appropriate data

USAGE SUMMARY

The phrase "appropriate data" is correct and usable in written English.
It can be used when referring to data that is suitable or relevant for a specific purpose or context. Example: "In order to make informed decisions, we need to analyze the appropriate data related to customer preferences."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

"Models must be based on appropriate data and account for all quantifiable risks.

The Guardian - Business

With an appropriate data backup system, electronic records can be reconstructed after a fire, flood or other act of nature.

The New York Times

First he built the systems so that the appropriate data could be gathered.

The New York Times

"When they are, we'll work with the banks on how best to release the appropriate data and on what time frame to ensure fairness and minimize market uncertainty".

The New York Times

Rather than fighting biases in data collected 100 years ago for other purposes, they could collect the most appropriate data in a uniform and comparable way.

The New York Times - Science

Collection of appropriate data from the field.

Human-centric Computing and Information Sciences

This study provides appropriate data for planning preventive measures.

Egyptian Journal of Forensic Sciences

Thus more appropriate data and ratemaking methods are urgently needed.

International Journal of Disaster Risk Science

The algorithm how to choose appropriate data is proposed too.

Applied Mathematics and Computation

What would the model be and where could we find the appropriate data?

TechCrunch

Hosts agree to accept the API calls and return appropriate data.

TechCrunch

Expert writing Tips

Best practice

When using "appropriate data", clearly define the criteria that make the data suitable for the intended purpose. This adds clarity and strengthens your argument.

Common error

Avoid assuming that any readily available data is "appropriate". Always evaluate data for its direct relevance to the specific analysis or decision-making process. Irrelevant data can lead to skewed results and misguided conclusions.

Linguistic Context

The phrase "appropriate data" functions as a noun phrase where "appropriate" modifies "data", specifying its suitability for a particular context. Ludwig AI provides numerous examples where this phrase is used to emphasize the importance of using suitable information for analysis or decision-making.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

22%

Wiki

6%

Less common in

Formal & Business

6%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "appropriate data" is a common and grammatically correct term used to emphasize the importance of using suitable, relevant, and reliable information. Ludwig AI confirms its frequent use across various fields, particularly in science, news, and business. To ensure clarity, always define the criteria that make data "appropriate" for your specific purpose. Remember, readily available data isn't always "appropriate"; relevance and reliability are key considerations. Alternatives such as "relevant data", "suitable data", and "pertinent data" offer similar meanings, but subtle contextual differences may make one more fitting than another.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

relevant data

This alternative emphasizes the direct connection of the data to the matter at hand.

suitable data

This alternative highlights the fitness of the data for a particular situation.

pertinent data

This alternative suggests that the data is specifically related to the topic being considered.

applicable data

This alternative stresses the usability and practicality of the data.

proper data

This alternative emphasizes that the data is correct and in accordance with standards.

necessary data

This alternative indicates that the data is essential and required for a specific task.

accurate data

This alternative underscores the correctness and reliability of the data.

valid data

This alternative points to the data being well-founded and logically correct.

qualified data

This alternative stresses that data meets the necessary conditions or standards.

precise data

This alternative underlines the exactness and detail in data.

FAQs

What does "appropriate data" mean?

"Appropriate data" refers to data that is suitable, relevant, and reliable for a specific purpose or context. It is data that meets the necessary criteria for analysis, decision-making, or research.

How do I determine if data is "appropriate"?

To determine if data is "appropriate", consider its relevance to the question at hand, its accuracy, and its reliability. Ensure the data aligns with your research goals and methodological requirements. Also, ensure the data is from credible sources.

What are some alternatives to "appropriate data"?

You can use alternatives like "relevant data", "suitable data", or "pertinent data" depending on the specific context.

Is it always necessary to use "appropriate data"?

Yes, using "appropriate data" is crucial for ensuring the validity and reliability of any analysis or conclusion. Using irrelevant or inaccurate data can lead to flawed results and incorrect interpretations.