magnitude of data

USAGE SUMMARY

The phrase "magnitude of data" is correct and usable in written English.
It can be used when discussing the size, volume, or significance of data in various contexts, such as research, analytics, or data management. Example: "The magnitude of data generated by social media platforms is staggering and requires advanced processing techniques."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

The federal government has committed to implementing this by the end of the year, but given the magnitude of data involved, it needs to happen a lot sooner.

The Guardian - Opinion

Exploratory factor analysis reduces the magnitude of data without losing the complexity of NSI.

Triple Helix

Further, the magnitude of data considered for the analysis can significantly change the patterns of drug activity on targets and the inferences on similar activity [14].

Journal of Cheminformatics

Considering the magnitude of data to be screened, the parallelized virtual screening has a significantly lower running time at high throughput.

Journal of Cheminformatics

Mary Jo White, head of US regulator the Securities and Exchange Commission, recently warned investors to be cautious of the metrics used by technology companies such as Twitter, noting that investors have become overwhelmed by the sheer magnitude of data.

BBC

It is not only the magnitude of data, but also the diversity of user intentions and backgrounds...that distinguish the MOOC context from conventional classrooms.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

It uses a hyperbolic view in order to facilitate understandable views even for magnitudes of data for which visualization becomes difficult.

BioData Mining

Systematic data evaluation can determine the magnitude of the data reporting failure and guide site-specific improvements in data management.

Plosone

Because data quality contributes to the magnitude of PSIs, data validity has to be similar across comparison groups (such as countries, regions or jurisdictions) and over time.

BMJ Open

In the way, the magnitude of upcoming data from the IoT will disrupt the data centres.

International Journal of Information Management

For each article we determined the magnitude of missing data and method(s) for handling missing data in the principal analysis.

BMC Medical Research Methodology

Expert writing Tips

Best practice

When discussing the impact of data size on processing or analysis, use "magnitude of data" to convey the scale of the challenge. For example: "Due to the magnitude of data, parallel processing is essential."

Common error

Avoid using "magnitude of data" when you actually mean the importance or relevance of the data. Instead, consider using "significance of data" or "importance of data" when emphasizing the impact or value of the information.

Linguistic Context

The phrase "magnitude of data" functions as a noun phrase that typically serves as a subject or object in a sentence. It quantifies the extent or scale of data being discussed. Ludwig AI confirms that this is a standard and acceptable phrase.

Expression frequency: Common

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "magnitude of data" is a grammatically sound and commonly used expression to denote the size or scale of data, as confirmed by Ludwig. It is prevalent in scientific, news, and business contexts, often emphasizing the challenges or opportunities associated with large datasets. While alternatives like "volume of data" or "scale of data" exist, "magnitude of data" effectively conveys the impact of data size. Remembering to differentiate between magnitude and significance is crucial for accurate usage. Ludwig's examples provide diverse illustrations of how this phrase is applied across various fields, solidifying its relevance in contemporary discourse.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

volume of data

Focuses on the quantity of data involved, emphasizing the sheer amount.

scale of data

Highlights the relative size or extent of the data set.

extent of data

Emphasizes the range or scope covered by the data.

amount of data

A general term referring to the quantity of data.

scope of data

Indicates the breadth and depth of the data collected.

quantity of data

Stresses the measurable amount of data present.

size of data

Refers to the physical or digital storage space occupied by the data.

degree of data

Implies the level or intensity of data available.

breadth of data

Highlights the variety and diversity within the data set.

depth of data

Focuses on the level of detail and granularity within the data.

FAQs

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

You can use "magnitude of data" to describe the scale or size of a dataset, such as, "The "magnitude of data" collected by the sensor network requires advanced analytical techniques."

What are some alternatives to "magnitude of data"?

Depending on the context, you can use alternatives like "volume of data", "scale of data", or "amount of data".

When should I use "magnitude of data" instead of "amount of data"?

"Magnitude of data" is suitable when emphasizing the impact of the sheer size of the dataset. "Amount of data" is a more general term for referring to the quantity of data.

Is "magnitude of the data" grammatically correct?

Yes, "magnitude of the data" is grammatically correct, though ""magnitude of data"" is more concise and commonly used. Both phrases are acceptable depending on the specific context.