phrases like "about the data" may be more appropriate.
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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
88%
Authority and reliability
4.1/5
Expert rating
Real-world application tested