empirical data

USAGE SUMMARY

The phrase "empirical data" is correct and usable in written English.
It can be used when referring to information obtained through observation or experimentation, often in scientific or research contexts. Example: "The study was based on empirical data collected from various experiments conducted over a year."

✓ Grammatically correct

News & Media

Science

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

There simply is no empirical data.

The Guardian

His writings resemble powerful weapons of empirical data.

The Guardian - Opinion

Roberts repeatedly said he wanted to see "the empirical data".

The Guardian

"I get so excited by empirical data," Mr. Whitney said.

The New York Times

I even have empirical data to confirm this outcome.

The New York Times

"There's no empirical data to support this".

The New York Times

"Those are the facts that exist; that is the empirical data I have to deal with".

The New York Times - Sports

There is the experimenter, who conducts the investigation, and the subject, who provides the empirical data.

The New York Times - Science

Again, if you read his empirical books they are full of empirical data.

The New Yorker

"It's just exciting that somebody wanted to have empirical data to base their policy on".

The New Yorker

At this stage you will be making your own decision based on empirical data.

The New York Times - Magazine

Expert writing Tips

Best practice

When using "empirical data", ensure that the data is indeed derived from direct observation or experimentation, clearly distinguishing it from theoretical assumptions or anecdotal evidence.

Common error

Avoid using "empirical data" when referring to personal experiences or unsubstantiated claims. Empirical data requires systematic observation and measurement.

Linguistic Context

The phrase "empirical data" functions primarily as a noun phrase, where "empirical" modifies "data". It denotes information acquired through observation or experimentation. As Ludwig AI points out, it is often used to support claims or form the basis of scientific inquiry.

Expression frequency: Very common

Frequent in

Science

34%

News & Media

53%

Encyclopedias

4%

Less common in

Formal & Business

2%

Social Media

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "empirical data" refers to information obtained through observation or experimentation, playing a crucial role in research, science, and various fields requiring evidence-based conclusions. Ludwig AI confirms the grammatical correctness and widespread usability of the phrase. It's important to distinguish "empirical data" from anecdotal evidence and to use it in contexts where systematic observation is involved. While "empirical data" finds its strongest presence in scientific and news contexts, remember that alternatives like "observational data" or "experimental data" can be used based on specific nuances. Its formal tone lends itself well to academic and professional environments, making it a valuable term for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

observational data

Focuses specifically on data gathered through observation, often implying a less controlled setting than experimentation.

experimental data

Highlights data obtained through controlled experiments, emphasizing the rigorous nature of the data collection.

evidence-based findings

Emphasizes that the findings are grounded in concrete evidence rather than theory or speculation.

real-world evidence

Stresses the practical and applicable nature of the data, often used in contrast to theoretical models.

factual information

Highlights that the data is based on verifiable facts, distinct from opinions or interpretations.

data from observation

Rephrases the term to emphasize the process of observing and collecting data.

research findings

Focuses on the outcome of a research process, where data has been analyzed and interpreted.

statistical results

Specifically refers to data that has been analyzed statistically, emphasizing the quantitative aspect.

practical data

Highlights the usability and relevance of data to real-world scenarios.

concrete data

Stresses the tangible and verifiable nature of the data, as opposed to abstract or theoretical concepts.

FAQs

How is "empirical data" used in research?

In research, "empirical data" serves as the foundation for drawing conclusions and testing hypotheses. It is collected through observation or experimentation and is analyzed to identify patterns and relationships.

What's the difference between "empirical data" and theoretical data?

"Empirical data" is derived from direct observation or experimentation, while theoretical data is based on models, assumptions, or logical reasoning.

What are some examples of "empirical data"?

Examples of "empirical data" include measurements from scientific experiments, survey responses, and observations of consumer behavior.

What can I say instead of "empirical data"?

You can use alternatives like "observational data", "experimental data", or "evidence-based findings" depending on the specific context.