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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
data matters
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data matters" is correct and usable in written English.
You can use it to emphasize the importance or significance of data in a particular context, such as research, decision-making, or business strategies. Example: "In today's digital age, data matters more than ever for driving informed decisions and strategies."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(6)
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
18 human-written examples
Data matters.
News & Media
Here are five reasons why open data matters for social justice and democratic accountability.
News & Media
Its role as the source of so many rivers means that absence of data matters.
News & Media
In November 2014, to reassure people that their personal information is safe with us, we produced a video entitled 'Why your data matters to us'.
News & Media
"With the global partnership we're pulling together countries to say data matters … We want to strengthen data standards and want to partner on that with several other countries".
News & Media
"We learned that the data matters much more than the math," said Daniel Doubrovkine, 35, who is in charge of engineering at Art.sy.sy
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
42 human-written examples
Do you think numerical data matter more than other factors like a school's overall reputation?
News & Media
UPDATE: In reponse to jomiku's thoughtful post, past stockmarket data matter inasmuch as there is evidence of reversion to the mean.
News & Media
The Bayesian procedures discussed in Section 4, on the other hand, uphold the likelihood principle: in determining the posterior distribution over hypotheses only the prior and the likelihood of the observed data matter.
Science
First, we have come to appreciate that samples and data matter.
Science
"Data only matters in context," says Fullenwider.
News & Media
Expert writing Tips
Best practice
Use "data matters" to underscore the importance of data-driven insights in decision-making processes or research findings. This phrase conveys that information derived from data is not merely a collection of facts, but a crucial element for achieving desired outcomes.
Common error
Avoid using "data matters" as a standalone statement without providing context or explaining why the data is significant. Always clarify the specific impact or relevance of the data being discussed to prevent ambiguity and enhance the message's effectiveness.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data matters" functions as a declarative statement, asserting the significance or importance of data in a given context. As evidenced by Ludwig AI, it's used across news, science, and business domains to highlight data's crucial role.
Frequent in
News & Media
35%
Science
30%
Formal & Business
20%
Less common in
Encyclopedias
5%
Wiki
5%
Reference
5%
Ludwig's WRAP-UP
In summary, the phrase "data matters" is a grammatically sound and frequently used expression to highlight the importance of data across various domains. As Ludwig AI's analysis shows, it is common in news, science, and business contexts. While versatile, the phrase is most effective when used with specific context to emphasize why the data is significant. Alternatives like "data is important" or "data is crucial" can offer similar emphasis, but "data matters" is a direct way to underscore the relevance of data in driving informed decisions.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
data is important
Replaces "matters" with the more general term "important".
data is significant
Substitutes "matters" with "significant", highlighting the consequence or importance of data.
data holds value
Replaces "matters" with "holds value", emphasizing the worth or usefulness of data.
data counts
Uses "counts" instead of "matters", suggesting data has an impact or influence.
data is crucial
Replaces "matters" with "crucial", indicating that data is essential or critical.
data is relevant
Substitutes "matters" with "relevant", focusing on the pertinence of data to a particular situation.
data is consequential
Replaces "matters" with "consequential", highlighting the potential impact of data.
data has importance
A more formal rephrasing using the noun form "importance".
data carries weight
Uses "carries weight" instead of "matters", suggesting data is influential or persuasive.
data is of consequence
A more formal alternative, emphasizing the importance of the data.
FAQs
How can I use "data matters" in a sentence?
You can use "data matters" to emphasize the importance of data in various contexts. For instance, "In business, "data matters" for making informed decisions" or "In scientific research, "data matters" for validating hypotheses".
What's a good alternative to "data matters"?
Alternatives include "data is important", "data is significant", or "data is crucial". The best choice depends on the specific nuance you want to convey.
Is it ever incorrect to say "data matters"?
While grammatically correct, using "data matters" without providing context can be ineffective. Always explain why the data is important in the given situation to ensure clarity.
How does the phrase "data matters" relate to data-driven decision-making?
"Data matters" underscores the core principle of data-driven decision-making, highlighting that informed choices should be based on relevant and reliable data rather than assumptions or intuition.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested