Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
dataset that consists of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "dataset that consists of" is correct and usable in written English.
You can use it when describing the components or elements that make up a dataset in a technical or academic context. Example: "The dataset that consists of various demographic information will be analyzed to identify trends in consumer behavior."
✓ Grammatically correct
Science
Alternative expressions(4)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
22 human-written examples
Both models were estimated using a large dataset that consists of 60 work zones in New Jersey.
In so doing, we use a unique dataset that consists of the universe of Uruguay's export transactions over the period 2002 2011 and includes precise information on the actual time it took for each of these transactions to go through customs.
Figure 11 shows the design matrix for the false belief dataset that consists of five conditions.
Science
In conclusion, constructing a training dataset that consists of various noise environments is sufficient for the GMM training in practice.
The algorithm is computationally efficient and is advantageous on a dataset that consists of compact and well-separated clusters [8].
It is a widely used benchmark dataset that consists of 60,000 32 × 32 color images in ten classes.
Human-verified similar examples from authoritative sources
Similar Expressions
38 human-written examples
Models were developed with a training dataset that consisted of data from 2008 to 2011; they were then independently validated with a test dataset from 2012.
Science
Our method was evaluated on a dataset that consisted of 504 cases of real two-exposure dual-energy subtraction chest radiographs (404 cases for training and 100 cases for test).
Science
In our analysis we are using a dataset that consist of more than 100 million publicly shared geotagged photographs took during a period of 10 years.
Science
This excluded a total of 2088 subjects (1277 cases and 811 controls) leaving a HLA-DRB1*15:01 dataset that consisted of 1075 cases and 2363 controls.
Science
Our sampling of gardens (n = 17) and dumps (n = 17) from lab-maintained colonies and field-collected gardens (n = 9) and dumps (n = 19) from five mature colonies of Atta colombica resulted in a complete dataset that consisted of 156 lipid markers (Table S2).
Science
Expert writing Tips
Best practice
When describing a dataset, be specific about the types of data it contains. For example, instead of saying "a dataset that consists of information", specify "a dataset that consists of demographic and financial data".
Common error
Avoid using redundant phrases such as "a dataset that consists of data". It's already implied that a dataset contains data. Instead, focus on describing the specific types of data within the dataset.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "dataset that consists of" functions as a descriptive phrase, specifying the composition of a dataset. As Ludwig AI shows, it clarifies what elements are included within the dataset. This phrase is commonly used in technical and academic writing to define the contents of a data collection.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "dataset that consists of" is a grammatically correct and acceptable way to describe the components of a dataset. Ludwig AI analysis indicates that it's primarily used in formal, scientific and technical contexts to clearly define the contents of a data collection. While there are more concise alternatives like "dataset comprising", this phrase effectively conveys the specific elements included in the dataset. While less frequent, its clarity makes it valuable in technical writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
dataset comprising
This alternative uses a single word, "comprising", to express the idea of the dataset's composition, making it more concise.
dataset composed of
Similar to "made up of", this alternative indicates the constituent parts of the dataset with a slightly more formal tone.
dataset made up of
This alternative uses a more informal and common phrasing to indicate the components of the dataset.
dataset constituted of
This alternative is a more formal variation of "composed of", highlighting the elements that form the dataset.
dataset including
This alternative suggests that the dataset contains the listed items, but may not be limited to only those items.
dataset containing
This alternative focuses on the dataset's contents, similar to "including", but with a slightly more formal tone.
dataset encompassing
This alternative suggests the dataset covers or includes a wide range of items or data points.
dataset featuring
This alternative highlights the key components or characteristics present within the dataset.
dataset with
This alternative offers a simpler and more direct way to indicate the presence of certain elements in the dataset.
dataset characterized by
This alternative emphasizes the defining attributes or features that make up the dataset.
FAQs
How to use "dataset that consists of" in a sentence?
You can use "dataset that consists of" to describe the components of a dataset, for example: "The dataset that consists of patient records will be used for analysis."
What can I say instead of "dataset that consists of"?
You can use alternatives like "dataset comprising", "dataset made up of", or "dataset including" depending on the context.
Which is correct, "dataset that consists of" or "dataset consisting of"?
Both "dataset that consists of" and "dataset consisting of" are grammatically correct, but "dataset consisting of" is often more concise. The meaning is the same.
What's the difference between "dataset that consists of" and "dataset containing"?
"Dataset that consists of" specifies all the components of the dataset, while "dataset containing" implies it includes those components, but may contain others as well.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested