vast volume of data

USAGE SUMMARY

"vast volume of data" is a grammatically correct and commonly used phrase in written English.
It can be used to describe a large amount of data, typically used in scientific, research, or technical writing. Here is an example: "The research team collected a vast volume of data from their study, which included over 10,000 participants from various countries."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

This vast volume of data requires new analytical tools - we are developing a range of large-scale network analysis and machine learning algorithms that we hope will provide deeper insight into human behavior.

Harvard University

There has been a growing interest in leveraging this vast volume of data across levels of analysis, measurement techniques, and experimental paradigms to gain more insight into brain function.

Duke University

Since database object containers are likely to receive a vast volume of data items (e.g., a column with millions of keys being written), it could be very inefficient for observers to scan the whole columns and find those that have been changed.

Journal of Internet Services and Applications

The vast volume of data being generated by RT-QPCR means that a large number of statistical tools and approaches can be applied to analyse the results [ 26].

BMC Biotechnology

The review of L. Y. Hu et al. is an elegant summary of the recent vast volume of data concerning the M-band region of striated muscle.

BioMed Research International

A vast volume of data is typically recorded in multi-electrode mapping studies, with several thousand slow wave signals potentially being recorded in each experiment for assessment.

BMC Gastroenterology

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Modern business analytics has made it possible to extract new types of insights from vast volumes of data.

Harvard Business Review

This leads to vast volumes of data collected at ever increasing velocities and of different variety, a phenomenon currently known as Big Data.

International Journal of Information Management

It is using vast volumes of data already collected by the state to better manage its natural resources, while augmenting this with new sensor-based data sets to provide specific details.

The Guardian - Tech

PERHAPS the area of greatest interest, for law enforcement agencies and investors alike, is technology that can help analyze vast volumes of data and detect unseen patterns or abnormalities.

The New York Times

The framework is heavily dependent on a flexible set of visualization tools to make the "invisible" visible and provide insights that might otherwise be hidden in the vast volumes of data.

Exploring Geovisualization

Expert writing Tips

Best practice

Specify the context or source of the "vast volume of data" to provide clarity and relevance for your audience.

Common error

Avoid using "vast volume of data" when referring to relatively small datasets. Ensure the scale genuinely warrants the adjective "vast" to maintain credibility.

Linguistic Context

The phrase "vast volume of data" functions primarily as a noun phrase acting as the subject or object in a sentence. Ludwig examples show it describing the quantity of information available for analysis or processing, consistent with Ludwig AI's assessment.

Expression frequency: Uncommon

Frequent in

Science

35%

News & Media

30%

Academia

25%

Less common in

Formal & Business

5%

Wiki

3%

Reference

2%

Ludwig's WRAP-UP

In summary, "vast volume of data" is a grammatically correct phrase, as confirmed by Ludwig, used to describe a large quantity of data, particularly in scientific, academic, and news contexts. While not extremely common, it's a reliable way to emphasize the scale of data being discussed. When using the phrase, remember to specify its source or the actions performed on it. Ludwig examples and alternatives such as "massive amounts of data" and "large quantity of information" can help you to improve the quality of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

massive amounts of data

Uses "amounts" instead of "volume", slightly altering the tone.

large quantity of information

Focuses on the informational aspect rather than the raw data size.

extensive data collection

Highlights the process of gathering a substantial amount of data.

significant data set

Emphasizes the importance and size of the data.

immense data pool

Uses "pool" to depict a large collection of data.

substantial data resources

Focuses on the availability and usability of the data.

huge data reserves

Implies a stored or available collection of data.

copious data records

Highlights the recording aspect and uses "copious" for emphasis.

comprehensive data repository

Highlights the completeness and storage aspect of the data.

considerable data wealth

Suggests value and abundance in the data.

FAQs

How can I effectively use "vast volume of data" in a sentence?

To effectively use "vast volume of data", follow it with a verb that indicates what is being done with the data. For example: "Researchers analyzed the "vast volume of data" to identify trends".

What are some alternatives to saying "vast volume of data"?

Alternatives to "vast volume of data" include phrases like "large quantity of information", "extensive data collection", or "massive amounts of data".

Is it appropriate to use "vast volume of data" in casual conversation?

While grammatically correct, "vast volume of data" is more suited for formal or technical contexts. In casual conversation, simpler alternatives like "a lot of data" or "tons of data" might be more appropriate.

What is the difference between "vast volume of data" and "sheer volume of data"?

"Vast volume of data" emphasizes the immense quantity of data. "Sheer volume of data" highlights the data's quantity as a significant or overwhelming aspect. They are often interchangeable, but "sheer volume" can imply a more impactful or challenging quantity.