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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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based on data provided

Grammar usage guide and real-world examples

USAGE 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

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].

Based on data provided by CamberView Partners.

The performance statistics were calculated by Money & Business, based on data provided by Bloomberg Financial Markets.

News & Media

The New York Times

The restrictions were based on data provided by the National Marine Fisheries Service to prevent overfishing and rebuild fish stocks.

News & Media

The New York Times

Analysis of enforcement activity by the Commodity Futures Trading Commission was based on data provided by the commission.

News & Media

The New York Times

The agency's statistics are based on data provided by the American military under a mandate to report to Congress quarterly.

News & Media

The New York Times

The Deloitte study, which did indeed say this, was commissioned by Facebook, based on data provided by Facebook, and was about Facebook.

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

The New York Times

Student and alumni ratings make up 20% of the total ranking and 80% is based on data provided by schools.

News & Media

The Economist

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

Nature

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

Nature
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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.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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.

Expression frequency: Very common

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.

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"?

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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Source & Trust

86%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: