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
this data encompasses
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "this data encompasses" is correct and usable in written English.
You can use it when describing the scope or range of information that the data includes. Example: "This data encompasses various demographic factors that influence consumer behavior."
✓ Grammatically correct
Science
News & Media
Academia
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Three sub-themes were abstracted from the data encompassing this focus: accessibility of the manual, providing choice in programme delivery modes, and accessing group support.
Science
Beyond neuroimaging, encoding of provenance, i.e., keeping track of the processes that were applied to the data, encompassing a description of the tools, data flow and workflow parameterization, is a topic of growing interest in science in general.
Science & Research
These two datasets are well-known and distributed with the SplitsTree program [ 43] among the data encompassing the events of reticulate evolution.
Science
There was no support for K = 3, which was unexpected given that the data encompassed two morphologically distinct species and spatial structure had already been indicated.
Science
This data set encompasses a total of 4, 131 protein sequences with lengths ranging from 14 to 2, 358 aminoacids.
This data set encompasses >450 strains, >29 000 variations making it the most comprehensive compendium of genomic variations in MTBC till date.
This data source encompasses information about diagnoses, treatments, discharges and further information of hospital residents, including – for deceased persons only – full date of birth.
Science
Taking into account that each of these quantified proteins contains eight distinct cell-line measurements, this data set encompasses 174 704 quantitative ratios each measured in triplicate across the biological replicates.
Science
That number, based on Bureau of Labor Statistics data, encompasses workers across the US economy, not just the S&P 500 companies.
News & Media
The data encompasses 55 series from the Atlanta Fed's GDPNow™ data.
Academia
Big data encompasses everything from clickstream data from the Web to genomic and proteomic data from biological research and medicine.
Expert writing Tips
Best practice
When using "this data encompasses", ensure that the data you're describing truly includes all the elements or aspects you're implying. Be specific about what the data covers to avoid ambiguity.
Common error
Avoid using "this data encompasses" if the data only covers a limited or specific subset of information. Overstating the scope can mislead your audience about the completeness of your data.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "this data encompasses" functions as an introductory phrase to define the scope and content of a dataset. According to Ludwig AI, the phrase is correct and usable in written English.
Frequent in
Science
33%
News & Media
33%
Academia
33%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "this data encompasses" is a grammatically correct and functional way to introduce the scope of a dataset. While Ludwig AI confirms its usability, it is crucial to use it accurately, avoiding overstatements about the data's coverage. Suitable alternatives include "this data includes", "this data covers", and "this data comprises", each carrying slightly different nuances. The phrase typically appears in neutral to formal contexts, spanning science, news media, and academic writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
this dataset includes
Replaces "encompasses" with "includes", focusing on simple inclusion.
this data contains
Uses "contains", focusing on the presence of certain elements within the data.
this information covers
Uses "covers" instead of "encompasses", suggesting a broader overview.
this data incorporates
Employs "incorporates", highlighting the integration of different elements into the data.
this data spans
Employs "spans", indicating the data extends across a range of topics or elements.
this data comprises
Replaces "encompasses" with "comprises", indicating the data is made up of specific components.
this data entails
Replaces "encompasses" with "entails", suggesting the data involves specific aspects.
this data embraces
Replaces "encompasses" with "embraces", suggesting a comprehensive and inclusive approach.
this data consists of
Breaks down the data by stating what it "consists of", giving a detailed view.
the scope of this data is
Shifts the focus to the "scope" of the data, defining its boundaries.
FAQs
How can I use "this data encompasses" in a sentence?
Use "this data encompasses" to introduce the range or scope of the information you are presenting. For example, "This data encompasses demographic information, purchasing history, and website activity."
What can I say instead of "this data encompasses"?
You can use alternatives like "this data includes", "this data covers", or "this data comprises" depending on the specific meaning you want to convey.
Is it better to use "this data encompasses" or "this data includes"?
"This data encompasses" suggests a more comprehensive coverage, while "this data includes" simply indicates that certain elements are part of the data. Choose the phrase that best reflects the actual scope of your data.
What's the difference between "this data encompasses" and "this data entails"?
"This data encompasses" means the data contains or includes something, while "this data entails" suggests that the data involves or necessitates certain factors or considerations. The choice depends on whether you're describing inclusion or implication.
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
4.1/5
Expert rating
Real-world application tested