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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
tools demonstrate how
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "tools demonstrate how" is correct and usable in written English.
You can use it when discussing the functionality or effectiveness of tools in illustrating a process or concept. Example: "The software tools demonstrate how data visualization can enhance understanding of complex information."
✓ Grammatically correct
Science
News & Media
Alternative expressions(14)
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
Example web applications created with these tools demonstrate how Cytoscape works in modern data visualization workflows built with traditional desktop tools and emerging web-based technologies.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Its current revaluation, using every available technological tool, demonstrates how a diligent local government can keep pace with even a fast-changing real estate market.
News & Media
By using simple computational tools we demonstrate how genetic heterogeneity caused by inversions can be identified, measured and modeled.
Science
In Table 4b the scores of tool recall demonstrate how much of the SVs the tools are able to discover.
Science
It's about short-term tactics – and I'm deeply uncomfortable with a type of politics that is deliberately using people who are already relatively vulnerable, as outsiders, as a tool to demonstrate how tough we are.
News & Media
It offers the conclusion that Americans do not support the Microsoft case, and Mr. Pudner wrote that it was a "powerful" tool "to demonstrate how strongly Americans support Microsoft's position in the lawsuit".
News & Media
Our results suggest that the AOR-index is a sensitive tool to demonstrate how different species respond to particular land-use scenarios.
Science
The "jackprot" is a didactic tool to demonstrate how mutation rate coupled with natural selection suffices to explain the evolution of specialized proteins, such as the complex six-transmembrane (6TM) domain potassium, sodium, or calcium channels.
Using our custom-developed Pairwise Genome Comparison tool, we demonstrate how differences between two user-defined genomes and how insertion of putative prophages can be identified.
Given the multiplicity and greater sophistication of many other cancer models, it is primarily presented as a teaching tool to demonstrate how cancers may result as mutations accumulate in stem cells under a very simple scenario.
Science
We report on the 2006 results of a participatory evaluation using the tool and demonstrate how middle level managers were able to identify and address barriers to integrated HIV/TB/STI service delivery.
Expert writing Tips
Best practice
When using the phrase "tools demonstrate how", ensure the tools being discussed are clearly defined and their function is directly related to the process or concept they are illustrating.
Common error
Avoid claiming a tool can "demonstrate how" something works if it only provides a partial or superficial view. Ensure the tool offers a comprehensive and accurate representation.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "tools demonstrate how" functions as a declarative statement, asserting the illustrative capability of tools in relation to a specific process or concept. Ludwig AI confirms its correctness and usability. Examples in Ludwig show its application in various fields, showcasing the tools' ability to make concepts understandable.
Frequent in
Science
65%
News & Media
25%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "tools demonstrate how" serves as a declaration of a tool's illustrative capability. According to Ludwig AI, the phrase is correct and usable in English. Analysis of example usages extracted by Ludwig reveals its prevalence across the scientific and news domains, showcasing its role in conveying information on various topics. This phrase is best used when explicitly stating a tool's ability to clarify or exemplify a process, with care taken to ensure that the tool's capabilities are accurately represented. Related alternatives include "tools illustrate how" and "tools show how", each offering a subtly different nuance while maintaining semantic closeness.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
tools illustrate how
Replaces "demonstrate" with "illustrate", maintaining a similar meaning but with a slightly different nuance.
tools show how
Substitutes "demonstrate" with "show", offering a more direct and simple alternative.
tools explain how
Replaces "demonstrate" with "explain", emphasizing the clarification aspect.
tools clarify how
Substitutes "demonstrate" with "clarify", highlighting the aspect of making something easier to understand.
tools exemplify how
Replaces "demonstrate" with "exemplify", emphasizing the use of examples.
tools prove how
Substitutes "demonstrate" with "prove", adding a stronger emphasis on verification.
tools highlight how
Replaces "demonstrate" with "highlight", emphasizing specific aspects.
tools reveal how
Substitutes "demonstrate" with "reveal", suggesting a discovery.
tools indicate how
Replaces "demonstrate" with "indicate", offering a more subtle suggestion.
tools teach how
Substitutes "demonstrate" with "teach", shifting the focus to instruction.
FAQs
How can I use "tools demonstrate how" in a sentence?
You can use "tools demonstrate how" to explain the functionality or effectiveness of particular tools in illustrating a process or concept. For example: "The software "tools demonstrate how" data visualization can enhance understanding of complex information".
What are some alternatives to "tools demonstrate how"?
Consider alternatives such as "tools illustrate how", "tools show how", or "tools explain how" depending on the specific nuance you want to convey.
Is it better to say "tools demonstrate how" or "tools show how"?
Both "tools demonstrate how" and "tools show how" are grammatically correct and usable. "Show" is more direct, while "demonstrate" implies a more thorough or convincing presentation.
In what context is "tools demonstrate how" most appropriate?
"Tools demonstrate how" is suitable in contexts where you're discussing the practical application or illustrative capabilities of specific tools, particularly in technical, scientific, or educational settings.
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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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested