realistic data

USAGE SUMMARY

The phrase "realistic data" is correct and usable in written English.
You can use it when referring to data that accurately represents real-world conditions or scenarios. Example: "The research team presented realistic data that reflected the current market trends."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Real field studies, such as those being initiated this autumn in the UK will give more realistic data on this subject".

The Guardian

It may just be that working with more realistic data made the model work better.This does not mean the question is settled.

The Economist

We want our approach can dealing well with realistic data.

Human-centric Computing and Information Sciences

The methodology was applied to synthetic and realistic data.

Neurocomputing

The procedure is shown on realistic data from the literature.

Ultramicroscopy

There's also a more realistic data set consisting of cases reported to the health clinic.

Science Magazine

These rules produce more realistic data, as participants did not have to choose between unfamiliar scenarios.

European Transport Research Review

To apply parameter tuning, realistic data about the simulated process is required.

Crime Science

Thus, the future research study will focus on validating such models against benchmarked realistic data.

Journal of Innovation and Entrepreneurship

The consideration to this realistic data makes cell formation problem very complex and tedious.

Journal of Industrial Engineering International

To analyse our architecture with a more realistic data set, we used an actual terrorist scenario.

Security Informatics

Expert writing Tips

Best practice

When discussing simulations or models, ensure you validate them using "realistic data" to demonstrate their applicability to real-world scenarios.

Common error

Avoid using "realistic data" when you're actually referring to idealized or simplified data sets used for theoretical purposes. Ensure your data reflects the complexities of real-world scenarios if you claim it to be realistic.

Linguistic Context

The phrase "realistic data" functions primarily as a noun phrase, where the adjective "realistic" modifies the noun "data". It describes a specific quality of the data, emphasizing its authenticity and relevance to real-world conditions. As confirmed by Ludwig AI, it is a usable and correct english phrase.

Expression frequency: Very common

Frequent in

Science

70%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

1%

Wiki

2%

Reference

2%

Ludwig's WRAP-UP

In summary, "realistic data" is a grammatically sound and frequently used phrase, particularly in scientific and journalistic contexts, to describe information accurately reflecting real-world conditions. Ludwig AI confirms its validity and common usage. Alternatives such as "practical data" and "accurate data" can be used depending on the nuance you want to convey. It's crucial to use this phrase when the data genuinely represents real scenarios and to avoid confusing it with idealized datasets. It is important to stress that you have to provide a degree of confidence in the validity and reliability of the underlying sources. In essence, using "realistic data" effectively requires a clear understanding of its context and implications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

real-world data

This directly points to data originating from actual, observable events and scenarios.

accurate data

This signifies that the data is correct and free from errors.

practical data

This alternative emphasizes the usefulness and applicability of the data in real-world situations.

pragmatic data

This term highlights data that is sensible and aligns with real-world constraints and possibilities.

reliable data

This emphasizes the consistency and dependability of the data source and collection methods.

viable data

This option focuses on data that is capable of being successful or effective in a particular situation.

lifelike data

This alternative stresses the data's resemblance to real-world phenomena or entities.

authentic data

This highlights the genuineness and trustworthiness of the data, suggesting it is not fabricated or manipulated.

empirically sound data

This emphasizes that the data is based on observation or experiment rather than theory or pure logic.

representative data

This highlights that the data accurately reflects a larger population or phenomenon.

FAQs

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

You can use "realistic data" to describe datasets that accurately represent real-world conditions. For example, "The simulation was validated using "realistic data" obtained from field studies."

What can I say instead of "realistic data"?

You can use alternatives like "practical data", "accurate data", or "real-world data" depending on the context.

What makes data "realistic"?

Data is considered "realistic" when it closely mirrors the conditions, variables, and complexities found in actual scenarios or systems, rather than being based on simplified assumptions or theoretical constructs.

Is there a difference between ""realistic data"" and "real data"?

"Real data" generally refers to data that has been directly observed or collected. "Realistic data" often implies that the data, whether real or simulated, accurately represents a real-world scenario with its inherent complexities and variations.