Used and loved by millions
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
profusion of data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "profusion of data" is correct and usable in written English.
It can be used to describe an abundance or large quantity of data available in a particular context. Example: "In today's digital age, we are faced with a profusion of data that can be overwhelming for researchers."
✓ Grammatically correct
News & Media
Science
Encyclopedias
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
9 human-written examples
Elsewhere, Tye too readily unspools lists of communal institutions and demographics, a profusion of data useful to a Jewish agency but numbing to a lay reader.
News & Media
He points out that traditional intelligence analysis has become more urgent because in our digitized world the profusion of data is overwhelming.
News & Media
There is a profusion of data about known disinformation or terrorist recruiting campaigns online — social media companies must be more open with this information.
News & Media
Chiefly, the reduced costs of getting to space and the profusion of data coming from satellites are going to open doors for companies.
News & Media
The profusion of data accumulating in the form of medical records could be of great help for developing medical decision support systems.
The recent availability of a profusion of data generated by human behavior and collected through pervasive sensors has motivated a strong and renewed interest for the study of urban spaces, building upon an established research tradition [1, 2].
Science
Human-verified similar examples from authoritative sources
Similar Expressions
49 human-written examples
The rapid profusion of digital data would suggest galloping demand for places to put them.
News & Media
In his book "Alpha Dogs," the British journalist James Harding cites this story as an example of how the business of political campaigning is being remade, across the globe, by a profusion of fine-grained data about voters and their habits.
News & Media
Besides, an extensive online documentation (http://pypi.python.org/pypi/bioservices) should help users and developers to deal with the profusion of identifiers and data structures inherent to the diversity of Web Services available.
Science
Mike Weston, the chief executive of data science consultancy Profusion, said that: "The EU's vote opens the door to an end to net neutrality in Europe that could severely damage tech companies and consumers.
News & Media
Despite this huge amount of data and the profusion of bioinformatic methods for function prediction, a large part of known enzyme activities is still lacking an associated protein sequence.
Science
Expert writing Tips
Best practice
Use "profusion of data" when you want to emphasize not only the quantity but also the richness and potential complexity of the information available.
Common error
While "profusion of data" is grammatically correct, it can sound overly formal in casual conversation. Consider using simpler alternatives like "lots of data" or "plenty of information" in informal settings.
Source & Trust
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "profusion of data" functions as a noun phrase, typically serving as the subject or object in a sentence. It describes a large quantity of data, often implying richness or complexity. Ludwig confirms its correctness and usability.
Frequent in
News & Media
43%
Science
43%
Encyclopedias
14%
Less common in
Formal & Business
0%
Social Media
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "profusion of data" is a grammatically correct and usable phrase that describes a large quantity of information, as confirmed by Ludwig. It is most frequently found in news and scientific contexts. While alternatives like "abundance of data" or "plethora of data" exist, "profusion" carries a slightly stronger connotation of richness and potential complexity. It's a versatile phrase, suitable for professional and academic writing, though perhaps less common in casual conversation. The available examples indicate its use across various domains, highlighting the increasing prevalence of large datasets in modern discourse.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
abundance of data
Replaces "profusion" with "abundance", indicating a plentiful supply.
plethora of data
Uses "plethora" instead of "profusion", suggesting an overabundance.
wealth of data
Employs "wealth" to convey the richness and volume of data.
surplus of data
Indicates an excess of data beyond what is needed.
oversupply of data
Highlights that the amount of data exceeds the demand or capacity to process it.
large quantity of data
Offers a more direct and literal description of the amount of data.
vast amount of data
Emphasizes the scale and immensity of the data available.
extensive collection of data
Focuses on the comprehensiveness and scope of the data.
mountain of data
Uses a metaphor to illustrate the overwhelming size of the data.
sea of data
Employs a metaphor to describe the vastness and depth of the data.
FAQs
How can I use "profusion of data" in a sentence?
You can use "profusion of data" to describe a large amount of available information, such as, "The project was hampered by the "profusion of data" from various sources."
What are some alternatives to "profusion of data"?
Some alternatives include "abundance of data", "plethora of data", or "wealth of data", depending on the nuance you wish to convey.
Is it correct to say "a profusion of data"?
Yes, "a profusion of data" is grammatically correct. The article "a" is used because "profusion" is a singular noun.
What's the difference between "profusion of data" and "mountain of data"?
"Profusion of data" suggests a rich and complex collection of information, while "mountain of data" emphasizes the overwhelming size of the dataset.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
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
4.5/5
Expert rating
Real-world application tested