data is missing

USAGE SUMMARY

"data is missing" is a correct and usable phrase in written English.
It is typically used when referring to a piece of information or data that is not available or cannot be found. Example: The survey results cannot be accurately analyzed as some of the participants did not complete all the questions, resulting in missing data.

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Data is missing for one participant in the misoprostol arm Follow-up data were obtained for 700 (93 · 2 %) of the women recruited (Fig.  2).

BMC Pregnancy and Childbirth

"If the algorithm realises some data is missing it will stop and ask for it.

The Guardian - Tech

You know where the hotspots are and where the data is missing.

The Guardian

Its data comes from cities that have different ways of collecting it, and certain city-level data is missing or has to be extrapolated.

The Guardian

According to the Hunger Report, 92% of gender specific economic data and 76.9% of gender health data is missing from sub-Saharan Africa.

The Guardian

Two of Harvard's eight charges of scientific misconduct involve published papers for which some of the original raw data is missing.

The New York Times - Science

Data is missing for one patient.

The Journal of Headache and Pain

– Help data is missing for some options related to access points.

TechCrunch

Data is missing for some countries - even a country as large as Nigeria, for example.

BBC

In literature, this is stated as a result of treatment, but often data is missing.

Intensive Care Medicine Experimental

Meteonorm has become a valuable tool for estimating solar radiation where measured solar radiation data is missing or irregular.

Renewable Energy

Expert writing Tips

Best practice

When reporting that "data is missing", clearly specify which data is absent and the potential impact on your analysis or conclusions.

Common error

Avoid simply stating that "data is missing" without providing context. Explain the possible reasons for the missing data and how it might affect the validity of your results or findings.

Linguistic Context

The phrase "data is missing" functions as a statement indicating the absence of certain information within a dataset or context. Ludwig confirms its correctness. It often serves as a preliminary observation before further analysis or explanation.

Expression frequency: Very common

Frequent in

Science

65%

News & Media

30%

Formal & Business

5%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "data is missing" is a grammatically sound and widely used expression for indicating the absence of information. Ludwig AI confirms its common usage across various domains, particularly in science and news media. When using this phrase, it is best practice to specify the missing data and explain the potential impact on any analysis. Alternatives such as "data is unavailable" or "information is lacking" can be used depending on the specific context. It is important to avoid simply stating that "data is missing" without providing any explanation or context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data is unavailable

Synonymous, but focuses on the unavailability of data rather than absence.

some data are missing

Indicates that only a portion of the data is missing.

data is absent

Directly states the absence of data, more concise.

information is unavailable

Focuses on the unavailability of the information rather than the absence of data.

there is no data

Emphasizes the complete absence of any data.

information is lacking

Highlights the deficiency of information, a slightly more formal tone.

certain data are absent

Specifically points out that particular data points are not present.

the data set is incomplete

Emphasizes the incompleteness of the entire dataset, useful in statistical contexts.

relevant data is not available

Specifies that the unavailable data is relevant to the situation.

pertinent information is lacking

A more formal way to express the lack of relevant information.

FAQs

How to use "data is missing" in a sentence?

You can use "data is missing" to indicate a lack of information, as in "Because the patient refused to answer some questions, some "data is missing" from the survey results."

What can I say instead of "data is missing"?

You can use alternatives like "data is unavailable", "information is lacking", or "data is absent" depending on the context.

Which is correct, "data is missing" or "data are missing"?

While "data" can be treated as either singular or plural, in modern usage, it's often considered singular. Therefore, "data is missing" is generally preferred. Using "data are missing" is not incorrect, but less common.

What's the difference between "data is missing" and "data is incomplete"?

"Data is missing" indicates specific pieces of information are absent, while "data is incomplete" suggests the overall dataset is not fully compiled or finished. "Data is missing" focuses on the absence of specific entries; "data is incomplete" implies a broader lack of comprehensiveness.