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minimal data
Grammar usage guide and real-world examplesUSAGE SUMMARY
"minimal data" is a correct phrase that can be used in written English.
It refers to the smallest or least amount of information necessary for a specific purpose. Example: "The researchers were able to reach meaningful conclusions using only minimal data from the study."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(5)
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
Currently, minimal data exist regarding these features.
Science
It is almost impossible to determine the quality of sleep from the minimal data the Charge HR shows.
News & Media
They can use minimal data to make attributions about the cause of failed goal-directed action.
The non-linear polynomial relationships could also be used to expand on minimal data that exists for other analogous locations.
Science & Research
While there is now data available about diversity among books published, there is still only minimal data available about diversity among publishing staff and reviewers.
News & Media
There are minimal data that have prospectively evaluated solicited patient response to this treatment plan.
Science
The proposed approach required minimal data, and it was easily executed using a geographic information system.
Minimal data is available regarding the performance implications of these alternative architectural choices.
Although, the effects of hyperbaric hyperoxic exposure on oxidative stress are well known4, minimal data has been collected during diving exposure5.
Science & Research
Transfer feature learning approaches aim to adapt models from one domain to another (i.e. visible images to thermal) with minimal data for the new domain.
Science & Research
This study discusses a physically-based approach that combines baseflow separation and event identification with minimal data requirement.
Science
Expert writing Tips
Best practice
When using "minimal data", clearly define what constitutes 'minimal' in your specific context to avoid ambiguity.
Common error
Don't assume that "minimal data" is synonymous with 'useless data'. Even a small amount of carefully analyzed information can yield valuable insights. Focus on extracting maximum value from available resources, even if they are limited.
Source & Trust
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "minimal data" functions as an adjective phrase modifying the noun "data". It indicates that the quantity of data is small or insufficient for a particular purpose. Ludwig AI confirms the correctness of the phrase.
Frequent in
Science
67%
News & Media
16%
Academia
11%
Less common in
Formal & Business
2%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "minimal data" is a grammatically sound and frequently used expression, as validated by Ludwig. It serves to denote a situation where the amount of available data is limited. Its usage is most prevalent in scientific, news and academic contexts. When using "minimal data", remember to clearly define the context and avoid equating it with useless data. While alternatives like "little data" or "scant data" exist, understanding the specific nuances that separate them is important to choosing the most accurate phrasing to get the point across. In short, though the data may be scarce, proper analysis can still lead to useful conclusions.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
little data
A more common and general way to express a small amount of data.
limited data
A common way to highlight the restricted quantity of data.
small data
A straightforward and neutral way of describing a reduced quantity of data.
few data
Highlights the low count of data points.
insignificant data
Emphasizes the lack of importance or impact of the data.
scant data
Highlights the limited quantity of data available.
modest data
Suggests that the quantity of data is limited.
negligible data
Focuses on the data being so small as to be almost non-existent.
slim data
Suggests a bare minimum of data.
marginal data
Emphasizes that the data is barely sufficient.
FAQs
How can I use "minimal data" effectively in research?
When working with "minimal data", focus on robust statistical methods and clear articulation of limitations. Techniques like Bayesian inference or sensitivity analysis can help extract meaningful insights even from limited datasets.
What does it mean when research indicates there's "minimal data" available?
It suggests a gap in the existing knowledge or research on the topic. This often implies a need for more investigation and data collection to draw firm conclusions.
What are some alternatives to using the phrase "minimal data"?
You can use alternatives like "little data", "scant data", or "limited data" depending on the context.
In what contexts is the phrase "minimal data" most commonly used?
The phrase "minimal data" is often used in scientific research, technology, and news reporting to describe situations where information is scarce or incomplete.
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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
4.6/5
Expert rating
Real-world application tested