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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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underlying data available

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "underlying data available" is correct and usable in written English.
It can be used when discussing the accessibility or existence of foundational data that supports a particular analysis or conclusion. Example: "The report includes a summary of the findings, but the underlying data available for review is crucial for a deeper understanding."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

To be on the list, a topic had to be supported by a relatively large number of works in the literature and have underlying data available.

However, we recognized the utility of this tool across species and have built it in such a manner to allow inclusion of virtually any species with the same underlying data available.

— When scientists publish their research, they also make the underlying data available so the results can be verified by other scientists.

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The results are provided in the form of tables and interactive heatmaps with the underlying data easily available.

However, if more detailed, underlying data are available and can be shared then that should also be encouraged, provided the data conform to the same standards as proposed in this article as the main dataset.

Proper scrutiny will requires that the underlying data be made available.

News & Media

The Guardian

"The market for commercial services based on those databases actually increases once the core underlying data has been made widely available," he wrote in a letter to the chief executive of Thomson North American Legal last week, informing the company of his actions.

Availability: FuncBase as well as all underlying data and annotations are freely available via http://func.med.harvard.edu/ Contact: [email protected] Computational prediction e.g. of gene function, gene phenotype, protein interactions or genetic interactions offers a statistically sound form of triage for reducing experimental tasks that would be prohibitive otherwise.

On one hand, the underlying data going into the rankings were already available to socially-responsible investors... so the information release might have been greeted with a collective yawn from Wall Street.

News & Media

Huffington Post

The underlying data to begin the implementation process are available, but incentives are needed to pool the data from Medicare and other payors.

First of all, limitations in the model arise from the nature of the underlying data, which in several cases were not available with the required level of detail.

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Expert writing Tips

Best practice

When using "underlying data available", clearly specify where the data can be accessed or how to obtain it. This enhances transparency and allows others to verify your findings.

Common error

Avoid simply stating that "underlying data is available" without providing specific details on how to access or obtain it. Always include a link, repository name, or contact information for clarity.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

87%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "underlying data available" functions as an adjectival phrase modifying a noun, indicating that the fundamental data supporting a claim or analysis is accessible. Ludwig confirms its correct usage.

Expression frequency: Uncommon

Frequent in

Science

65%

News & Media

25%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "underlying data available" is a grammatically correct and usable phrase indicating that the foundational data used for analysis is accessible. Ludwig AI confirms this. It's commonly used in scientific and news contexts to promote transparency and trust by assuring the audience that evidence can be verified. When using this phrase, it's best practice to provide clear instructions on how to access the data. While frequency is uncommon, clarity and source specification are critical for effective communication.

FAQs

How can I use "underlying data available" in a sentence?

You can use "underlying data available" to indicate that the data supporting a study or conclusion is accessible for review. For example, "The report summarizes the findings, but the "underlying data available" is crucial for a deeper understanding".

What are some alternatives to "underlying data available"?

Is it necessary to mention "underlying data available" in research papers?

While not always mandatory, stating that "underlying data available" enhances transparency and credibility, allowing others to verify your results and build upon your research. Including a data availability statement is increasingly common in academic publishing.

What does it mean when a study mentions "underlying data available"?

It means that the raw or processed data used to reach the study's conclusions are accessible for examination. This allows other researchers to replicate the study, perform further analyses, or assess the validity of the findings. It promotes scientific rigor and transparency.

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Source & Trust

87%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: