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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
based on data provided
Grammar usage guide and real-world examplesUSAGE SUMMARY
"based on data provided" is a perfectly correct and usable phrase in written English.
You can use it when referring to the data that you have previously presented or referred to. For example: "We can come to the conclusion that the average sales have increased over the past three months, based on data provided."
✓ Grammatically correct
News & Media
Science
Academia
Alternative expressions(13)
according to the data provided
using the data provided
based on data delivered
based on estimates provided
based on measurements provided
based on figures provided
based on data reported
according to data provided
based on numbers provided
based on data received
based on data collected
based on data derived
based on data available
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
The final action to be taken by the controller is then determined by a rule-based layer based on data provided by the previous layers [ 19].
Science
Based on data provided by CamberView Partners.
Academia
The performance statistics were calculated by Money & Business, based on data provided by Bloomberg Financial Markets.
News & Media
The restrictions were based on data provided by the National Marine Fisheries Service to prevent overfishing and rebuild fish stocks.
News & Media
Analysis of enforcement activity by the Commodity Futures Trading Commission was based on data provided by the commission.
News & Media
The agency's statistics are based on data provided by the American military under a mandate to report to Congress quarterly.
News & Media
The Deloitte study, which did indeed say this, was commissioned by Facebook, based on data provided by Facebook, and was about Facebook.
News & Media
The performance statistics were calculated by Money & Business, based on data provided by Factset Research Systems, a research firm in Greenwich, Conn., and Bloomberg Financial Markets.
News & Media
Student and alumni ratings make up 20% of the total ranking and 80% is based on data provided by schools.
News & Media
The disk loading parameter is chosen based on data provided in Stoll32, resulting in a δ value of 450 N m−2 for the VTOL.
Science & Research
Besides, we carried out a clustering analysis with Admixture v1.23, which calculates maximum likelihood estimates of individual ancestries based on data provided by multiple loci43,44.
Science & Research
Expert writing Tips
Best practice
When using "based on data provided", clearly identify the source of the data to enhance credibility and allow readers to verify the information.
Common error
Avoid using "based on data provided" without specifying the data source. Failure to do so can lead to ambiguity and weaken the argument being made.
Source & Trust
86%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on data provided" functions as a prepositional phrase that modifies a statement, indicating the evidentiary foundation for a claim or conclusion. As Ludwig AI suggests, it's a common phrase used to enhance credibility by explicitly linking information to its source.
Frequent in
News & Media
40%
Science
30%
Academia
20%
Less common in
Formal & Business
10%
Wiki
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "based on data provided" is a versatile prepositional phrase used to bolster the credibility of statements by explicitly linking them to their factual basis. As Ludwig AI confirms, it's grammatically correct and widely used. Its prevalence across news, scientific, and academic contexts highlights its suitability for conveying objective information. When using this phrase, remember to clearly identify the data source to enhance transparency and trustworthiness.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to the data provided
Replaces "based on" with "according to", indicating a direct source of information.
on the basis of data provided
Uses a more formal tone, emphasizing the justification provided by the data.
using the data provided
Focuses on the action of using the data, rather than the data being the foundation.
derived from data provided
Highlights the process of obtaining something from the data.
drawing from the data provided
Suggests an interpretive or analytical process in using the data.
grounded in data provided
Suggests a firm foundation and reliability due to the data.
informed by the data provided
Implies that the data has influenced a decision or understanding.
predicated on data provided
Indicates a necessary condition or foundation built upon the data.
as evidenced by the data provided
Emphasizes that the data serves as proof or support for a claim.
in light of the data provided
Emphasizes that the data sheds light on a particular situation.
FAQs
How can I use "based on data provided" in a sentence?
You can use "based on data provided" to show that a conclusion or analysis is derived from specific information. For example, "The company's growth strategy was "based on data provided" by market research firms".
What are some alternatives to "based on data provided"?
Alternatives include "according to the data provided", "using the data provided", or "informed by the data provided".
Is it necessary to specify the source when using "based on data provided"?
Yes, specifying the source is crucial for transparency and credibility. It allows the audience to assess the reliability of the information and verify the conclusions drawn. For example, "Based on data provided by the U.S. Census Bureau...".
What's the difference between "based on data provided" and "according to data provided"?
"Based on data provided" implies that the data served as a foundation for some conclusion or action, whereas "according to data provided" indicates that the information comes directly from a particular source, but does not necessarily mean it's the only factor.
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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
86%
Authority and reliability
4.6/5
Expert rating
Real-world application tested