validate the data

USAGE SUMMARY

The phrase "validate the data" is correct and usable in written English.
You can use it when referring to the process of checking or confirming the accuracy and quality of data. Example: "Before we proceed with the analysis, we need to validate the data to ensure its reliability."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Finally, the "Validation of the performance data" sub-subsection describes the process used to validate the data produced by the simulator.

Journal of the Brazilian Computer Society

Led by Marc and Philip, we gathered ice and snow measurements to validate the data from the European Space Agency's CryoSat satellite.

The Guardian

Teams of sanitation professionals and local support staff will then visit selected neighbourhoods to check the various facilities and validate the data already obtained.

The Guardian

While the primary science will be conducted using instruments that map the sea floor from above, the team must also take baseline measurements in the ocean to validate the data they get from the air, Gierach said.

The Guardian

The No. 1 principle for them is to validate the data, and they had the tools and resources to do it.

The New York Times

Some mechanisms are enabled to verify and validate the data.

Open Geospatial Data, Software and Standards

R statistical packages were used to validate the data.

AMB Express

Therefore, interviews are used to validate the data.

Empirical Research in Vocational Education and Training

▪ We demonstrate and validate the data privacy-preserving through various experiments.

Journal of Cloud Computing

The multiblock read/write operation has been performed only to validate the data transfer operation.

EURASIP Journal on Embedded Systems

Several tests were conducted to validate the data extracted from gyroscope and accelerometer of the IMU.

Measurement

Expert writing Tips

Best practice

When presenting data, always describe the method used to "validate the data" to build trust in your findings.

Common error

Avoid using "validate the data" when you actually mean to verify its source. Validation ensures the data meets specific requirements, while verification confirms its origin and authenticity.

Linguistic Context

The phrase "validate the data" functions as a directive, indicating an action that needs to be performed on data. Based on Ludwig, it's used to ensure data accuracy and reliability before further analysis or application. It's commonly used across various fields to express the need for data quality control.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "validate the data" is a phrase used to describe the process of ensuring data is accurate, reliable, and fit for its intended purpose. Ludwig AI confirms its grammatical correctness and frequent usage across diverse domains, especially in scientific and news media contexts. Effective use of the phrase involves understanding its technical nature and applying it when referring to data quality assurance. Alternatives include "verify the data" or "confirm the data", but "validate the data" specifically emphasizes adherence to standards and criteria.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

verify the data

Replaces 'validate' with 'verify', focusing on confirming the truth or accuracy of the data.

confirm the data

Substitutes 'validate' with 'confirm', emphasizing the act of establishing the correctness of the data.

authenticate the data

Replaces 'validate' with 'authenticate', suggesting a process of verifying the data's origin and integrity.

corroborate the data

Substitutes 'validate' with 'corroborate', indicating the data is supported by additional evidence.

substantiate the data

Replaces 'validate' with 'substantiate', highlighting the act of providing evidence to support the data's validity.

assess the data's accuracy

Rephrases the concept to focus on evaluating how accurate the data is.

check the data for accuracy

Emphasizes the process of inspecting the data to ensure it is free from errors.

test the data's validity

Focuses on putting the data through tests to prove its validity.

ensure the data is reliable

Shifts the focus to guaranteeing the reliability of the data.

determine the data's integrity

Focuses on establishing the completeness and consistency of the data.

FAQs

What does it mean to "validate the data"?

To "validate the data" means to check its accuracy and ensure it meets certain criteria or standards. It's a process of confirming that the data is reliable and fit for its intended purpose.

How do you "validate the data" in research?

In research, "validate the data" often involves comparing it to other sources, conducting statistical tests, or using established benchmarks to confirm its accuracy and reliability.

What's the difference between "validate the data" and "verify the data"?

While the terms are often used interchangeably, "validate the data" typically refers to ensuring the data meets specific criteria or standards, while "verify the data" often focuses on confirming the truthfulness or accuracy of the data against a known source.

What are some alternatives to saying "validate the data"?

You can use alternatives like "confirm the data", "verify the data", or "authenticate the data" depending on the specific context and nuance you want to convey.