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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
Numerous data items
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "Numerous data items" is correct and usable in written English.
It can be used when referring to a large quantity of individual pieces of data in a context such as research, analysis, or data management. Example: "The study analyzed numerous data items to draw meaningful conclusions about consumer behavior."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
The numerous individual data items in IDR have been collected partly manually, usually with simple Perl scripts written for datamining from numerous local and Internet databases and services.
Being very conscious of this aspect, we implemented numerous mechanisms to avoid wrong results; during both GPKB construction and transitive relationship processing, these mechanisms exclude data items that must not be taken into account, or of low quality.
Science
We summarized 829 forest ET data items obtained for sites around the world from earlier publications.
Science
"These data items will not be passed to the Home Office.
News & Media
What are LA data items?
Questions arising: What are LA data items?
W23 What are LA data items?
Recently, numerous data centers were established around the world.
Science
Regulated data items that are protected by data protection regulations.
Science
*, which assigns values to data items.
Wiki
Propagate query data items.
Expert writing Tips
Best practice
When writing about research findings, specify the type of "numerous data items" analyzed to provide context and enhance clarity for the reader.
Common error
Avoid using "numerous data items" without specifying the nature or relevance of the data. Without context, the phrase can sound vague and uninformative.
Source & Trust
60%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "numerous data items" functions as a noun phrase, typically serving as the object of a verb or preposition. It identifies a collection of individual pieces of information. Although Ludwig does not show any specific examples, the structure is grammatically correct and understandable.
Frequent in
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Formal & Business
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Less common in
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Ludwig's WRAP-UP
In summary, "numerous data items" is a grammatically sound noun phrase that conveys the presence of a significant quantity of individual data points. Ludwig AI suggests its grammatical correctness. While its usage may not be exceptionally frequent, its semantic essence makes it appropriate for contexts prioritizing accuracy, particularly in academic, scientific, or business settings. When utilizing this phrase, remember to ensure the reader clearly understands the nature and relevance of the "data items" to avoid vagueness. Semantically similar phrases include "extensive data set" or "large amount of data" if appropriate.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
extensive data set
Focuses on the comprehensiveness of the data set rather than the count of individual items.
large amount of data
Emphasizes the quantity of data in a general sense.
substantial data volume
Highlights the size or capacity of the data.
considerable data points
Stresses the individual pieces of information being significant.
multiple data entries
Highlights the entry or input of the data.
varied data components
Implies diversity within the collection of data.
abundant information pieces
Emphasizes the plentiful nature of the informational units.
extensive collection of data
Focuses on the act of gathering or accumulating data.
plethora of data elements
Uses a more emphatic term to indicate a large quantity.
wide range of data
Highlights the variety of data that is being referenced.
FAQs
How can I use "numerous data items" in a sentence?
You might say, "The study analyzed "numerous data items" to identify trends in consumer behavior" or "The database contains "numerous data items" related to climate change".
What's a good alternative to "numerous data items"?
Depending on the context, you could use phrases like "extensive data set", "large amount of data", or "substantial data volume".
Is it better to say "a lot of data items" or "numerous data items"?
"Numerous data items" sounds more formal and precise. "A lot of data items" is more informal. The best choice depends on the context and your desired tone.
When is it appropriate to use "numerous data items" in academic writing?
It's suitable when you want to emphasize the quantity of individual data points analyzed in your research. However, always provide enough context so the reader understands what these data items represent.
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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
60%
Authority and reliability
4.1/5
Expert rating
Real-world application tested