data inspection

USAGE SUMMARY

The phrase "data inspection" is correct and usable in written English.
It can be used when referring to the process of examining or analyzing data to ensure its quality, accuracy, or relevance. Example: "Before proceeding with the analysis, we need to conduct a thorough data inspection to identify any anomalies."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

36 human-written examples

Data inspection revealed the presence of some extreme values for GRP.

Injury Epidemiology

These capabilities enhance the data inspection, allowing faster analysis of complex sources than with traditional tools.

Astronomy and Computing

4) Data inspection: Based on the samples above, the number of PrEVs arrived in the l th segment is obtained.

Journal of Modern Power Systems and Clean Energy

The framework of generalized dynamic neural networks does not require any data preprocessing, visual data inspection or subjective feature extraction.

Clinical Neurophysiology

Visual data inspection reveals that phrase-final words are followed by acoustic pauses during which specific articulatory postures occur.

Journal of Phonetics

Uncertainty quantification of input parameters are presented first based on experimental data, inspection capability, and geometric reasoning.

International Journal of Solids and Structures

Human-verified similar examples from authoritative sources

Similar Expressions

21 human-written examples

The power of the Swedish Data Inspection Board generated a new, and unregulated, possibility for bioinformatics and data on patients, samples, and studies.

Life Sciences, Society and Policy

While the Data Inspection Board demanded particular asceticism with regard to aggregating biobank data, what emerged in response to the prohibition did not display data asceticism at all.

Life Sciences, Society and Policy

You could say that it was the Swedish Data Inspection Board's prohibition that pushed us toward the new ideas of using not the data of donors but aggregate data on the level of the biobank and related metadata.

Life Sciences, Society and Policy

Interestingly, one of the historical roots of MIABIS – the information standard whose examination constitutes the heart of this article – lies in the Swedish Data Inspection Board's prohibition of linking national biobank data between separate banks and registries.

Life Sciences, Society and Policy

The Swedish Data Inspection Board approved both the data collection and database.

BMC Musculoskeletal Disorders

Expert writing Tips

Best practice

In the context of quality control, use "data inspection" to refer to the initial step of verifying the integrity of collected data, ensuring its reliability for subsequent use.

Common error

Avoid using "data inspection" in informal or general writing. Opt for simpler terms like "review" or "check" to maintain a natural and accessible tone.

Linguistic Context

The phrase "data inspection" functions primarily as a noun phrase, often acting as the subject or object of a sentence. As evidenced by Ludwig, it denotes the act of examining data for errors, inconsistencies, or other quality issues.

Expression frequency: Common

Frequent in

Science

75%

News & Media

10%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "data inspection" is a noun phrase primarily used in formal, scientific, and technical contexts to describe the process of examining data for quality, accuracy, and consistency. According to Ludwig, the phrase is grammatically correct and commonly used, especially in scientific research. While alternatives like "data review" and "data analysis" exist, they carry slightly different nuances. When employing this phrase, it’s crucial to ensure it fits the register and to avoid overuse in casual communication. The phrase finds frequent use in science contexts, as per Ludwig's analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data review

This alternative is more general and emphasizes the process of looking over data to assess its suitability.

data analysis

This alternative implies a more in-depth evaluation, often involving statistical methods and interpretation.

data assessment

This alternative focuses on evaluating the quality or value of the data.

data examination

This alternative is similar but suggests a more detailed and thorough investigation.

data scrutiny

This alternative implies a careful and critical observation of the data.

data validation

This alternative emphasizes checking the data for accuracy and compliance with defined rules.

data audit

This alternative is more formal and suggests a systematic and independent evaluation of data.

records inspection

This alternative broadens the scope to include various types of recorded information, not just numerical data.

information verification

This alternative focuses on confirming the truth or accuracy of the information contained within the data.

evidence evaluation

This alternative is used when the data serves as evidence, requiring assessment of its reliability and relevance.

FAQs

How is "data inspection" typically used in a sentence?

The phrase "data inspection" is used to describe the process of examining data to identify errors, inconsistencies, or anomalies. For example, "A thorough "data inspection" is crucial before any analysis."

What are some alternatives to "data inspection"?

Depending on the context, you can use alternatives like "data review", "data analysis", or "data validation". The best choice depends on the specific type of examination being performed.

In what fields is "data inspection" commonly used?

The term "data inspection" is frequently used in fields such as science, engineering, and quality control, where ensuring the accuracy and reliability of data is essential. It may also be used in auditing and regulatory compliance.

What is the difference between "data inspection" and "data analysis"?

"Data inspection" generally refers to a preliminary examination of data to identify potential issues, while "data analysis" involves a more in-depth evaluation and interpretation of the data to draw conclusions or make predictions. Inspection is often a precursor to analysis.