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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
a handful of data
Grammar usage guide and real-world examplesUSAGE SUMMARY
'a handful of data' is correct and usable in written English.
You can use it to refer to a small amount of information or data. For example: "After researching the topic, I had gathered only a handful of data to support my hypothesis."
✓ Grammatically correct
News & Media
Science
Alternative expressions(19)
a limited amount of data
a fragment of data
a bunch of data
a dearth of data
a raft of data
a piece of data
a trove of data
a couple of data
a shortage of data
a wealth of data
a tsunami of data
a trail of data
a collection of data
a mass of data
a lot of data
a war of data
a lack of data
a kind of data
a set of data
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
16 human-written examples
In the interim, a handful of data lines provided by other companies, including AT&T, served as a backup.
News & Media
Because what could be more convenient than a handful of data points taking up the entire view on an OS that's had 20 years of practice at showing windows of information.
News & Media
In simple terms, the content delivered by GridCasting is initially buffered by a handful of data centers.
News & Media
The disproportionate number of cross-references and chemical substance coverage coming from a handful of data contributors (Table 1) points to their diverging focus areas in data collection.
Science
I had only a handful of data points perhaps a dozen or so and the fit to my model failed a significance test.
Science & Research
Apple operates a handful of data centers around the world (including one right down the road from their new hydro plant) to power things like iCloud.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
44 human-written examples
In the next section, we propose a highly general representation of scientific data based on a handful of simple data structures annotated with descriptive metadata.
Science
Elevated blood-lead level data is the most recent available — for most states, this means the data is from 2012 or 2013, but for a handful of states, data is from earlier years.
News & Media
But the principle is important: a handful of anecdotal data points are not worth very much in a country of more than 300 million people.
News & Media
There are a handful of other data centers across the city, notably several that lease space at 111 Eighth Avenue, the huge Chelsea office building that Google acquired last year.
News & Media
Many economists say they believe that growth will slow in the third quarter to an annual rate of 2.3 percent, although a handful of recent data suggests the figure could be weaker.
News & Media
Expert writing Tips
Best practice
When using "a handful of data", ensure your audience understands you're referring to a quantity that is small enough to be easily managed or considered, but possibly insufficient for comprehensive analysis.
Common error
Avoid using "a handful of data" when referring to datasets that are numerically small but structurally complex, as it may downplay the analytical effort required.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a handful of data" functions as a quantifier, specifying a limited amount of information. Ludwig AI confirms its usability in written English, as evidenced by its appearance in various contexts.
Frequent in
News & Media
43%
Science
40%
Formal & Business
6%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "a handful of data" is a phrase used to describe a small or limited amount of information. Ludwig AI confirms its proper usage in English, appearing in news, science, and business contexts. When using this phrase, be mindful of the impression it conveys; ensure it accurately reflects the amount of data and any potential limitations it implies. For more formal settings, consider alternatives like "a limited amount of data". The phrase is common, indicating its frequent use in writing and speech.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
a limited amount of data
Replaces "handful" with a more formal phrase, emphasizing the restriction in quantity.
a small set of data
Substitutes "handful" with "small set", focusing on the limited collection of data.
a few data points
Replaces "handful of data" with a more specific term, highlighting individual data entries.
a sparse amount of data
Emphasizes the limited and scattered nature of the data available.
a trickle of data
Uses a metaphor to suggest a slow and minimal flow of data.
a modicum of data
Employs a more formal term to denote a small or moderate quantity of data.
a smattering of data
Suggests a scattered and uneven distribution of data points.
a scant amount of data
Highlights the insufficiency or deficiency of available data.
a fragment of data
Implies that only incomplete pieces of data are accessible.
a sprinkling of data
Presents data as lightly distributed or scarce.
FAQs
How can I use "a handful of data" in a sentence?
You can use "a handful of data" to describe situations where the available information is limited, such as, "The researcher based his conclusions on "a handful of data" from the initial trials".
What are some alternatives to "a handful of data"?
Instead of "a handful of data", you can use phrases like "a limited amount of data", "a small set of data", or "a few data points" to convey a similar meaning.
When is it appropriate to use "a handful of data"?
Use "a handful of data" when you want to emphasize that the quantity of data is small and possibly insufficient for drawing definitive conclusions.
How does "a handful of data" compare to "a large amount of data"?
"A handful of data" implies a small, easily manageable amount, while "a large amount of data" suggests a more extensive dataset requiring significant resources for analysis.
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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