entire dataset

USAGE SUMMARY

The phrase "entire dataset" is correct and usable in written English.
You can use it when referring to the complete collection of data points or information gathered for analysis or research purposes. Example: "To ensure accurate results, we need to analyze the entire dataset before drawing any conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"It took a while longer to de-anonymise the entire dataset, but… [I] had it done within an hour.

The Guardian - Tech

The Jupyter notebook Clustergrammer_CCLE_Notebook.ipynb investigates several tissues and generates a global overview of the entire dataset.

Nature

An online resource http://mulvdb.org allows customized queries of the entire dataset.

Nature

For the first analysis, the entire dataset (n = 28) was used.

Nature

Using the entire dataset, PCA analysis was performed using the R-package "prcomp".

Nature

We established an accuracy ranking system for the entire dataset to test for consistency.

Nature

The overall performance of FRAGFOLD-IDP on the entire dataset is presented in Fig. 1.

Nature

The drawback of using SVD on the entire dataset, however, is the high computational complexity involved.

Neural Networks

The entire dataset, one of the largest of diffuse CO2 degassing ever produced, is made available for the scientific community.

Nature

Rule-based data validation was performed through the entire dataset to ensure data integrity and internal consistency.

Nature

Map of Solfatara diffuse degassing structure (DDS) based on the entire dataset of CO2 fluxes from 1998 to 2016.

Nature

Expert writing Tips

Best practice

When referring to a dataset in your writing, ensure that the use of "entire dataset" is accurate. Double-check that you're indeed referring to the complete, unaltered set of data points, especially after filtering or cleaning the data.

Common error

Don't automatically assume that "entire dataset" refers to the raw, unedited data. Always clarify if you're referring to the initially collected data or a processed version. For example, you might state: "The analysis focused on the "entire dataset" after removing outliers."

Linguistic Context

The phrase "entire dataset" functions as a noun phrase, typically serving as the object of a verb or the subject of a clause. It identifies the complete collection of data being referred to, emphasizing its all-encompassing nature. Ludwig AI confirms its widespread use across different types of sources.

Expression frequency: Very common

Frequent in

Science

79%

News & Media

12%

Formal & Business

9%

Less common in

Ludwig's WRAP-UP

In summary, "entire dataset" is a grammatically sound and frequently used noun phrase that denotes the complete collection of data for analysis. As Ludwig AI confirms, it sees consistent use across different contexts, particularly in scientific and technical domains. While alternatives such as "complete dataset" or "full dataset" exist, "entire dataset" effectively conveys comprehensiveness and is appropriate for professional and academic writing. Remember to verify the accuracy of your data reference, ensuring that "entire dataset" truly reflects the scope and nature of your data set.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

complete dataset

Replaces "entire" with "complete", emphasizing the inclusion of all data points.

full dataset

Substitutes "entire" with "full", stressing the comprehensive nature of the dataset.

complete data set

Spacing 'dataset' into two words 'data set' does not alter its meaning, still represents the full data.

overall dataset

Changes "entire" to "overall", focusing on the dataset as a whole.

total dataset

Replaces "entire" with "total", indicating the cumulative amount of data.

comprehensive dataset

Substitutes "entire" with "comprehensive", highlighting the dataset's thoroughness.

whole dataset

Replaces "entire" with "whole", denoting the entirety of the data.

aggregate dataset

Replaces "entire" with "aggregate", which implies that smaller datasets have been combined.

global dataset

Changes "entire" to "global", suggesting a comprehensive scope and scale of data.

master dataset

Replaces "entire" with "master", which means that it is the original set of data.

FAQs

How can I use "entire dataset" in a sentence?

You can use "entire dataset" to refer to the complete collection of data for analysis. For example: "The model was trained using the "entire dataset" to ensure comprehensive learning."

What's the difference between "entire dataset" and "sample dataset"?

"Entire dataset" refers to the complete set of data, while "sample dataset" refers to a subset of data used to represent the whole. Using a sample dataset can be faster and more efficient for initial testing.

Are there alternatives to using the phrase "entire dataset"?

Yes, you can use alternative phrases such as "complete dataset", "full dataset", or "overall dataset" depending on the specific context and emphasis you want to convey.

When should I use "entire dataset" vs. "total dataset"?

Both phrases are often interchangeable, however ""entire dataset"" often emphasizes the completeness of the data, while "total dataset" might highlight the cumulative or aggregated nature of the information.