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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-rich
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data-rich" is correct and usable in written English.
It is typically used to describe something that contains a large amount of data or information, often in a context related to analysis or research. Example: "The report was data-rich, providing insights that were invaluable for our decision-making process."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(5)
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
In such data-rich areas as financial transactions, determining someone's creditworthiness is a viable exercise.
News & Media
"The loss of data-rich material, in my view, compounds the crime," he told me.
News & Media
With video and other data-rich streaming, it becomes more complicated.
News & Media
Big data changes the game, tilting the balance dramatically in favor of data-rich sellers.
News & Media
But within its data-rich limits, Hammond and his team are finding many of the same patterns of story.
News & Media
Republicans did not just defy almost every projection, prediction and data-rich computer model to win the presidency.
News & Media
But they are ideal for data-rich applications such as wireless broadband.Or almost ideal.
News & Media
FiveThirtyEight is devoted to the rational analysis of politics, and sometimes other data-rich subjects.
News & Media
For starters (the argument goes), the paper offers, in this age of instant, data-rich communication, a horribly slow and expensive way to share data and ideas.
News & Media
U.A.V.'s are heavy satellite users, sending their data-rich signals through high-bandwidth satellite relays to ground stations and other aircraft.
News & Media
Even in such a data-rich environment, however, the rise of strong encryption is having an impact and creating some hidden areas.
News & Media
Expert writing Tips
Best practice
When describing a dataset or resource, use "data-rich" to emphasize the volume and potential insights it offers. For example: "This survey provides a "data-rich" view of consumer preferences."
Common error
Avoid using "data-rich" when simply referring to the presence of some data. The phrase is most effective when highlighting a substantial quantity of data that allows for detailed analysis.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The primary grammatical function of "data-rich" is as a compound adjective. It modifies nouns to describe something containing a large amount of data, as evidenced by examples in Ludwig. The phrase is used to highlight the abundance of data in a particular context.
Frequent in
News & Media
40%
Science
40%
Formal & Business
10%
Less common in
Academia
5%
Encyclopedias
3%
Wiki
2%
Ludwig's WRAP-UP
The phrase "data-rich" is a commonly used and grammatically correct compound adjective that describes something abundant in data. Ludwig AI confirms its acceptance and usability across various contexts. Its primary function is to emphasize the availability of extensive data for analysis and decision-making. While it appears most frequently in news and media and scientific contexts, it's also suitable for formal and professional communication. Alternatives like "information-rich" or "data-abundant" can be used for variety, but "data-rich" remains a clear and effective choice.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
rich in data
Rephrases the original, placing emphasis on the richness.
information-rich
Focuses on the abundance of information rather than just data.
data-abundant
Emphasizes the plentiful nature of the data.
full of data
A more straightforward way of saying there is a lot of data.
information-laden
Suggests a heavy or significant amount of information.
data-heavy
Implies a large volume of data, potentially burdensome.
data-intensive
Highlights the need for significant data processing.
data-saturated
Suggests data is present to the highest possible degree.
comprehensive data
Highlights the thoroughness and completeness of the data.
extensive data
Denotes a large quantity of data.
FAQs
How can I use "data-rich" in a sentence?
Use "data-rich" to describe something abundant in data, like "a "data-rich" report" or "a "data-rich" environment".
What's the difference between "data-rich" and "information-rich"?
"Data-rich" specifically refers to the abundance of raw data, while "information-rich" implies the presence of processed, meaningful information. They are often interchangeable, but "data-rich" emphasizes the raw source.
Which is correct, "data-rich" or "rich in data"?
Both "data-rich" and "rich in data" are correct. "Data-rich" is a compound adjective and is more concise, while "rich in data" is a prepositional phrase that achieves the same meaning.
What are some alternatives to "data-rich"?
Depending on the context, you can use alternatives like "data-abundant", "information-laden", or "data-heavy".
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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