underlying data

USAGE SUMMARY

"underlying data" is correct and commonly used in written English.
It refers to the basic or fundamental information that serves as the foundation for something. Example: The researchers analyzed the underlying data to uncover patterns and trends.

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

It required only three clicks to expose the underlying data.

The Guardian

This information, it stated has "provided important underlying data to help understand the sources of smog".

The Guardian

Trends in employer-based insurance: The underlying data come from the Census.

The New York Times

When an executive clicks on that number, she will see another screen with underlying data.

The New York Times

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

The Guardian

But then there's the hard part: the underlying data.

The New York Times - Tech

The Miami Herald issued its findings and the underlying data last night.

The New York Times

But the poor quality of underlying data recording and sharing arrangements will lead to uncertainty and contention about the findings.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

3 human-written examples

Phones turned off may reinstate obscure underlying data-roaming features when switched back on.

Los Angeles Times

The underlying data-driven modeling has also been extended.

Bioinformatics

These filters are useful because the underlying data e.g.g

Stanford University

Expert writing Tips

Best practice

When discussing "underlying data", specify its source and any limitations to ensure transparency and credibility in your analysis.

Common error

Avoid assuming that "underlying data" is readily available or easily interpretable by all audiences. Provide context and necessary explanations to ensure clarity.

Linguistic Context

The phrase "underlying data" primarily functions as a noun phrase, often serving as the object of a verb or preposition. It identifies the foundational information that supports a claim, analysis, or system. As Ludwig AI confirms, this phrase is commonly used and grammatically sound.

Expression frequency: Very common

Frequent in

News & Media

40%

Science

30%

Formal & Business

15%

Less common in

Academia

5%

Wiki

5%

Reference

5%

Ludwig's WRAP-UP

In summary, "underlying data" is a grammatically correct and frequently used noun phrase that refers to the fundamental information supporting an analysis or system. Ludwig AI validates its usage, confirming its presence across diverse fields such as news, science, and business. To ensure clarity, always specify the source and limitations of the "underlying data". Remember, while alternatives like "source data" or "base data" exist, "underlying data" clearly communicates the foundational role of the information. When writing, be mindful not to assume that all audiences are familiar with the specific "underlying data" and offer adequate context to facilitate understanding.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

source data

Focuses on the origin of the data rather than its function as a base.

base data

Highlights the foundational aspect, suggesting the data forms the base upon which something is built.

raw data

Emphasizes the unprocessed nature of the data before analysis or interpretation.

foundational data

Stresses the role of the data as a foundation for further analysis or conclusions.

primary data

Indicates the data was originally collected for a specific purpose.

constituent data

Implies that the data forms an essential component of a larger whole.

supporting data

Highlights the role of the data in providing evidence or justification.

input data

Focuses on the role of the data as an input into a process or system.

empirical data

Emphasizes that the data is based on observation or experience rather than theory.

ground truth data

Emphasizes that the data is considered accurate and factual and is used for training machine learning models.

FAQs

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

You can use "underlying data" to describe the foundational information used for analysis, such as: "The report analyzes the "underlying data" to identify key trends."

What's a good alternative to "underlying data"?

Depending on the context, you can use alternatives like "source data", "base data", or "raw data".

Why is it important to examine the "underlying data"?

Examining the "underlying data" is crucial for verifying the accuracy of conclusions and identifying potential biases or limitations in the analysis.

What does "underlying data" refer to in research?

In research, "underlying data" refers to the original data collected or used in a study, which supports the findings and conclusions presented. This data should ideally be accessible for verification and further analysis.