validate data

USAGE SUMMARY

The phrase "validate data" is correct and usable in written English. You can use it in contexts where you need to confirm the accuracy or reliability of data. For example, "We need to validate the data before making any conclusions." Alternative expressions include "verify data," "confirm data," and "authenticate data."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

A white paper on reform of medical negligence was promised for early 2002 and the creation of an independent office for information on healthcare performance, to collect and validate data on clinical performance, was announced.

The Guardian

Gathering data can be challenging, but the Gravity Earth platform allows third parties to provide and validate data on users.

TechCrunch

Moreover, local views allow one to validate data instead of results.

EURASIP Journal on Information Security

Selected organs were withdrawn and gamma counted to validate data from the last PET time frame.

EJNMMI Research

The discussions provided opportunities to cross-check and validate data (Creswell 2009).

Asia-Pacific Science Education

Work is ongoing to further validate data amalgamation processes and explore vancomycin PK in these patients.

Intensive Care Medicine Experimental

Direct field observation was conducted to validate data gathered through household survey.

Environmental Systems Research

Each dictionary can also be used to validate data in a CML document, and provide human-readable descriptions.

Journal of Cheminformatics

Chempound has been designed to validate data files on ingestion so that both authors and consumers have very strong confidence in what is held in the repository.

Journal of Cheminformatics

Public health surveillance has traditionally played a central role to validate data and has been accountable for ensuring rigor that depicts a reality that can inform political action.

Life Sciences, Society and Policy

They also offer a couple of more nuts and bolts tools including RubiCore, which is designed to help companies ingest and validate data from their existing systems and move their data into Rubikloud's proprietary data model.

TechCrunch

Expert writing Tips

Best practice

When writing about data validation, specify the methods or criteria used to ensure transparency and reproducibility. For instance, mention the statistical tests or manual checks employed to "validate data".

Common error

Avoid claiming that data is fully "validated" without providing concrete evidence or references to the validation process. Instead, use terms like 'verified' or 'assessed' to reflect the level of certainty.

Linguistic Context

The phrase "validate data" functions as a verb phrase, where "validate" is the verb and "data" is the direct object. It describes the action of confirming the accuracy and reliability of information. Ludwig AI confirms that "validate data" is grammatically correct.

Expression frequency: Very common

Frequent in

Science

64%

News & Media

20%

Formal & Business

3%

Less common in

Wiki

0%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "validate data" is a commonly used and grammatically correct expression for describing the process of ensuring data accuracy and reliability. Ludwig AI insights, coupled with a review of numerous real-world examples, suggest that it is appropriate for both neutral and formal contexts, particularly in scientific, news, and business domains. Alternatives like "verify data" and "authenticate data" offer nuanced ways to express similar meanings. When using the phrase, it's important to provide evidence and specify the validation methods employed to ensure credibility. Avoiding unsupported claims of validation is crucial for maintaining transparency and accuracy in communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

verify data

This alternative emphasizes the act of confirming the truth or accuracy of the data.

confirm data

A general term for establishing the correctness of the information.

check data

A simple and direct way to express the act of examining data for errors.

authenticate data

This suggests confirming the data's origin or integrity, ensuring it is genuine.

corroborate data

This implies strengthening the data with additional evidence.

ensure data integrity

This emphasizes maintaining the completeness and accuracy of the data.

substantiate data

This means providing evidence to support the data's validity.

assess data quality

This focuses on evaluating the overall quality and reliability of the data.

test data accuracy

This alternative specifically targets the accuracy of the data through testing methods.

audit data

This implies a systematic review to ensure accuracy and compliance.

FAQs

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

You can use "validate data" to describe the process of ensuring that data is accurate and reliable. For example, "The software is designed to "verify data" before it is stored in the database."

What are some alternatives to saying "validate data"?

Alternatives include "verify data", "authenticate data", and "confirm data". The best choice depends on the specific context and the nuance you want to convey.

Is it better to "validate data" or "verify data"?

"Validate data" and "verify data" are often used interchangeably, but "validate" often implies checking against a set of rules or standards, while "verify" suggests confirming the truth or accuracy. The choice depends on the specific validation process you are describing.

What is the importance of data validation?

Data validation is crucial for ensuring data integrity and reliability, which are essential for making informed decisions and avoiding errors. Properly "assessing data quality" ensures that the data used for analysis or reporting is accurate and consistent.