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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
this abundance of data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "this abundance of data" is correct and usable in written English.
You can use it when referring to a large quantity of information available for analysis or consideration. Example: "This abundance of data allows us to draw more accurate conclusions about consumer behavior."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(1)
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
7 human-written examples
With this abundance of data, Keating is able to apply his own research interests to develop an intimate understanding of his brain and his tumor.
If companies can create services that turn this abundance of data into money-saving advice, the effect could be crucial for farmers operating on tight margins in the United States, corn-belt farmers on rented land cleared around $20 an acre in net profit last year.
News & Media
In this abundance of data, vetted information about past periods, as needed for family history research, is harder to come by, and providing it in high quality and quantity is our specialty".
News & Media
"I was rejected for a credit card at one point when I had 20 times the amount of credit and I thought if there's supposedly this abundance of data out there how come it is not making its way into the hands of the credit provider?" So Hookey started developing DemystData.
News & Media
But this abundance of data in and of itself can't create new ideas or generate solutions.
News & Media
New theoretical and computational models are therefore needed to make sense of this abundance of data.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
What we lacked prior to this work was a way of collating our understanding of these pathways and integrating this view with the abundance of data generated on these cells by ourselves and others.
Science
The reason why AI is being prevalently used now than before is twofold: 1) the science and the advancement behind algorithm development; 2) with the abundance of data generated makes it a perfect time to use this model.
News & Media
"As a result, common observations about the abundance of data are misleading," Sonderegger says.
News & Media
But despite the abundance of data in healthcare, and the clear promise of big-data analytics, the sector has been slow to put it to work.
News & Media
Shattuck agrees with Norige that the recovery phase depends heavily on the evaluation of the abundance of data gathered during the earlier phases of disaster response.
Expert writing Tips
Best practice
When using "this abundance of data", clarify what specific benefits or challenges arise from having such a large dataset. Explain how it enables new insights, requires advanced analysis techniques, or poses data management difficulties.
Common error
Avoid implying that "this abundance of data" automatically leads to insights. Emphasize the need for careful analysis and appropriate tools to extract meaningful conclusions. Data alone is not enough; interpretation is essential.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "this abundance of data" functions as a noun phrase, typically serving as the subject or object of a sentence. It refers to a large quantity of available data, as Ludwig AI confirms, often implying that this quantity has significant implications. The examples show it used to introduce discussions of challenges, opportunities, or requirements for new methods.
Frequent in
News & Media
37%
Science
37%
Academia
26%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "this abundance of data" is a grammatically sound phrase used to introduce the idea of large data quantities, often with the implicit understanding of associated opportunities or challenges. As Ludwig AI indicates, this phrase is correct and usable in written English.
Its use is most common in news, scientific, and academic contexts. When writing, consider specifying the implications of the abundance, such as the need for advanced analytical techniques. While "this abundance of data" is acceptable, alternatives like "this wealth of information" or "the sheer quantity of data" may better fit certain contexts.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
this wealth of information
Substitutes "data" with "information" and "abundance" with "wealth", emphasizing the richness of the available information.
this surplus of data
Replaces "abundance" with "surplus", highlighting that there is more data than needed.
this extensive dataset
Focuses on the dataset itself and emphasizes its extensiveness rather than the abundance.
this profusion of data
Replaces "abundance" with "profusion" indicating a large quantity.
this large volume of data
Uses a more literal description, focusing on the large quantity of data.
the sheer quantity of data
Emphasizes the magnitude of data available.
the data deluge
Uses a metaphorical term to describe the overwhelming amount of data.
the ocean of data
Employs a metaphor to describe the extensive and boundless nature of data.
the data explosion
Highlights the rapid increase in data availability.
this rich data environment
Focuses on the environment created by the presence of abundant data.
FAQs
How can I effectively use "this abundance of data" in a sentence?
Focus on the implications or consequences of having "this abundance of data". For instance, you might discuss how it enables more comprehensive research or creates new challenges in data management.
What are some alternatives to saying "this abundance of data"?
Consider alternatives like "this wealth of information", "this large volume of data", or "the sheer quantity of data", depending on the specific nuance you want to convey.
Is it better to say "abundance of data" or "abundance of information"?
Both are correct, but "abundance of data" is more precise when referring to numerical or structured datasets. "Abundance of information" is suitable for broader contexts involving various types of knowledge.
What challenges arise from "this abundance of data"?
Common challenges include the need for sophisticated analytical tools, the risk of information overload, and the difficulty of extracting meaningful insights from the noise. Data governance and security also become critical.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested