a profusion of data

USAGE SUMMARY

The phrase "a profusion of data" is correct and usable in written English.
It can be used to describe an overwhelming or abundant amount of data available on a particular subject. Example: "In today's digital age, researchers often find themselves sifting through a profusion of data to extract meaningful insights."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

3 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.

The New York Times - Books

There is a profusion of data about known disinformation or terrorist recruiting campaigns online — social media companies must be more open with this information.

TechCrunch

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].

EPJ Data Science

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

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.

The New Yorker

He points out that traditional intelligence analysis has become more urgent because in our digitized world the profusion of data is overwhelming.

The New York Times

When the Johnsons began looking at analytics and the profusion of data, the first thought was "analytics is so f ed up, I would never want to do this".

TechCrunch

Chiefly, the reduced costs of getting to space and the profusion of data coming from satellites are going to open doors for companies.

TechCrunch

The profusion of data accumulating in the form of medical records could be of great help for developing medical decision support systems.

Journal of Biomedical Informatics

The escalation of network traffic from the profusion of data centers and other cloud computing architectures have catalyzed numerous multiplexing technologies for enhancing the capacity of optical fiber networks and optimizing the optical spectrum.

Journal of the European Optical Society-Rapid Publications

Today, his conclusions are beyond obvious, and ignore the profusion of data sites, expert reviews, apps and social networks that support (if not supplant) the basic V-chip, MPAA and ESRB ratings.

Huffington Post

About a decade ago, one began to notice a profusion of Organization Kids at elite college campuses.

The New York Times

Expert writing Tips

Best practice

To enhance clarity, follow "a profusion of data" with a concise explanation of the data's characteristics or its source. For example, "a profusion of data from social media".

Common error

Avoid assuming that "a profusion of data" automatically leads to better insights or decisions. Clearly articulate the value or challenges associated with processing the abundant data to maintain credibility.

Linguistic Context

The phrase "a profusion of data" functions as a noun phrase, serving as the subject or object in a sentence. It describes the quantity of data available and implies that it is abundant or overflowing. As shown by Ludwig, it’s commonly used in contexts discussing information management.

Expression frequency: Rare

Frequent in

News & Media

33%

Science

33%

Encyclopedias

11%

Less common in

Formal & Business

0%

Academia

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a profusion of data" is a noun phrase used to describe a large quantity of data. Ludwig AI indicates that it is grammatically correct and acceptable in formal writing. While it is not an exceedingly common phrase, with limited examples, it appears more frequently in news, media, and scientific contexts. When using this phrase, consider if the context indicates a positive or negative aspect of having so much data available. Alternatives such as "an abundance of data" or "a wealth of data" can be used depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a wealth of data

Replaces "profusion" with "wealth", emphasizing the richness and value of the data.

an abundance of data

Substitutes "profusion" with "abundance", indicating a plentiful supply.

a surplus of data

Replaces "profusion" with "surplus", suggesting an excess beyond what is needed.

an excess of data

Substitutes "profusion" with "excess", implying an overabundance that might be problematic.

a large quantity of data

Replaces the entire phrase with a more literal description of a substantial amount.

a significant amount of data

Replaces the entire phrase with a more general description of a considerable amount.

a mountain of data

Uses a metaphorical term "mountain" to describe the large volume of data.

a sea of data

Uses a metaphorical term "sea" to describe the vast extent of data.

copious data

Replaces the phrase with a single adjective emphasizing the plentiful nature of the data.

extensive data

Replaces the phrase with a single adjective emphasizing the broad coverage of the data.

FAQs

How can I use "a profusion of data" in a sentence?

You can use "a profusion of data" to describe a situation where there is a large amount of data available. For example: "The research team faced "a profusion of data" from various sources, requiring sophisticated analysis techniques."

What are some alternatives to "a profusion of data"?

Some alternatives to "a profusion of data" include "an abundance of data", "a wealth of data", or "a surplus of data" depending on the context.

Is it always positive to have "a profusion of data"?

Not necessarily. While a large amount of data can be beneficial, it can also be overwhelming and difficult to manage. It's important to consider the quality and relevance of the data, not just the quantity.

What is the difference between "a profusion of data" and "a wealth of data"?

While both phrases indicate a large amount, "a wealth of data" often implies that the data is valuable and useful, whereas "a profusion of data" simply indicates a large quantity, without necessarily implying value.