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
As demonstrated by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "As demonstrated by" is correct and usable in written English.
It can be used to introduce evidence or examples that support a statement or argument. Example: "The results of the experiment were conclusive, as demonstrated by the consistent data collected over several trials."
✓ Grammatically correct
News & Media
Science
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
58 human-written examples
The BDS movement is clearly making waves, as demonstrated by the impact it had on SodaStream.
News & Media
As demonstrated by Labour's recent stumbles in the polls, Britons badly want more.
News & Media
As demonstrated by the examples above, case-by-case censorship tends to be oppressive or plain daft.
News & Media
As demonstrated by the reaction in parliament, violence against women and girls is justified by tradition and religion.
News & Media
As demonstrated by his most recent recording, "The Company You Keep," his strong storytelling and songwriting abilities are still intact.
News & Media
As demonstrated by the visits, the council is pressing for her release.
News & Media
As demonstrated by our results, this is not the case.
Science
As demonstrated by previous seismic microzoning studies (Lebrun et al).
As demonstrated by the MacBook Pro with Retina Display's price, the ultra high-resolution display is a costly component.
News & Media
"First, as demonstrated by the stock market downturn, we could end up losing the money.
News & Media
Thankfully, as demonstrated by campaigns such as 10 10 and 350.org, people are already mobilising.
News & Media
Expert writing Tips
Best practice
Avoid overuse of "As demonstrated by" in close proximity. Vary your introductory phrases to maintain reader engagement and prevent redundancy.
Common error
Don't use "As demonstrated by" without providing specific and relevant evidence immediately following the phrase. Ensure the example directly supports the point you are making, otherwise the phrase loses its impact and can confuse the reader.
Source & Trust
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "As demonstrated by" serves as an introductory phrase that functions to introduce evidence or examples to support a claim or statement. It signals that the following information will provide proof or clarification, as supported by Ludwig AI.
Frequent in
News & Media
72%
Science
21%
Formal & Business
7%
Less common in
Wiki
0%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "As demonstrated by" is a versatile introductory phrase used to present evidence or examples that support a claim. Ludwig AI affirms its grammatical correctness and widespread usage across various contexts. While suitable for both formal and informal writing, it is most commonly found in news and media, as well as scientific contexts. To enhance clarity and avoid redundancy, consider using synonyms like "as evidenced by" or "as shown by". Ensure that the evidence presented directly supports the preceding statement to maintain the phrase's effectiveness.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
As evidenced by
Emphasizes the provision of evidence to support a claim.
As shown by
Suggests a clear and direct display of information.
As illustrated by
Highlights the use of examples to clarify a point.
As indicated by
Implies that something serves as a sign or signal.
As revealed by
Suggests that something was previously hidden or unknown.
In light of
Highlights the consideration of a particular fact.
Considering
Presents evidence as part of an overall consideration.
Based on
Indicates that a conclusion or statement is founded on specific evidence.
Exemplified by
Focuses on a specific instance that embodies a general principle.
To illustrate
Directly introduces an example.
FAQs
How can I use "As demonstrated by" in a sentence?
Use "As demonstrated by" to introduce examples or evidence that support a statement or argument. For example, "The effectiveness of the new policy is "as demonstrated by" the increased productivity rates."
What are some alternatives to "As demonstrated by"?
Some alternatives include "as shown by", "as evidenced by", and "as illustrated by". The best choice depends on the specific context and the nuance you want to convey.
Is it better to use "As demonstrated by" or "As shown by"?
Both phrases are acceptable, but "As demonstrated by" emphasizes the act of proving something through evidence, while "as shown by" simply indicates that something is visible or apparent.
Can "As demonstrated by" be used in formal and informal writing?
"As demonstrated by" is suitable for both formal and informal writing, although it's more commonly found in formal contexts due to its precise and evidentiary tone. In informal settings, consider using "as shown by" as a more conversational option.
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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
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested