overwhelming volume of data

USAGE SUMMARY

The phrase "overwhelming volume of data" is correct and usable in written English.
It can be used when discussing a large amount of information that is difficult to manage or process. Example: "The researchers faced an overwhelming volume of data that made it challenging to draw meaningful conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Optimised protocols have to prevent an overwhelming volume of data being presented to referring specialists.

Cancer Imaging

But in the case of drug resistance, the overwhelming volume of data does make assimilating the relevant natural history a challenge, especially as the data are elucidated by physicians, veterinarians, microbiologists and public health specialists, so that a foreign, often pathogen-specific jargon and intellectual culture dominates.

Evolutionary Applications

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Interviewing every implementer may not provide greater insights than interviewing a small well selected sample, and may lead to overwhelming volumes of data.

British Medical Journal

In automotive domain, overwhelming volume of textual data is recorded in the form of repair verbatim collected during the fault diagnosis (FD) process.

Computers in Industry

Thus, not surprisingly, an overwhelming volume of SUV data has accrued in PET-related oncologic literature during recent decade.

Cancer Imaging

As overwhelming volumes of information begun to be stored in large-scale datasets, automatic learning methods emerged as a good strategy to predict gene function.

BMC Genomics

Such medical breakthroughs can generate an enormous, and occasionally overwhelming, volume of new information to be assimilated; misinformation and exaggeration should be avoided.

Seminars in Oncology

These devices generate the overwhelming volume of high-speed streaming data, termed as Big Data.

Future Generation Computer Systems

Given the overwhelming volume of political advertising, any single ad may leave little beyond a fleeting impression with voters.

The New York Times

But she had not realized that the operation did not have the capacity to handle the overwhelming volume of orders.

The New York Times

We help to distill the overwhelming volume of stories on the web into a manageable and digestible experience.

TechCrunch

Expert writing Tips

Best practice

When using "overwhelming volume of data", consider quantifying the data to provide a clearer picture of the scale being discussed. For example, specify the number of records, size in gigabytes, or frequency of data generation.

Common error

Avoid using "overwhelming volume of data" as a general complaint about having too much information. Instead, explain why the volume is overwhelming—is it hindering analysis, exceeding processing capacity, or obscuring valuable insights?

Linguistic Context

The phrase "overwhelming volume of data" functions as a noun phrase, where "overwhelming" is an adjective modifying the noun "volume", and "data" acts as a post-modifier specifying the type of volume. Ludwig AI confirms its correct usage.

Expression frequency: Rare

Frequent in

Science

35%

News & Media

33%

Formal & Business

32%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "overwhelming volume of data" correctly describes a situation where the amount of data is difficult to manage. As Ludwig AI explains, it is grammatically correct and appears in diverse sources such as Science, News & Media. While not a very common phrase, it is suitable for formal or neutral contexts. To enhance clarity, consider quantifying the data and explaining why the volume is overwhelming. Alternatives include "massive data overload" or "unmanageable quantity of data" depending on the specific nuance you aim to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

massive data overload

Emphasizes the excessive and potentially unmanageable aspect of the data.

unmanageable quantity of data

Highlights the difficulty in handling or processing the data.

excessive amount of data

Focuses on the surplus nature of the data, suggesting it exceeds what is needed or useful.

data deluge

Uses a metaphorical term to convey the overwhelming nature of the data influx.

information explosion

Highlights rapid growth and widespread availability, leading to feeling overwhelmed.

data saturation

Suggests that the data is so abundant that it loses its value or becomes difficult to filter.

unprecedented data accumulation

Emphasizes the unique and extensive collection of data.

formidable data aggregation

Highlights the impressively large gathering of information.

substantial collection of data

Focuses on the significant size of the data set.

mountain of data

Uses a metaphor to describe data quantity.

FAQs

How can I rephrase "overwhelming volume of data" to sound more formal?

In formal contexts, consider using "substantial data aggregation" or "extensive data accumulation". These phrases convey the large size of the dataset in a professional manner.

What verbs commonly collocate with "overwhelming volume of data"?

Typical verbs include "handle", "analyze", "process", "manage", and "interpret". For example, "Researchers struggle to analyze the overwhelming volume of data".

Is it redundant to say "large overwhelming volume of data"?

Yes, "large" is generally redundant because "overwhelming" already implies a very significant quantity. Stick with either "large volume of data" or "overwhelming volume of data".

When is it appropriate to use the phrase "sheer volume of data" versus "overwhelming volume of data"?

"Sheer volume of data" emphasizes the magnitude or extent of the data, while "overwhelming volume of data" highlights the difficulty in managing or processing that magnitude. The choice depends on whether you want to stress the size or the impact of the data.