large volume of data

USAGE SUMMARY

The phrase "large volume of data" is correct and usable in written English.
You can use it when talking about a large amount of data that needs to be processed or stored. For example, "The company is struggling to manage the large volume of data they handle on a daily basis."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

It is worrying that such a large volume of data will be available for any organisation to search, especially the government.

The Guardian - Opinion

By analyzing this large volume of data, scientists discovered a new gene called NEK1, which has been identified as one of the most common genes associated with ALS.

The Guardian - Opinion

The council leader acknowledged that the initiative will not happen overnight, and said he expects there to be challenges due to the large volume of data it holds.

The Guardian

These summaries are often the result of synthesising data from several different published spreadsheets, so rather than re-publish the large volume of data direct, we have instead in each case linked to the original source.

The Guardian

They require large volume of data for high accuracy.

Complex Adaptive Systems Modeling

A large volume of data transfer is expected since SLAVE will request content from MASTER.

Human-centric Computing and Information Sciences

A groundwater development program requires a large volume of data from various sources.

Applied Water Science

Neuro-fuzzy algorithms are useful for classifying large volume of data with uncertainty.

EURASIP Journal on Wireless Communications and Networking

The unsupervised techniques make use of statistical analysis on large volume of data.

Complex Adaptive Systems Modeling

However, this large Volume of data is also a major positive feature of Big Data.

Journal of Big Data

Processing large volume of data in parallel mode is an important measure [12].

Journal of Big Data

Expert writing Tips

Best practice

When discussing "large volume of data", specify the type of data and the context to provide clarity and avoid ambiguity. For example, "large volume of customer transaction data".

Common error

Avoid using "large volume of data" without specifying the units or scale. Without context, the phrase can be vague and uninformative. Always quantify or provide a relative comparison.

Linguistic Context

The phrase "large volume of data" functions as a noun phrase, typically serving as the object of a verb or preposition. Ludwig examples illustrate its use in contexts discussing data analysis, storage, and processing. Ludwig AI confirms its grammatical correctness.

Expression frequency: Very common

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase “large volume of data” is a grammatically correct and very common term used across various fields to describe substantial amounts of data. As confirmed by Ludwig, it accurately conveys the magnitude of information being handled. Predominantly found in scientific, news, and formal business contexts, it emphasizes both the opportunities and challenges associated with processing such extensive datasets. When using this phrase, providing specific context about the data type is crucial for clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

substantial amount of data

Emphasizes the quantity of data, similar to the original phrase, but uses "amount" instead of "volume".

extensive data set

Focuses on the collection of data as a set, highlighting its comprehensive nature.

massive quantities of data

Highlights the sheer scale of the data, using "quantities" to emphasize abundance.

huge amount of information

Shifts the focus slightly from raw data to processed information, while maintaining the emphasis on large quantity.

big data

A common term referring to extremely large data sets that are analyzed computationally to reveal patterns, trends, and associations.

enormous data repository

Emphasizes the storage aspect of the data, suggesting a large collection in a single location.

comprehensive data collection

Highlights the completeness and thoroughness of the data gathering process.

significant data resources

Focuses on the value and utility of the data, portraying it as a valuable asset.

wide range of data

Emphasizes the diversity and variety within the data set, rather than just the quantity.

copious amounts of data

Uses "copious" to suggest a plentiful and abundant amount of data, stressing the profusion of information.

FAQs

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

To effectively use "large volume of data", provide context about the type of data and its implications. For example, "Analyzing the "large volume of data" revealed significant trends in customer behavior."

What are some alternatives to the phrase "large volume of data"?

Alternatives include "substantial amount of data", "extensive data set", or the term "big data", depending on the context and level of detail required.

In what contexts is it appropriate to use the phrase "large volume of data"?

The phrase "large volume of data" is appropriate in scientific research, business analytics, and technical documentation where there's a need to emphasize the size and scope of the dataset being discussed.

What are some challenges associated with processing a "large volume of data"?

Challenges include increased computational requirements, the need for scalable storage solutions, and difficulties in extracting meaningful insights due to the sheer size and complexity of the data. Efficient algorithms and robust infrastructure are crucial for handling a "large volume of data".