imaginary data

USAGE SUMMARY

The phrase "imaginary data" is correct and usable in written English.
It can be used in contexts where you are referring to data that is not real or does not exist, often in hypothetical or theoretical discussions. Example: "In our simulation, we used imaginary data to test the algorithm's performance under various conditions."

✓ Grammatically correct

Science

News & Media

Academia

Wiki

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

(You do not need to use real world statistics, but your imaginary data should be realistic).

The New York Times

For example, when a simulated program developed with the aid of Demo is run, not only does the cursor flash at the appropriate points just as one expects it to, but the disk drive can be made to grind away, its light properly luminous for the duration of the appropriate ersatz operation, say the loading of a hypothetical program or the retrieving of imaginary data.

The New York Times

Using one hand to indicate each row of an imaginary data sheet (pausing at each row).

Cognitive Research: Principles and Implications

In most of these sessions, the professor proposed real or imaginary data to the students based on the previous week's laboratory procedure and asked them to think critically about how to interpret the data or to troubleshoot what may have gone wrong during the procedure to get that result.

CBE Life Sciences Education

Imaginary data items are data items that are not actually stored within the class objects.

WikiHow

Most imaginary data items are actually special types of calculated data items.

WikiHow

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

These results can be extended to see the good adaptability of the proposed method to imaginary movement data acquired from the public databases.

Journal of Neuroscience Methods

Real and imaginary impedance data was collected over a range of 1 to 100 kHz generating a Nyquist plot.

Journal of Analytical Science and Technology

The input file for the imaginary part of the data.

Harvard University

As shown in Table 3, both the real and imaginary parts of "wfld" data have a wide range from to.

EURASIP Journal on Embedded Systems

Next, the paper by Filho et al., "Magnitude squared of coherence to detect imaginary movement", analyzes ERP data using cross-spectral analysis on a large scale, again for a motor BMI application.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When describing research or simulations, clarify that you're using "imaginary data" to test methodologies or explore theoretical scenarios, as this avoids confusion with real-world findings.

Common error

Avoid presenting conclusions based on "imaginary data" as if they reflect real-world trends or phenomena. Always emphasize the hypothetical nature of such data in your analysis.

Linguistic Context

The phrase "imaginary data" functions as a noun phrase where the adjective "imaginary" modifies the noun "data". It describes data that is not real or factual, but rather created or simulated for a specific purpose. Ludwig AI confirms its correct usage.

Expression frequency: Uncommon

Frequent in

Science

32%

News & Media

23%

Academia

23%

Less common in

Wiki

17%

Formal & Business

5%

Reference

0%

Ludwig's WRAP-UP

In summary, "imaginary data" is a valid and grammatically correct phrase used to describe data that is not real but rather simulated or hypothetical. Ludwig AI confirms its usability in written English. It appears most frequently in scientific, academic, and news contexts. When using this phrase, it's crucial to emphasize the data's non-real nature to avoid confusion. Consider alternatives like "hypothetical data" or "simulated data" depending on the nuances you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

hypothetical data

Replaces "imaginary" with "hypothetical", emphasizing the speculative nature of the data.

simulated data

Uses "simulated" instead of "imaginary", highlighting the artificial generation of the data.

fictional data

Substitutes "imaginary" with "fictional", stressing the data's origin in fiction or imagination.

fabricated data

Replaces "imaginary" with "fabricated", implying that the data was deliberately created or invented.

notional data

Employs "notional" to indicate that the data exists as an idea or concept rather than a reality.

presumed data

Uses "presumed" instead of "imaginary", suggesting that the data is assumed or supposed to exist.

conceptual data

Substitutes "imaginary" with "conceptual", emphasizing the data's basis in abstract thought.

theoretical data

Replaces "imaginary" with "theoretical", highlighting the data's relevance to a specific theory.

artificial data

Uses "artificial" instead of "imaginary", highlighting the fact that the data is not naturally occurring.

modeled data

Substitutes "imaginary" with "modeled", stressing the data's creation by models.

FAQs

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

"Imaginary data" is used to represent data that is not real but is used for simulations, testing, or theoretical analysis. For example, "In order to test the algorithm, we generated a set of "hypothetical data"."

What are some alternatives to "imaginary data"?

Alternatives to "imaginary data" include "hypothetical data", "simulated data", or "fictional data". The best choice depends on the specific context and the nuances you wish to convey.

When is it appropriate to use "imaginary data" in research?

"Imaginary data" is appropriate when testing algorithms, exploring theoretical scenarios, or demonstrating methodologies without relying on real-world data. However, always clearly state that the data is not real.

What is the difference between "imaginary data" and "real-world data"?

"Imaginary data" is artificially created and does not reflect actual observations or measurements. "Real-world data", on the other hand, is collected from actual events, experiments, or observations and represents factual information.