broad spectrum of data

USAGE SUMMARY

The phrase "broad spectrum of data" is correct and usable in written English.
It can be used when referring to a wide variety or range of data types or sources in a particular context. Example: "The research study analyzed a broad spectrum of data, including surveys, interviews, and observational studies."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

The large scale and the broad spectrum of data allow the detection and validation of relevant biomarkers for personalised medicine.

Insights into Imaging

Both the biomass and bioenergy technology inventories will have their own unique sets of uncertainties, due to the broad spectrum of data sources and different disciplines used to derive such data.

Energy, Sustainability and Society

While this brief scanning by the TR may provide an explanation for the feeble TR/pMHC interactions alluded to earlier, it becomes increasingly important to understand the minute aspects of this vital binding over a broad spectrum of data.

Plosone

Although a broad spectrum of data has been collected for L. sphaericus, there is limited genome sequence available.

BMC Genomics

This review describes several outstanding problems in brain functional connectomics with the goal of engaging researchers from a broad spectrum of data sciences to help solve these problems.

GigaScience

Finally, FIS, and not the physicians, was inquired with hypothetical cases, covering a broad spectrum of data, to obtain its lung injury severity diagnoses as an output.

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

The proposed model bears some resemblance to zinc models developed in physiological studies but depicts a finer division of systemic zinc and is based on a broader spectrum of data than previous models.

Science of The Total Environment

Using trained data collectors at each site, a broad spectrum of information was obtained, including data on health status, medical history, sociodemographic data, socioeconomic status and social support.

Genome Medicine

This project has thus archived and mapped a broad spectrum of biomass data from CoML projects from around the world, added data from a number of previous comprehensive reviews, and, as a result, produced maps of biomass of a limited number of size groups living on the sea floor on a world wide basis.

Plosone

It has the potential to collect a broad spectrum of precise data [52].

Environmental Sciences Europe

This summer, 70 undergraduates and 27 graduate student mentors participated in a broad spectrum of interdisciplinary data projects as part of the Data+ Summer Program at Duke, which is run by the Information Initiative @Duke in partnership with SSRI, MedX, and other Duke departments, Initiatives, and industry sponsors.

Duke University

Expert writing Tips

Best practice

When describing the scope of a study or analysis, use "broad spectrum of data" to convey that a wide variety of data types were considered. For example, "The analysis utilized a "broad spectrum of data", including financial reports, customer surveys, and market trends."

Common error

Avoid using "broad spectrum of data" when the data is actually quite narrow or specific. Using the phrase inaccurately can mislead your audience about the depth and variety of your sources.

Linguistic Context

The phrase "broad spectrum of data" functions as a noun phrase, typically serving as the object of a verb or preposition. Ludwig AI indicates that this phrase is grammatically correct and usable in written English. It describes the comprehensive nature of information considered in a particular context.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

25%

News & Media

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "broad spectrum of data" is a grammatically correct and usable expression that describes a wide variety of data types or sources. As Ludwig AI confirms, it is appropriate for formal and scientific contexts, emphasizing the comprehensive nature of information being considered. While alternatives like "wide range of data" or "diverse array of data" exist, this phrase is particularly effective in academic, scientific, and professional settings to convey thoroughness. It's important to ensure the phrase accurately reflects the actual scope of data used to avoid misleading the audience.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

wide range of data

Emphasizes the extensive scope and variety of the data.

diverse array of data

Highlights the heterogeneity and varied nature of the data.

comprehensive set of data

Indicates that the data is complete and thorough.

extensive collection of data

Focuses on the large quantity of data gathered.

varied assortment of data

Stresses the different types and categories within the data.

wide-ranging data set

Implies that the data covers many different areas or topics.

comprehensive data portfolio

Suggests a well-rounded and complete collection of data assets.

inclusive range of data

Emphasizes that the data includes a wide representation of different elements.

complete body of data

Indicates a full and exhaustive compilation of relevant data.

holistic data overview

Focuses on the data providing a complete and integrated perspective.

FAQs

What does "broad spectrum of data" mean?

The phrase "broad spectrum of data" refers to a wide variety of data types or sources used in a particular context, such as research, analysis, or decision-making. It indicates that the information considered is diverse and comprehensive.

How can I use "broad spectrum of data" in a sentence?

You can use "broad spectrum of data" to describe the range of information used in a project. For example, "The research study analyzed a "broad spectrum of data", including surveys, interviews, and observational studies."

What are some alternatives to "broad spectrum of data"?

Alternatives include "wide range of data", "diverse array of data", or "comprehensive set of data". The best choice depends on the specific context.

Is it appropriate to use "broad spectrum of data" in formal writing?

Yes, "broad spectrum of data" is suitable for formal writing, especially in academic and professional contexts where detailed and comprehensive analysis is discussed. However, ensure it accurately reflects the scope of data used.