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Justyna Jupowicz-Kozak
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concerning the aggregate data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "concerning the aggregate data" is correct and usable in written English.
It can be used when discussing or referring to data that is collected and presented in a summarized form. Example: "The report provides insights concerning the aggregate data collected from the survey responses."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
aggregate data
data concerning if
data concerning that
concerning data
data concerning
concerning this data
concerning the aggregate sum of
data concerning the relationship
data concerning this aspect
based on aggregate data
data concerning whether
false data concerning
evaluated data concerning
supplementary data concerning
includes data concerning
correct data concerning
data concerning institutions
concerning the aforementioned data
pertinent data concerning
insufficient data concerning
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Despite the quality concerns of the aggregate data available, sufficient HIV variance was explained by governance to reject the null hypothesis using non-parametric statistical analysis.
Learning from the aggregate data of mobile networks.
Science & Research
These are important effects that are hard to find in the aggregate data".
News & Media
We also don't see any clear signs of deliberate tampering with the aggregate data.
News & Media
Finally, we would like to note suggestions in the literature concerning the utility of aggregate patient data (APD) versus individual patient data (IPD).
A related problem for a Millian view, which arises even for the mathematics of Mill's day, is a dilemma concerning the existence of aggregates of aggregates, aggregates of aggregates of aggregates….
Science
In this paper, we define and study the NodeAggregation problem that is concerned with aggregating data stored at nodes in the network.
Academia
Due to potential confidentiality issues concerning the person exposed, this data is aggregated and reported at the county level.
Science
In this context, ANVUR asked Italian professors to provide access to their publications, assuming the commitment not to disclose to the public, unless in an aggregate form, any data concerning the publications submitted for the evaluation and, most importantly, the results of the evaluation itself.
Science
"And I might be happy to participate in a medical study where I give the years' aggregate data.
News & Media
Surprisingly, scant attention has been paid to individual differences in cognitive architecture and there is growing concern that aggregating data across individuals may result in misleading claims [17] [19].
Science
Expert writing Tips
Best practice
When using "concerning the aggregate data", ensure that the context clearly indicates what aspects of the data are being addressed. Provide specific details or examples to enhance clarity and avoid ambiguity.
Common error
Avoid using "concerning the aggregate data" without specifying the variables or trends the data reveals. Provide specific analysis or interpretation to avoid vague statements.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "concerning the aggregate data" functions as a prepositional phrase that introduces a topic or focus within a discussion. It sets the scope to data that has been compiled or summarized, indicating that the following information will relate to this summarized information. According to Ludwig, the phrase is grammatically correct and usable in written English.
Frequent in
Science
0%
News & Media
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Formal & Business
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Less common in
Science
0%
News & Media
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Formal & Business
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Ludwig's WRAP-UP
In summary, the phrase "concerning the aggregate data" is a grammatically correct prepositional phrase used to specify that a discussion or analysis pertains to summarized or compiled data. While Ludwig indicates that the phrase is correct, there are no direct examples of its use in the provided search data, suggesting its usage may be infrequent. The phrase is appropriate for formal or neutral contexts like scientific reports, news articles, or business analyses, where the focus is on broad trends rather than individual data points. Related phrases, such as "regarding the compiled data" or "about the total data", offer alternative ways to express the same idea. When using the phrase, it's essential to provide specific details or interpretations to avoid vagueness.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
regarding the compiled data
Changes "concerning" to "regarding" and "aggregate" to "compiled", emphasizing the summary aspect of the data.
pertaining to the summarized data
Substitutes "concerning" with "pertaining to" and "aggregate" with "summarized", providing a more formal and precise expression.
with respect to the combined data
Replaces "concerning" with "with respect to" and "aggregate" with "combined", maintaining a formal tone and emphasizing data integration.
regarding the unified data
Substitutes "concerning" with "regarding" and "aggregate" with "unified", underlining the consolidation of data.
about the total data
Replaces "concerning" with "about" and "aggregate" with "total", offering a more straightforward and less formal tone.
relevant to the pooled data
Changes "concerning" to "relevant to" and "aggregate" to "pooled", suggesting a collection of data from various sources.
in relation to the collective data
Uses "in relation to" instead of "concerning" and "collective" in place of "aggregate", highlighting the comprehensive aspect.
relative to the overall data
Employs "relative to" instead of "concerning" and "overall" in place of "aggregate", stressing the encompassing nature of the data.
touching on the consolidated data
Uses "touching on" instead of "concerning" and "consolidated" in place of "aggregate", indicating a comprehensive assembly of data.
considering the mass data
Replaces "concerning" with "considering" and "aggregate" with "mass", emphasizing the large volume of data involved.
FAQs
How can I use "concerning the aggregate data" in a sentence?
You can use "concerning the aggregate data" to introduce information or analysis related to a summarized dataset. For example, "The report provides insights concerning the aggregate data collected from the survey responses."
What are some alternatives to "concerning the aggregate data"?
Alternatives include "regarding the compiled data", "about the total data", or "pertaining to the summarized data" depending on the context and desired level of formality.
What does "aggregate data" refer to?
"Aggregate data" refers to data that is combined or summarized, typically to protect individual privacy or to provide an overview of trends or patterns across a larger group. It is often used in statistical analysis and reporting.
When is it appropriate to use "concerning the aggregate data"?
It is appropriate to use "concerning the aggregate data" when discussing trends, patterns, or insights derived from summarized or combined data, especially in reports, analyses, or presentations where a comprehensive overview is needed.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested