ancillary data

USAGE SUMMARY

The phrase "ancillary data" is correct and usable in written English.
It can be used in contexts where additional or supplementary information is provided to support primary data or findings. Example: "The research report included ancillary data that helped to clarify the main results and provided further insights into the study."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The first is the formation of classes from ancillary data.

Geoderma

Ancillary data are submitted as Additional file 1: Table S1.

AMB Express

Topographic and climatic variables were also included as ancillary data.

Rangeland Ecology & Management

Table 1 summarizes the standard and ancillary data products of the four imaging cameras.

Earth, Planets and Space

The desire to log ancillary data identified three areas to work on.

Journal of Cheminformatics

We evaluated difference maps in relation to ancillary data for all 66 mapping regions.

Carbon Balance and Management

Spatial patterns in the difference maps were then related to spatial patterns of ancillary data.

Carbon Balance and Management

In many cases, ancillary data sources can provide useful information to help distinguish between inseparable classes.

Remote Sensing of Environment

Both datasets were used as an image that is interpreted using ancillary data from historical sources.

Expert Systems with Applications

The model has an exponential form and uses ancillary data as predictors.

Computers and Electronics in Agriculture

Landsat Thematic Mapper 5 data and ancillary data were classified using the random forests approach.

Applied Geography

Expert writing Tips

Best practice

When using "ancillary data", clearly specify its source and relevance to the primary data to enhance transparency and credibility in your analysis.

Common error

Avoid using "ancillary data" without explaining its relationship to the main data or analysis. Always clarify how the additional data supports or complements the primary findings.

Linguistic Context

The phrase "ancillary data" functions as a noun phrase, typically used as an object or complement in a sentence. It refers to supplementary information that supports or provides context to primary data. As Ludwig AI confirms, this phrase is grammatically correct.

Expression frequency: Very common

Frequent in

Science

88%

News & Media

6%

Formal & Business

6%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "ancillary data" is a grammatically correct and commonly used noun phrase that refers to supplementary information used to support primary data. As verified by Ludwig, it's widely employed in scientific, news, and formal business contexts to enhance understanding and add depth to analyses. When using this phrase, ensure you clearly specify its source and relevance to the primary data. Alternatives like "supplementary information" or "supporting data" may be used depending on the context. Ludwig's extensive collection of examples confirms its widespread use and acceptance in various fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

supplementary information

Replaces "data" with a broader term, focusing on the informational aspect.

supporting data

Emphasizes the role of the data in providing support to a primary analysis or conclusion.

additional datasets

Highlights the 'data' aspect, and uses a synonym that is common in research settings.

secondary information

Focuses on the non-primary nature of the information.

auxiliary information

Emphasizes the helping or assisting nature of the information.

related data

Highlights the connection or relevance of the data to a primary subject.

supporting evidence

Broadens the context to include any form of proof or validation, not just data.

extra data

Simple and direct way of indicating that the data is additional or supplemental.

background information

Indicates that the information provides context or a foundation for understanding something else.

complementary data

Suggests that the data enhances or completes the primary data.

FAQs

How is "ancillary data" used in research?

"Ancillary data" is used to support, enhance, or provide context to primary research findings. It can include supplementary information, related datasets, or background details that help clarify the main results and provide further insights. For instance, in a study about climate change, "topographic data" can be used as "ancillary data".

What are some alternatives to "ancillary data"?

Depending on the context, you can use alternatives like "supplementary information", "supporting data", or "additional datasets" instead of "ancillary data".

Is it appropriate to use "ancillary data" in formal writing?

Yes, "ancillary data" is appropriate for formal and scientific writing. It is a precise and widely understood term, especially in fields like research, data analysis, and environmental science.

What kind of information can be considered "ancillary data"?

"Ancillary data" can include various types of information, such as metadata, supporting documentation, related datasets, and any additional details that help to interpret or validate the primary data. For example, "geological maps" can be "ancillary data" for environmental research.