wide ranging data

USAGE SUMMARY

The phrase "wide ranging data" is correct and usable in written English.
It can be used to describe data that covers a broad spectrum of topics or areas, indicating diversity and comprehensiveness. Example: "The research study provided wide ranging data on consumer behavior across different demographics."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

The importance of vocabulary has been demonstrated by repeated scientific experiments and wide ranging data analysis studies which show that the strength of a person's business vocabulary is the single measure that is found to predict income - every time.

Huffington Post

The present estimate for Km of 3.48 µmol/l benefits from the wide ranging data sets, incorporation of drug binding, varying microsomal protein concentrations, and incubation times directly in the M-BIM model.

CPT: Pharmacometrics and Systems Pharmacology

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Because the number of synapses contributed by a given axon can vary over a wide range, data at the synapse level do not allow direct inferences about connection weight in terms of neuronal numbers.

Cerebral Cortex

In addition, the method can both provide a wide range of data support and eliminate data errors to a certain extent.

Mechanical Systems and Signal Processing

So ACD/Labs, headquartered in Toronto, Canada, developed computing systems that integrate a wide range of data types when working with big data.

Science Magazine

metabolicMine allows researchers to perform data analysis drawing on a wide range of data sets relevant to metabolic diseases.

Database : the journal of biological databases and curation

Practical results on simulated and real biological data show that the bounds can be computed for wide range of data.

Bioinformatics

Empirical results on simulated and biological data show that our methods are practical for a wide range of data.

Bioinformatics

A wide range of data sources should be used in the monitoring and evaluation process, and this data must specifically assess child-friendly school principles and issues.

Unicef

Many open-source statistical, data-mining, and machine learning software projects give access to a wide range of data processing and modelling algorithms often providing graphical user interfaces.

Journal of Cheminformatics

The Sleipnir library for computational functional genomics provides a wide range of data processing and machine learning algorithms optimized for integrating very large collections of heterogeneous biological data.

Bioinformatics

Expert writing Tips

Best practice

When using "wide ranging data", ensure that the context clearly indicates the scope and relevance of the data being discussed. Be specific about what aspects of the topic the data covers to enhance clarity and impact.

Common error

Avoid using "wide ranging data" without specifying the nature of the data or its relevance to the topic. Overgeneralizing can make your statement vague and less credible. Instead, briefly mention the key areas covered by the data to add substance and demonstrate its value.

Linguistic Context

The phrase "wide ranging data" functions primarily as a descriptive element, modifying a noun. The adjective "wide-ranging" describes the scope or breadth of the "data". As Ludwig AI explains, it indicates that the data covers a broad spectrum of topics or areas.

Expression frequency: Rare

Frequent in

Science

33%

News & Media

33%

Formal & Business

33%

Less common in

Science

0%

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, the phrase "wide ranging data" is grammatically sound and suitable for formal and scientific contexts. According to Ludwig AI, the phrase is correct and usable in written English. Although its occurrence is relatively rare, the expression effectively conveys the concept of comprehensive information spanning multiple areas. When using this phrase, specificity about the data's nature enhances clarity and impact. While alternatives like "extensive data" or "comprehensive data" exist, "wide ranging data" maintains its unique value in describing diverse datasets.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

extensive data

Focuses on the amount of data collected.

comprehensive data

Emphasizes the completeness and thoroughness of the data.

diverse data sets

Highlights the variety and heterogeneity of the data.

broad spectrum data

Implies data covering a wide array of categories.

varied data sources

Stresses the different origins of the data.

all-inclusive data

Underscores that all relevant data is included.

far-reaching data

Indicates that data has broad implications and impacts.

holistic data collection

Focuses on the method of gathering data comprehensively.

full-scale data analysis

Emphasizes the scale of data analysis performed.

complete and detailed data

Highlights data that is both exhaustive and granular.

FAQs

How can I effectively use "wide ranging data" in a sentence?

Use "wide ranging data" to describe information that spans multiple areas or subjects. For instance, "The study utilized "wide ranging data" from various sources to analyze market trends."

What are some alternatives to "wide ranging data"?

Alternatives include "extensive data", "comprehensive data", or "diverse data sets". The best choice depends on the specific aspect you want to emphasize: the amount, completeness, or variety of the data.

Is it better to say "wide-ranging data" or "wide ranging data"?

"Wide ranging data" and "wide-ranging data" are both acceptable, but the hyphenated form, "wide-ranging data", is more common in formal writing as it clarifies that "wide-ranging" is a compound adjective describing data.

What does "wide ranging data" imply about the research or analysis?

"Wide ranging data" suggests that the research or analysis is based on a broad and diverse collection of information, which can lead to more robust and reliable conclusions.