unavailable data

USAGE SUMMARY

The phrase "unavailable data" is correct and usable in written English.
It can be used when referring to information or statistics that cannot be accessed or retrieved. Example: "Due to technical issues, we are currently unable to provide the unavailable data needed for the report."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Using previously unavailable data from individual landfills, the study found that in 2012, about 262 million metric tonnes of waste were deposited in landfills across the country, more than double the 122 million tonnes estimated by the EPA.

The Guardian

Now, however, some new studies that use huge, previously unavailable data sets are suggesting that, in some instances, hands can ignite, and the success of one play can indeed affect the outcome of the next.

The New York Times

These systems are based on three pillars: data fragmentation and dissemination among the peers, redundancy mechanisms to cope with peers churn and repair mechanisms to recover lost or temporarily unavailable data.

Computer Networks

Considerable amount of previously unavailable data have been added to the Bulletin.

Geoscience Letters

Today, our company uses artificial intelligence (AI) as a tool to access and optimize previously unavailable data about all aspects of content.

Forbes

The major problem with the EMS agencies in the cities of developing countries like Bangkok and Kuala Lumpur is inadequate or unavailable data pertaining to EMS performance.

International Journal of Emergency Medicine

Data imputation and interpolation techniques, such as Nearest Neighbors Imputation and Kriging, are two very efficient schemes for estimating unavailable data [9].

EURASIP Journal on Advances in Signal Processing

A limitation of this study appears in unavailable data on the individual level of income in mortality database, so summary measures for income indicators in each region will be applied.

Health Economics Review

Honor the lab results and make the most of them; Perform necessary modifications according to the actual field applications and experiences; For some unavailable data, take the data from previous study for references.

Journal of Petroleum Exploration and Production Technology

It should be also noted that three out of five cancer tissue specimens that did not express Ct-OATP1B3 mRNA were moderately differentiated cancer (the degree of differentiation in the rest two specimens was unavailable) (data not shown).

Clinical and Translational Medicine

But due to unavailable data the report did not analyze the largest elements of the stimulus, such as its tax cuts and increases in Medicaid and unemployment spending.

Huffington Post

Expert writing Tips

Best practice

When reporting the reasons for data being unavailable, strive to be as transparent as possible about the factors that led to this situation.

Common error

Don't simply state that "unavailable data" is a limitation. Instead, detail the specific types of data that were unavailable and the potential consequences for your analysis. For instance, explain that the absence of specific demographic information could skew results, rather than just saying data was missing.

Linguistic Context

The phrase "unavailable data" functions primarily as a noun phrase. It typically acts as a subject or object in a sentence, denoting the absence or inaccessibility of information. As shown by Ludwig, it is frequently used to describe limitations in research or reporting.

Expression frequency: Very common

Frequent in

Science

73%

News & Media

16%

Formal & Business

3%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "unavailable data" is a common and grammatically correct phrase used to describe the absence or inaccessibility of information. As Ludwig AI confirms, its primary function is to denote limitations, especially in scientific and formal contexts. While alternatives like "missing data" or "inaccessible data" may be suitable depending on the specific context, "unavailable data" remains a widely understood and accepted term. When using "unavailable data", it's best to be specific about the type of data missing and its potential impact to avoid overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

missing data

Refers to data points that are absent from a dataset, often due to errors or omissions. This alternative is more specific to data collection contexts.

inaccessible data

Highlights the inability to access the data, possibly due to security, technical, or permission restrictions. This alternative emphasizes the barrier to access.

unattainable data

Suggests that the data cannot be obtained through any means, perhaps because it doesn't exist or is impossible to collect. This alternative conveys a sense of impossibility.

unobtainable data

Similar to "unattainable data", this implies that the data cannot be acquired or procured, emphasizing the difficulty in acquiring it.

deficient data

Indicates that the data is lacking or incomplete, suggesting a deficiency in the available information. This alternative highlights the inadequacy of the data.

lacking data

A straightforward way to express the absence of data, suggesting that data is simply not present or available.

absent data

Directly states that the data is not present, emphasizing its absence from the dataset or information pool.

unavailable information

A broader term that encompasses any kind of information that cannot be accessed, regardless of whether it's structured data. This alternative is less specific than "unavailable data".

inadequate data

Suggests that the available data is insufficient for the intended purpose, highlighting its unsuitability or incompleteness.

unretrievable data

Implies that the data exists but cannot be recovered or accessed, perhaps due to corruption or loss. This alternative emphasizes the inability to retrieve the data.

FAQs

How can I effectively use "unavailable data" in a sentence?

Use "unavailable data" to describe situations where information is missing or inaccessible. For example, "The study's conclusions were limited due to "unavailable data" on long-term effects."

What are some alternatives to saying "unavailable data"?

You can use alternatives like "missing data", "inaccessible data", or "unattainable data" depending on the specific context.

When is it appropriate to use the term "unavailable data"?

Use "unavailable data" when referring to information that could not be obtained or accessed for various reasons, such as privacy restrictions, technical issues, or data loss. It is useful in research, reports, and discussions where data limitations need to be acknowledged.

What is the difference between "unavailable data" and "unreliable data"?

"Unavailable data" means the data is not accessible or present. "Unreliable data" refers to data that exists but is not trustworthy or accurate. The former is about absence, while the latter is about quality.