data qualifications

USAGE SUMMARY

The phrase "data qualifications" is correct and usable in written English.
It can be used when referring to the criteria or standards that data must meet for a specific purpose or analysis. Example: "Before we proceed with the analysis, we need to ensure that all data qualifications are met to maintain the integrity of our results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Eurostat shall closely cooperate with the European Railway Agency (ERA) in the collection of accident data, including data qualifications, in order to ensure that the rail accident data collected by ERA under the Annex to Commission Directive 2009/149/EC* on railway safety is fully comparable to the accident data collected by Eurostat on other transport modes.

European Parliament

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

RVP prepared the dataset and conducted data qualification, evaluated the final results, conducted statistical analysis, prepared the figures and played a major role in the final editing of the paper.

BMC Infectious Diseases

Because it is unfeasible to set standard score thresholds for PTM sites from different datasets with diverse experimental procedures, each dataset was controlled according to the data qualification in the corresponding original paper.

Database : the journal of biological databases and curation

They were previously managed from separate DOE technology departments and Internet sites but there now exists one entry point to a web-based system for school leaders to enter and monitor the following data: teacher qualifications, criminal records investigation, and school quality rating criteria.

International Journal of Child Care and Education Policy

"The disparity between the admission rate for Asians and other groups goes against all other data involving qualifications for attending the university," Nakanishi said.

Los Angeles Times

Missing data for qualifications 20.1%.

BMC Complementary and Alternative Medicine

Market failure: A threat to David Willetts' expansion plans emerged as qualifications data for 2013 showed a further year of A-grade deflation, dampening the potential of this expansion measure.

The Guardian

Various data concerning academic qualifications, language abilities, scientific productivity, and so forth is requested and every candidate must select a series of keywords from a pre-prepared list which reflect most accurately his or her qualifications.

Science Magazine

A few years ago, Cambridge Assessment (an exam board rather than a namesake of the new baby) carried out a major overview and concluded that summer babies were "strongly disadvantaged" and that evidence of this age-related gap "stared out of qualifications data".

BBC

Due to a lack of high-quality data on the qualifications and activities of CIHR investigators, past studies tended to extrapolate clinician-scientist research trends from funding allocations among the four thematic areas.

Plosone

Data on nursing qualifications and employment one year after graduation are also presented in Table 4.

Human Resources for Health

Expert writing Tips

Best practice

When using "data qualifications", clearly define the specific criteria or standards you are referencing to ensure clarity and avoid ambiguity.

Common error

Avoid assuming your audience knows what "data qualifications" means in your specific context. Always provide clear definitions or examples to prevent misinterpretations.

Linguistic Context

The phrase "data qualifications" functions as a noun phrase. It refers to the specific standards or criteria that data must meet, as Ludwig AI confirms. It's about setting and adhering to specific requirements for data.

Expression frequency: Rare

Frequent in

Science

37%

News & Media

31%

Formal & Business

31%

Less common in

Academia

1%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "data qualifications" refers to the defined criteria and standards data must meet. Ludwig AI indicates the phrase is grammatically sound, though its usage is relatively infrequent. It's most commonly used in scientific, news, and formal business contexts to ensure data integrity and usability. When using this phrase, it's crucial to clearly define the specific criteria being referenced to avoid any potential ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data quality criteria

Focuses on the standards used to assess data's overall quality.

data eligibility requirements

Specifies conditions data must meet to be considered valid.

data validation rules

Emphasizes the formal rules used to confirm data accuracy and reliability.

data acceptance criteria

Highlights the standards data needs to satisfy to be accepted for a given purpose.

data specification standards

Refers to established guidelines that data must adhere to.

data suitability guidelines

Focuses on the appropriateness of data for specific uses.

data compliance standards

Emphasizes adherence to regulatory or organizational standards for data.

data attribute requirements

Directly points to necessary features or characteristics of the data.

data preconditions

Highlights necessary conditions data must meet before processing.

data fitness-for-purpose

Indicates whether data is appropriate and adequate for its intended use.

FAQs

How can I use "data qualifications" in a sentence?

You might say, "Ensuring that all "data qualifications" are met is crucial for maintaining the integrity of our research findings." Alternatively, you could state, "The analysis was conducted after verifying all "data qualifications" according to established protocols."

What is meant by the term "data qualifications"?

The term generally refers to the specific criteria, standards, or requirements that data must meet to be considered valid, reliable, or suitable for a particular purpose or analysis. These "data quality criteria" ensure that the data is fit for its intended use.

What are some synonyms for "data qualifications"?

Alternatives include "data quality criteria", "data eligibility requirements", or "data validation rules", depending on the specific context and emphasis you want to convey. Each alternative slightly shifts the focus, so choose the one that best aligns with your meaning.

How do "data qualifications" differ from data validation?

"Data qualifications" broadly encompass all the criteria data must satisfy, whereas data validation specifically refers to the process of checking data against predefined rules to ensure accuracy and completeness. "Data validation rules" are a component of establishing "data qualifications".