Limited data

USAGE SUMMARY

The phrase "Limited data" is correct and usable in written English.
It can be used when referring to a situation where there is not enough information or evidence available to make a conclusion or decision. Example: "Due to limited data on the subject, we cannot draw any definitive conclusions at this time."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Limited data currently support these recommendations.

Gastrointestinal Endoscopy

Limited data on microsphere distribution in patients are available.

EJNMMI Research

Limited data on healthcare services and health outcomes.

Health Economics Review

Limited data exist regarding ESKD patient perspectives on medication management.

Research in Social and Administrative Pharmacy

Limited data exists in literature on roll waves.

Flow Measurement and Instrumentation

Limited data were available on circumstances around injections.

Plosone

Limited data address this topic.

Diabetes Care

The limited data led to limited interpretations.

BioMed Research International

There is also limited data from oceans below 700m.

The Guardian

There are limited data about the frequency of misdiagnoses.

The New Yorker

Concerns about homegrown terrorism may sound like wild extrapolation from limited data.

The New York Times

Expert writing Tips

Best practice

When using "Limited data", clearly articulate the specific implications or limitations that arise from the lack of sufficient information. For example, state how it affects decision-making, conclusions, or further research.

Common error

Avoid drawing definitive conclusions or making strong claims when acknowledging "Limited data". Instead, frame statements as preliminary, tentative, or requiring further investigation.

Linguistic Context

The phrase "Limited data" functions as a noun phrase acting as a subject or object in a sentence. It indicates a lack of sufficient information. Ludwig examples confirm its use in various contexts to express constraints due to data scarcity.

Expression frequency: Very common

Frequent in

Science

55%

News & Media

30%

Formal & Business

10%

Less common in

Wiki

3%

Encyclopedias

1%

Reference

1%

Ludwig's WRAP-UP

The phrase "Limited data" is a common expression used to indicate a scarcity of information, particularly within scientific, news, and formal contexts. As confirmed by Ludwig, it is grammatically correct and serves to acknowledge constraints in analysis or research. When using "Limited data", it's crucial to avoid overstating conclusions and instead, frame findings as preliminary or requiring further investigation. Alternatives like "insufficient data" or "scarce information" may be used depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Insufficient data

Replaces "limited" with "insufficient", emphasizing the inadequacy of the data.

Scarce data

Substitutes "limited" with "scarce", highlighting the rarity of the data.

Inadequate data

Replaces "limited" with "inadequate", suggesting the data is not good enough for a particular purpose.

Limited information

Replaces "data" with "information", offering a broader term for what is lacking.

Restricted data

Emphasizes that data is not freely available or accessible.

Scant information

Combines scarcity with the broader term "information".

Meager data

Highlights the sparseness or small amount of data available.

Sparse data

Focuses on the scattered and incomplete nature of the data.

A dearth of data

Uses "dearth" to denote a severe lack or scarcity of data.

Insufficient evidence

Shifts the focus to the evidentiary value of the limited data.

FAQs

How to use "Limited data" in a sentence?

Use "Limited data" to indicate a scarcity of information affecting analysis or conclusions. For instance: "Due to "limited data", the study's findings are considered preliminary".

What can I say instead of "Limited data"?

You can use alternatives like "insufficient data", "scarce information", or "inadequate evidence" depending on the context.

Is it better to say "Limited data" or "Insufficient data"?

Both "Limited data" and "insufficient data" are acceptable. "Insufficient data" might imply that the available data does not meet a specific requirement or standard, whereas "Limited data" simply indicates a smaller quantity of data.

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

When a study reports "Limited data", it signifies that the quantity or quality of available information is restricted, potentially affecting the reliability or generalizability of the study's conclusions. Further research might be needed to validate findings.