due to data sharing

USAGE SUMMARY

The phrase "due to data sharing" is correct and usable in written English.
You can use it to explain a reason or cause related to the sharing of data in various contexts, such as technology, research, or collaboration. Example: "The project was delayed due to data sharing issues between the two departments."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

For the HOL-AUS with HOL-NOR information scenario this accuracy was not available due to data sharing policies.

BMC Genomics

It also contains interviews with people who've suffered due to data sharing and online privacy invasion in ways that make Orwell's 1984 seem a rather unimaginative piece of writing.

The Guardian - TV & Radio

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

We note that the Tweets_Semeval dataset was provided as a list of Twitter IDs, due to the Twitter policies related to data sharing.

EPJ Data Science

Unusually, we had access to a single electronic database covering an entire Primary Care Trust area due to unique data sharing arrangements between the local general practices, the Primary Care Trust and the university.

BMJ Open

In metabolomics, a comparative evaluation of methods is very limited due to restricted data sharing.

Journal of Cheminformatics

Data will not be shared due to data ownership agreements.

Injury Epidemiology

"Due to data lags, that is just now becoming apparent".

The New York Times

Of course, being scooped is a huge fear of researchers, but what about the lost opportunity cost of increased collaboration or the extra data now made available to researchers in the developing world due to greater data sharing?

BMC Ecology

We chose to make our requests from authors who had published in PLoS journals due to their exceedingly clear data sharing policies: all data relevant to publication should be deposited in an appropriate public repository, if appropriate, and if not, "data should be provided as supporting information with the published paper.

Plosone

The availability of precipitation data is constantly increasing due to the shift towards more open data sharing.

Journal of Hydrology

The CometCloud system was utilised for this project due to its successful deployment in other data sharing scenarios within the computational finance area [15].

Journal of Cloud Computing: Advances, Systems and Applications

Expert writing Tips

Best practice

When using "due to data sharing", ensure the sentence clearly indicates what is being caused or influenced by the data sharing. Be specific about the effect.

Common error

Avoid using "due to data sharing" in overly general statements where the specific consequences of the data sharing are unclear. Always specify the outcome.

Linguistic Context

The phrase "due to data sharing" functions as an adverbial phrase, specifically a causal adjunct. It modifies a clause by indicating the reason or cause for a particular event or situation. Ludwig AI confirms its usability.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "due to data sharing" functions as a causal connector, primarily used in formal and scientific contexts to explain consequences stemming from data sharing activities. Ludwig AI indicates that it is usable and grammatically correct. While not exceedingly common, as indicated by its "Rare" frequency, the phrase serves a vital role in clearly articulating cause-and-effect relationships in research, news, and business domains. Alternative phrases like "because of data sharing" or "as a result of data sharing" can provide variety, but it's crucial to maintain clarity regarding the specific effects of the data sharing being discussed.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

because of data sharing

Direct synonym replacing "due to" with "because of", maintaining the causal relationship.

owing to data sharing

Synonymous, using a more formal substitute for "due to".

as a result of data sharing

Rephrasing with "as a result of" to emphasize the consequence of data sharing.

resulting from data sharing

Similar to "as a result of", focusing on the outcome caused by data sharing.

attributable to data sharing

More formal, suggesting that something can be ascribed or credited to data sharing.

caused by data sharing

Direct causal link, replacing "due to" with the active verb "caused by".

because data was shared

Restructures the phrase into a clause, highlighting the action of sharing data as the cause.

data sharing led to

Shifts the focus to data sharing as the instigator, with "led to" indicating the consequence.

data sharing resulted in

Similar to "led to", emphasizing the outcome or consequence of data sharing.

data sharing's impact

Focuses on the effect of data sharing, though less directly causal.

FAQs

How can I use "due to data sharing" in a sentence?

Use "due to data sharing" to explain consequences or results stemming from the act of sharing data. For example, "The research progress was accelerated "due to data sharing" among the collaborators."

What phrases are similar to "due to data sharing"?

You can use alternatives like "because of data sharing", "owing to data sharing", or "as a result of data sharing" depending on the context.

Is "due to data sharing" formal or informal?

"Due to data sharing" is generally suitable for formal and professional contexts, like academic papers or business reports, where explaining causality is important. Less formal alternatives exist for casual communication.

What's the difference between ""due to data sharing"" and "because data was shared"?

"Due to data sharing" is a more concise phrase acting as an adverbial phrase, whereas "because data was shared" introduces a full clause, providing more emphasis on the action of sharing data. The choice depends on the desired emphasis and sentence structure.