insufficient data

USAGE SUMMARY

The phrase 'insufficient data' is correct and usable in written English.
You can use it when there is not enough information to accurately draw a conclusion. For example, "We were unable to reach a conclusion due to insufficient data."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

I retired on insufficient data.

The New York Times

It's clear that there are insufficient data".

The New York Times - Science

The G line was not ranked because of insufficient data.

The New York Times

How long K-9?" K-9: "Insufficient data".

The Guardian

(Four councils were excluded because of insufficient data).

The Guardian

Petchley found there was insufficient data to make any judgment.

The Guardian - Opinion

"You just don't know because there tends to be insufficient data to do anything".

The New York Times - Magazine

A few ZIP codes are not included because of insufficient data.

The New York Times

There was insufficient data in Rockland County for the Case Shiller survey to make accurate calculations.

The New York Times

Taken together it concludes there is insufficient data to demonstrate a current worldwide pollinator crisis.

The Guardian

However, Drezner and Harmon warn that there is currently insufficient data to prove this hypothesis.

The New Yorker

Expert writing Tips

Best practice

When using "insufficient data", clearly articulate the implications of this lack of data on your analysis or conclusions. Explain what further steps or data would be required to reach a more definitive result.

Common error

Avoid drawing definitive conclusions or making strong assertions when the available data is "insufficient". Acknowledge the limitations and suggest potential avenues for future investigation to gather more comprehensive data.

Linguistic Context

The phrase "insufficient data" typically functions as a noun phrase. It describes the state of having an inadequate amount of information for a particular purpose. As shown in Ludwig, this phrase commonly appears to explain limitations in research, analysis, or decision-making.

Expression frequency: Very common

Frequent in

Science

51%

News & Media

32%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "insufficient data" is a grammatically sound and frequently used term to indicate a lack of adequate information. As Ludwig AI confirms, it is appropriate for explaining limitations in analyses or studies across various professional domains. While alternatives such as "limited data" or "scarce data" exist, the core meaning remains consistent. When employing this phrase, it is crucial to clearly articulate its implications and avoid drawing unsupported conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

limited data

Emphasizes the restricted amount of data available, rather than the inadequacy for a specific purpose.

scarce data

Highlights the rarity and difficulty in obtaining the necessary data.

inadequate information

Focuses on the lack of sufficient information, rather than specifically data, broadening the scope.

incomplete data

Stresses the unfinished or partial nature of the data, implying missing elements.

lacking sufficient evidence

Shifts the focus to the absence of adequate proof or support based on the available data.

not enough data

A more informal way of expressing the lack of sufficient data, suitable for less formal contexts.

data deficiency

A more technical term emphasizing the deficit in data, often used in scientific or formal settings.

paucity of data

Highlights the smallness or limited quantity of data available, often used in academic writing.

meager data

Indicates that the data is not only insufficient but also poor in quality or substance.

thin data

Implies that the data lacks depth or substance, making analysis challenging.

FAQs

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

You can use "insufficient data" to explain why a conclusion can't be reached, as in "The study's findings were inconclusive due to "insufficient data"".

What are some alternatives to saying "insufficient data"?

Alternatives include "limited data", "scarce data", or "inadequate information", depending on the context.

Is it better to say "insufficient data" or "inadequate data"?

"Insufficient data" and "inadequate data" are often interchangeable. "Insufficient" emphasizes a quantity issue, while "inadequate" suggests the data doesn't meet the required quality or standard.

What does it mean when a study reports "insufficient data"?

It means there was not enough data collected or available to draw statistically significant or reliable conclusions. More research may be needed to address the research question adequately.