Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
role of data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "role of data" is correct and usable in written English.
It can be used when discussing the importance or function of data in a specific context, such as research, analysis, or decision-making. Example: "The role of data in shaping business strategies cannot be underestimated."
✓ Grammatically correct
News & Media
Academia
Science
Alternative expressions(4)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
(See "Growing your Own Data Scientists" for a description of the emerging role of data scientists). Buying tools for the existing staff can really help.
News & Media
The role of data is also important.
News & Media
The role of data scientist is at the cutting edge of the big data revolution.
News & Media
This chapter traces the role of data centers in services.
In that context, the role of data is not to make a manager sound analytical.
News & Media
This talk will describe the role of data analysis in political transitions to democracy.
Academia
They also look at the growing role of data analytics in everything from increasing crop production to gauging driving efficiency.
News & Media
The role of data prefiltering in model identification and validation is presented in this paper.
Science
If anything, the role of data and information in the campaign of 2016 may make this commitment even more important.
Data has been the "dark matter" of the scholarly ecosystem — data citation aims to make the role of data visible.
Although the term "big data" wasn't coined immediately, the new reality it signified very quickly changed the role of data and analytics in those firms.
News & Media
Expert writing Tips
Best practice
When discussing the impact of data in decision-making, clearly specify which data points are most influential. For example, "The "role of data" in predicting customer churn is most effective when analyzing historical purchase patterns and website activity."
Common error
Avoid generalizations about the "role of data" without providing specific examples or context. For example, instead of saying "The role of data is crucial", specify "The "role of data" analytics is crucial for identifying market trends and optimizing marketing campaigns."
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "role of data" functions as a noun phrase, typically serving as the subject or object of a sentence. It often introduces a discussion about the importance, impact, or function of data in a specific context, as confirmed by Ludwig AI.
Frequent in
News & Media
35%
Academia
33%
Science
32%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "role of data" is a grammatically correct and frequently used noun phrase that refers to the significance, function, or impact of data in various contexts. As Ludwig AI confirms, it is commonly employed in news, academic, and scientific domains to highlight the importance of data in decision-making, analysis, and innovation. While alternatives such as ""importance of data"" or ""impact of data"" exist, it's crucial to provide specific context when discussing the "role of data" to avoid generalizations. Being a very common term it is important to use it correctly.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
importance of data
Focuses on the significance or value that data holds.
significance of data
Highlights the importance and implications of data.
impact of data
Emphasizes the effect or influence that data has.
function of data
Describes the specific purpose or task that data serves.
value of data
Stresses the worth or benefit derived from data.
utility of data
Focuses on the practical usefulness of data.
relevance of data
Highlights the pertinence and applicability of data.
application of data
Emphasizes how data is used in practice.
influence of data
Focuses on the power and effect data exerts.
contribution of data
Highlights how data adds to a particular outcome or understanding.
FAQs
How can I use "role of data" in a sentence?
You can use "role of data" to discuss the function or importance of data in various contexts. For instance, "The "role of data" in healthcare is growing as technology advances."
What is another way to say "role of data"?
Alternatives include "importance of data", "significance of data", or "impact of data", depending on the specific meaning you want to convey.
What's the difference between "role of data" and "function of data"?
"Role of data" generally refers to the broader importance or part data plays, while "function of data" emphasizes the specific tasks or operations data performs. They are similar, but "function" is more specific.
In what contexts is the "role of data" most significant?
The "role of data" is particularly significant in fields like scientific research, business analytics, and public policy, where it informs decision-making and drives innovation.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested