principle of data

USAGE SUMMARY

The phrase "principle of data" is correct and usable in written English.
It can be used in contexts discussing foundational concepts or rules related to data management, analysis, or governance. Example: "The principle of data integrity is essential for maintaining accurate and reliable information in any database system."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

15 human-written examples

Sample size in surveys with open-ended questions relies on the principle of data saturation.

Journal of Clinical Epidemiology

The basic principle of data splitting is to choose train data that is able to represent the whole data.

Biocybernetics and Biomedical Engineering

It's three years since I reported in the Guardian that, in the quest for "transformed", IT-based government, ministers were planning to overturn a basic principle of data protection.

The Guardian - Tech

A principle of data modeling is that every attribute in a data model (every column in a physical database table) must store only one kind of information.

How to Build a Business Rules Engine Extending Application Functionality through Metadata Engineering

In this work a new principle of data quantification is derived which is easy to apply, interpret and will provide statistical reliable estimates of the aggregation number even for high values of n.

Thermochimica Acta

Although the existing directive already contains the principle of "data minimisation", Mr Newman said that the new law would reinforce the idea by declaring it "a right".

BBC

Human-verified similar examples from authoritative sources

Similar Expressions

45 human-written examples

The empirical results demonstrate that the novel methodology with the principle of "data-characteristic-driven modeling" strikingly improves prediction performance, since the models elaborately built based on data characteristics statistically outperform all other benchmark models without consideration of data characteristics.

Applied Energy

Due to the unique features of nuclear energy market, this paper tries to propose a novel data-characteristic-driven modeling methodology based on the principle of "data-characteristic-driven modeling", aiming at formulating appropriate forecasting model closely in terms of sample data's own data characteristics.

Applied Energy

If the principle of data-driven feedback governs the treatment adaptation, SMBG could ultimately show effectiveness in significantly lowering A1C.

Diabetes Care

Open data isn't exposed data: The principle of open data is that you make raw data available, not personal information.

The Guardian

Software engineering principles of data abstraction and modularity.

Stanford University

Expert writing Tips

Best practice

Use "principle of data" to introduce a foundational concept before elaborating with specific examples and case studies.

Common error

Avoid using "principle of data" without specifying which aspect of data you are addressing. Vague references can lead to misunderstandings. Be specific to enhance clarity.

Linguistic Context

The phrase "principle of data" functions as a noun phrase, typically acting as a subject or object in a sentence. It introduces a foundational concept related to data management or governance, as supported by Ludwig examples.

Expression frequency: Common

Frequent in

Science

30%

News & Media

30%

Formal & Business

25%

Less common in

Academia

10%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "principle of data" is a grammatically sound and commonly used noun phrase across various domains. Ludwig AI confirms its correctness and usability. It functions to introduce foundational concepts in data management, governance, and protection. While versatile, it is best used with specific context to avoid ambiguity. Consider alternatives such as "data governance principle" or "data protection principle" for nuanced communication. Its frequency is common, particularly in scientific, news, and business contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

core data principle

This variation underlines the importance of the idea related to data.

data governance principle

This alternative focuses specifically on the governance aspect of data management.

fundamental data rule

This emphasizes the obligatory and prescriptive nature of the idea related to data.

data protection principle

This alternative emphasizes the security and privacy aspects related to data.

data management principle

This alternative highlights the overall management and organization of data.

essential data practice

This emphasizes the practical aspect of working with data.

data handling guideline

This focuses on providing actionable guidance for managing data.

key data consideration

This alternative draws attention to important aspects when dealing with data.

foundational data concept

This emphasizes the fundamental nature of the idea related to data.

basic tenet of data

This alternative implies a core belief or doctrine concerning data.

FAQs

How can I use "principle of data" in a sentence?

You can use "principle of data" to refer to a fundamental rule or guideline related to data management or analysis. For example, "The "data minimization" is a key principle of data protection under GDPR."

What is a common principle related to data?

A common principle is "data integrity", which ensures that data is accurate, consistent, and reliable throughout its lifecycle.

What's the difference between "principle of data" and "data policy"?

"Principle of data" refers to a fundamental concept, while "data policy" is a set of rules and procedures that implement these principles within an organization.

What can I say instead of "principle of data"?

You can use alternatives like "data governance principle", "core data principle", or "fundamental data rule" depending on the context.