data curation

USAGE SUMMARY

The phrase "data curation" is correct and usable in written English.
It can be used in contexts related to the management, organization, and maintenance of data, particularly in research, libraries, and digital archives. Example: "The team is responsible for data curation to ensure that all datasets are properly organized and accessible for future research."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Curators should be trained in the data curation according to CTD requirements.

Journal of Cheminformatics

Data curation suggests that all libraries are well curated with only a small number of duplicates (Table 2).

Journal of Cheminformatics

The phenoscape-curators mailing list [70] was used for discussion and communication of data curation issues, solutions, and progress.

Plosone

We did not perform any data curation for this dataset.

Journal of Cheminformatics

However, searching through and reviewing footage for data curation can be a laborious and painstaking process.

Computers & Graphics

Currently, this process involves manual data curation and expert judgements of the data content.

Journal of Cheminformatics

Having the primary data organized in QDB archives allows for effective and semi-automated data curation.

Journal of Cheminformatics

Applying these ensures that the most basic functions of data curation can be safely managed.

Geoscience Letters

The authors thank all ExCAPE partners for helpful discussions on data curation.

Journal of Cheminformatics

A pre-requisite to any data mining procedure is a data curation stage [11].

Journal of Cheminformatics

These usually result from different salts which were stripped as part of the data curation process.

Journal of Cheminformatics

Expert writing Tips

Best practice

When writing about research, clearly define the scope of "data curation" activities to ensure readers understand the specific processes involved, such as data cleaning, standardization, or annotation.

Common error

Avoid using "data curation" interchangeably with general "data management". "Data curation" specifically refers to enhancing and preserving data for future use, while data management encompasses broader activities like storage and access.

Linguistic Context

The phrase "data curation" functions primarily as a noun phrase, often serving as the subject or object of a sentence. It's used to name the activity of managing and preserving data. As Ludwig AI confirms, this phrase is commonly used and understood in various contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "data curation" is a commonly used noun phrase, especially in scientific and research contexts, to describe the active management and preservation of data. Ludwig AI confirms its grammatical correctness and widespread usability. When using this phrase, ensure clarity about the specific processes involved and avoid using it interchangeably with broader "data management". Alternatives like ""data governance"" and "data stewardship" offer nuanced ways to express related concepts. Pay attention to the context and audience, maintaining formality in academic and research settings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data management

Focuses more broadly on the handling and organization of data, encompassing more than just curation.

data governance

Emphasizes the policies and procedures for maintaining data quality and integrity.

data stewardship

Highlights the responsible oversight and care of data assets.

information management

A broader term encompassing the entire lifecycle of information, including data.

knowledge organization

Focuses on structuring and categorizing information for easy retrieval and use.

digital preservation

Emphasizes the long-term storage and accessibility of digital data.

records management

Specifically deals with the systematic control of records throughout their lifecycle.

database administration

Concerns the technical aspects of managing and maintaining databases.

content curation

Focuses on selecting, organizing, and presenting online content.

data validation

Highlights the process of ensuring that data meets specified quality standards.

FAQs

What does "data curation" mean?

"Data curation" refers to the active management and preservation of data throughout its lifecycle, ensuring it is findable, accessible, interoperable, and reusable.

How is "data curation" different from data analysis?

"Data curation" focuses on preparing and maintaining data, while data analysis involves interpreting and drawing conclusions from that data. Curation precedes and supports effective analysis.

What skills are needed for effective "data curation"?

Effective "data curation" requires a combination of technical skills (e.g., database management) and domain expertise, as well as attention to detail and a commitment to data quality.

Why is "data curation" important in research?

"Data curation" ensures that research data is reliable, reusable, and accessible, promoting transparency, reproducibility, and the long-term value of research findings. It's also essential for "data governance".