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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
as ancillary data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as ancillary data" is correct and usable in written English.
It can be used when referring to additional or supplementary information that supports the main data or findings in a study or report. Example: "The research findings were compelling, but we also considered the survey results as ancillary data to strengthen our conclusions."
✓ Grammatically correct
Science
Alternative expressions(20)
as additional information
as evidence in support
as operational data
as useful data
as positive data
as supportive figures
as reinforcing data
as auxiliary data
as valuable data
as supportive information
as supportive evidence
as corroborating data
as additional data
as complementary data
as supporting data
as supportive data
as validating data
as further data
as suitable data
as enabling 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
3 human-written examples
Topographic and climatic variables were also included as ancillary data.
The soil available water content was used as the main attribute for zoning while soil apparent electrical conductivity (ECa), space-borne satellite images and yield data were required as ancillary data.
The 1- and 3-year outcomes of 27 first-generation Zeramex implants are presented here as ancillary data.
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Using these data as ancillary information will decrease cost and increase the accuracy of GWT map updates.
Science
This paper presents the conditioned Latin hypercube as a sampling strategy of an area with prior information represented as exhaustive ancillary data.
Science
We additionally collected demographic data such as age and income, as well as ancillary information such as participation in town-planning meetings and location of residence.
Science
The model has an exponential form and uses ancillary data as predictors.
MULESME implements a multi-temporal algorithm that uses time series of Sentinel-1 data and ancillary data, such as a plant water content map, as inputs.
Meanwhile, radio broadcasters across the country would offer ancillary data (such as promotions for movie and concert tickets, or personalised share-price tickers) by piggybacking the information on the IBOC signal.
News & Media
Ancillary data such as geological map, topographic map, soil map and landslide inventory map of varying scales were obtained from different concerning departments.
Science
Ancillary data, such as ice thickness, crystalline structure and air bubble content, air temperature and hoarfrost water equivalent were collected to support the analysis and interpretation of the radar data.
Expert writing Tips
Best practice
When using "as ancillary data", ensure the primary data is clearly identified and understood. The ancillary data should supplement, not overshadow, the main findings.
Common error
Avoid presenting "as ancillary data" without proper context or explanation. Readers need to understand why this data is relevant and how it supports the main analysis.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as ancillary data" functions as an adjunct, modifying a clause by specifying the role of certain data. It indicates that the data being referred to is supplementary and supportive, enhancing the primary information. This aligns with Ludwig's affirmation of its correct usage.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, "as ancillary data" is a grammatically correct phrase used to denote supplemental information that supports primary data, as confirmed by Ludwig. Although infrequent, it is mostly found in scientific contexts. When using this phrase, ensure the distinction between primary and ancillary data is clear. Alternative phrases like "as supplementary data" or "as supporting data" can be used depending on the specific nuance you wish to convey.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
as supporting data
Emphasizes the role of providing support to the main data.
as supplementary data
Highlights the additional and non-essential nature of the information.
as auxiliary data
Similar to ancillary, but may imply a more direct helping function.
as additional information
A broader term that covers any extra information provided.
as contributing data
Focuses on the data's role in contributing to a larger analysis or conclusion.
as background data
Suggests the data provides context rather than direct evidence.
as complementary data
Indicates the data completes or enhances the primary data.
as secondary information
Highlights that the information is not the primary focus but is still relevant.
as subordinate data
Implies a hierarchical relationship where the data is less important than the primary data.
as collateral information
Suggests the information is related but not directly relevant.
FAQs
How to use "as ancillary data" in a sentence?
You can use "as ancillary data" to refer to additional or supportive information that complements the primary data in a study or analysis. For instance, "We used climate data "as ancillary data" to understand the environmental factors affecting our main findings."
What can I say instead of "as ancillary data"?
You can use alternatives like "as supplementary data", "as supporting data", or "as additional information" depending on the context.
What's the difference between "as ancillary data" and "as secondary data"?
"As ancillary data" refers to data that supplements the primary data, while "as secondary data" indicates that the data was collected for another purpose but is being used in the current analysis. The choice depends on whether the data's role is to support or if it's simply repurposed information.
Is "as ancillary data" formal or informal?
"As ancillary data" is generally considered formal, suitable for academic and scientific writing. In more informal contexts, phrases like "as additional information" might be preferred.
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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
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested