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
on this data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "on this data" is correct and usable in written English.
It can be used when referring to specific information or statistics that have been provided or analyzed. Example: "Based on this data, we can conclude that our marketing strategy is effective."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
based on this data
according to this data
according to this information
based on these findings
in light of this analysis
with this knowledge
on this level
on this aspect
on this regard
in this respect
regarding this matter
pertaining to this
in this context
on this respect
on this issue
in relation to this
on this relation
regarding this
with respect to this
on this consideration
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
There is no reason to wait based on this data.
News & Media
PrivacyChoice has created Tracking Protection Lists based on this data.
Academia
So why didn't the government keep tighter control on this data?
News & Media
"It is therefore premature to make policy decisions based on this data," Dr. Perriens said.
News & Media
New, innovative services emerge, based on this data.
Science
It doesn't inspire confidence that the government has been sitting on this data since July.
News & Media
Based on this data, we can draw inferences about particular methods of filtering.
Academia
Mr. Putin himself seized on this data point, saying this was the most relevant issue.
News & Media
They then tested several natural-language processing tools on this data set to see how they would treat these statements.
News & Media
You should be managing your people based on this data.
News & Media
"Based on this data I don't see a signal".
News & Media
Expert writing Tips
Best practice
To add impact, replace "on this data" with alternatives such as "according to this data" or "based on these findings" for improved clarity.
Common error
Don't use "on this data" to make sweeping claims that go beyond what the specific data supports. Always ensure your conclusions are directly and logically tied to the information you're referencing.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "on this data" functions as a prepositional phrase, modifying a verb or clause by indicating the basis or foundation for a claim, decision, or observation. It's frequently used to introduce evidence or support an argument as demonstrated in Ludwig's examples.
Frequent in
Science
40%
News & Media
35%
Academia
25%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "on this data" is a versatile and frequently used prepositional phrase that signifies the basis or justification for a statement or action. As Ludwig AI confirms, it's grammatically correct and commonly employed in scientific, academic, and journalistic contexts. To enhance clarity and impact, consider using alternatives like "based on this data" or "according to this information", and always ensure your conclusions are logically supported by the data you reference. The phrase carries a neutral tone, making it suitable for diverse writing styles.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on these findings
Emphasizes the results of a study or investigation.
according to this information
Highlights the source of the knowledge or details.
using this evidence
Focuses on the supportive material used for a conclusion.
from these results
Specifically refers to outcomes or measurements.
given these statistics
Draws attention to numerical data as a basis.
in light of this analysis
Suggests a more thorough examination has been conducted.
considering this input
Highlights that data has been received and considered.
with this knowledge
Emphasizes having an awareness of the specifics.
relying on this data
Indicates a dependence on the integrity of the information.
drawing from this dataset
Refers specifically to using a structured collection of data.
FAQs
How can I effectively use "on this data" in a sentence?
To effectively use "on this data", clearly reference the specific dataset you are referring to and ensure that your conclusions or actions directly stem from that data. For example: "Based on the findings of this research, we can see..." could be replaced with "on this data, we can see...".
What phrases can I use instead of "on this data"?
Alternatives to "on this data" include "based on this data", "according to this data", or "using this data", depending on the specific context and emphasis you wish to convey.
Is there a difference between "on this data" and "based on this data"?
While both phrases are similar, "based on this data" often implies a more direct and foundational connection, whereas "on this data" can be slightly broader, simply indicating that the information is considered.
Can "on this data" be used in both formal and informal contexts?
Yes, "on this data" is versatile and can be used in both formal and informal settings. However, in more formal academic or professional writing, consider using alternatives like "according to this information" or "drawing from this dataset" for added precision and sophistication.
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