copious amounts of data

USAGE SUMMARY

'copious amounts of data' is correct and usable in written English.
It can be used to refer to a large quantity of information. For example: "The team gathered copious amounts of data in order to make an informed decision."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

25 human-written examples

Once again, deep learning methods are well suited to identify fault signals from copious amounts of data.

Nature

The authors use copious amounts of data — well, actually, numbing amounts — to make the compelling case that any well-informed person should have seen the Great Recession coming.

The New York Times

The impact of such projects, which involve copious amounts of data, can erode quickly as circumstances change; the analysis must be updated constantly.

Harvard Business Review

Winning 3Par gave H.P. an expanded presence in the increasingly popular world of cloud computing, which depends on access to copious amounts of data storage.

The New York Times

The field has not yet fully considered the psychometric properties of the environmental measurement tools, or how to deal with the copious amounts of data generated from many environmental measures.

American Journal of Preventive Medicine

With such copious amounts of data being transferred between hosts involved in this streaming, it is prudent to establish some method of effectively minimising the resultant outbound network traffic, whilst providing the client with a good Quality of Service (QoS).

Journal of Network and Computer Applications

Human-verified similar examples from authoritative sources

Similar Expressions

35 human-written examples

The LHCb computing model is strongly influenced by the copious amount of data that will be produced by the experiment and by the time to process them.

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Jamieson provides perhaps the first authoritative collection and synthesis of the copious amounts of open data surrounding the 2016 attack.

Nature

Software is getting much better at analyzing social interactions and emotions thanks to clever new machine-learning techniques and copious amounts of training data.

MIT Technology Review

Thanks to this service, the company has surpassed Google in the efficacy of its route-planning suggestions in and around Jakarta: Tens of thousands of motorcyclists navigate back roads and side streets to avoid traffic, all the while sweeping up copious amounts of GPS data.

Harvard Business Review

As companies shift to artificial intelligence and machine learning, these are technologies that live and die by copious amounts of quality data.

TechCrunch

Expert writing Tips

Best practice

When using "copious amounts of data", ensure the context clearly indicates the significance or impact of having such a large quantity of data. For example, explain how it enables better analysis, more accurate predictions, or more informed decision-making.

Common error

Avoid using "copious amounts of data" if the quantity is not truly substantial or if the data doesn't lead to meaningful insights. Using it loosely can diminish the phrase's impact and credibility.

Linguistic Context

The phrase "copious amounts of data" functions as a noun phrase, where "copious" modifies "amounts", and "of data" acts as a prepositional phrase further specifying what is abundant. As noted by Ludwig, this phrase is suitable for describing large quantities of information.

Expression frequency: Uncommon

Frequent in

News & Media

33%

Science

42%

Academia

8%

Less common in

Encyclopedias

2%

Formal & Business

15%

Social Media

0%

Ludwig's WRAP-UP

In summary, "copious amounts of data" is a phrase used to describe a large quantity of information, often implying its significance for analysis or decision-making. Ludwig AI confirms that this phrase is grammatically correct and appropriate for formal contexts, particularly in scientific, academic, and news-related writing. While alternatives like "substantial amounts of data" or "vast amounts of data" exist, "copious amounts" emphasizes abundance. When using the phrase, ensure the context justifies the description and highlights the impact of such a large data set.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Substantial amounts of data

Replaces "copious" with "substantial", indicating a considerable quantity but perhaps with slightly less emphasis on abundance.

Vast amounts of data

Substitutes "copious" with "vast", emphasizing the immense scale of the data.

Tremendous amounts of data

Uses "tremendous" instead of "copious", highlighting the impressive size of the data.

Large quantities of data

Replaces "amounts" with "quantities", offering a more formal alternative.

Significant volumes of data

Replaces "amounts" with "volumes", suggesting a large and measurable quantity.

Extensive data sets

Focuses on the comprehensiveness and breadth of the data, changing the structure to emphasize the data itself.

A wealth of data

Emphasizes the richness and value of the data, rather than just the quantity.

Abundant data resources

Highlights the availability and plentiful nature of the data resources.

Comprehensive data collections

Highlights the completeness and organized nature of the data collections.

Extensive data reserves

Implies large stores of data that are available and ready for use.

FAQs

How can I use "copious amounts of data" in a sentence?

You can use "copious amounts of data" to describe situations where a large quantity of information is available. For example: "The researchers analyzed "copious amounts of data" to identify trends".

What are some alternatives to "copious amounts of data"?

Alternatives include "substantial amounts of data", "vast amounts of data", or "large quantities of data", depending on the specific nuance you want to convey.

Is "copious amounts of data" formal or informal?

"Copious amounts of data" is generally considered a formal phrase suitable for academic, scientific, and professional contexts. More informal contexts might use simpler terms like "lots of data".

What does it mean to have "copious amounts of data"?

Having "copious amounts of data" means possessing a significantly large and abundant collection of information, often implying that this abundance enables deeper insights or more comprehensive analysis.