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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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Various data sets

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "Various data sets" is correct and usable in written English.
You can use it when referring to multiple collections of data that may be analyzed or compared. Example: "In our research, we analyzed various data sets to identify trends and patterns in consumer behavior."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Various data sets were simulated from combinations of number of loci, within-genotype variance, sample size, and balance of design.

Science

Genomics

It is demonstrated that the proposed model can successfully capture the quantitative behavior of various data sets in AC and DC electrical settings.

Science

Carbon

The model was tested on various data sets.

Here are links to various data sets and code related to some of my research.

We will be creating 5 10 infographics based on various data sets.

From 1997 to 2002 a monitoring program was carried out and various data sets were collected.

Even the popular press often includes impressive visualizations of various data sets.

Results of the new clustering algorithm shows acceptable performance on various data sets.

We assessed the performance of both fits by designing 'real-life' experiments using various data sets.

The type and content of pathological and clinical annotations have been standardized, among the various data sets, as described in ref. 49.

Science & Research

Nature

The agreement with these various data sets spanning a wide range of temperatures and pressures is reasonably good.

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Expert writing Tips

Best practice

When presenting findings derived from multiple data sources, explicitly state the rationale for selecting those "various data sets" to enhance transparency and credibility.

Common error

Avoid using "various data sets" without specifying their relevance or scope. Clearly define which data collections are included to prevent ambiguity and ensure clarity in your analysis.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "various data sets" functions as a noun phrase, typically serving as the object of a verb or preposition. Ludwig AI confirms its grammatical correctness and usability. Examples show it describing the basis for analysis, comparison, or model validation.

Expression frequency: Very common

Frequent in

Science

64%

Academia

19%

News & Media

14%

Less common in

Formal & Business

3%

Ludwig's WRAP-UP

The phrase "various data sets" is a grammatically correct and very common expression used to refer to multiple collections of data. Ludwig AI confirms its validity and frequent application across diverse fields. It's particularly prevalent in scientific research, academic studies, and news reports, where it serves to justify analytical methods, provide context, or validate claims. While the phrase is generally neutral in tone, specifying the data sets involved is crucial for transparency and clarity.

FAQs

How can I use "Various data sets" in a sentence?

You can use "various data sets" to refer to multiple collections of data used for analysis or comparison. For example, "The study analyzed "various data sets" to identify common trends."

What are some alternatives to saying "Various data sets"?

Alternatives include "diverse data sets", "multiple data collections", or "different data sets". The best choice depends on the specific context and the nuance you want to convey.

Is it better to specify the data sets instead of saying "Various data sets"?

Specifying the data sets is always preferable for clarity and transparency. However, using "various data sets" can be appropriate when a detailed list is unnecessary or impractical, provided the context makes the scope reasonably clear.

When is it appropriate to use "Various data sets" in academic writing?

It's appropriate in academic writing when discussing the methodology or sources of data. For instance, "Various data sets were used to validate the model's accuracy."

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Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: