numerical data

USAGE SUMMARY

The phrase "numerical data" is correct and usable in written English.
You can use it whenever you are referring to numerical values, such as in the sentence "The company collected a large amount of numerical data to meet their research goals."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

H.Y. analysed the numerical data.

Nature

Numerical data are expressed as mean ± s.d.

Nature

All numerical data are expressed as the mean±s.e.m.m

Nature

The numerical data are expressed in means ± SD of triplicates.

Nature

All numerical data are expressed in means ± SD of triplicates.

Nature

All numerical data are expressed in means ± SD.

Nature

Numerical data on the LOM3 lithic assemblage (2011, 2012).

Nature

What is it about numerical data that sparks such distrust in people?

The Guardian

Initially, the site offered only analytical tools like graphs for visualizing numerical data.

The New York Times - Tech

For a report on a football game for example, the StatsMonkey calculates the narrative based on the numerical data.

The Guardian

Gathering numerical data does not answer every question, of course, nor does it speak to the suffering of individual victims.

The New York Times

Expert writing Tips

Best practice

Choose the appropriate visualization method for your "numerical data". Charts, graphs, and tables can help readers understand trends and patterns.

Common error

Avoid overstating the importance of statistically significant results without considering practical significance. A small effect size, even if statistically significant, may not be meaningful in real-world applications.

Linguistic Context

The phrase "numerical data" functions primarily as a noun phrase. It is used to refer to data represented by numbers, whether derived from experiments, observations, or computations. As Ludwig AI confirms, the phrase is correct and widely used.

Expression frequency: Very common

Frequent in

Science

72%

News & Media

15%

Academia

5%

Less common in

Formal & Business

2%

Wiki

1%

Reference

0%

Ludwig's WRAP-UP

In summary, "numerical data" is a grammatically sound and frequently used noun phrase that refers to data represented by numbers. As Ludwig AI affirms, it is a correct and usable term. Its primary function is to categorize and specify information, mainly in formal and scientific contexts. The phrase sees high usage in scientific publications, news reports, and academic papers. When using "numerical data", ensure you provide sufficient context and select an appropriate visualization method. Alternative phrases include "quantitative data" or "statistical data". Be careful not to overstate the significance of results without considering the practical implications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

quantitative data

Replaces "numerical" with "quantitative", emphasizing the measurable aspect.

statistical data

Specifies the data as related to statistics, implying analysis and interpretation.

numeric information

Substitutes "data" with "information", highlighting the informative aspect of the numbers.

measured values

Focuses on the act of measurement and the resulting values.

quantifiable metrics

Highlights the metrics aspect of the data, implying that it can be quantified and tracked.

mathematical figures

Emphasizes the mathematical nature of the data.

computational results

Indicates that the data are the outcome of computations.

empirical measurements

Highlights the empirical origin of the data, derived from observation or experiment.

tabulated statistics

Refers specifically to statistics presented in tabular form.

digitized information

Focuses on the process of converting information into a digital format.

FAQs

How can I effectively present "numerical data" in a report?

Use clear and concise language, choose appropriate visuals like charts or tables, and always provide context so the reader understands the significance of the data. Highlight key findings and trends.

What are some alternatives to saying "numerical data"?

You can use alternatives like "quantitative data", "statistical data", or "numeric information" depending on the specific context.

How does "numerical data" differ from qualitative data?

"Numerical data" deals with numbers that can be measured, while qualitative data deals with descriptions and characteristics that can't be easily measured. For example, a person's height is "numerical data", while their eye color is qualitative data.

What statistical methods are commonly used to analyze "numerical data"?

Common methods include t-tests, ANOVA, regression analysis, and chi-square tests, depending on the type of data and research question. Descriptive statistics like mean, median, and standard deviation are also frequently used.