overwhelming amount of data

USAGE SUMMARY

"overwhelming amount of data" is a correct and usable phrase in written English.
It is often used to describe a very large or excessive amount of information or statistics. You can use this phrase in situations where there is too much data to handle or process easily. Example: "The scientists were faced with an overwhelming amount of data from their research, making it difficult to draw conclusive results." In this example, the phrase is used to emphasize the significant challenge that the scientists are facing due to the abundance of data.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

21 human-written examples

In the face of an overwhelming amount of data suggesting that climate change poses an immediate and catastrophic threat to our very existence, we remain largely inert.

The Guardian

Skills from different disciplines will help make sense of the overwhelming amount of data being generated.

Science Magazine

The overwhelming amount of data generated by gene expression studies is a valuable resource for every scientist.

Biochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms

Many passive testing techniques consider only the control part of the system and neglect data, or are confronted with an overwhelming amount of data values to process.

Computer Networks

Continuing this periodical shift between exposure sequences and brakes, we are able to perform an area-wide traffic monitoring without producing an overwhelming amount of data.

European Transport Research Review

Traditional techniques of collecting (e.g. lightweight Python framework), storing (e.g. Oracle) and analysing (e.g. PL/SQL) data are no longer optimal with the overwhelming amount of data that are being generated.

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

39 human-written examples

With the overwhelming amounts of data that exist today, the ability to mine and reduce data is of utter importance in any field of research.

International Journal of STEM Education

The OIG team also learned that so much of the analysts' time was spent answering emails and receiving overwhelming amounts of data and intelligence traffic that they found themselves unable to read entire field reports, or cables.

Vice

For the non-bioinformatics specialist, however, many of the currently available tools provide overwhelming amounts of data that are presented in a non-intuitive way.

Plosone

This type of data is increasingly common from studies searching for susceptibility genes for common complex diseases that collect thousands of samples generating millions of genotypes and overwhelming amounts of data.

Bioinformatics

Indeed, gene profiling studies have identified a number of significant dysregulated miRNAs as "oncomiRs" or "tumor suppressors" in a variety of human cancers, and overwhelming amounts of data have strongly validated that the ubiquitously aberrant expressions of miRNAs were closely associated with the pathogenesis and progression of human malignancies.

BioMed Research International

Expert writing Tips

Best practice

When using "overwhelming amount of data", ensure the context clearly indicates the impact of this large quantity, such as difficulties in analysis or decision-making.

Common error

Don't just state there is an "overwhelming amount of data". Specify why it's overwhelming, whether it's due to complexity, volume, or the speed at which it's generated.

Linguistic Context

The phrase "overwhelming amount of data" functions as a noun phrase, typically serving as the object or subject of a sentence. It describes the quantity of data, emphasizing its abundance to the point of being difficult to manage. Ludwig confirms its validity and common usage.

Expression frequency: Common

Frequent in

Science

51%

News & Media

37%

Wiki

4%

Less common in

Formal & Business

4%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "overwhelming amount of data" is a common and grammatically correct expression used to describe a situation where the volume of data is so large that it presents significant challenges. Ludwig's analysis indicates that it is most frequently used in scientific and news media contexts. When using this phrase, it's best to specify the impact of the data's size, such as difficulties in analysis or decision-making, to avoid vagueness. Alternatives include "large volume of data" or "data overload", depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

large volume of data

Changes "overwhelming amount" to "large volume", focusing on the quantity but slightly less intense.

vast quantity of data

Replaces "overwhelming amount" with "vast quantity", emphasizing the scale of the data.

excessive amount of data

Substitutes "overwhelming" with "excessive", highlighting that the amount is more than necessary or desirable.

huge quantity of data

Uses "huge quantity" instead of "overwhelming amount", indicating a great but perhaps not unmanageable size.

massive volume of data

Similar to "large volume", but "massive" suggests a larger scale.

data overload

A more concise term indicating too much data, simplifying the original phrase.

information deluge

Metaphorically describes the data as a flood, changing the core imagery.

data explosion

Suggests a rapid increase in data, rather than just a large amount.

sea of information

Uses a metaphorical "sea" to convey the vastness and potential disorientation caused by the data.

unmanageable quantity of data

Focuses on the difficulty of handling the data, adding a practical challenge.

FAQs

How can I effectively use "overwhelming amount of data" in a sentence?

Use "overwhelming amount of data" to describe situations where the sheer volume of information creates challenges in processing, analysis, or decision-making. For example: "The project team struggled with the "overwhelming amount of data" gathered during the initial research phase".

What are some alternatives to "overwhelming amount of data"?

Depending on the context, you can use alternatives such as "large volume of data", "data overload", or "information deluge" to convey a similar meaning.

Is it more appropriate to say "overwhelming amount of data" or "overwhelming quantity of data"?

Both "overwhelming amount of data" and "overwhelming quantity of data" are grammatically correct and can be used interchangeably. The choice often depends on personal preference, although "amount" is slightly more common in general usage.

How does an "overwhelming amount of data" impact data analysis?

An "overwhelming amount of data" often necessitates the use of advanced analytical techniques, such as machine learning and big data processing, to extract meaningful insights and patterns. Without these tools, the data can become unmanageable and its potential value unrealized.