depending on available data

USAGE SUMMARY

The phrase "depending on available data" is correct and usable in written English.
You can use it when discussing conditions or outcomes that are contingent upon the data that is accessible or present. Example: "The project's success will vary depending on available data regarding market trends."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

However, depending on available data and the procedures applied, there may be several credible classifications for a specific catchment.

Journal of Hydrology

Denominators may vary slightly depending on available data.

Emerging Infectious Diseases

The precision of disease localization on chromosomes is highly variable depending on available data.

Bioinformatics

Gestational age was taken from the provided NCHS variable; this variable combines multiple methods of gestational estimation depending on available data.

Environmental Health: A Global Access Science Source

Correlations between pollutants were, for the most part, similar whether we used the subset of 32,137 children linked to all pollutants for all calculations or used different subsets, depending on available data, for each calculation.

Environmental Health Perspectives

At the general practitioner level, one could imagine a system in which an aggregate number of cases is periodically reported, with outcome details on a proportion of these cases, and which could be scaled up or down depending on available data collection resources.

American Journal of Epidemiology

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Tradeoffs between predictive skill, execution time, and set-up time are identified suggesting that the best method for a particular application will depend on available data, computing resources, time constraints, and the specific modeling objectives.

Advances in Water Resources

It is managed by Jeff Sonas, an excellent statistician, who knows his work depends on available data.

Huffington Post

Rather, the choice of method depends on available data, the study setting and other factors [ 8].

BMC Health Services Research

Modelling work largely depends on available data from experimental measurements, but material properties of some components in the cochlea are difficult or impossible to obtain, especially for humans.

BioMed Research International

To analyze the synteny between species, we utilized two different pipelines depending on available genomic data and their interrelations in public data sources.

BMC Genomics

Expert writing Tips

Best practice

For maximum clarity, briefly outline the types of data that would influence different outcomes.

Common error

Avoid using "depending on available data" as a placeholder without specifying the types of data or their potential impact. Provide a concrete indication of what "available data" entails to prevent ambiguity.

Linguistic Context

The phrase "depending on available data" functions as a prepositional phrase that modifies a verb or clause. It introduces a condition that influences an outcome, method, or decision. As Ludwig AI points out, it shows that a thing changes based on what data is there to use.

Expression frequency: Uncommon

Frequent in

Science

80%

News & Media

10%

Formal & Business

5%

Less common in

Encyclopedias

2%

Wiki

1%

Reference

2%

Ludwig's WRAP-UP

In summary, "depending on available data" is a prepositional phrase used to indicate contingency on the data at hand. Ludwig AI validates its grammatical correctness and usability in various contexts, particularly in scientific and formal domains. While it is not an extremely common phrase, its use is accurate and signals flexibility in methodologies or outcomes. Consider alternatives like "subject to data availability" for nuanced variations. Remember to provide context to what "available data" refers to for maximum clarity. Use the available information to tailor communications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

subject to data availability

Focuses on the constraint imposed by the data, rather than the action taken because of it.

contingent on the data at hand

Emphasizes the immediate availability of the data influencing the situation.

as data permits

Highlights the permission or allowance granted by the data's presence.

based on data accessibility

Directly addresses the accessibility of the data as the determining factor.

conditional upon data access

Stresses the conditionality introduced by the ability to access the data.

in accordance with the data provided

Specifies that actions are aligned with the data that has been supplied.

depending on the data set

Focuses specifically on the dataset being the deciding factor.

reliant on the data obtainable

Highlights the reliance on the data that can be obtained.

determined by data accessibility

States that accessibility is the direct determinant.

subject to the information available

Highlights the subjection to the information being present.

FAQs

How can I use "depending on available data" in a sentence?

Use "depending on available data" to show that a decision, result, or method changes based on the data that is accessible. For example: "The analysis method will change "depending on available data"."

What are some alternatives to "depending on available data"?

You can use alternatives like "subject to data availability", "contingent on the data at hand", or "as data permits" depending on the context.

Is it better to use "depending on available data" or "based on available data"?

"Depending on available data" emphasizes that a decision or method will vary. "Based on available data" suggests a conclusion is drawn from the data. The best choice "depends on available data" and on the nuance you want to convey.

What does "depending on available data" imply about the research process?

It implies that the research process is flexible and adaptive, with methods and conclusions adjusted to reflect the data that is actually accessible and reliable. Method selection "depending on available data" ensures efficient research.