the data is incomplete

USAGE SUMMARY

The phrase "the data is incomplete" is correct and usable in written English.
You can use it when discussing information that lacks necessary details or is not fully provided. Example: "Before we can proceed with the analysis, we need to address the issue that the data is incomplete."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Campaigners said the true figure is likely to be higher as the data is incomplete.

The Guardian

"All too often," the Institute of Medicinereports, the data is "incomplete or unavailable".

The New York Times

If the data is incomplete or biased, AI can exacerbate problems of bias.

TechCrunch

This approach may fail if the data is incomplete, perturbed or noisy.

Mechanics of Advanced Materials and Modern Processes

However, we find that in the online student network, where the data is incomplete and hierarchical structures are not well defined, local search strategies are less effective.

Social Networks

Although the data is incomplete, since it's based on voluntary reports from police agencies around the country, it highlights the vast disparities in how police use force.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

The data are incomplete.

The Guardian - Opinion

Even for that, the data were incomplete.

The Economist

The data are incomplete, but the department reports that 10,360 to 12,930 of those couples had at least one child under 18.

The New York Times

The European Commission said it would not comment on the figures before the end of May because the data was incomplete and would need to be carefully analyzed.

The New York Times

But the data were incomplete, used questionable methodology and omitted to mention the most important test of all – how G8 countries were doing against the pledge made at Gleneagles four years ago to double aid by $50bn.

The Guardian

Expert writing Tips

Best practice

When reporting research findings, clearly state if "the data is incomplete" and explain potential biases or limitations this might introduce.

Common error

Avoid making definitive conclusions based on "the data is incomplete". Acknowledge the limitations and suggest avenues for further investigation.

Linguistic Context

The phrase "the data is incomplete" serves as a statement indicating that the available information is not fully comprehensive. As Ludwig AI confirms, it's a correct and usable expression in English, commonly used to acknowledge limitations in datasets.

Expression frequency: Uncommon

Frequent in

Science

43%

News & Media

43%

Formal & Business

14%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "the data is incomplete" is a grammatically sound and frequently used expression to denote that available information lacks necessary details. As Ludwig AI confirms, it's suitable for a variety of contexts, especially in scientific, news, and formal business settings. While alternatives like "the data is deficient" or "the data is insufficient" exist, "the data is incomplete" clearly conveys the message of missing information. Remember to acknowledge the limitations when using this phrase and avoid drawing firm conclusions without further investigation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data is deficient

Replaces "incomplete" with "deficient", highlighting the lack of something essential or necessary.

the data is lacking

Uses "lacking" to indicate the absence of required information, emphasizing a deficiency.

the data is insufficient

Substitutes "incomplete" with "insufficient", stressing that the data does not meet the necessary requirements or quantity.

the data is partial

Replaces "incomplete" with "partial", suggesting that only a portion of the data is available.

the data has gaps

Highlights the presence of missing pieces or intervals within the dataset.

the dataset is fragmented

Emphasizes the broken or disconnected nature of the information.

the data is not comprehensive

Indicates that the data does not cover all aspects or elements.

the information is spotty

Suggests that the available data is inconsistent or uneven in its coverage.

the records are sketchy

Uses "sketchy" to imply that the data is vague, incomplete, or unreliable.

the data is sketchy

The adjective "sketchy" refers to the poor quality of the data.

FAQs

What does it mean when we say "the data is incomplete"?

Saying "the data is incomplete" means that some necessary information is missing from the dataset being considered. This can affect the accuracy and reliability of any analysis or conclusions drawn from the data.

What are some alternatives to saying "the data is incomplete"?

You can use alternatives like "the data is deficient", "the data is lacking", or "the data is insufficient" depending on the specific context.

How does incomplete data affect research outcomes?

Incomplete data can lead to biased results, inaccurate conclusions, and flawed decision-making in research. It is essential to acknowledge and address the limitations of incomplete data in any analysis.

What steps can be taken when "the data is incomplete"?

When "the data is incomplete", you can try to gather the missing information, use statistical methods to handle missing data, or acknowledge the limitations in your analysis and conclusions. Transparency about data limitations is crucial for ethical research.