data is limited

USAGE SUMMARY

The phrase 'data is limited' is a correct and usable phrase in written English.
You can use this phrase whenever you want to communicate that there is not much information available on a particular topic. For example: "We tried to research the topic, but unfortunately, the data is limited."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

For such conditions, the maximum reaction rate which can be determined from IS data is limited.

Electrochimica Acta

"The data is limited," he says.

The Guardian

But the precision of the data is limited.

The Guardian - Tech

However, in most cases, the labeled data is limited.

Knowledge-Based Systems

In addition, long-term follow-up data is limited.

Seminars in Vascular Surgery

However, the comparison is difficult to quantify since available data is limited for both taxis and Uber.

The Guardian

As for lingering concerns about the impact of desalination on marine life, the data is limited and vague.

The New Yorker

However, police-reported data is limited in a number of ways.

University of California, Berkeley

The report cautions, however, that the Veterans Affairs data is limited and cannot be generalized.

The New York Times

The country lacks a strong regulatory framework, market data is limited, and financials can be unreliable.

The New York Times

For certain search terms, boyd explains, "the available relevant data is limited, non-existent, or deeply problematic".

The Guardian - Tech

Expert writing Tips

Best practice

When stating that "data is limited", be specific about what kind of data is lacking and how this limitation affects your analysis or conclusion. Providing context enhances clarity.

Common error

Avoid simply stating "data is limited" without specifying the scope or nature of the limitation. Instead, clarify which specific data points or aspects are lacking to provide a more precise and informative assessment.

Linguistic Context

The phrase "data is limited" functions as a statement expressing a constraint or deficiency in the availability of information. As Ludwig AI confirms, it's a correct and usable phrase for indicating insufficient data.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

30%

Academia

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "data is limited" is a grammatically sound and frequently used expression to convey the scarcity or insufficiency of available information. Ludwig AI confirms its correctness, and examples from various sources, including scientific journals, news articles, and academic papers, demonstrate its broad applicability. While primarily found in formal and scientific contexts, it is versatile enough for neutral communication. When using this phrase, specify the nature and impact of the data limitation to provide a clear and informative assessment. Common alternatives include "information is scarce" and "evidence is insufficient", each offering slightly different nuances. By understanding its function and usage patterns, you can effectively communicate the constraints imposed by a lack of data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data availability is restricted

Directly addresses the constrained access to data.

information is scarce

Emphasizes the rarity or lack of available information.

knowledge is incomplete

Highlights that the available knowledge on a topic is not fully formed or comprehensive.

details are lacking

Emphasizes the absence of specific or granular information.

evidence is insufficient

Focuses on the lack of adequate proof or support for a claim or conclusion.

insights are few

Suggests a scarcity of meaningful observations or revelations.

research is preliminary

Indicates that the findings are based on early-stage investigations and may not be conclusive.

understanding is partial

Suggests that the current grasp of a subject is not complete or thorough.

scope is narrow

Highlights limitations in the breadth or extent of an investigation or analysis.

resources are restricted

Highlights a constraint on the resources available for analysis.

FAQs

How can I use "data is limited" in a sentence?

You can use "data is limited" to indicate that there isn't much information available on a particular topic. For example, "Due to the novelty of the subject, "data is limited" on the long-term effects."

What are some alternative ways to say "data is limited"?

You can use alternatives like "information is scarce", "evidence is insufficient", or "details are lacking" depending on the specific context.

Is it better to say "data is limited" or "the data are limited"?

While "data" can be considered plural, it's commonly used as a singular noun, especially in less formal contexts. Therefore, "data is limited" is generally acceptable. However, in highly formal or technical writing, "the data are limited" might be preferred.

What does it mean when sources say "data is limited"?

When a source states that "data is limited", it means that the available information is insufficient to draw firm conclusions or make precise predictions. This could be due to a lack of research, incomplete records, or other factors that restrict the scope of analysis.