Huge volume of data

USAGE SUMMARY

The phrase "Huge volume of data" is correct and usable in written English.
It can be used when discussing the amount of data in contexts such as data analysis, research, or technology. Example: "The huge volume of data collected during the experiment provided valuable insights into the subject matter."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

44 human-written examples

Huge volume of data and high data complexity are the main challenges in metagenomic assembly.

Parallel Computing

Huge volume of data, along with its complexity poses big challenges to data analytic applications.

Vietnam Journal of Computer Science

Huge volume of data related to the crisis including short message service (SMS) from onsite victims, social media data from citizens, journalists, and aid organizations was subsequently collected.

Journal of International Humanitarian Action

How do we represent the huge volume of data we receive?

The New York Times - Arts

Bank agencies daily store a huge volume of data regarding clients and their operations.

Decision Support Systems

Stream processing needs to process huge volume of data with strict deadline requirements.

Journal of Parallel and Distributed Computing

Human-verified similar examples from authoritative sources

Similar Expressions

16 human-written examples

Huge volumes of data are really important," Mr Altman said.

Independent

Peer-to-peer systems have emerged as a popular way to share huge volumes of data.

Stanford University

The latter is particularly true as new instruments generate huge volumes of data.

Harvard University

New software from I.B.M. can suck up huge volumes of data from many sources and quickly identify correlations within it.

The New York Times - Tech

The retail sector is already taking steps to extract value from the huge volumes of data that it sits on.

The Guardian

Expert writing Tips

Best practice

When discussing the challenges of big data, use "huge volume of data" to emphasize the scale and complexity involved in processing and analyzing it.

Common error

Avoid using "huge volume of data" when a smaller amount of data is actually being discussed. Provide specific metrics or examples to justify the use of this phrase.

Linguistic Context

The phrase "huge volume of data" functions primarily as a noun phrase that describes a significant quantity of information. According to Ludwig AI, it's often used when discussing challenges in data analysis and management. Examples show it appears in contexts related to scientific research, technological advancements, and business operations.

Expression frequency: Uncommon

Frequent in

Science

45%

News & Media

30%

Formal & Business

25%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "huge volume of data" is a noun phrase used to describe a substantial amount of information, often emphasizing the challenges and opportunities associated with its analysis and management. According to Ludwig AI, the phrase is grammatically correct and is most commonly used in scientific, news media, and formal business contexts. While alternatives like "vast amount of data" or "extensive dataset" exist, "huge volume of data" specifically highlights the scale and complexity involved. When using this phrase, ensure that the context justifies the use of the word "huge" to accurately represent the quantity of data being discussed. Be wary of overstating the data volume without providing relevant context or specific examples. Always ensure accuracy in portraying the scale of the data to maintain clarity and credibility in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Vast amount of data

Emphasizes the extensiveness of the data.

Large quantity of data

Focuses on the numerical aspect of the data's size.

Extensive data set

Highlights the completeness and comprehensiveness of the data.

Substantial data resources

Implies significant and valuable data availability.

Considerable data pool

Emphasizes the collective nature and accessibility of the data.

Significant volume of information

Shifts focus from raw data to processed information.

Massive data collection

Stresses the act of gathering an enormous amount of data.

Comprehensive data repository

Highlights the organized storage of extensive data.

Abundant data supply

Focuses on the readily available and plentiful nature of the data.

Copious data reserves

Implies a large and stored quantity of data for future use.

FAQs

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

You can use "huge volume of data" to describe datasets that are extremely large and complex, such as in contexts like: "Analyzing the "huge volume of data" generated by social media requires advanced analytical tools."

What are some alternatives to "huge volume of data"?

Alternatives include phrases like "vast amount of data", "large quantity of data", or "extensive dataset", depending on the specific context and emphasis you want to convey.

Is it appropriate to use "huge volume of data" in formal writing?

Yes, "huge volume of data" is appropriate for formal writing, especially in scientific, technical, or business contexts where large datasets are commonly discussed. However, ensure that its usage is justified by the actual scale of the data being described.

What's the difference between "huge volume of data" and "large dataset"?

"Huge volume of data" typically refers to the sheer size and complexity of the data, while "large dataset" simply indicates that the dataset is substantial in size. The former emphasizes the challenges associated with managing and processing the data.