as complementary data

USAGE SUMMARY

The phrase "as complementary data" is correct and usable in written English.
It can be used when referring to additional information that enhances or supports the primary data being discussed. Example: "The results of the survey were analyzed, and the findings were presented as complementary data to the existing research."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

With the advance of simultaneous PET/MR data acquisition and multimodality data integration schemes, the prospect of CEST and PET imaging as complementary data streams is not unrealistic.

EJNMMI Physics

Underneath all of these moving parts, Basis wants to build a platform that will eventually include public APIs as well as complementary data sets from other apps and devices.

TechCrunch

Such agricultural modelling and simulations need access to elaborated geolocated genetic-trait information as well as complementary data sources coming from geospatial data providers and geospatial data hubs, e.g. soil moisture data, climate data.

Open Geospatial Data, Software and Standards

As complementary data packets will be transmitted under a semi-reliable transmission service, and thus some packets may never reach the network sink, error zones will have deeper impact on the transmission of this kind of data, pushing us to evaluate different approaches for semi-reliable error recovery.

EURASIP Journal on Wireless Communications and Networking

Gene perturbation experiments (e.g. transcription factor (TF) knock-out) and ChIP-chip experiments serve as complementary data sources.

Bioinformatics and Biology Insights

All patients and their family members were questioned about the detail of previous episodes of depression, with their accessible medical records as complementary data.

BioMed Research International

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

Those data are presented here as complementary information.

F1000Research

Pharmacovigilance signal detection largely relies on individual case reports, but longitudinal health data are being explored as complementary information sources.

Drug Safety

Possibly, the added value of users' design feedback as a complementary data source may be reduced in evaluations of interactive systems for the general public; here, the users' design feedback may not add much to what is already identified through interaction data or usability experts' findings.

Human-centric Computing and Information Sciences

This study demonstrated the feasibility and potential benefit of using automatically captured school absenteeism data as a complementary data stream for influenza surveillance.

Emerging Infectious Diseases

In particular, following the review of traditional approaches to characterizing structural damage from nonstationary vibration recordings, this study first offers the justifications of the HHT as an alternative and complementary data process in addressing the nonstationarity of the vibration.

Journal of Sound and Vibration

Expert writing Tips

Best practice

When using "as complementary data", ensure it clearly enhances or supports the main data being discussed, providing a more complete understanding of the subject.

Common error

Avoid using "as complementary data" if the information doesn't genuinely add value or provide additional insights. Ensure it's not redundant or irrelevant to the primary data.

Linguistic Context

The phrase "as complementary data" functions as a prepositional phrase acting as an adverbial modifier. It specifies the role or purpose of certain information in relation to the main body of data. Ludwig confirms its usability in written English.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Wiki

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "as complementary data" serves to introduce information that enhances or supports a primary dataset. Ludwig AI indicates that its use is grammatically sound and commonly employed in scientific, news, and formal business contexts. While not as frequent as other similar phrases, it provides a specific nuance of filling gaps or completing the picture. Therefore, understanding its function and purpose enables writers to use it effectively when describing supportive datasets.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

as supplementary data

Focuses on the supportive nature of the information.

as supplemental information

Similar to supplementary data, but uses information instead of data.

as additional data

Emphasizes adding more data to the existing set.

as corroborating data

Highlights the confirming aspect of the information.

as supportive evidence

Shifts focus to the evidentiary role of the data.

as validating information

Stresses the verification or confirmation aspect of the data.

as enriching data

Implies the data enhances the overall understanding.

as augmenting data

Highlights the idea of increasing the existing data.

as complementary insights

Focuses on the understanding gained from the information.

as auxiliary data

Highlights its role as a helping or supporting element.

FAQs

How can "as complementary data" be used in a sentence?

You can use "as complementary data" to introduce supporting information. For example, "The study used interviews and surveys, presenting the interview responses "as complementary data" to the statistical findings."

What are some alternatives to "as complementary data"?

Some alternatives include "as supplementary data", "as additional data", or "as supportive evidence". The best choice depends on the specific context.

When is it appropriate to use "as complementary data"?

It's appropriate when you have additional information that enhances or supports the main data, providing a more complete picture or deeper understanding.

What's the difference between "as complementary data" and "as supplementary data"?

While similar, "as complementary data" implies the information fills a gap or completes a picture, whereas "as supplementary data" simply means it's additional. The phrases "as complementary data" and "as supplementary data", can often be used interchangeably.