due to data available

USAGE SUMMARY

The phrase "due to data available" is not entirely correct in written English; it would be better as "due to the data available" or "due to available data." You can use it when explaining a situation or decision that is influenced by the data that is currently accessible.
Example: "The project's timeline has been adjusted due to the data available on resource allocation."

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

This figure was the result of analysis by the Department of Health and is based on a theoretical figure due to data available at that time.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

*: indicators excluded in the results due to data un-available.

BMC Health Services Research

Of the 41 studies containing follow-up data, 28 were excluded, most commonly due to data only being available for lesions once they had progressed to cancer.

Oral Oncology

Due to data not being fully available at the time this study was started, IFLS 5 data is not included here.

IZA Journal of Labor Economics

Not publicly available due to data protection issues.

Comparative Migration Studies

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

BMC Genomics

The impact is less convincing in the Northern states, where injecting drug use is the main mode of transmission, partly due to less data available so far to be used in the triangulation and modelling.

BMC Public Health

Due to the data available, we are unable to assess the impact of the PBI system on utilization of priority health services in Kisoro relative to other possible payment systems.

Human Resources for Health

Risks for which there is ample data can be assessed statistically but due to insufficient data available regarding underground water risk analysis needs to be performed.

Agricultural and Food Economics

Due to the data available in the NCDR it was not possible, however, to apply all the criteria for all the methods.

Gut

Because of the variety of the issues dealt with by this work and due to limited data available from the literature, the reviewers included case reports considered to contribute relevant information about imaging techniques application or for future research.

Insights into Imaging

Expert writing Tips

Best practice

For clarity, precede the phrase with 'the', making it "due to the data available", or rephrase to "due to available data".

Common error

Be precise about what 'due to' refers to. Ensure the sentence structure clearly indicates what is caused by the availability of the data, rather than implying the data itself is 'due'.

Linguistic Context

The phrase "due to data available" functions as an adverbial phrase, specifically a causal adjunct. It modifies a clause by indicating the reason or cause for something. As Ludwig notes, this phrasing is generally acceptable, albeit with room for improvement in terms of grammatical precision.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "due to data available" is used to indicate that something is happening or has been determined as a result of the existing information. Ludwig's analysis suggests the phrase is acceptable, more precise alternatives often exist. It most commonly appears in scientific contexts, explaining decisions or limitations based on the available data. Consider rephrasing for improved clarity, such as "owing to available data" or "because of the available data". While grammatically sound, ensure the context clearly shows what the availability of data causes, avoiding ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

owing to available data

Replaces "due to" with "owing to" maintaining the same causal relationship.

because of available data

Substitutes "due to" with the more common "because of".

based on the data available

Highlights that conclusions or actions are founded upon the data.

as a result of available data

Uses "as a result of" to emphasize the consequence of the data's availability.

in light of the data available

Indicates that the data sheds light on a situation.

given the available data

Emphasizes the availability of data as a condition.

on account of the available data

Replaces "due to" with "on account of", a slightly more formal option.

considering the data at hand

Replaces "available data" with "data at hand" to highlight immediacy.

attributable to available data

Indicates that something can be attributed or credited to the data.

thanks to the data available

Although less formal, this suggests that the data is helpful or beneficial.

FAQs

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

You can use "due to data available" to explain decisions or limitations based on the existing data, such as, "The project timeline has been adjusted "due to data available" on resource allocation".

What's a more formal way to say "due to data available"?

More formal alternatives include "owing to available data" or "as a result of available data". These options offer a more sophisticated tone while maintaining the same meaning.

Is it better to say "due to the data available" or "due to available data"?

Both are acceptable, but "due to the data available" is often considered more grammatically correct and clear. The phrasing "due to available data" is also acceptable and more concise.

What's the difference between "due to data available" and "due to lack of data"?

"Due to data available" indicates a decision or conclusion is based on the data that exists. "Due to lack of data" or the reciprocal "due to data unavailability" means something cannot be determined or done because data is missing.