convoluted data

USAGE SUMMARY

"convoluted data" is correct and can be used in written English.
You can use it when referring to data that is complex or difficult to understand. For example, "The researchers had to untangle the convoluted data in order to reach their conclusions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

The Epoc can interpret great deal of more convoluted data and reproduce its effects keenly.

TechCrunch

Post processing of dataset obtained using separation techniques hyphenated with mass spectrometry can allow automation of the recovery of target information, improve the visualization of the data or allow for mathematical separations of convoluted data.

Chemometrics and Intelligent Laboratory Systems

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Next, the transformed data were convoluted with a Gaussian with amplitude of 1 and a σ of 0.2 deg.

Plosone

For display purposes (Fig.  5 A, D), the data were convoluted in a 5 ms window.

Cerebral Cortex

A limitation in interpreting all of these renal stem cell line studies is that culture conditions can have a significant impact on cellular behaviors that makes understanding the identity and potency of the cells somewhat convoluted in the absence of data to irrefutably track them in vivo during health or injury.

Clinical and Translational Medicine

Glycomics LC MS data sets have convoluted extracted ion chromatograms that are challenging to deconvolve with existing software tools.

Analytical Chemistry

Thus far, the role of targeted therapy in the perioperative management of MIBC is convoluted because of the limited data from clinical studies.

BMC Cancer

a parallel bedding in the Hei60 well core data, at a depth of 2188 m, b small cross-bedding in the Hei120 well core data, at a depth of 2249.55 m, c convoluted bedding in the Hei60 well core data, at a depth of 2189.3 m, d biological perturbation in the Hei60 well core data, at a depth of 2182.4 m.

Journal of Petroleum Exploration and Production Technology

The predicted estradiol serum concentrations (convoluted from in vitro skin permeation data) were compared with the observed serum concentrations for the respective products.

Journal of Controlled Release

From the measured energy dependence of the cross section the width of the electron energy distribution is determined by comparison with theoretical cross-sectional data [12] that are convoluted with Gaussian distributions of different standard deviation.

EPJ Techniques and Instrumentation

We used clean speech convoluted with various impulse responses to generate simulated data for the dereverberation experiment.

EURASIP Journal on Audio, Speech, and Music Processing

Expert writing Tips

Best practice

When describing data, specify the aspect that makes it "convoluted". For example, is it the volume, the relationships between variables, or the way it was collected?

Common error

Avoid using "convoluted data" as a vague descriptor. Instead of simply stating data is "convoluted", explain why it is so. What specific characteristics make it difficult to understand or analyze?

Linguistic Context

The phrase "convoluted data" primarily functions as a noun phrase where "convoluted" modifies the noun "data". According to Ludwig, it describes data that is complex and difficult to understand.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "convoluted data" is a grammatically correct phrase used to describe complex and difficult-to-understand information. According to Ludwig, its primary function is descriptive, often appearing in scientific and technical contexts. While other terms like "complex data" or "intricate data" may serve as simpler alternatives, "convoluted data" effectively conveys a sense of intricacy. When using this phrase, ensure you provide context to why the data is convoluted. Although the number of examples found are rare, its presence in reputable sources validates its usage.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

complex data

Replaces "convoluted" with a more common synonym, "complex", to describe data that is intricate and not easily understood.

intricate data

Substitutes "convoluted" with "intricate", emphasizing the detailed and complex nature of the data.

complicated data

Uses "complicated" as an alternative to "convoluted", highlighting the data's difficulty and complexity.

unclear data

Focuses on the lack of clarity in the data, suggesting it's difficult to interpret.

confusing data

Highlights the data's ability to cause confusion due to its complexity.

incomprehensible data

Emphasizes the data's difficulty to understand or grasp.

Byzantine data

Uses "Byzantine" to describe data that is excessively complicated and difficult to navigate, often implying hidden complexities.

entangled data

Suggests the data is twisted or interwoven, making it hard to follow or analyze.

knotted data

Implies the data is tightly intertwined and difficult to unravel, similar to a knot.

muddled data

Conveys a sense of disorder and lack of clarity in the data.

FAQs

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

You can use "convoluted data" to describe information that is complex and difficult to understand, such as: "The researcher struggled to make sense of the "convoluted data" from the experiment."

What is a simpler way to say "convoluted data"?

Alternatives to "convoluted data" include "complex data", "complicated data", or "intricate data". The best choice depends on the specific nuance you want to convey.

What makes data "convoluted"?

Data can be considered "convoluted" if it has many interconnected elements, is poorly organized, contains inconsistencies, or requires specialized knowledge to interpret. The term suggests a high level of difficulty in understanding the information.

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

Yes, "convoluted data" is appropriate for formal writing, particularly in scientific or technical contexts. However, ensure that the audience understands the term. If clarity is paramount, consider using a more common alternative like "complex data".