extreme volume of data

USAGE SUMMARY

The phrase "extreme volume of data" is correct and usable in written English.
It can be used when discussing large amounts of data, particularly in contexts like data analysis, computing, or research. Example: "The researchers faced challenges in processing the extreme volume of data collected during the experiment."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Therefore, existing techniques and algorithms need to be improved in ways that can handle the extreme volume of data, the wide variety of data types, and the time constraints on data processing.

Journal of Big Data

The development of new techniques and tools is therefore necessary, as historical solutions have been rendered impractical due to the extreme volume of data generated (2 4).

Database : the journal of biological databases and curation

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

As the number of pupils taken by class (between 4 and 6, in the most extreme case) was small, the volume of data substituted was not very large so the assessment of such values is not very efficient and it is not considered very relevant.

BMC Endocrine Disorders

The overall volume of data protection concerns submitted fell.

The Guardian

"For us, like other data centers, the volume of data continues to explode," Mr. Bourgeois said.

The New York Times - Tech

Given the sheer number of user accounts and the volume of data each one contained, data security was crucial.

The Guardian - Tech

"The volume of data is not irrelevant, but not as important as it sounds.

The Guardian

The sheer volume of data being transmitted and stored is also set to explode.

The Guardian

However, the board document said the damaged cable could not handle the larger volume of data.

The New York Times

If you can handle that volume of data, that is.

TechCrunch

I would be confronted with the sheer volume of data and theories.

Huffington Post

Expert writing Tips

Best practice

When discussing challenges related to data processing, specify what makes the “extreme volume” difficult to manage, such as processing speed or storage capacity.

Common error

Avoid using “extreme volume of data” when the data size is only moderately large. Be specific about the actual size or scale to justify the 'extreme' descriptor.

Linguistic Context

The phrase "extreme volume of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes a substantial amount of information, often implying challenges in management or processing. Ludwig confirms the phrase's usability in contexts requiring discussion of large datasets.

Expression frequency: Rare

Frequent in

News & Media

34%

Science

33%

Formal & Business

33%

Less common in

Reference

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "extreme volume of data" is used to describe particularly large datasets that present challenges for processing, storage, and analysis. Ludwig AI confirms it's a grammatically sound phrase. While not excessively common, it appears in a variety of contexts, including news media and scientific publications. When using this phrase, be mindful of specifying the implications of the volume and whether "extreme" is an accurate descriptor of the amount in question. Alternatives such as "massive data quantities" or "large-scale data" might be more suitable depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

massive data quantities

Replaces "volume" with "quantities", emphasizing the amount rather than the abstract size.

extensive data sets

Substitutes "volume" with "sets", focusing on the collection aspect of the data.

large-scale data

Uses "large-scale" to describe the overall size and scope of the data.

substantial data amount

Replaces "volume" with "amount", highlighting the measurable quantity of data.

considerable data magnitude

Emphasizes the size and significance of the data using "magnitude" instead of "volume".

vast amount of data

Replace "extreme volume" with "vast amount" keeping the same intention.

immense data size

Uses "immense size" to convey the substantial scale of the data.

huge data pool

Replace the word "volume" with "pool", focusing on the availability and accessibility of the data.

bulky data collection

Replace the word "volume" with "collection", focusing on the grouping of the data.

unwieldy data mass

Emphasizes the difficulty in handling the data, with "mass" suggesting a large and heavy quantity.

FAQs

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

You can use "extreme volume of data" to describe situations where the amount of data is so large that it presents significant challenges for processing, storage, or analysis. For example: "The new system is designed to handle the "extreme volume of data" generated by the sensor network".

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

Depending on the context, you could use alternatives like "massive data quantities", "large-scale data", or "substantial data amount".

What implications does an "extreme volume of data" have on data processing?

An "extreme volume of data" often requires more sophisticated processing techniques, such as distributed computing or advanced algorithms, to handle the scale and complexity effectively. This could mean investing in cloud infrastructure or optimizing existing data pipelines.

Is it always necessary to specify the "extreme volume of data" when discussing big data challenges?

While not always necessary, specifying the "extreme volume of data" can emphasize the scale of the challenge and highlight the need for specialized tools and techniques. Consider whether the volume is a primary factor in the difficulties faced; if so, including the phrase can be beneficial.