a surplus of data

USAGE SUMMARY

The phrase "a surplus of data" is correct and usable in written English.
It can be used when discussing an excess amount of information or data available for analysis or consideration. Example: "In today's digital age, researchers often find themselves overwhelmed by a surplus of data, making it challenging to extract meaningful insights."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Companies across the globe are acknowledging the fact that there is a surplus of data being collected with the potential to provide invaluable business insight.

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

In 2015, there was a surplus of people with data science skills.

Harvard Business Review

Although this growth has triggered the advancements of theoretical informatics aspects of phylogenetics and evolutionary biology via the development of new algorithms, statistical models and software, fast and effective analytical methods have yet to be designed to take advantage of this huge surplus of data.

BMC Evolutionary Biology

Far from being short on cash, the insurance industry had a surplus of $580 billion in 2010, according to data from Best's Aggregates and Averages included in the report.

HuffPost

Today's numbers followed that trend - the accruals-based public sector net borrowing (PSNB) data actually reported a surplus, of £3.3bn.

The Guardian - Business

The budget office data show that between 2000 and 2005, the federal budget went from a surplus of 2.4percentt of gross domestic product to a deficit of 2.6percentt.

The New York Times

That yields a surplus of $1.86 trillion.

The Economist

A surplus of joy, a deficit on the current account.

The New York Times

In a sense, they produce a surplus of cash.

The New York Times - Sports

A surplus of seaweed was created in the system.

Aquaculture

Ireland came second, with a surplus of 2% of GDP.

The Economist

Expert writing Tips

Best practice

When using "a surplus of data", clarify the implications. Does the surplus create opportunities for analysis, or does it lead to information overload? Adding context improves clarity.

Common error

Don't assume that "a surplus of data" automatically translates to valuable insights. The data may be irrelevant, poorly structured, or difficult to analyze. Emphasize the need for effective analysis to extract value from the surplus.

Linguistic Context

The phrase "a surplus of data" functions as a noun phrase, typically acting as the subject or object of a sentence. Ludwig AI confirms its grammatical correctness and usability, suggesting it's suitable for describing an excess amount of information.

Expression frequency: Rare

Frequent in

News & Media

33%

Science

33%

Formal & Business

33%

Less common in

Wiki

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "a surplus of data" is grammatically correct and describes a situation where there's an abundance of information. Ludwig AI shows the phrase is mainly used in news, scientific and business contexts. While not particularly common, using "a surplus of data" is correct, but be mindful of implying that more data automatically equates to more value. Remember to provide context and analysis to highlight the significance of the surplus, whether it presents opportunities or challenges.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

an abundance of data

Replaces "surplus" with "abundance", emphasizing a large quantity.

a wealth of data

Substitutes "surplus" with "wealth", suggesting a valuable and plentiful amount.

an excess of data

Uses "excess" instead of "surplus", highlighting that the amount is more than needed.

a glut of data

Replaces "surplus" with "glut", implying an oversupply that can be problematic.

a data overload

Focuses on the overwhelming aspect of having too much data.

a data deluge

Uses "deluge" to convey a large, overwhelming flow of data.

a data explosion

Highlights the rapid and massive increase in data volume.

too much data

A simpler, more direct way to express having more data than necessary.

an overabundance of data

Combines "over" with "abundance" for emphasis, signaling more data than is useful.

a plethora of data

Replaces "surplus" with "plethora", indicating a large and varied amount of data.

FAQs

How can "a surplus of data" be beneficial?

When properly analyzed, "a surplus of data" can lead to valuable insights, improved decision-making, and a better understanding of complex phenomena. It provides more information to identify trends, patterns, and correlations that might otherwise be missed.

What are the challenges associated with "a surplus of data"?

Challenges include information overload, the difficulty of extracting meaningful insights, the need for advanced analytical tools and skills, and the risk of making decisions based on flawed or biased data. Effective data management and analysis strategies are crucial to overcome these challenges.

What can I say instead of "a surplus of data"?

You can use alternatives like "an abundance of data", "a wealth of data", or "an excess of data" depending on the context.

Is there a negative connotation associated with "a surplus of data"?

While "surplus" itself isn't inherently negative, "a surplus of data" can imply challenges related to managing and analyzing large volumes of information. The context determines whether it's viewed as an opportunity or a problem.