an overwhelming amount of data

USAGE SUMMARY

The phrase "an overwhelming amount of data" is correct and usable in written English.
You can use it when describing a situation where there is a large quantity of data that is difficult to manage or process. Example: "The researchers faced an overwhelming amount of data from the surveys, making it challenging to draw clear conclusions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 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

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

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

For the past six months, defense attorneys have been poring over trillions of bytes of recorded and written information, an overwhelming amount of data that was dumped on them by the prosecution, thereby significantly complicating and hampering the discovery process.

Huffington Post

Although this assumption is supported by an overwhelming amount of data showing that V regions interact with Ag, there is now considerable data that the C region can affect V region structure therefore affecting Ab affinity and specificity [1] [6].

Plosone

With men ruling women, you will find an overwhelming amount of data that supports the ruling of the signs based on the elements.

WikiHow

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

In the future, sensors, combined with sources like cell phone data, could provide an overwhelming amount of information about a city and its residents.

Huffington Post

From government databases, such as those aggregated by Data.gov, to data made available via tools such as Google Places API, the public has access to an overwhelming amount of information.

TechCrunch

"He can handle an overwhelming amount of information," Dr. McCosker said.

The New York Times - Science

The talks, performances, screenings and exhibitions presented an overwhelming amount of information on a subject many of us ignore.

Independent

Personalization and matching are important because the Internet gives customers an overwhelming amount of information.

The New York Times - Tech

Expert writing Tips

Best practice

When using the phrase "an overwhelming amount of data", consider whether quantifying the data (e.g., terabytes, records) would provide a more concrete understanding for your audience.

Common error

Avoid assuming that patterns observed within "an overwhelming amount of data" automatically imply a causal relationship. Further analysis is needed to establish causation.

Linguistic Context

The phrase "an overwhelming amount of data" functions as a noun phrase, acting as the subject or object in a sentence. As indicated by Ludwig AI, this phrase is considered grammatically correct and usable. Examples from Ludwig showcase its usage across varied contexts.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

35%

Wiki

10%

Less common in

Formal & Business

5%

Encyclopedias

5%

Reference

5%

Ludwig's WRAP-UP

In summary, "an overwhelming amount of data" is a grammatically correct and frequently used phrase to describe a large quantity of data, implying that it's difficult to manage or analyze. According to Ludwig AI, this phrase is versatile and fits into various contexts, mainly Science and News & Media, with a neutral to formal register. When using the phrase, remember to consider quantifying the data for better understanding and to avoid assuming correlation implies causation. Alternatives like ""a vast quantity of data"" or ""a huge volume of data"" offer similar meanings with slight variations in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a vast quantity of data

Replaces "overwhelming" with "vast", emphasizing the sheer size of the data.

a huge volume of data

Substitutes "amount" with "volume" and "overwhelming" with "huge", focusing on the magnitude.

a massive quantity of information

Emphasizes the large quantity with "massive", and replaces "data" with the broader term "information".

a significant amount of data

Replaces "overwhelming" with "significant", highlighting the importance of the data.

a deluge of data

Uses "deluge" to convey the sense of being flooded with data.

a mountain of data

Employs the metaphor "mountain" to depict the data as a large, imposing mass.

a surplus of data

Indicates an excess of data, perhaps more than is needed.

an excess of information

Similar to surplus but utilizes the term information.

a plethora of data

Replaces 'an overwhelming amount' with 'a plethora', indicating abundance.

a wealth of data

Suggests the data is valuable and abundant.

FAQs

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

You can use "an overwhelming amount of data" to describe situations where there is a large volume of information that's difficult to process or analyze. For example: "The project generated "an overwhelming amount of data", requiring advanced analytical tools."

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

Alternatives include "a vast quantity of data", "a huge volume of data", or "a massive quantity of information", depending on the specific context and desired emphasis.

Is it better to say "an overwhelming amount of data" or "a lot of data"?

"An overwhelming amount of data" is more precise and impactful when you want to emphasize the sheer volume and potential difficulty in handling the data. "A lot of data" is less formal and less descriptive.

What strategies can help manage "an overwhelming amount of data"?

Strategies for managing "an overwhelming amount of data" include data aggregation, filtering, visualization, and utilizing machine learning algorithms to identify relevant patterns and insights.