observed data

USAGE SUMMARY

"observed data" is correct and usable in written English.
You can use it to describe information that has been collected by people as a result of observing or measuring something. For example, "The observed data from the survey indicate that people overwhelmingly prefer the new product."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Figure 3. A. Shattered seed percentage of total seeds ( observed data; - fitted function) and filled seed percentage of shattered seeds (O observed data).

Food and Agriculture Organization of the United Nations

Without IoP treatment, no signals are observed (data not shown).

Nature

All this observed data can be monitored from the remote comfort of a farmer's laptop.

The Guardian

Observed data - captured by recording the actions of individuals, such as location data from using cellphones.

The Guardian

A Chi-Square test was conducted to evaluate the statistical significance of the observed data.

Nature

Two-tailed Student's t-test was conducted to evaluate the statistical significance of the observed data.

Nature

On sensitivity analysis no significant small study effects were observed (Data not shown).

Nature

SEM also assessed the ability of the model to fit the observed data.

Nature

However, no significant protective effects of nilotinib were observed (data not shown).

Nature

Model validity was controlled by plotting the estimated data vs. observed data and model residuals.

Nature

As the radius of influence is tightened, results become more representative of the observed data.

Columbia University

Expert writing Tips

Best practice

Contextualize "observed data" with relevant background information to highlight its significance and implications.

Common error

Avoid assuming that "observed data" automatically implies a causal relationship. Always consider other potential factors and conduct further analysis to support causal claims.

Linguistic Context

The phrase "observed data" functions as a noun phrase, where 'observed' acts as an adjective modifying 'data'. Ludwig AI indicates that the phrase is grammatically correct and commonly used. It is typically employed to refer to factual information gathered through observation or measurement.

Expression frequency: Very common

Frequent in

Science

50%

News & Media

25%

Academia

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "observed data" is a grammatically sound and frequently used phrase across various domains, as confirmed by Ludwig AI. Predominantly found in scientific, academic, and news-related contexts, it refers to factual information directly obtained through observation or measurement. It is crucial to use this phrase accurately, ensuring proper citation and differentiation from inferred or theoretical data. When employing "observed data" in writing, remember to contextualize it appropriately and avoid assuming direct causation based solely on observation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

empirical evidence

Focuses on the evidentiary aspect, implying data derived from experiments or direct observation.

experimental results

Highlights data obtained specifically from experiments.

empirical findings

Stresses the results obtained through empirical methods.

documented observations

Focuses on the process of documenting observations.

collected information

Emphasizes the act of gathering data, rather than its nature.

recorded measurements

Highlights the act of measuring and documenting data.

measured values

Highlights that the data consists of measured quantities.

factual information

Emphasizes that the data is based on facts.

real-world data

Implies that the data comes from actual phenomena.

field data

Specifies that the data was gathered in a real-world setting, typically outside a lab.

FAQs

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

You can use "observed data" to describe factual information collected through observation or measurement. For instance, "The model was validated by the "observed data"."

What are some alternatives to "observed data"?

Alternatives include "empirical evidence", "experimental results", or "collected information", depending on the specific context.

Is it appropriate to use "observed data" in formal writing?

Yes, "observed data" is appropriate for formal and scientific writing to describe factual information obtained through observation or measurement.

What is the difference between "observed data" and "inferred data"?

"Observed data" refers to information directly recorded through observation, while "inferred data" is derived or deduced from existing information.