complementing data

USAGE SUMMARY

The phrase "complementing data" is correct and usable in written English.
It can be used when referring to data that enhances or adds to existing information, often in a research or analytical context. Example: "The study was strengthened by complementing data from various sources, providing a more comprehensive view of the issue."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

These rationales – confirming and complementing data, analysis from the perspectives of different methods and paradigms – guide the re-analysis of the MERCI data.

Comparative Migration Studies

We believe this unique introspection/retrospection feature of the Reflective Analytic Scales will enable those who are assessed to express more qualitative impressions regarding their classes, thereby complementing data obtained from the Integrated Diagnostic Scale.

Language Testing in Asia

PFRthermo values in the intact pulmonary microvasculature were calculated (Equation 5) to be 1.55±0.12 and 1.54±0.12 using adenosine and papaverine, respectively (p = 0.8 using paired t-test for complementing data sets, comparing both agents).

Plosone

Complementing data from the direct assessment of visual analytical skill were two other bodies of information.

CBE Life Sciences Education

The second reason was for purposes of complementing data obtained from individual interviews.

BMC Psychiatry

After conducting the first male group interviews, the community group coordinator suggested complementing data collection efforts by including semistructured individual interviews.

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

Data governance complements data management, but never replaces it.

Journal of Cheminformatics

Key informant interviews were also conducted to complement data obtained from other sources.

Ecological Processes

Interviews conducted in 2011 in the village of Soro complement data collected in 1996 and 1987.

Geoforum

Interview surveys were used to complement data produced by Geographic Information System GISS) application.

Regional Studies in Marine Science

Our results also complement data from several in vitro studies revealing a neuroendocrine mode of action of BNO 1095 extracts.

Clinical Phytoscience

Expert writing Tips

Best practice

When using "complementing data", ensure you clearly state the source of the additional data and how it enhances the existing information for clarity and credibility.

Common error

Avoid assuming that "complementing data" automatically validates initial findings. Instead, verify and explain how it addresses gaps or enhances understanding, to prevent misinterpretations.

Linguistic Context

The phrase "complementing data" functions as a gerund phrase modifying the noun "data", indicating an action that enhances or completes the data. Ludwig AI confirms the phrase is usable in written English, typically in research or analytical contexts.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "complementing data" describes the process of enhancing existing data with additional information. Ludwig AI confirms it as grammatically correct and primarily used in scientific and academic contexts. The term functions to convey enhanced strength or validity of data through additional sources. When employing the phrase, ensure clarity in how the added data improves the initial findings. Alternative phrases like "supplementing data" or "enhancing data" can be used depending on the specific nuance you wish to convey. Understanding the phrase's implications can lead to more precise and impactful writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

supplementing data

This alternative focuses on adding extra information to the existing data.

enhancing data

This alternative emphasizes improving the quality or value of the data.

augmenting data

This alternative suggests increasing the data's scope or power.

supporting data

This alternative highlights how the data provides evidence or validation.

reinforcing data

This alternative indicates strengthening existing data with additional information.

corroborating data

This alternative suggests confirming the accuracy of existing data.

validating data

This alternative emphasizes confirming the reliability of the data.

enriching data

This alternative focuses on making the data more detailed or informative.

expanding data

This alternative suggests broadening the scope or coverage of the data.

bolstering data

This alternative emphasizes strengthening or supporting the data's credibility.

FAQs

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

You can use "complementing data" to describe how additional information enhances or adds to existing data. For example, "The study was strengthened by "complementing data" from various sources".

What's the difference between "complementing data" and "supplementing data"?

"Complementing data" enhances or completes existing information, while "supplementing data" simply adds extra information. "Complementing data" fills gaps; "supplementing data" provides additional details.

What can I say instead of "complementing data"?

Alternatives include "supplementing data", "enhancing data", or "augmenting data", depending on the specific context and the nature of the added information.

In what contexts is it appropriate to use "complementing data"?

It is appropriate to use "complementing data" in research, analysis, and reporting when additional data sources enhance or validate existing findings. This is common in scientific, academic, and business contexts.