avalanche of data

USAGE SUMMARY

The phrase "avalanche of data" is correct and usable in written English.
It can be used to describe a large and overwhelming amount of data that is difficult to manage or process. Example: "In today's digital age, businesses often face an avalanche of data that can complicate decision-making processes."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

35 human-written examples

It's a divide-and-conquer approach to making the avalanche of data produced online manageable.

The New York Times - Tech

Demographers are bracing for an avalanche of data, while others predict a raft of court cases challenging redistricting.

The New York Times

Often, it is the small, apparently trivial sign lost in the avalanche of data that forewarns of a coming threat.

The New York Times

Now, with the Internet, wireless sensors, and the capability to analyze an avalanche of data, a person's profile can be drawn without monitoring him or her directly.

The New York Times

The new Carnegie Mellon figures are the latest among what John P. Robinson, a social scientist at the University of Maryland, calls "an avalanche of data" that is refuting early conclusions about the negative impact of the Net.

The New York Times - Tech

But despite what he described as an avalanche of data given the Russians about American missile-defense thinking, the Kremlin position remains that the Antiballistic Missile Treaty isn't broken, and does not need fixing.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

25 human-written examples

The laser chips will make it possible to send avalanches of data to and from individual homes at far less cost.

The New York Times - Tech

An avalanche of psychological data shows that people are far better at handling adversity when it actually befalls them than they expect they will be.

The New York Times - Magazine

But this avalanche of raw data was too much – it left NSA's analysts struggling to distinguish the vital from the trivial and thus liable to miss key clues.

The Guardian

On top of the physical strain, there's the intellectual fatigue of sifting, constantly and publicly, through a real-time avalanche of weather data, as well as the emotional stress of knowing that if he makes a mistake, people could very well end up dead.

The New York Times - Magazine

Parasite genome projects are generating an avalanche of sequence data.

Trends in Parasitology

Expert writing Tips

Best practice

Use "avalanche of data" when you want to emphasize the overwhelming and potentially destructive nature of a large quantity of information. It suggests a situation where data is not just abundant but also difficult to manage or control.

Common error

Avoid using "avalanche of data" simply to mean 'a lot of data'. The phrase carries a connotation of being overwhelming or unmanageable. If the data is abundant but easily processed, a simpler phrase like 'large dataset' might be more appropriate.

Linguistic Context

The phrase "avalanche of data" functions primarily as a noun phrase. It acts as a subject, object, or complement in a sentence to describe a large, overwhelming quantity of information. Ludwig AI confirms its correctness and usability.

Expression frequency: Common

Frequent in

Science

40%

News & Media

40%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "avalanche of data" is a correct and commonly used noun phrase that describes a large and overwhelming amount of information. As Ludwig AI confirms, its meaning implies that the quantity is difficult to manage or process. It is frequently found in science and news contexts and carries a neutral to formal register. When using this phrase, be mindful of its connotations of being overwhelming, and consider alternative phrases like "deluge of data" or "torrent of data" if a different nuance is needed.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

deluge of data

Replaces "avalanche" with "deluge", suggesting a flood-like quantity rather than a cascading mass.

torrent of data

Substitutes "avalanche" with "torrent", implying a fast-flowing and powerful stream of information.

flood of data

Similar to "deluge", emphasizing the inundating nature of the data.

glut of data

Replaces "avalanche" with "glut", indicating an excessive and often unwanted amount of data.

onslaught of data

Substitutes "avalanche" with "onslaught", conveying an aggressive and overwhelming influx of data.

barrage of data

Replaces "avalanche" with "barrage", implying a continuous and overwhelming stream of data.

proliferation of data

Focuses on the rapid increase and spread of data, rather than the overwhelming quantity.

influx of data

Highlights the incoming flow of data, emphasizing the arrival of a large amount.

mountain of data

Uses the image of a mountain instead of an avalanche to describe the large amount of data.

ocean of data

Uses the image of a ocean instead of an avalanche to describe the large amount of data.

FAQs

How can I use "avalanche of data" in a sentence?

You can use "avalanche of data" to describe a situation where there's a large and unmanageable amount of data, such as: "The company is struggling to process the "avalanche of data" generated by its new marketing campaign."

What are some alternatives to "avalanche of data"?

Depending on the context, you can use alternatives like "deluge of data", "torrent of data", or "glut of data". Each emphasizes a slightly different aspect of the overwhelming quantity of information.

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

Yes, "avalanche of data" is suitable for formal writing, especially when conveying the difficulty in managing a large dataset. However, consider your audience and the specific context to ensure the imagery is appropriate. A term such as "large dataset" might be more neutral.

What's the difference between "avalanche of data" and "mountain of data"?

"Avalanche of data" implies an overwhelming and potentially destructive force of information, while "mountain of data" simply suggests a large and imposing quantity. The former emphasizes the difficulty in handling the data, whereas the latter focuses on the sheer size.