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
more data is required
Grammar usage guide and real-world examplesUSAGE SUMMARY
"more data is required" is correct and usable in written English.
You could use it to emphasize the importance of having more information before making a decision. For example, "Before coming to a conclusion, more data is required."
✓ Grammatically correct
Science
News & Media
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
27 human-written examples
This means more data is required to quantify the benefits.
News & Media
Comparison with experimental data for copper and cadmium deposition show that the derived equations appear adequate, although more data is required to make a complete assessment.
Science
Early epidemiological studies suggest promise, however, this is an emerging field and more data is required before we can determine the clinical utility of these measures to improve disease prediction and treatment.
Science
As for the rocket recovery, more data is required to understand why the rocket experienced an RUD.
News & Media
Even so, more data is required to support the SICD as a MRI conditional device (See Fig. 13) [40].
Science
If more data is required a regular search has to be done over a longer time period.
Human-verified similar examples from authoritative sources
Similar Expressions
33 human-written examples
More data are required concerning operability, cost and infrastructure requirements for returning research results, but these should assess not only the cost but also the potential savings and benefits of using genomic information to guide clinical decision-making.
Science
The above wind and temperature estimates must be viewed as preliminary, however, as more data are required to more definitively constrain the fits.
Science
Some authors have speculated that the species is perhaps a migrant and is only present in southwest Mexico during May to September, but more data are required to confirm or deny this hypothesis.
Academia
The first stage is design and implementation of an initial, large station spacing, survey that defines the geophysical response in areas where there is little variation, and also allows identification of areas of interest where more data are required.
Science
Clearly more data are required to craft national policy.
Science & Research
Expert writing Tips
Best practice
When using "more data is required", specify the type of data needed and the reason for needing it to provide context and direction for further investigation. For example, "More data on patient demographics is required to accurately assess treatment effectiveness."
Common error
Avoid using "more data is required" without specifying what kind of data is needed. A vague request can lead to the collection of irrelevant information, wasting time and resources. Be specific about the data parameters and its intended use.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "more data is required" functions as a statement indicating the necessity of additional information for a comprehensive understanding or accurate analysis. As Ludwig AI suggests, it emphasizes the importance of having more information before making a decision.
Frequent in
Science
83%
News & Media
17%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "more data is required" is a grammatically correct and commonly used expression, particularly in scientific and technical contexts. Ludwig AI confirms its usability for emphasizing the need for additional information before reaching a conclusion. It serves as a clear and concise way to indicate that further investigation or analysis is necessary. While "data" is technically plural, modern usage often treats it as singular, making "more data is required" the preferred phrasing. Remember to specify the type of data needed for clarity. The phrase appears most frequently in scientific publications and news reports, indicating a formal and objective tone.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
further information is needed
Replaces "data" with "information" and uses "needed" instead of "required", maintaining a similar level of formality.
additional data are needed
Focuses specifically on "data" but uses "are needed" instead of "is required", maintaining a similar level of formality.
more information is necessary
Substitutes "data" with "information" and "required" with "necessary", keeping the meaning and formality consistent.
further investigation is warranted
Suggests that further inquiry or study is justified based on the current situation.
more evidence is necessary
Replaces "data" with "evidence", implying a need for stronger support for a claim.
further research is needed
Emphasizes the need for more research to gather sufficient data.
we need more data
More direct and slightly less formal way of expressing the need for additional data.
the data is insufficient
Focuses on the inadequacy of the current data, rather than explicitly asking for more.
a larger dataset is needed
Highlights the need for a more comprehensive collection of data.
the analysis is incomplete
Suggests that the current analysis is lacking and needs more data to be comprehensive.
FAQs
How can I use "more data is required" in a sentence?
You can use "more data is required" to express the need for additional information before making a conclusion or decision. For instance, "Before implementing the new policy, "more data is required" to understand its potential impact".
What are some alternatives to saying "more data is required"?
Alternatives include "further information is needed", "additional data are needed", or "more evidence is necessary". The best choice depends on the specific context.
Is it better to say "more data is required" or "more data are required"?
"More data is required" is generally preferred because "data" is often treated as a singular, uncountable noun in modern usage. "More data are required" is grammatically correct but sounds less common.
When is it appropriate to use the phrase "more data is required"?
It's appropriate to use "more data is required" in situations where the available information is insufficient to draw a reliable conclusion, make an informed decision, or support a hypothesis. It's often used in research, analysis, and decision-making contexts.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested