multiple data sets

USAGE SUMMARY

The phrase "multiple data sets" is correct and usable in written English.
You can use it when referring to more than one collection of data that is being analyzed or compared. Example: "In our research, we analyzed multiple data sets to identify trends and patterns in consumer behavior."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Each method shows different characteristics regarding sensitivity, specificity, interference to certain data settings and robustness over multiple data sets.

BMC Genomics

Solid demo showing multiple data sets gathered from a single poll about Scottish independence.

The Guardian

"They are embedded in back-end systems, working at the seams of multiple data sets, with no consumer-facing interface.

The Guardian - Tech

It is useless because those with multiple data sets can easily cross reference them and undo the anonymisation," he said.

The Guardian - Tech

The advantage of our method is to treat correlations between multiple data sets and gives appropriate relevant weights of multiple data sets with mutual correlations.

Astronomy and Computing

Multiple data sets were collected for each combination of gas entry, gas pressure and flow rate.

Surface and Coatings Technology

Damage patterns are identified from STSA of multiple data sets generated for different input torques.

Journal of Sound and Vibration

We analyzed multiple data sets for prognostic applications in lung cancer diagnosis.

Computers in Biology and Medicine

In this study, we used several popular learning algorithms and applied them to multiple data sets.

Journal of Big Data

The proposed method is evaluated with multiple data sets from four different range cameras.

IPSJ Transactions on Computer Vision and Applications

There just wasn't any room for multiple data sets—or even one data set in a scientific journal article.

Science Magazine

Expert writing Tips

Best practice

When using "multiple data sets", ensure each dataset contributes unique and relevant information to your analysis. Avoid redundancy by carefully selecting diverse and complementary sources.

Common error

Avoid using "multiple data sets" without specifying the characteristics or sources of these sets. Provide context on the data's origin and relevance to strengthen your analysis.

Linguistic Context

The phrase "multiple data sets" functions as a noun phrase, acting as the object of a verb or the subject of a clause. As demonstrated by Ludwig, it commonly identifies the existence of more than one collection of data for analysis or comparison.

Expression frequency: Very common

Frequent in

Science

76%

News & Media

20%

Wiki

2%

Less common in

Formal & Business

2%

Ludwig's WRAP-UP

In summary, the phrase "multiple data sets" is a grammatically sound and frequently used term, particularly within scientific and news-related contexts. According to Ludwig AI, it serves to indicate the use of several distinct collections of data in an analysis or study. When using this phrase, it's important to provide context about the data's origin and relevance. Alternatives such as "various datasets" or "numerous data sets" can be used depending on the nuance you wish to convey. Remember to choose diverse and complementary sources to enhance the robustness of your analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

various datasets

Replaces "multiple" with "various", indicating a variety or diversity in the data sets.

numerous data sets

Substitutes "multiple" with "numerous", emphasizing a large quantity of data sets.

several data sets

Uses "several" instead of "multiple", suggesting more than two but not a large number of data sets.

a range of datasets

Replaces "multiple" with "a range of", focusing on the variety present in the data.

a number of data sets

Uses "a number of" instead of "multiple", highlighting that there are several data sets.

diverse data sets

Replaces "multiple" with "diverse", highlighting the heterogeneity of the datasets.

assorted data sets

Emphasizes the varied composition of the different data sets.

many data sets

A simpler substitution, using "many" in place of "multiple".

a multitude of data sets

Replaces "multiple" with "a multitude of", indicating a very large number of data sets.

an array of data sets

Substitutes "multiple" with "an array of", suggesting an organized collection of datasets.

FAQs

How do I use "multiple data sets" in a research paper?

In research, "multiple data sets" are often used to validate findings, compare results across different conditions, or increase the statistical power of an analysis. Clearly describe each dataset and explain how they contribute to your research question.

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

You can use alternatives like "various datasets", "numerous data sets", or "several data sets" depending on the context and desired emphasis.

Is it better to analyze one large dataset or "multiple data sets"?

The choice depends on the research question. A large dataset may provide greater statistical power, while "multiple data sets" can offer broader insights and validation across different populations or conditions. Combining "diverse data sets" is a common method.

How can I effectively manage "multiple data sets" in a project?

Organize your data sets with clear naming conventions and documentation. Use data management tools to track versions, transformations, and sources to ensure reproducibility and accuracy.