sufficient data

USAGE SUMMARY

"sufficient data" is correct and usable in written English.
You can use "sufficient data" when referring to an amount of data that is large enough to produce a meaningful conclusion. For example, "After gathering sufficient data, we were able to draw valid conclusions from the experiment."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We don't have sufficient data to know.

The Guardian - Books

"We never considered a publication," Robl explains, "because there was not nearly sufficient data".

The New York Times - Magazine

The company was told that it had not provided sufficient data to win the money.

The New York Times

With sufficient data and proper economic evaluation, mangroves could be included in the initiative.

The Guardian

We do not have sufficient data for the rest.

The Economist

Therefore, Consumer Reports does not have sufficient data on them.

The New York Times

They claim that more than 40 developing countries lack sufficient data to track performance in these areas.

The Guardian

Savino stressed that there is not yet sufficient data to prove a correlation between income and vulnerability to Zika.

The Guardian

Marsh would have to run the test scores of times before she had sufficient data to draw statistically valid conclusions.

The New Yorker

The aim is to provide sufficient data to support the entry of a new drug into the clinical setting.

The Guardian

KIEHL: I do not believe we have sufficient data to answer whether psychopathy is linked to profound abuse.

The New Yorker

Expert writing Tips

Best practice

Before drawing conclusions, ensure you have collected enough data points to meet statistical requirements for your analysis.

Common error

Avoid prematurely claiming that you have "sufficient data" before performing a thorough statistical analysis to validate the dataset's ability to support your conclusions.

Linguistic Context

The phrase "sufficient data" functions as a noun phrase, where "sufficient" modifies the noun "data". According to Ludwig, it is used to describe a quantity of information that is adequate for a particular purpose, such as analysis or decision-making.

Expression frequency: Very common

Frequent in

Science

46%

News & Media

44%

Formal & Business

10%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "sufficient data" is a grammatically correct and commonly used phrase indicating that enough information is available for a particular purpose. As Ludwig AI confirms, it is used across various contexts, most frequently in scientific and news media sources. While synonyms like "enough data" and "adequate data" exist, "sufficient data" often carries a more formal or technical connotation. When using this phrase, it's crucial to ensure that your analysis actually supports the claim of data sufficiency, avoiding premature conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

enough data

A more informal and direct way to express the same idea.

adequate data

Implies a satisfactory amount of data, meeting the minimum requirements.

ample data

Suggests a plentiful amount of data, more than just sufficient.

sufficient evidence

Focuses on data that supports a claim or argument, framing it as evidence.

required data

Highlights the necessity of the data for a specific purpose.

needed data

Similar to 'required data', but with a slightly less formal tone.

satisfactory data

Emphasizes the quality and acceptability of the data.

substantial data

Suggests a considerable amount of data, implying importance.

appropriate data

Focuses on the suitability and relevance of the data for a particular purpose.

considerable data

Highlights the magnitude of the data available.

FAQs

How do I determine if I have "sufficient data" for my analysis?

Consider factors such as statistical power, effect size, and the variability within your data. Consult with a statistician if needed.

What are some alternatives to saying "sufficient data"?

You can use alternatives like "enough data", "adequate data", or "ample data", depending on the specific context.

What happens if I don't have "sufficient data"?

Your analysis might lack statistical power, leading to unreliable or inconclusive results. You may need to collect more data or adjust your research question.

Is "sufficient data" the same as "enough data"?

While similar, "sufficient data" often implies a more formal or technical context, while "enough data" is more informal and general.