a handful of data points

USAGE SUMMARY

The phrase "a handful of data points" is correct and usable in written English.
It can be used when referring to a small, manageable number of data points in a dataset or analysis. Example: "In our study, we only had a handful of data points to draw conclusions from, which limited the reliability of our findings."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

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.

The Guardian - Tech

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

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.

Journal of Cheminformatics

I had only a handful of data points perhaps a dozen or so and the fit to my model failed a significance test.

Science Magazine

They've also been involved in a handful of data leaks.

Vice

A handful of data structures sufficient to represent a variety of biological data are: Lists.

Briefings in Bioinformatics

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.

The New York Times

It may be possible to explain the AMP data from Figure 7 of [15] with a model that includes binding of AMP at both states 1 and 2. However, doing this would require increasing the complexity of the model based on a handful of unreplicated data points from a single study.

Plosone

Only a handful of quadrature points could be used for EM estimation (a maximum of 13 on a computing platform with 8GB of memory using 8 threads).

Large-scale Assessments in Education

But a handful of potential sticking points remains.

The New York Times

The majority of Seipin mutations cause C-terminal truncations, along with a handful of point mutations.

Bioscience Reports

To do this analysis, I deleted a handful of clearly erroneous and outlier data points from the analysis (unless the bubble has finally arrived, I don't think engineers at startups are making $135 million in salary these days!).

TechCrunch

Expert writing Tips

Best practice

When using "a handful of data points", ensure the context clearly indicates that the limited amount of data is significant to the discussion or analysis.

Common error

Avoid drawing broad conclusions or making sweeping statements based solely on "a handful of data points". Acknowledge the limitations of the data set and suggest further investigation.

Linguistic Context

The phrase "a handful of data points" functions as a quantifying phrase, specifying a small, limited quantity of information. It indicates that the amount of data available is not substantial, and should be considered with that limitation in mind. According to Ludwig, this phrase is considered correct and usable.

Expression frequency: Common

Frequent in

Science

40%

News & Media

40%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a handful of data points" is a grammatically sound and commonly used phrase to describe a small quantity of data. Ludwig confirms its correctness. While versatile, it's crucial to acknowledge the limited nature of such data when drawing conclusions. Be mindful of overgeneralization, and consider using more precise language in highly technical contexts. The phrase finds frequent use across News & Media and Science publications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a few data points

Uses "few" instead of "handful", providing a simpler and more common alternative.

a limited number of data points

Rephrases to emphasize the constraint on the quantity of data points available.

a limited set of data

Replaces "handful" with "limited set", emphasizing the restricted quantity of data.

a small amount of data

Substitutes "handful" with "small amount", offering a more direct description of the quantity.

a minimal set of data points

Focuses on the data being the least possible, using "minimal" instead of "handful".

a restricted quantity of data

Highlights the limited amount of data by using "restricted quantity".

a sparse collection of data

Replaces "handful" with "sparse collection", highlighting the scattered nature of the data.

a scarce supply of data

Emphasizes the rarity of the data available with "scarce supply".

a trickle of data

Implies a slow and small flow of data, rather than a specific amount.

isolated data points

Highlights the separation and limited context of the data points.

FAQs

How can I use "a handful of data points" in a sentence?

You can use "a handful of data points" to indicate that you have a small amount of data. For example, "The research team based their initial findings on "a handful of data points" gathered from the pilot study".

What are some alternatives to saying "a handful of data points"?

Alternatives include "a few data points", "a limited set of data", or "a small amount of data". The best choice depends on the specific context and the nuance you want to convey.

Is it appropriate to use "a handful of data points" in formal writing?

Yes, "a handful of data points" is acceptable in formal writing, especially when you want to emphasize the limited nature of the data. However, in highly technical contexts, more precise language (e.g., "a small sample size") might be preferred.

When is it inappropriate to use "a handful of data points"?

It's best to avoid using "a handful of data points" when the exact number of data points is known and can be stated precisely. It's also less suitable when discussing very large datasets where the term would be misleading.