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 contains
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "dataset contains" is correct and usable in written English.
You can use it when describing the contents or elements included within a dataset in a technical or academic context. Example: "The dataset contains information on various species of plants, including their growth conditions and geographical distribution."
✓ Grammatically correct
Science
Academia
News & Media
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
60 human-written examples
In total the OceanRAIN 1.0 dataset contains 8867.6 mm precipitation accumulation.
Science & Research
The pre-deployment dataset contains expression measures on 22034 transcripts.
Science & Research
The dataset contains trees, planting sites and stumps.
This dataset contains open source de... United States.
This dataset contains the Sonoma County school district boundaries.
The herewith published dataset contains all images and spectra used for this model.
Science & Research
The "dense" dataset contains 161 compounds.
Science
This dataset contains approximately 500,000 emails.
The dataset contains 308 news articles.
Science
In total the dataset contains 59 observations.
Science
The Leukemia dataset contains 72 observations.
Science
Expert writing Tips
Best practice
When describing a dataset, be specific about what the dataset contains to provide clear context for your audience.
Common error
Avoid simply stating that a dataset "contains data". Specify the type of data, key variables, and any relevant characteristics to give readers a more informative overview.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "dataset contains" functions as a declarative statement to describe the content or components included within a particular dataset. As Ludwig AI confirms, this is a standard and acceptable construction.
Frequent in
Science
70%
Academia
20%
News & Media
10%
Less common in
Ludwig's WRAP-UP
In summary, "dataset contains" is a grammatically correct and very common phrase used to describe the contents of a dataset. Ludwig AI supports its validity and widespread use, especially in scientific and academic writing. While alternatives like "dataset includes" and "dataset comprises" exist, "dataset contains" is a reliable and direct way to convey information about a dataset's contents. When using this phrase, it's best to be specific about what the dataset contains to provide clarity. This phrase is prevalent in science and academic contexts.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
dataset includes
Replaces "contains" with a direct synonym, maintaining a similar level of formality and meaning.
dataset comprises
A more formal alternative to "contains", suitable for technical or academic writing.
dataset features
Focuses on the prominent aspects or characteristics that the dataset presents.
dataset encompasses
Implies a more comprehensive inclusion than "contains", suggesting a wider scope.
dataset holds
A simple substitution for "contains", suitable for general use.
dataset provides
Highlights the dataset's role in supplying certain information or elements.
dataset details
Emphasizes the specific information present within the dataset.
dataset specifications
Focuses on technical aspects, like the nature and format of the included parameters.
dataset registers
Suggests that the dataset actively records or documents the information.
dataset documents
Indicates that the dataset presents and describes information in a structured manner.
FAQs
How to use "dataset contains" in a sentence?
Use "dataset contains" to introduce the elements or information included within a dataset. For instance, "The dataset contains data on customer demographics, purchase history, and website activity."
What can I say instead of "dataset contains"?
You can use alternatives like "dataset includes", "dataset comprises", or "dataset features" depending on the specific context and the level of formality required.
Is it grammatically correct to say "dataset contains"?
Yes, "dataset contains" is grammatically correct. "Contains" agrees with the singular noun "dataset". The phrase is widely accepted and used in technical and academic writing.
What's the difference between "dataset contains" and "dataset provides"?
"Dataset contains" simply states that the dataset includes certain information. "Dataset provides" emphasizes that the dataset offers or supplies that information, highlighting its utility.
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested