a broad spectrum of data

USAGE SUMMARY

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

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

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

GMTV database contains a broad spectrum of data derived from different sources and relates to M. tuberculosis molecular biology, epidemiology, TB clinical outcome, year and place of isolation, and drug resistance profiles.

BMC Genomics

GMTV contains a broad spectrum of data derived from different sources and related to M. tuberculosis molecular biology, epidemiology, TB clinical outcome, year and place of isolation, drug resistance profiles and displays the variants across the genome using a dedicated genome browser.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

53 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

The Mediterranean is a region with a broad spectrum of proxy data, both in time and space that allow climate reconstructions over the past centuries.

Climatic Change

Expert writing Tips

Best practice

When using "a broad spectrum of data", ensure that the types of data you are referring to are varied and relevant to your analysis or argument. This indicates a comprehensive approach and strengthens your conclusions.

Common error

Avoid using "a broad spectrum of data" if your data sources are limited or homogeneous. Overstating the diversity of your data can weaken your credibility.

Linguistic Context

The phrase "a broad spectrum of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It denotes the inclusion of diverse data types in an analysis or study. As Ludwig AI confirms, the phrase is correct and usable.

Expression frequency: Common

Frequent in

Science

65%

News & Media

20%

Formal & Business

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a broad spectrum of data" is a grammatically correct and frequently used phrase, as affirmed by Ludwig AI. It signifies a comprehensive approach to data collection and analysis, implying that diverse data sources have been considered. Predominantly found in scientific and formal contexts, this phrase is useful for conveying thoroughness and analytical rigor. When employing this phrase, it's essential to ensure that the data truly encompasses a wide variety to maintain credibility. Alternatives such as "a wide range of data" or "a diverse array of data" can be used to express similar meanings depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a wide array of information

Emphasizes variety and range, similar to "a broad spectrum of data" but focuses on information rather than data specifically.

a diverse range of datasets

Highlights the diversity within the data and specifies the context as datasets.

a comprehensive set of statistics

Implies a complete and thorough collection of statistical data.

a wide scope of evidence

Focuses on evidence as the primary form of data, suggesting a broader investigative context.

an extensive collection of facts

Stresses the factual nature of the information, suitable when accuracy is key.

a full complement of details

Implies completeness and thoroughness in covering all aspects of a subject.

a complete body of knowledge

Highlights the structured and organized nature of the data, suggesting a more formal and academic setting.

a holistic view of metrics

Emphasizes an integrated perspective across different metrics, useful in business and analytics contexts.

a varied assortment of findings

Suggests a collection of research results that may differ significantly from each other.

an encompassing suite of metrics

Similar to 'holistic view', but specifies metrics as the type of data and suggests a software-related context.

FAQs

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

To effectively use "a broad spectrum of data" in a report, ensure you clearly specify the types of data included and explain how each contributes to your overall analysis. Providing context for each data type strengthens your findings.

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

You can use alternatives like "a wide range of data", "a diverse array of data", or "a comprehensive dataset" depending on the specific context.

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

Yes, "a broad spectrum of data" is appropriate for formal writing, particularly in academic, scientific, and business contexts. It conveys thoroughness and comprehensiveness in data collection and analysis.

What's the difference between "a broad spectrum of data" and "a wide range of data"?

While both phrases are similar, "a broad spectrum of data" emphasizes the diversity and variety of data types, whereas "a wide range of data" focuses more on the extent and scope of the data. The choice depends on whether you want to highlight diversity or overall scope.