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
virtually no information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "virtually no information" is correct and usable in written English.
It can be used to describe a situation where there is an extremely small amount of information available or provided. Example: "After reviewing the report, I found that it contained virtually no information about the project's progress."
✓ 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 examples from authoritative sources
Exact Expressions
60 human-written examples
In this article, we define 'non-informative priors' as prior distributions, that carry virtually no information about the likely true value of a parameter.
Virtually no information has been willingly released.
News & Media
Even the website is po-faced: virtually no information whatsoever.
News & Media
A Democratic contact says that his party received "no consultation, no collaboration, virtually no information".
News & Media
But parents often say they were given virtually no information, let alone choices.
News & Media
The association lists virtually no information about its work on its website.
News & Media
There is virtually no information on the species' diet, despite its undoubted abundance.
Academia
However, there is virtually no information published about the magnitude of TRR for unconventional gas on a global scale.
Typical of the genus Leucopternis, it is very poorly known, with virtually no information on its basic natural history.
Academia
The chat service retains virtually no information from users, including messages and address books, on its servers.
News & Media
Unfortunately due to the relative paucity of studies on teleost immune cells, virtually no information exists on LPC, or ASC diversity in these species.
Science
Expert writing Tips
Best practice
When using "virtually no information", ensure the context clearly indicates what specific information is lacking to avoid ambiguity. For example, specify "virtually no information on the species' diet" instead of simply "virtually no information".
Common error
Avoid using "virtually no information" when some information, however minimal, exists. Instead, consider phrases like "limited information" or "insufficient data" to more accurately reflect the situation.
Source & Trust
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "virtually no information" functions as a quantifier, indicating a near-complete absence of details or data. Ludwig indicates that it is typically used to emphasize a significant lack of knowledge or data regarding a topic.
Frequent in
Science
42%
News & Media
40%
Academia
8%
Less common in
Encyclopedias
2%
Wiki
1%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, the phrase "virtually no information" is a common and grammatically sound way to indicate a near-complete absence of data or details on a particular subject. As verified by Ludwig, it functions as a quantifier, serving the purpose of highlighting a deficiency in knowledge. It is particularly prevalent in scientific and news contexts, and while suitable for various registers, it's crucial to ensure its accurate application, avoiding overstatement when some information exists. Related phrases include "almost no information" or "practically no information". Using "virtually no information" can emphasize a significant gap in understanding, driving the need for further investigation or clarification.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
almost no information
This alternative uses "almost" instead of "virtually", slightly reducing the emphasis on the lack of information.
practically no information
Replaces "virtually" with "practically", conveying a similar sense of near-total absence of information.
essentially no information
Similar to "virtually no information" but employs "essentially" to soften the statement.
scarcely any information
Uses "scarcely any" to express the rarity of available information, shifting the focus to scarcity.
hardly any information
Similar to "scarcely any information", this emphasizes the difficulty in finding any information.
a dearth of information
This option employs "dearth" to indicate a significant lack of information, presenting a more formal tone.
a paucity of information
Similar to "dearth", "paucity" highlights a small quantity of information available.
an absence of information
Directly states that information is missing, providing a straightforward alternative.
little to no information
This phrase offers a softer way to express the near absence of information, using a range.
a lack of sufficient information
Emphasizes that the information is not just missing, but is also inadequate for a specific purpose.
FAQs
What does "virtually no information" mean?
The phrase "virtually no information" indicates that there is extremely little or almost no data, details, or knowledge available about a particular subject or situation.
How can I use "virtually no information" in a sentence?
You can use it to describe a situation where data is lacking, like: "There is "almost no information" available about the long-term effects of this medication."
What are some alternatives to "virtually no information"?
Some alternatives include "scarcely any information", "practically no information", "little to no information", or "a lack of sufficient information" depending on the context.
When is it appropriate to use "virtually no information" versus "limited information"?
"Virtually no information" is suitable when data is almost nonexistent. Use "limited information" when some data exists, but it's insufficient or incomplete. You should only use "virtually no information" if the alternative is overstating the lack of information.
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
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested