data were checked for

USAGE SUMMARY

The phrase "data were checked for" is correct and usable in written English.
It can be used when describing a process of verifying or validating data for specific criteria or conditions. Example: "Before analysis, the data were checked for accuracy and completeness to ensure reliable results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

All statistical assumptions were met e.g. normality and constant variances and data were checked for potential outliers20.

Nature

Data were checked for normality using a Kolmogorov-Smirnov's test with Lilliefors correction and for variance homogeneity using Levene's test.

Nature

BVol% data were checked for outliers.

New Zealand Journal of Forestry Science

All data were checked for their plausibility.

Health Economics Review

Data were checked for homogeneity of variance before being pooled.

Egyptian Journal of Biological Pest Control

Data were checked for normality using Shapiro Wilk's test.

Annals of Intensive Care

The data were checked for homogeneity and normality before analysis.

New Zealand Journal of Forestry Science

All data were checked for normality and equal variances.

International Aquatic Research

All data were checked for outliers with the Grubbs outlier test.

Carbon Balance and Management

The chemical data were checked for suitability for domestic purposes based on recommendations of WHO (2011).

Applied Water Science

All data were checked for normality and homogeneity of variances before analyses.

Ecological Processes

Expert writing Tips

Best practice

When reporting research findings, specify what characteristics or issues the "data were checked for" to provide context and enhance transparency. For example, clarify if you checked for "normality", "outliers", or "consistency".

Common error

Avoid vague statements like "data were checked for issues". Always specify the type of issue you were checking for, such as "data were checked for inconsistencies" or "data were checked for missing values".

Linguistic Context

The phrase "data were checked for" functions as a passive construction indicating that data underwent a process of verification or validation. Ludwig AI confirms its usability in English. The examples show it's used to describe ensuring data quality before analysis.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Unknown

0%

Ludwig's WRAP-UP

The phrase "data were checked for" is a grammatically sound and frequently employed expression, particularly within scientific writing. According to Ludwig AI, the expression is correct. It serves the purpose of indicating a verification or validation step applied to data, which is crucial for ensuring accuracy and reliability in research. Common checks include normality, outliers, consistency, and completeness. While versatile, specifying the checked characteristic enhances clarity. Its prevalence in scientific literature reflects a formal register, emphasizing precision and objectivity. Related phrases offer nuanced alternatives for conveying data assessment processes.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data were examined for

Focuses on a detailed inspection or investigation of the data.

data were reviewed for

Implies a formal or systematic evaluation of the data.

data were verified for

Highlights confirming the truth or accuracy of the data.

data were inspected for

Implies a close and careful observation of the data.

data were validated for

Suggests a formal confirmation of the data's accuracy or reliability.

data were scrutinized for

Indicates a thorough and critical examination of the data.

data were screened for

Suggests a preliminary examination to identify specific elements or issues.

data were analyzed for

Emphasizes the process of breaking down data to identify patterns or insights.

data were assessed for

Highlights the evaluation of data against specific criteria or standards.

data were tested for

Focuses on subjecting the data to specific tests or procedures.

FAQs

How do I use "data were checked for" in a sentence?

Use "data were checked for" to indicate that a process of verification or validation was performed on a dataset. For example: "The data were checked for normality before statistical analysis."

What can I say instead of "data were checked for"?

You can use alternatives like "data were examined for", "data were assessed for", or "data were validated for" depending on the specific context.

Is it better to say "data were checked for" or "data was checked for"?

Use "data were checked for" when referring to a collection of data points. "Data" is generally treated as a plural noun in scientific and academic contexts.

What does it mean when "data were checked for normality"?

It means the data was tested to see if it follows a normal distribution, which is a common assumption for many statistical tests. If data isn't normal, transformations or non-parametric tests may be needed.