a vast quantity of data

USAGE SUMMARY

The phrase "a vast quantity of data" is correct and usable in written English.
It can be used when discussing large amounts of information or data in various contexts, such as research, analysis, or technology. Example: "The researchers collected a vast quantity of data to support their findings on climate change."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

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

The disadvantage is that anomaly detection algorithms need a vast quantity of data to detect anomalous sequences based on training sequences.

IFAC Proceedings Volumes

It would generate a vast quantity of data — even more than the Human Genome Project — whose interpretation would demand years of complex analysis by teams of humans and computers.

The Washington Post

As director of the Clinic of Child Development at Yale University (1911 48), he collected and published a vast quantity of data and amassed a large collection of films on child development.

Britannica

To complicate things further, many of these entries were not merely numbers but polynomials sequences in which a given number is raised to a series of different powers, for example its square and its cube.Processing such a vast quantity of data was beyond the capacity of even modern supercomputers, so the team were forced to tinker with the problem to make it tractable.

The Economist

Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

However, there is a vast quantity of information and data sources available currently, and it is expected that a tool with the flexibility to include a large array of data sources would positively aid disease gene discovery.

BMC Genomics

The second challenge is volume: there is a vast quantity of relevant data, new data are piling up at an increasing rate and old data need to be constantly reinterpreted and updated in the light of new findings or reanalyzed with improved algorithms.

Human Genetics

Mr. Lee is charged with improperly downloading a vast quantity of classified data with the intention of providing it to a foreign country.

The New York Times

We generated a vast quantity of transcriptome data from C. septempunctata L., providing a resource for gene function research.

BMC Genomics

UK general practice should be an ideal location for a wide range of research because most general practices are computerised, with a vast quantity of routine patient data recorded and potentially usable for research [ 11].

BMC Family Practice

Expert writing Tips

Best practice

When using "a vast quantity of data", ensure the context clearly indicates what kind of analysis or insights can be derived from such a large dataset.

Common error

Avoid assuming that "a vast quantity of data" automatically leads to better or more accurate results. Always emphasize the need for proper analysis and validation to ensure data quality and reliability.

Linguistic Context

The phrase "a vast quantity of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes the volume of information being referred to, often in contexts where data analysis or processing is involved, as confirmed by Ludwig.

Expression frequency: Common

Frequent in

Science

43%

News & Media

40%

Academia

11%

Less common in

Encyclopedias

3%

Formal & Business

3%

Social Media

0%

Ludwig's WRAP-UP

In summary, "a vast quantity of data" is a grammatically sound and commonly used phrase that emphasizes the substantial size of a dataset. As Ludwig AI confirms, it serves to highlight the scale of information, often in academic, scientific, and news-related contexts. While versatile, it's important to consider alternative phrases like "a large volume of data" for formal writing and to avoid equating quantity with quality. Remember, thorough analysis and validation are key when dealing with any dataset, regardless of its size.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a large volume of data

Replaces "quantity" with "volume", emphasizing the sheer size of the data.

a huge amount of data

Substitutes "vast quantity" with "huge amount", conveying a similar sense of magnitude.

a massive data set

Uses "massive" to highlight the size of the dataset, often in a technical context.

an extensive collection of data

Focuses on the comprehensive nature of the data rather than just the amount.

a wealth of data

Implies the data is not only large but also valuable and informative.

an abundance of data

Suggests there is more than enough data available.

a significant amount of data

Emphasizes the importance and relevance of the data.

a considerable body of data

Uses "body" to refer to a substantial and coherent collection of data.

a sea of data

Employs a metaphorical expression to convey the overwhelming amount of data.

mountains of data

Similar to "sea of data" but uses "mountains" to paint a picture of the size of the data.

FAQs

How can I effectively use "a vast quantity of data" in a research paper?

When discussing "a vast quantity of data" in your research, highlight the methods used to process and analyze the data, and emphasize how the quantity contributes to the robustness and validity of your findings.

What are some alternatives to "a vast quantity of data" in formal writing?

In formal contexts, consider using alternatives like "a large volume of data" or "an extensive collection of data" for a more sophisticated tone.

Which is the correct phrase, "a vast quantity of data" or "vast amounts of data"?

Both "a vast quantity of data" and "vast amounts of data" are grammatically correct. The choice depends on the specific nuance you wish to convey, with "quantity" emphasizing a discrete number and "amounts" referring to a more general mass or bulk.

How does "a vast quantity of data" impact machine learning?

"A vast quantity of data" is crucial for training effective machine learning models, as it allows algorithms to identify patterns and make accurate predictions. The more data available, the better the model's performance.