data limited to

USAGE SUMMARY

The phrase "data limited to" is correct and usable in written English.
It can be used when specifying the constraints or boundaries of the data being discussed or analyzed. Example: "The results of the study are based on data limited to participants aged 18 to 25."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

41 human-written examples

The limitations of the survey design are 1) data limited to the state of Georgia, 2) non-institutional individuals aged 18-59, and, 3) the study was conducted in English, which prevents us from to examining non-English speaking population.

Cost Effectiveness and Resource Allocation

The present study has several limitations, including the retrospective nature of the data collection and data limited to 2 centers.

BioMed Research International

Nor is digitally accessible biomedical data limited to scientific studies.

Stanford University

They require only data limited to experimental inputs and outputs but the choice of an adapted architecture is critical.

Engineering Applications of Artificial Intelligence

The data, limited to detailed population counts and breakdowns by race and ethnicity, are to be used to redraw the boundaries of the state's legislative districts for future elections.

The New York Times

We investigate numerically the inverse problem of locating small circular obstacles in a homogeneous medium from multi-frequency back-scattered data limited to four angles of incidence.

Journal of Computational Physics

Human-verified similar examples from authoritative sources

Similar Expressions

19 human-written examples

Hardly any incidence data are available and most survival data are limited to specialist clinics.

BMC Public Health

Secondly, data were limited to what was available from electronic data sources.

Antimicrobial Resistance and Infection Control

In addition, CGA data is limited to only one walking speed as per the published data.

Gait & Posture

Previous DEA data was limited to 190 °C.

Polymer

Proponents acknowledge that the data is limited to a handful of campuses.

The New York Times

Expert writing Tips

Best practice

When using "data limited to", clearly specify the limitation to avoid ambiguity. For example, "data limited to the last five years" provides a precise timeframe.

Common error

Avoid vague statements like "data limited to certain factors" without specifying which factors. Be explicit to maintain clarity and credibility.

Linguistic Context

The phrase "data limited to" functions as a prepositional phrase, specifically as a post-modifier, to specify the scope or restrictions applied to the data being discussed. Ludwig AI confirms its validity for expressing such constraints.

Expression frequency: Very common

Frequent in

Science

82%

News & Media

9%

Academia

9%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "data limited to" is a grammatically correct and commonly used prepositional phrase used to specify the scope or restrictions of a dataset. Ludwig AI confirms its use and correctness. It is most frequently found in scientific and academic contexts, highlighting its role in precise communication. When using this phrase, ensure that the limitations are clearly defined to maintain clarity and credibility in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data restricted to

Emphasizes a stricter constraint or boundary on the data.

data confined to

Suggests data is enclosed or bounded within specific parameters.

data specific to

Highlights that the data applies exclusively to a particular area or subject.

data pertaining to

Formally indicates data that is relevant or connected to a particular subject.

data relevant to

Focuses on the pertinence of the data to a given context or topic.

data applicable to

Indicates data that is appropriate or suitable for a particular use or situation.

data focused on

Highlights a particular area of emphasis or concentration within the data.

data bounded by

Stresses the limits or boundaries that define the scope of the data.

data characterized by

Indicates specific features or attributes that define the data.

data exclusive to

Shows that the data belongs solely to a particular subject or group.

FAQs

How to use "data limited to" in a sentence?

You can use "data limited to" to specify the scope or restrictions of a dataset, such as "The study uses "data limited to" participants aged 18-25" or "Our analysis is based on "data limited to" the years 2010-2020".

What can I say instead of "data limited to"?

You can use alternatives like "data restricted to", "data confined to", or "data specific to" depending on the context.

What is the difference between "data limited to" and "data inclusive of"?

"Data limited to" specifies the boundaries or restrictions of the data being considered. In contrast, "data inclusive of" indicates what is included or encompassed within the dataset. They are opposites in meaning.

Is it appropriate to use "data limited to" in formal writing?

Yes, "data limited to" is appropriate for formal writing. It is a clear and concise way to specify the constraints or boundaries of a dataset in academic, scientific, and professional contexts.