actual observations

USAGE SUMMARY

"actual observations" is a correct and usable phrase in written English.
You could use it whenever you are referring to observations someone actually made. For example: "The researchers' actual observations provided important evidence for their conclusions."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Secondly, it's really challenging to get actual observations for storms outside the Atlantic, and third, techniques, observational methods, instruments have evolved over the years making a global fully consistent dataset extremely challenging to create (see IBTrACS for a leading effort).

The Washington Post

Furthermore, pre-tests had been done before the start of the actual observations to ensure accurate and consistent performance of the observer.

BMC Family Practice

Green dots represent the actual observations.

Nature

Historically, seismological theories have been hard to test against actual observations.

The New York Times - Science

When inputs to the model are improved, the fit to actual observations improve.

The Guardian

To check that the models were recreating temperatures, they checked the computer results between 1986 and 2005 against actual observations.

The Guardian

"I am always going to favor actual observations of extremes over modelled results," he says.

Yale University

It relies mainly on what teen-agers write in response to questionnaires rather than actual observations of fast-food jobs.

The Washington Post

Agents can update their knowledge by matching their actual observations with the expected ones.

Artificial Intelligence

Make sure that you understand which points on this graph represent actual observations and which represent calculations based on observations.

University of California, Berkeley

Comparing the models with actual observations, Day was able to work out what contribution the natural systems had made to what researchers have observed from satellite data.

The Guardian

Expert writing Tips

Best practice

When comparing theoretical models with real-world outcomes, always validate your models against "actual observations" to ensure accuracy and relevance.

Common error

Avoid relying solely on theoretical models without grounding them in "actual observations". This can lead to unrealistic conclusions and flawed analyses.

Linguistic Context

The phrase "actual observations" primarily functions as a noun phrase, where 'actual' modifies 'observations'. It emphasizes that the observations are based on real-world data and direct measurement, not theoretical predictions. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Very common

Frequent in

Science

63%

News & Media

23%

Academia

13%

Less common in

Encyclopedias

1%

Wiki

1%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "actual observations" is a commonly used and grammatically correct phrase. It emphasizes empirical evidence derived from real-world data. Ludwig AI analysis reveals its frequent use in science, news, and academic contexts. When writing, remember to ground your analysis in "actual observations" to ensure credibility and avoid over-reliance on theoretical models. Consider alternatives like "observed data" or "empirical findings" depending on the nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

observed data

Highlights the aspect of the data being directly seen or recorded.

empirical findings

Emphasizes findings derived from experimentation or observation.

real-world data

Focuses on data originating from tangible experiences rather than theoretical models.

primary data

Emphasizes that the data was collected directly from the source.

experimental results

Highlights the outcomes of a controlled test or study.

ground truth

Emphasizes the absolute and verifiable reality of the observations.

field measurements

Focuses on measurements taken in a natural setting or environment.

firsthand accounts

Highlights the direct, personal perspective of the observations.

hands-on experience

Emphasizes the personal involvement of the observer in gathering the data.

on-site assessments

Highlights evaluations conducted at the location of the event.

FAQs

How can I use "actual observations" in a research paper?

In a research paper, you can use "actual observations" to support your hypothesis, compare them against theoretical predictions, or highlight discrepancies between models and real-world data.

What is the difference between "actual observations" and predictions?

"Actual observations" refer to real-world data collected through direct measurement or monitoring, while predictions are forecasts or estimations based on models or theories. Discrepancies between the two can reveal limitations in the models or theories.

What are some synonyms for "actual observations"?

Some synonyms for "actual observations" include "empirical findings", "observed data", and "real-world data". The best choice depends on the specific context.

Why are "actual observations" important in scientific research?

"Actual observations" are crucial in scientific research because they provide the empirical evidence needed to validate or refute hypotheses, refine models, and advance our understanding of the world. They serve as the foundation for evidence-based conclusions.