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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
no data exists
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "no data exists" is correct and usable in written English.
It can be used in contexts where you want to indicate that there is an absence of information or records on a particular subject. Example: "After conducting the research, we found that no data exists to support the hypothesis."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(20)
data is unavailable
information is lacking
there is no data
no information available
the evidence is missing
no information is available
there are no repercussions
there are no presentations
there are no orders
there is no documentation
the specifics are unclear
no documentation exists
knowledge is absent
there are no declarations
there are no material
there are no records
nothing is documented
no documentation is available
details are unknown
access is denied
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
But no data exists to verify such a trend, according to the institute, a nonpartisan research organization.
News & Media
For one thing, no data exists on arrests not made, criminal charges not brought or sentences not imposed.
News & Media
Currently, no data exists comparing prophylactic mastectomy vs. surveillance vs. chemoprevention.
Science
No data exists to track those who have been nudged or pushed out of the neighborhood in recent years.
News & Media
No data exists regarding the uptake of influenza vaccination in patients with heart failure (HF) in India.
Science
But almost no data exists so far on whether this harm ultimately leads to falls in overall bee populations, the scientists found.
News & Media
Ginger is one of the most commonly used herbal medicines for irritable bowel syndrome (IBS) but no data exists about its effectiveness.
Currently, no data exists in the literature for investigating the influence of rotational deformation on the lateral response of U-FREI, to the best of authors' knowledge.
Science
Often, causality cannot be substantiated, because no data exists to allow comparison of earthquake occurrence before and after the reservoir was filled.
Encyclopedias
Although no data exists specifically for how long into the new year healthy diets will last, looking at new diets more generally it seems many do have an upper time limit.
News & Media
Although no data exists on the nature and concentration of organics on Mars during the Noachian, it is considered that organic matter on Mars was globally rare at that time and thus, no carbon source was added in vials.
Science & Research
Expert writing Tips
Best practice
When using "no data exists", clearly define the scope of the data you are referring to. This provides context and avoids ambiguity. For example, "No data exists regarding the long-term effects of this treatment."
Common error
Avoid using "no data exists" when only limited data is available. Instead, acknowledge the existing data and describe its limitations. This maintains accuracy and credibility.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "no data exists" functions as an assertion of the absence of information. It's primarily used to indicate that there are no records, studies, or evidence available on a specific topic. Ludwig AI confirms that the phrase is grammatically correct and widely used.
Frequent in
Science
54%
News & Media
35%
Encyclopedias
2%
Less common in
Formal & Business
0%
Reference
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "no data exists" is a grammatically sound and commonly used expression to indicate the absence of information or records on a particular subject. Ludwig AI affirms its correctness and usability in written English. It's most prevalent in scientific, news, and encyclopedic contexts and is useful for highlighting gaps in knowledge or areas requiring further research. When employing this phrase, ensure clarity regarding the scope of the missing data to maintain accuracy and avoid overstatement. Consider using alternatives like "data is unavailable" or "information is lacking" for variety and emphasis.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
there is no data
A simple rephrasing of the original phrase, using 'there is' construction.
data is unavailable
Replaces 'exists' with 'is unavailable', indicating the data is not accessible.
no information available
A more concise way of stating that there is no available information.
information is lacking
Uses 'information' instead of 'data' and 'lacking' to highlight the absence of information.
the data is absent
Emphasizes the absence of data using the word 'absent'.
data are nonexistent
Emphasizes that the data does not exist at all, using the term 'nonexistent'.
data is non-existent
Uses "non-existent" adjective to describe data. Indicates the data does not exist at all.
no records are available
Focuses on the lack of records instead of data.
the evidence is missing
Replaces 'data' with 'evidence', suitable when discussing supporting facts.
there's a dearth of data
Uses 'dearth' to indicate a scarcity or lack of data, which is more formal.
FAQs
What does "no data exists" mean?
The phrase "no data exists" means that there is a complete absence of information or records on a particular topic or subject. It indicates that no data has been collected, recorded, or found to support or refute a claim or understanding.
What are some alternatives to "no data exists"?
Alternatives include "data is unavailable", "information is lacking", or "there is no data". The best choice depends on the specific context.
Is it more appropriate to say "no data exist" or "no data exists"?
While "data" can be treated as either singular or plural, in formal writing, it's generally better to use "no data exists" treating "data" as a singular mass noun. Using "no data exist" is grammatically acceptable but less common.
How can I use "no data exists" in a sentence?
You can use "no data exists" to highlight a gap in knowledge or research. For example, "Although there are many theories, "no data exists" to definitively prove which one is correct."
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested