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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
any given data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "any given data" is correct and usable in written English.
It can be used when referring to a specific set of data that is being considered or analyzed in a particular context. Example: "In statistical analysis, we can draw conclusions based on any given data set, provided it is representative of the population."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
the data in question
any given election
any given match
any given team
any given community
any given year
any given point
any given compact
on each day
any given stage
any given daily
any particular day
on one specific day
on a certain day
each day
on some day
any given schedule
on any particular day
any given day
on any single day
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
30 human-written examples
This helps eliminate confusion as to what any given data point might mean.
Academia
Yet when it comes to a large company like Microsoft, it can be difficult to find out what any given data center is used for.
News & Media
The Mann Kendal (MK) and Theil Sen Slope estimator (TSE) statistics to detect the direction and magnitude of an available monotonic trend in any given data, respectively, were used for the statistical analysis of the new data sequences.
Science
… The more data sources get layered in any given data sale, the higher the payoff for the user".
News & Media
The probability of a physical attack against any given data center is extremely low, especially for smaller companies.
News & Media
Any given data point is the number of patent applications that the average company in that cohort had submitted by that point in their lifecycle.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
30 human-written examples
One recently developed clustering algorithm quickly groups large numbers of items of any type in a given data set while simultaneously selecting a representative or "exemplar"—from each cluster.
Science
That means the solution does not depend continuously on the given data, and any small perturbation in the given data may cause large changes to the solution.
Thus, for any given training/test data combination, approximately 530 data points are used to fit the model and predict the remaining 130 points.
Then for any given initial data, there exists a unique global solution to (1.1) on.
There are two possible types of packets that can travel across the on-chip network at any given time: data packets and control packets.
Expert writing Tips
Best practice
When using "any given data", ensure the context clearly indicates which specific data you are referring to, avoiding ambiguity for your audience.
Common error
Avoid using "any given data" when referring to all data in a field, as this phrase implies a selection or focus on specific data within a larger set. Instead, use general terms like "the data" or "all data".
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "any given data" functions as a determiner phrase, specifying a particular set of information for consideration. As Ludwig AI confirms, it is grammatically correct and widely used. It highlights the data that is currently under discussion or analysis, as seen in Ludwig's examples.
Frequent in
Science
47%
News & Media
23%
Academia
10%
Less common in
Formal & Business
7%
Encyclopedias
3%
Reference
0%
Ludwig's WRAP-UP
In summary, "any given data" is a versatile phrase used to pinpoint a specific set of information being analyzed. Ludwig AI confirms its grammatical correctness and usability in a variety of contexts. The phrase is most frequently encountered in scientific, news, and academic writing. When employing "any given data", clarity is key: make sure your audience understands precisely which data you're referencing. While alternatives like ""any specific data"" or ""any particular data"" exist, "any given data" remains a solid and widely accepted choice for referring to a defined dataset.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
any specific data
Replaces "given" with "specific" to emphasize the particularity of the data.
any particular data
Substitutes "given" with "particular" to highlight the distinctiveness of the data.
any provided data
Uses "provided" instead of "given" to focus on the act of supplying the data.
any supplied data
Similar to "provided data", focusing on the action of data being supplied.
any presented data
Employs "presented" to suggest the data has been formally introduced or displayed.
any available data
Replaces "given" with "available" emphasizing accessibility of the data.
any existing data
Uses "existing" to emphasize that the data already exists.
any selected data
Implies a process of choosing the data from a larger pool.
any designated data
Highlights that the data has been specifically chosen or marked for a purpose.
any considered data
Indicates that the data is under review or being taken into account.
FAQs
How can I use "any given data" in a sentence?
Use "any given data" to refer to a specific set of data under consideration. For example, "Based on "any given data", we can draw conclusions about the trend."
What's a good alternative to "any given data"?
Alternatives include "any specific data", "any particular data", or "the data in question", depending on the nuance you want to convey.
Is it appropriate to use "any given data" in formal writing?
Yes, "any given data" is suitable for formal writing, particularly in scientific and technical contexts where precise reference to data sets is essential. Other options are "any provided data" or "any presented data".
What is the difference between "any given data" and "all data"?
"Any given data" refers to a particular subset or instance of data, while "all data" encompasses the entire dataset. For example, analyzing ""any given data" point" is different from analyzing "all data" points.
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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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested