partial data

USAGE SUMMARY

"partial data" is a correct and usable phrase in written English.
You can use it to refer to a limited amount of information, usually when compared to a more expansive or complete set of data. For example, "We only had access to partial data, so our conclusions are only tentative."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Others could only give us partial data.

The Guardian

Archivist's note: Partial data follows.

Massachusetts Institute of Technology

Note: Partial data for 2001 and 2012.

The Washington Post

Since then, some 18 European countries are now releasing at least partial data.

The Guardian - Opinion

The partial data could make it all largely worthless or misleading.

The Washington Post

Alas, he has reverted since then to using the 22 figure — a rough and outdated estimate based on partial data.

The Washington Post

"If we publish the results piecemeal, other people might draw unwarranted conclusions from partial data and we don't want consumers being misled or confused".

The Guardian

Design: Application of Rasch analysis on the RMI partial data set.

Archives of Physical Medicine and Rehabilitation

Partial data released from the 2004 count show a total of 815,000 vehicles entering the area of Manhattan covered by the survey.

The New York Times

For example, the New York Fed's "nowcast" – early estimates based on partial data – shows only 1.5% growth for the first half of this year.

The New York Times

The sensors miss partial data due to their failure or service life.

Journal of Wind Engineering and Industrial Aerodynamics

Expert writing Tips

Best practice

When presenting "partial data", explicitly acknowledge its limitations to avoid misleading interpretations. Clearly state what aspects are covered and what are missing.

Common error

Avoid drawing definitive conclusions or making broad generalizations based solely on "partial data". Always qualify findings with a disclaimer about the incompleteness of the information.

Linguistic Context

The phrase "partial data" functions as a noun phrase, where "partial" acts as an adjective modifying the noun "data". It indicates that the data available is not complete or comprehensive. Ludwig AI shows its usage in varied contexts.

Expression frequency: Very common

Frequent in

Science

49%

News & Media

38%

Formal & Business

3%

Less common in

Academia

1%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "partial data" is a commonly used phrase that indicates incomplete or limited information. Ludwig AI confirms its grammatical correctness and widespread usage across various fields, including science, news, and business. When using "partial data", it's essential to acknowledge its limitations and avoid overstating conclusions, as highlighted by Ludwig. Consider using alternative phrases like "incomplete information" or "limited data" depending on the specific context. Remember to use it appropriately to maintain transparency and accuracy in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

incomplete information

Focuses on the lack of completeness in the information.

limited data

Emphasizes the restricted quantity or scope of the data.

fragmentary data

Highlights the broken or disconnected nature of the data.

preliminary data

Suggests that the data is early-stage and subject to change.

selective data

Implies that the data has been chosen or filtered in some way.

subset of data

Refers to a specific portion of a larger dataset.

incomplete records

Specifically refers to records that are not fully documented.

sketchy data

Suggests the data is unreliable or questionable.

patchy data

Indicates uneven or inconsistent data coverage.

unverified data

Highlights that the data hasn't been officially confirmed.

FAQs

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

You might say, "The study was based on "partial data" due to limited access to records" or "We can only offer a preliminary assessment based on the "partial data" available at this time."

What is the difference between "partial data" and "incomplete data"?

"Partial data" and "incomplete data" are often used interchangeably, but "partial data" can sometimes imply that a specific part of a dataset is available, while "incomplete data" may suggest a more general lack of data across the board. Both refer to a situation where the data is not whole or comprehensive.

What are some alternatives to "partial data"?

Depending on the context, you could use terms like "limited data", "fragmentary data", "preliminary data", or "selective data".

Is it acceptable to draw conclusions from "partial data"?

Drawing definitive conclusions solely from "partial data" is generally discouraged. However, it can be acceptable to form tentative hypotheses or preliminary assessments, as long as the limitations of the data are clearly acknowledged and any conclusions are presented with appropriate caveats.