a large quantity of data

USAGE SUMMARY

The phrase "a large quantity of data" is correct and usable in written English.
You can use this phrase when referring to a significant amount of information. For example, "The researchers were able to analyze a large quantity of data to draw meaningful conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

41 human-written examples

The resulting multigraph involved 123m connections among 53m numbers, and the largest clique was found to contain at least 30 numbers.This result is, however, necessarily imprecise, because the mathematical recipes normally used in these sorts of cases break down when faced with such a large quantity of data.

The Economist

In order to estimate the distribution function parameters, historical data are often used; therefore, a large quantity of data is needed to obtain reliable estimates.

Journal of Industrial Engineering International

However, the number of errors varies significantly depending on location within a frame, so that it is necessary to send a large quantity of data for certain regions.

EURASIP Journal on Image and Video Processing

Smart grids systems generate a large quantity of data, for example SCADA system collects data every 2 5  s, AMI system collects data every 1 15 min etc.

Journal of Big Data

The results of the proposed algorithm can efficiently embed a large quantity of data, up to 12 bpp (bits per pixel), with better image quality.

Applied Soft Computing

This activity led us to raise the question of how we can manage the sound, physiological and clinical data of such a large quantity of data.

Speech Communication

Human-verified similar examples from authoritative sources

Similar Expressions

19 human-written examples

Our results suggested that although Context-Triggered approaches produced a larger number of recordings, they did not necessarily lead to a larger quantity of data than the Participatory approach.

International Journal of Human-Computer Studies

This is because the biological variation of insulin and glucose levels has less impact on the value of the parameter when it is derived from a larger quantity of data.

BMC Medical Research Methodology

Although the use of the camera monitoring system likely provided considerably less biased and a larger quantity of data compared to direct observation, the fixed camera positions and their limited field of view resulted in incomplete data sets for many of the procedures observed.

BMC Veterinary Research

The HQA data set provides a large quantity of information about U.S. hospitals where data on at least one stable measure (defined as discharge information derived from at least 25 patients) was reported during the study period.

Health Research Policy and Systems

Supervised approaches require a large quantity of labeled data, and they are apt to ignore the internal structure of data by focusing too much on label information.

EURASIP Journal on Audio, Speech, and Music Processing

Expert writing Tips

Best practice

When using "a large quantity of data", ensure the context clearly indicates what type of data is being referred to, providing specificity to enhance clarity.

Common error

Avoid using "a large quantity of data" without providing context or specifics. If possible, quantify the amount or describe the data's characteristics to give the reader a clearer understanding.

Linguistic Context

The phrase "a large quantity of data" functions as a noun phrase, typically serving as the object of a verb or preposition. Ludwig AI confirms its grammatical correctness, indicating its established role in English syntax. Examples show the phrase being used in scientific publications, news articles, and more.

Expression frequency: Common

Frequent in

Science

85%

News & Media

8%

Formal & Business

7%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a large quantity of data" is a grammatically correct and commonly used phrase to describe a significant amount of information, as confirmed by Ludwig AI. It functions primarily as a noun phrase, serving to convey the scale of data involved in various contexts. Predominantly found in scientific and formal settings, this phrase implies that substantial resources or advanced techniques might be required for effective analysis. When using this phrase, specify the type of data or its characteristics to enhance clarity. Alternatives like "a substantial amount of data" or "a significant volume of data" can be used depending on the nuance you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a substantial amount of data

Replaces "quantity" with "amount", emphasizing the overall size.

a significant volume of data

Substitutes "quantity" with "volume", highlighting the capacity or space occupied by the data.

a considerable body of data

Uses "body" to convey a large and cohesive collection of data.

an extensive set of data

Emphasizes the comprehensiveness and scope of the data.

a wealth of data

Suggests the data is valuable and abundant.

an abundance of data

Highlights the plentiful nature of the data available.

a massive amount of data

Uses "massive" to underscore the sheer size of the data.

a vast sea of data

Creates a metaphorical image of the data's immensity.

a mountain of data

Illustrates the overwhelming size and complexity of the data.

a deluge of data

Implies a sudden and overwhelming influx of data.

FAQs

How can I use "a large quantity of data" in a sentence?

You can use "a large quantity of data" to describe situations where there's a significant amount of information available. For example: "The study analyzed "a large quantity of data" to identify trends."

What are some alternatives to "a large quantity of data"?

Some alternatives include "a substantial amount of data", "a significant volume of data", or "an extensive set of data". The best choice depends on the specific context.

Is it better to say "a large quantity of data" or "a large amount of data"?

Both "a large quantity of data" and "a large amount of data" are grammatically correct and have similar meanings. The choice often comes down to personal preference or stylistic considerations.

What does "a large quantity of data" imply about analysis?

Using the phrase "a large quantity of data" often implies that significant computational resources or advanced analytical techniques are needed to process and interpret the information effectively.