less data

USAGE SUMMARY

"less data" is correct and usable in written English.
You could use it when you are comparing two or more different groups or items, such as "these two groups have less data points than the other."

✓ Grammatically correct

News & Media

Academia

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This shift toward less data is understandable.

Harvard Business Review

Unfortunately, with fewer interactions comes less data.

The Guardian

First, there is much less data.

Yale University

Ross McKean, partner, Olswang Collect and store less data.

The Guardian

Apps on the Apple platform sent less data over all.

The New York Times - Tech

"With Jam," Han says, "we have less data but it's also more notable.

The Guardian - Tech

There is less data, he said, on its use among children, younger adults and pregnant women.

The New York Times

"These accident investigators have solved mysteries with a lot less data than we have," he said.

The New York Times

"Americans are much faster to make decisions on less data," he said.

The New York Times

There is even less data on what kind of medical care pregnant prisoners receive.

The Guardian

Less data on the economy won't do any good.

The New York Times

Expert writing Tips

Best practice

In technical contexts, specify what the "less data" refers to, such as "less data transfer" or "less data storage", to enhance clarity.

Common error

Avoid assuming that "less data" automatically equates to lower quality results. Sometimes, focused and relevant data can yield better insights than a large, disorganized dataset.

Linguistic Context

The phrase "less data" primarily functions as a quantifier phrase, modifying a noun (data) to indicate a smaller amount. As Ludwig AI confirms, the phrase is grammatically correct and frequently used. The examples showcase its role in various sentences highlighting the scarcity or reduction of data.

Expression frequency: Very common

Frequent in

News & Media

35%

Science

33%

Academia

32%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "less data" is a grammatically sound and commonly used phrase that signifies a smaller quantity of information. Ludwig AI confirms its correctness and frequent usage across diverse contexts, especially within news, science, and academia. While "less data" can indicate limitations or challenges, it can also represent efficiency or a strategic approach to data handling. When using this phrase, ensure clarity by specifying what "less data" refers to and avoid automatically equating it with lower quality results. Alternatives include phrases like ""limited data"" or ""reduced data"", depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

insufficient data

Indicates that the data is not enough for a particular purpose or analysis.

limited data

Emphasizes the restricted nature of the data available, suggesting constraints.

reduced data

Focuses on the action of reducing the amount of data, emphasizing the result of a reduction process.

fewer data points

Refers specifically to a smaller number of individual data entries.

smaller dataset

Specifically refers to a collection of data that is smaller in size or scope.

lower data volume

Focuses on the quantifiable aspect of data, indicating a smaller amount.

scarce data

Highlights the limited availability of data, suggesting a deficiency.

minimal information

Shifts the focus to the information content, highlighting its scarcity.

deficient data

Implies a lack or inadequacy in the amount of data.

sparse data

Suggests that data is thinly distributed or has many missing values.

FAQs

How can I use "less data" in a sentence?

You can use "less data" to describe situations where fewer data points are available, for example: "The model performed worse due to "limited data"." or "We need "more context" and "less data"".

What's the difference between "less data" and "fewer data"?

"Less data" is generally used when referring to data as a continuous, uncountable quantity. While "fewer data points" refers to individual, countable items within the data set.

What are some alternatives to saying "less data"?

Depending on the context, you can use phrases like "limited data", "insufficient data", or "reduced data" to convey a similar meaning.

Why is having "less data" sometimes a problem?

Having "less data" can be a problem when it leads to "unreliable conclusions", "inaccurate predictions", or an "incomplete understanding" of a phenomenon.