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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
additional data required
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "additional data required" is correct and usable in written English.
It can be used in contexts where more information or data is needed to proceed with a task or decision. Example: "Before we can finalize the report, we need to gather additional data required for our analysis."
✓ Grammatically correct
Science
Formal & Business
News & Media
Alternative expressions(14)
more data is needed
further information is necessary
more evidence is required
more input is needed
further details are needed
additional details are necessary
further information needs
need for more information
further information requested
further information needed
additional effort required
additional information required
subsequent information needed
further details needed
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
6 human-written examples
The role of non-fusion tests is increased now to provide additional data required for DEMO blanket construction and qualification.
Given the computational complexity and additional data required for a pathway model, a balance must be struck between transparency and flexibility when choosing the modelling approach in each context.
Science
MAB conceived and managed the project and made major contributions to interpreting the results, suggesting additional data required, and writing the manuscript.
Science
We have provided WERF EPHect consensus SOPs for the collection of blood, urine, saliva, endometrial fluid, peritoneal fluid, and menstrual effluent in endometriosis research, together with a Biospecimen Form to collect additional data required for informative analysis of the samples.
Science
After each day of shadowing, the two researchers will meet to debrief, discuss the data and emerging themes, and to identify additional data required to elaborate the properties of emerging themes and test them.
Science
Additional data required for a simple model of 'amount of haemostatic agent plasma fibrinogen level' relationship are the volume and fibrinogen content of the haemostatic agent added (see 'Default values' above).
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
Estimation of site-specific nest construction and decay rates as well as information on nest location and forest type for discriminate function analysis can improve the precision of traditional ape surveys [14], [15], [17] but collecting these additional data requires months of work by well-trained field researchers.
Science
Prospective collection of additional data requires organised outreach from the Registry to patients, providers and staff, integration of the registry into pre-existing clinical routines and addition of reminder systems to workstations [ 20].
The authors can be contacted for any additional supporting data required by the journal.
Apple has a new paper published in Cornell's arXiv open directory of scientific research, describing a method for using machine learning to translate the raw point cloud data gathered by LiDAR arrays into results that include detection of 3D objects, including bicycles and pedestrians, with no additional sensor data required.
News & Media
Additional input data required are the estimated future age distribution and occupation distribution of the population of interest, and the extent to which they are working outdoors and/or indoors, with or without air conditioning or other effective cooling technologies.
Science
Expert writing Tips
Best practice
When requesting "additional data required", clearly specify what type of data is needed and why it is essential for the task or analysis.
Common error
Avoid making vague requests for "additional data required". Be precise about the specific data needed to prevent confusion and wasted effort.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "additional data required" functions as a request or statement indicating that more information or data is necessary to proceed with a task, analysis, or decision. As Ludwig AI confirms, it's a standard and acceptable phrase.
Frequent in
Science
70%
Formal & Business
20%
News & Media
10%
Less common in
Reference
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "additional data required" is a grammatically correct and commonly used phrase that indicates a need for more information. Ludwig AI confirms its validity and usability. Predominantly used in scientific and formal business contexts, it serves the purpose of requesting or stating the necessity for further data to complete a task or analysis. To ensure clarity, specify the type of data needed to prevent vagueness in your request. The phrase enjoys widespread recognition across varied authoritative sources making it a reliable choice for professional communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
more data is needed
Rephrases the requirement using simpler vocabulary.
further information is necessary
Emphasizes the necessity of the additional information.
more evidence is required
Focuses on the need for more supporting evidence.
supplementary data is needed
Uses "supplementary" as a formal alternative to "additional".
extra data is necessary
Uses "extra" as a more informal alternative.
more input is needed
Highlights the necessity of further inputs.
further details are needed
Specifies the need for further details.
additional details are necessary
Highlights the necessity of further details.
more statistics are required
Focuses on the need for more statistics.
further figures are required
Specifies the need for more figures.
FAQs
How can I use "additional data required" in a sentence?
You can use "additional data required" to indicate that more information is necessary to complete a task or make a decision. For instance, "Before we can finalize the report, we need to gather the "additional data required" for a comprehensive analysis."
What are some alternatives to "additional data required"?
You can use alternatives like "more data is needed", "further information is necessary", or "supplementary data is needed" depending on the context.
Is "additional data required" formal or informal?
The phrase "additional data required" is generally considered neutral to formal and is suitable for both professional and academic contexts. Less formal alternatives might include "more data is needed".
What is the difference between "additional data required" and "additional data needed"?
While both phrases are similar, "additional data required" implies a more formal or mandatory need, whereas "additional data needed" can suggest a general desire for more information.
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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
4.1/5
Expert rating
Real-world application tested