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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
relying on data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "relying on data" is correct and usable in written English.
You can use it when discussing the importance of data in decision-making, analysis, or research contexts. Example: "In our analysis, we are relying on data collected from various sources to ensure accuracy and reliability."
✓ Grammatically correct
Academia
Formal & Business
News & Media
Science
Alternative expressions(3)
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
57 human-written examples
Instead of relying on data from one seismic station, Ellsworth and Bulut analyzed seismograms recorded at nine additional stations during the 1999 earthquake.
Academia
Recommendation engine StyleSeek is relying on data to drive business decisions — every single one of them.
Relying on data alone can be misleading.
News & Media
This is an inaccurate reference to research relying on data nearly a decade old.
News & Media
"I am a firm believer in relying on data to drive clinical practice," he said.
News & Media
The investigators faulted the Lincoln report for relying on data processed by TRW, instead of seeking the contractor's raw data.
News & Media
But Michael McKee, a longtime tenants' advocate, said the board was relying on data that overestimated landlord expenses.
News & Media
But relying on data collected by neophytes for research that may be submitted for peer review can be risky.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
3 human-written examples
Many executives are still hesitant and apprehensive about relying on data-driven decisions, choosing instead to depend solely on nonquantitative factors.
News & Media
Now, if your competitors are relying on data-driven decision making and you aren't, they will surpass you and steal your market share.
News & Media
Every day, we unconsciously choose to live inside our cognition alone, over-relying on data and numbers while unintentionally shrinking our capacities.
News & Media
Expert writing Tips
Best practice
Clearly specify the type of data being relied upon to provide context and prevent ambiguity. For instance, mention "relying on statistical data" or "relying on qualitative data".
Common error
Avoid blindly "relying on data" without considering its limitations, potential biases, or relevance to the specific context. Always apply critical thinking and domain expertise to interpret data effectively.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "relying on data" functions as a gerund phrase acting as an adjective modifying a noun. As shown by Ludwig, it often indicates the basis or source of information used in decision-making, analysis, or research. Ludwig AI confirms that the phrase is correct and usable in written English.
Frequent in
News & Media
36%
Science
29%
Academia
14%
Less common in
Formal & Business
12%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "relying on data" is a grammatically sound and highly prevalent expression used to emphasize the significance of empirical evidence in various fields. As affirmed by Ludwig, its frequent appearance in news, science, and academic sources underscores its formality and widespread applicability. The phrase signifies that decisions, analyses, or claims are firmly grounded in objective information. While numerous synonyms exist, such as "depending on data" and "based on data", it's vital to ensure that the data used is credible and critically analyzed to prevent over-reliance without contextual understanding.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
depending on data
A direct synonym emphasizing dependence.
based on data
Focuses on the foundation provided by data.
using data as a basis
Highlights the role of data as a foundation.
drawing conclusions from data
Emphasizes the process of inferring information.
leveraging data
Suggests using data strategically for an advantage.
data-driven approach
Highlights data as the driving force.
data-supported decision-making
Focuses on the use of data in making choices.
informed by data
Highlights data as a source of insight.
data-informed
Emphasizes the influence of data on the process.
employing data
Emphasizes the use of data.
FAQs
How can I use "relying on data" in a sentence?
You can use "relying on data" to indicate that a decision, analysis, or conclusion is based on empirical evidence. For example, "The company is "relying on data" to improve its marketing strategies".
What are some alternatives to "relying on data"?
Alternatives to "relying on data" include "depending on data", "based on data", or "informed by data". The best choice depends on the specific nuance you want to convey.
What is the difference between "relying on data" and "depending on data"?
"Relying on data" and "depending on data" are largely synonymous. Both suggest a strong dependence on data, but "relying on" may imply a more active choice to use data as a primary source of information.
Is it better to say "data-driven" or "relying on data"?
Both "data-driven" and "relying on data" are valid, but they have slightly different usages. "Data-driven" often describes a process or approach, while "relying on data" describes the act of using data for a specific purpose. For instance, you might say "a data-driven strategy" or "relying on data for analysis".
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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