data constraint

USAGE SUMMARY

The phrase "data constraint" is correct and usable in written English.
It can be used in contexts related to data management, databases, or programming, where it refers to limitations or rules applied to data. Example: "The database has a data constraint that prevents duplicate entries from being saved."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

The reason for this, to a large extent, is that the data constraint is weak, so the outcome (posterior) is dominated by what you put in (prior).

The New York Times

Constraint (14f) is the layered data constraint.

EURASIP Journal on Wireless Communications and Networking

Similarly, equality case in Equation 5 will be referred as a data constraint being active.

EURASIP Journal on Wireless Communications and Networking

First, a time series analyses could not be feasible due to data constraint.

Health Economics Review

Due to data constraint, the latter measure is adopted in the succeeding sections.

Journal of Global Entrepreneurship Research

The proposed method adopts an energy function which includes a data constraint term and a gradient constraint term.

Infrared Physics & Technology

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

We understand that some people have data constraints when on mobile networks.

The Guardian

The precondition pr and the postcondition po are data constraints.

Human-centric Computing and Information Sciences

Evaluation has been limited both due to data constraints.

Atmospheric Environment

There are many different kinds of constraints such as knowledge-based constraints, data constraints, dimensional constraints, interestingness constraints and rule formation constraints [23].

Vietnam Journal of Computer Science

However, in these cases there is usually no alternative choice, given the data constraints.

SERIEs

Expert writing Tips

Best practice

When discussing research limitations, clearly articulate the specific "data constraint" and its potential impact on your findings. Provide context on how this constraint influenced your methodology and interpretation of results.

Common error

Avoid exaggerating the impact of a "data constraint". Acknowledge it without making it the central justification for all limitations in your work. Provide a balanced perspective by also discussing other potential factors.

Linguistic Context

The phrase "data constraint" functions as a compound noun, where "data" acts as an attributive noun modifying "constraint". It identifies a specific type of limitation related to data availability, quality, or use. Ludwig AI confirms its usability, particularly in technical contexts.

Expression frequency: Common

Frequent in

Science

85%

News & Media

10%

Formal & Business

5%

Less common in

Wiki

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "data constraint" is a common and grammatically correct term, primarily used in scientific, technical, and academic contexts to denote limitations related to data. As Ludwig AI confirms, it is widely accepted and usable in formal writing. While alternatives like "data limitation" or "data restriction" exist, "data constraint" is frequently employed to precisely specify challenges related to data availability, quality, or accessibility. Recognizing and addressing these constraints is crucial for accurate research and analysis. The usage examples provided by Ludwig showcase the phrase's application in various fields, underscoring its importance in describing and mitigating the impact of data-related limitations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data limitation

Focuses on the restricted availability or quality of data.

data restriction

Emphasizes the imposed limitations on data usage or access.

limited data availability

Highlights the scarce amount of data that is accessible.

data deficiency

Points to a lack or inadequacy in the data.

scarcity of data

Underscores the rare or insufficient nature of data resources.

lack of data

States directly that data is missing or insufficient.

data inadequacy

Suggests the available data isn't suitable or sufficient for a purpose.

insufficient data

Implies that the amount of data is not enough to draw reliable conclusions.

data bottleneck

Highlights where data flow is restricted or slowed down.

data-related obstacle

Indicates that data presents a barrier or impediment.

FAQs

How is the phrase "data constraint" used in academic writing?

In academic writing, "data constraint" typically refers to limitations on data availability, quality, or accessibility that impact the scope or validity of research findings. Researchers acknowledge "data constraints" to provide context for their interpretations.

What's a more formal alternative to "data constraint"?

A more formal alternative to "data constraint" is "data limitation". This phrase conveys a similar meaning but is often preferred in scholarly contexts for its precise and neutral tone.

How does a "data constraint" affect research outcomes?

A "data constraint" can affect research outcomes by limiting the scope of analysis, reducing the statistical power of tests, or introducing bias into results. Researchers must address these issues when interpreting their findings.

Is it appropriate to use "data constraint" in business contexts?

Yes, it's appropriate to use "data constraint" in business contexts when referring to restrictions on the collection, storage, or use of data. This might include regulatory limitations, technological barriers, or privacy concerns.