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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
based upon the data that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based upon the data that" is correct and usable in written English.
You can use it when introducing a conclusion, analysis, or decision that relies on specific data or information. Example: "Based upon the data that we collected from the survey, we can conclude that customer satisfaction has improved."
✓ Grammatically correct
Science
News & Media
Alternative expressions(2)
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
1 human-written examples
"The record companies are overcharging," Iyengar says, based upon the data that he collected.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
Based upon the data above, it appeared that IsdB mediated immunity induced a robust Th17 (IL-17A), as opposed to a Th1 (IFN-γ), or Th2 (IL4) response in the CB-17 mice.
Based upon the data presented here, we propose that targeting KIT may be a rational approach to treatment of canine GISTs as well.
Science
1) Based upon the data presented the authors conclude that these cells can become targets for CTL even if the expression level of MHC class I molecules is below the detection limit by using flow cytometry.
Science
Based upon the data it can be assumed that a further reduction of injuries could be reached by appropriate preparation for the competition, including the F-MARC prevention programme 'the 18+', 18 strict application of the laws of the game by referees, and finally by changing attitudes towards 'fair play' by the coaches and players.
Based upon the data presented here we would suggest that modulation of PPARγ signaling by glitazone drugs be considered as an addition to anti-oxidant diets to inhibit progression of HGPIN to prostate cancer.
"From an operational perspective, the system allows businesses… to easily define and evolve policies that adapt to changing circumstances (i.e. threat landscape), either automatically based upon the data analysis or manually (by security ops team) based upon other intelligence".
News & Media
These limitations to conventional surveillance for SSI have prompted the development of surveillance methods based upon automated data that are routinely collected during the delivery of, or payment for, healthcare.
For a brief period, the protocol was amended to enroll patients who had previously received first-line chemotherapy, but this was revised back to the original criteria of no prior therapy for metastatic disease based upon preclinical data that suggested that YM155 was a p-glycoprotein substrate.
The fundamental flaw in the president's argument is, of course, that his "scorecard" will be based upon research data that are often unreliable or nonexistent.
News & Media
These recommendations are largely based upon observational data that suggest that low protein intake as well as markers of PEW is associated with increased mortality.
Science
Expert writing Tips
Best practice
When using "based upon the data that", ensure the data being referenced is clearly defined and accessible to the reader. Provide specific citations or references to the data sources to enhance credibility.
Common error
Avoid using "based upon the data that" without actually presenting or referencing the data. Ensure that your claims are directly supported by the data you mention to maintain transparency and trustworthiness.
Source & Trust
80%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based upon the data that" functions as a prepositional phrase introducing a clause that specifies the evidentiary foundation for a claim or conclusion. It signals that the information presented is grounded in empirical evidence. Ludwig AI confirms its usability in written English.
Frequent in
Science
61%
News & Media
33%
Formal & Business
6%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "based upon the data that" is a grammatically sound phrase used to indicate that a statement or conclusion is supported by specific data. As verified by Ludwig AI, it functions as a prepositional phrase introducing a clause of evidentiary support. While slightly more formal than alternatives like "based on", it effectively enhances credibility by explicitly linking claims to empirical evidence. This phrase is frequently found in scientific, news, and formal business contexts, signaling its suitability for analytical and evidence-based writing. While its use is not extremely frequent, understanding its function and appropriate contexts will strengthen your writing's precision and persuasive power.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to the data that
Replaces "based upon" with "according to", changing the preposition but maintaining the core meaning.
in view of the data that
Uses "in view of" instead of "based upon", suggesting the data is being considered.
in light of the data that
Uses "in light of" instead of "based upon", emphasizing consideration of the data.
given the data that
Substitutes "based upon" with "given", highlighting the data as a premise.
considering the data that
Employs "considering" to show the data is being taken into account.
relying on the data that
Emphasizes dependence on the data for a conclusion or action.
on the basis of the data that
Replaces "based upon" with "on the basis of", offering a more formal alternative.
from the perspective of the data that
Shifts the focus to the data's viewpoint, implying analysis.
as indicated by the data that
Highlights that the data serves as an indicator or sign.
deriving from the data that
Emphasizes that something is originating or coming from the data.
FAQs
What does "based upon the data that" mean?
The phrase "based upon the data that" means that a conclusion, analysis, or decision is derived from or supported by specific data or information. It indicates that the data serves as the foundation or justification for the statement being made.
What can I say instead of "based upon the data that"?
You can use alternatives like "according to the data that", "in light of the data that", or "given the data that" depending on the context.
Is it better to say "based on the data that" or "based upon the data that"?
Both "based on the data that" and "based upon the data that" are grammatically correct. "Based on" is more common and generally preferred in modern usage, but "based upon" is also acceptable, particularly in more formal contexts.
How do I use "based upon the data that" in a sentence?
You can use "based upon the data that" to introduce a statement that is supported by specific data. For example, "Based upon the data that we collected, we can conclude that customer satisfaction has improved."
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
80%
Authority and reliability
4.3/5
Expert rating
Real-world application tested