multiple data

USAGE SUMMARY

The phrase "multiple data" is not correct in standard written English.
The term "data" is typically treated as a plural noun, so it is more appropriate to use "multiple pieces of data" or "multiple data points." Example: "In our research, we collected multiple pieces of data to support our findings."

⚠ May contain grammatical issues

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"I think we have multiple data points now that show that we are making that progress".

The New York Times

Solid demo showing multiple data sets gathered from a single poll about Scottish independence.

The Guardian

Sure, there are security and other reasons to initially beware about multiple data centres but this was a seriously long product development cycle – they could have proposed and audited multiple data centres as part of that system.

The Guardian - Opinion

"They are embedded in back-end systems, working at the seams of multiple data sets, with no consumer-facing interface.

The Guardian - Tech

It is useless because those with multiple data sets can easily cross reference them and undo the anonymisation," he said.

The Guardian - Tech

Its business development director, Emer Coleman, explains how the company's capacity to reconcile multiple data means business is booming for its freemium model.

The Guardian

"This [ruling could] dramatically increase compliance costs, particularly where a website is targeted at multiple member states, making the company subject to multiple data protection authorities.

The Guardian - Tech

single instruction, multiple data.

Computational Social Networks

It supports multiple data sender and multiple data user.

Journal of Cloud Computing

(b) Collisions between multiple data frames.

EURASIP Journal on Wireless Communications and Networking

IEEE 802.11 offers multiple data rates.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When referring to individual pieces of data, use "multiple data points" for grammatical accuracy. For example, "The study collected multiple data points to analyze the trend."

Common error

Avoid using "multiple data" as "data" is already considered plural. Opt for "multiple data sets" or "multiple pieces of data" to maintain grammatical correctness.

Linguistic Context

The phrase "multiple data" functions as a noun phrase, although it's grammatically questionable. It attempts to describe a situation involving several pieces of information. However, Ludwig AI indicates that "data" is typically treated as a plural noun, making the phrase somewhat redundant or incorrect in formal writing.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

40%

Formal & Business

15%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, while the phrase "multiple data" is frequently used across various contexts, Ludwig AI points out that it's grammatically questionable because "data" is generally treated as a plural noun. To ensure grammatical correctness, it's better to use alternatives such as "multiple data sets", "multiple data points", or "various data sources" depending on the specific context. Despite its common usage, sticking to grammatically correct alternatives will enhance the clarity and professionalism of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

multiple datasets

Focuses on having more than one organized collection of data.

various data sets

Highlights different collections of data.

many data points

More grammatically correct, specifying individual pieces of information.

diverse data

Highlights the variety and heterogeneity within the data.

comprehensive data

Emphasizes that the data covers a wide range of information.

numerous data

Similar to many data, but sounds more formal.

myriad data

Emphasizes the extensive and diverse nature of the data.

extensive data

Indicates a comprehensive and thorough collection of data.

abundant data

Stresses the plentiful amount of data available.

multiple sources of information

Indicates information collected from different origins.

FAQs

How can I use "multiple data" correctly in a sentence?

While "multiple data" is frequently used, it's grammatically incorrect. Use "multiple data sets" or "multiple pieces of data" instead.

What is a grammatically correct alternative to "multiple data"?

Alternatives include "various data sets", "numerous data points", or "multiple sources of information".

When should I use "multiple data sets" instead of "multiple data"?

Always use "multiple data sets" when referring to several collections of data. The phrase "multiple data" is not grammatically correct.

Is there a difference in meaning between "multiple data" and "multiple data points"?

"Multiple data" is generally considered incorrect. "Multiple data points" is the grammatically sound way to say that you have gathered several individual pieces of information.