data preserves

USAGE SUMMARY

The phrase "data preserves" is not correct in standard written English.
It seems to be an incorrect combination of words, possibly intended to convey the idea of data preservation or the act of preserving data. Example: "The organization implements various strategies to ensure that data preserves over time and remains accessible."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Digitalization of climate data preserves historical observations and provides the basis for understanding and assessing climate variability, predicting extreme climate events and designing adaptation and mitigation strategies.

Weather and Climate Extremes

Such transformation of the data preserves the ordering of values and gives estimates that are less sensitive to outlying values; however, model coefficients are no longer interpretable in terms of actual FMc values.

Plosone

Where any of father's job (38%), longest held occupation (13%) or early life parental death (7%) were not available we used multiple imputation (10 imputations), which uses all available data, preserves uncertainty from missing data [27], minimizes inclusion bias and increases statistical power [28].

Plosone

This so-called random-shuffle surrogate data preserves the statistical properties of the data and is used to confirm that the data is not random but chaotic [ 14].

Biomedical Optics Express

Regardless of the cause, we believe we have accounted for the effects of this skew in our analysis; permutation of the data preserves the ancestry skew at each site and in coalescent simulations of hybrid populations we explicitly modeled skewed admixture proportions to match the data.

eLife

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

The subjects consented in publication of data preserving anonymity.

International Journal of Bipolar Disorders

Analysis and presentation of data preserved the anonymity of participants.

International Journal of STEM Education

The imagination depends upon the external senses for the data preserved in the phantasms.

SEP

Direct I/O of the native ASN.1 encoding of the PubChem structure and bioassay data, preserving all information.

Chemistry Central Journal

The advantage of this approach is to obtain anonymous data preserving real locations in the data and t this goal the transformation strategy uses swapping of locations.

EPJ Data Science

Because of growing popularity of Online Social Networks (OSNs) and huge amount of sensitive shared data, preserving privacy is becoming a major issue for OSN users.

Computer Networks

Expert writing Tips

Best practice

When discussing the action of keeping data intact, prefer the noun phrase "data preservation" or the verb phrase "preserve data" for better clarity and grammatical accuracy.

Common error

Avoid using "data preserves" as it implies a singular subject performing an action, whereas "data" is often treated as plural or requires a different verb form (e.g., "data preservation").

Linguistic Context

The phrase "data preserves" functions as a subject-verb construction, though grammatically flawed. Ludwig AI indicates that it is an incorrect combination of words. Although some examples exist, the structure implies that "data" (often treated as plural) is performing an action, which is not typically how the term is used.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "data preserves" is grammatically incorrect and should be avoided in formal writing. As Ludwig AI highlights, "data" often requires a different verb form. While some examples exist in scientific and news media, it's best to use alternatives like ""data preservation"" or ""preserve data"" for clarity and accuracy. Although present in some sources, "data preserves" does not represent common or grammatically sound usage, particularly in formal or professional contexts. When referring to the action of keeping data intact, it's more appropriate to use grammatically correct and widely accepted alternatives.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data retention

Focuses on keeping data available for future use.

data maintenance

Emphasizes the ongoing process of keeping data accurate and up-to-date.

data integrity

Highlights the correctness and completeness of data.

data security

Focuses on protecting data from unauthorized access or corruption.

data backup

Stresses the creation of copies to ensure data recovery.

data archiving

Highlights the process of storing data for long-term preservation.

data protection

Emphasizes the measures taken to safeguard data privacy and security.

data safeguarding

Focuses on protecting data from harm or loss.

data conservation

Highlights the careful management and preservation of data resources.

data stewardship

Emphasizes the responsible management and care of data assets.

FAQs

What does it mean to ensure data preservation?

Ensuring data preservation means implementing strategies and processes to guarantee that data remains accessible, accurate, and usable over time, despite changes in technology or storage media.

What is a more grammatically sound way to say "data preserves"?

Instead of "data preserves", it's better to use "data preservation" or "preserve data". For example, you could say, "Effective "data preservation" strategies are crucial" or "We must actively "preserve data" to ensure its longevity".

How can I ensure effective data archiving for long-term preservation?

Effective data archiving involves selecting appropriate storage media, implementing metadata standards for discoverability, and regularly verifying data integrity to ensure its long-term usability.

Why is data integrity important in data preservation?

Data integrity is crucial because it ensures that the data remains accurate, complete, and reliable throughout its lifecycle, preventing corruption or loss during storage, transfer, or migration processes. Maintaining data integrity is a primary goal of "data preservation".