proper data

USAGE SUMMARY

The phrase "proper data" is correct and usable in written English.
It can be used when referring to data that is accurate, appropriate, or suitable for a specific purpose or context. Example: "In order to make informed decisions, we need to ensure that we are working with proper data."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

With the proper data, you could, at last, "make comparisons" between then and now.

The New Yorker

'We can't set targets because we haven't got the proper data.

The Guardian

But if you look at proper data on typical viewers, a consistent picture emerges.

The Guardian

We caution against disproportionate countermeasures that are not founded on proper data and assessment.

Nature

One basic privacy measure, however, is easily overlooked: proper data destruction.

The New York Times - Tech

It highlights a serious problem but we can only look for workable solutions when presented with proper data and context.

The Guardian - Opinion

The Intek Inc study for the EIA had relied largely on oil industry claims, rather than proper data.

The Guardian

"Governments have not collected proper data on the number of children being raised by drug- or alcohol-addicted parents".

The Guardian - Opinion

We can help maximize the benefit of your research data through proper data management.

Princeton University

Do the third-party contracts contain proper data breach notification, audit rights, indemnification and other provisions?

Harvard University

We have worked to increase performance with proper data representation and reducing row operations on GPU.

Procedia Technology

Expert writing Tips

Best practice

When using "proper data", ensure that you define what makes the data 'proper' within the context. Specify the criteria for accuracy, relevance, and suitability to avoid ambiguity.

Common error

Avoid assuming that everyone understands your criteria for "proper data". Always clarify the specific standards the data meets (e.g., "data validated against industry benchmarks" or "data collected using standardized methods").

Linguistic Context

The phrase "proper data" functions as an adjective-noun construction where "proper" modifies the noun "data". It's used to emphasize that the data is accurate, suitable, and relevant for a specific purpose. Ludwig AI confirms this by showing the phrase used to highlight the need for quality in data-driven decision-making.

Expression frequency: Very common

Frequent in

Science

38%

News & Media

35%

Academia

13%

Less common in

Formal & Business

12%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "proper data" is a frequently used phrase that underlines the significance of accurate, suitable, and relevant information across various domains. Ludwig AI confirms its grammatical correctness and widespread use. Its function is to emphasize the quality of data used for analysis and decision-making. To ensure clarity, always specify what criteria make the data "proper" within the specific context. Consider using alternatives like "accurate data", "suitable data", or "reliable data" based on the nuance you want to convey. Recognizing the potential confusion of "proper" not being universally defined is critical for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Accurate data

Emphasizes the correctness and freedom from error of the data.

Suitable data

Focuses on the appropriateness of the data for a specific purpose.

Relevant data

Highlights the pertinence of the data to the matter at hand.

Appropriate data

Similar to 'suitable data', but can also imply ethical considerations.

Reliable data

Stresses the trustworthiness and consistency of the data.

Valid data

Indicates that the data is well-founded and logically correct.

Correct data

A straightforward synonym emphasizing accuracy.

Verified data

Implies that the data has been checked and confirmed to be true.

Validated data

Similar to 'verified data', but often used in a more technical context.

Quality data

Focuses on the overall excellence and suitability of the data.

FAQs

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

You can use "proper data" to emphasize the importance of using accurate and relevant information. For example, "Effective decision-making relies on "proper data" analysis".

What are some alternatives to saying "proper data"?

Depending on the context, you could use alternatives such as "accurate data", "relevant data", or "reliable data". The best choice depends on the specific meaning you want to convey.

What makes data "proper"?

What qualifies as "proper" data depends on the context. Generally, it means the data is accurate, relevant, and suitable for its intended use. It should also be collected and processed using appropriate methods and adhere to ethical standards.

Why is it important to use "proper data"?

Using "proper data" ensures that analyses and decisions are based on sound information, leading to more reliable and effective outcomes. Without it, conclusions could be flawed, and actions could be misguided.