sophisticated data

USAGE SUMMARY

The phrase "sophisticated data" is correct and usable in written English.
It can be used to describe data that is complex, advanced, or refined, often implying a high level of analysis or processing. Example: "The research team utilized sophisticated data analytics to uncover trends that were previously hidden."

✓ Grammatically correct

Academia

Formal & Business

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

49 human-written examples

Not every application requires sophisticated data.

The New York Times

Of course, this requires sophisticated data exchange.

Harvard Business Review

Looking for sophisticated data reduction techniques?

Cornell University

High-speed computers and sophisticated "data mining" software are producing increasingly refined visualizations.

The New York Times - Science

Scientists say that more sophisticated data collection is making that possible.

The New York Times

In September, it announced an alliance with I.B.M. for its most sophisticated data storage product.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

11 human-written examples

Those kinds of use cases can even frustrate sophisticated data-mining techniques.

Harvard Business Review

Questions covered include: How have the early iterations of the paywall been usurped by more sophisticated, data-driven models?

The Guardian

At its most basic level, MicroStrategy, based in the Washington suburb of Vienna, Va., makes sophisticated data-searching software.

The New York Times

But right now most states lack the capacity to perform sophisticated, data-driven studies and evaluations.

The New York Times

"This success has only fed our ambition for what we can do with sophisticated data-driven monitoring programs," Lewis said.

The Washington Post

Expert writing Tips

Best practice

When referring to "sophisticated data", consider whether a more specific adjective might be more appropriate, such as "granular", "high-resolution", or "multi-faceted".

Common error

Avoid using "sophisticated data" as a general descriptor without providing evidence of its complexity or advanced nature. Ensure the data warrants the adjective by demonstrating its unique qualities.

Linguistic Context

The phrase "sophisticated data" functions as an adjective modifying a noun. According to Ludwig, it describes data that is intricate, refined, or analyzed using advanced methods.

Expression frequency: Very common

Frequent in

News & Media

38%

Science

25%

Academia

20%

Less common in

Formal & Business

17%

Ludwig's WRAP-UP

In summary, "sophisticated data" is a common and grammatically sound phrase used to describe complex, refined, or analyzed information. Ludwig AI confirms its validity. It appears frequently in news, science, academic, and business contexts, signifying a high level of analysis and understanding. When using this phrase, ensure that the data truly warrants the adjective by highlighting its specific advanced qualities.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

advanced data

Focuses on the progress or development level of the data.

complex data

Highlights the intricate and multifaceted nature of the data.

refined data

Emphasizes the data's purity and precision after a process of improvement.

high-quality data

Stresses the superior grade and reliability of the data.

detailed data

Indicates the data is comprehensive and thorough.

thorough data

Focuses on data that is complete and exhaustive.

in-depth data

Highlights the level of detail and analysis present in the data.

analyzed data

Emphasizes that the data has undergone scrutiny and examination.

curated data

Highlights the careful selection and organization of the data.

validated data

Focuses on the data's confirmed accuracy and reliability.

FAQs

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

You can use "sophisticated data" to describe information that has been analyzed using advanced techniques, as in, "The study utilized "sophisticated data" mining to identify key trends."

What are some alternatives to "sophisticated data"?

Depending on the context, you could use alternatives like "advanced data", "complex data", or "refined data".

What distinguishes "sophisticated data" from simple data?

"Sophisticated data" implies the use of advanced methods for collection, analysis, or interpretation, whereas simple data may be raw or unanalyzed. The key difference lies in the level of processing and insight derived.

In what contexts is "sophisticated data" most often used?

"Sophisticated data" is frequently used in fields like data science, business analytics, scientific research, and technology, where intricate analysis and detailed insights are critical.