quantity of data

USAGE SUMMARY

"quantity of data" is an acceptable phrase in written English.
You can use it to refer to the amount or number of data, whether in a digital or physical context. For example, "The quantity of data available for research has increased exponentially in the last decade."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

One growing difference concerns the quantity of data coming from government departments and other bodies.

The Guardian - Opinion

But crucial to machine learning is a huge quantity of data.

The Guardian

It does not offer an interpretation of this immense quantity of data.

The New Yorker

As a result, the quantity of data available varies.

The Economist

In fact, it's the quantity of data out there that makes finding the right details especially difficult.

The Guardian

The term, most simply, refers to a vast quantity of data — say, the sum of all of the connections among all of Facebook's billion users.

The New Yorker

All of these companies share a common problem: they need hardware that can analyze a vast quantity of data and do it much faster than standard computers.

The New York Times - Tech

And he motors enjoyably through a huge quantity of data and anecdotes, sending out provocative flares along the way.

The New York Times - Books

As the name suggests, it cuts the quantity of data required by using a new way to sense an object.

The Economist

The big difference between ZestCash and most banks is the sheer quantity of data that the firm crunches.

The Economist

The huge quantity of data becomes unwieldy and difficult for companies and governments to manage and understand.

The New York Times - Tech

Expert writing Tips

Best practice

When discussing research or analysis, specify the "quantity of data" to emphasize the robustness or limitations of your findings. For example, "The conclusions are based on a significant quantity of data collected over five years."

Common error

Avoid using "quantity of data" without providing context on its relevance or significance. Instead of simply stating the "quantity of data", explain how it impacts the analysis or results. For example, instead of "We have a large quantity of data", say "The extensive quantity of data allows for a more comprehensive understanding of the phenomenon."

Linguistic Context

The phrase "quantity of data" functions as a noun phrase, specifically as the object of a verb or preposition. It refers to the measurable amount or volume of data available, and is frequently used in contexts where data analysis, processing, or storage are discussed. Ludwig AI confirms its correct grammatical usage.

Expression frequency: Very common

Frequent in

Science

40%

News & Media

35%

Formal & Business

25%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "quantity of data" is a grammatically sound and frequently used phrase referring to the amount of available information. Ludwig AI confirms the phrase's widespread acceptance. Its primary function is to inform about the scale or extent of data, often in the context of research, analysis, or technological capabilities. While suitable for various settings, it's most common in professional and academic discussions. When using this phrase, consider providing context to explain its relevance or impact, as examples from Ludwig show. Related phrases like "amount of data" or "volume of data" can be used interchangeably depending on the desired emphasis. Balancing both the quantity and quality of data is crucial for reliable and meaningful insights.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

amount of data

Focuses on the extent or measure of data available.

volume of data

Emphasizes the capacity or space that data occupies.

data volume

A more concise term emphasizing data capacity.

data size

Focuses on the magnitude or dimension of data.

data load

Highlights the burden or processing requirement of data.

data magnitude

Emphasizes the scale or greatness of the data.

extent of data

Highlights the range or scope of data available.

scale of data

Emphasizes the relative size or proportion of data.

measure of data

Focuses on quantifying the amount of data.

data abundance

Highlights the plentifulness or profusion of data.

FAQs

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

You can use "quantity of data" to describe the amount of information available, such as "The accuracy of the model depends on the quantity of data used for training" or "Researchers are struggling to manage the increasing quantity of data from social media platforms."

What is a good substitute for "quantity of data"?

Depending on the context, you could use alternatives like "amount of data", "volume of data", or "data size".

Is it better to focus on "quantity of data" or "quality of data"?

Both "quality of data" and "quantity of data" are important. The ideal scenario is to have a sufficient quantity of high-quality data. However, if a trade-off is necessary, prioritize data quality, as flawed data can lead to inaccurate or misleading results.

Why is the "quantity of data" important in machine learning?

In machine learning, a larger "quantity of data" generally leads to better model performance. More data allows the model to learn more complex patterns and generalize more effectively to unseen data. Insufficient data can lead to overfitting and poor performance.