given the available data

USAGE SUMMARY

The phrase "given the available data" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or analyses that are based on the data that is currently accessible. Example: "Given the available data, we can conclude that the project is on track for completion by the end of the month."

✓ Grammatically correct

Science

News & Media

Formal & Business

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Maximum likelihood methods seek to identify the most likely tree, given the available data.

Encyclopedia Britannica

From the innovator's perspective, network behavior must be plausible given the available data and hypotheses about the factors governing each player's choices.

Harvard Business Review

True we had no direct evidence for scaly tyrannosaurs either, but it was a reasonable expectation given the available data and the knowledge that evolutionarily they were quite distant to birds.

The Guardian

The influence of some measurement or field conditions, for example, the influence of oxygen reduction versus optimal nitrate reduction, cannot be distinguished statistically given the available data and range.

Chemosphere

We demonstrate by simulation that this statistical approach facilitates risk analyses that appropriately model variability in microorganism concentrations given the available data and that it enables decisions based on quantitative measures of uncertainty.

Water Research

"It is a very hard problem given the available data sources".

Science Magazine

Clearly, given the available data, it is impossible to arrive at any precise estimate.

European Transport Research Review

Once the measured data is available, reconstruction is used to calculate the image given the available data.

EJNMMI Physics

Hence, given the available data and the methodology used, trade among NAFTA members did not reduce the inequality between the median remunerations of workers.

Journal of Economic Structures

This well-known feature is related to the difficulty in accurately separating the large-scale main internal and external magnetospheric fields given the available data (e.g., Olsen et al. 2010, Thébault et al. 2012).

Earth, Planets and Space

Given the available data, this probability can be estimated from the SVM confusion matrix whose element C ij is the number of examples that are assigned to class i while the target is actually in room j.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When using "given the available data", ensure that the data you are referring to is clearly defined and accessible to your audience. This avoids ambiguity and strengthens your argument or analysis.

Common error

Avoid overstating conclusions when using "given the available data". Recognize and acknowledge the limitations of the data, as it might not represent the complete picture.

Linguistic Context

The phrase "given the available data" functions as a prepositional phrase that introduces a statement or conclusion that is conditional on the information currently accessible. As Ludwig AI confirms, this phrase is a valid and common way to qualify an assertion based on existing evidence.

Expression frequency: Very common

Frequent in

Science

74%

News & Media

12%

Formal & Business

5%

Less common in

Encyclopedias

2%

Wiki

2%

Reference

0%

Ludwig's WRAP-UP

In summary, "given the available data" is a frequently used and grammatically sound prepositional phrase that serves to ground statements and conclusions in existing evidence. As Ludwig AI confirms, this phrase is commonly used across various domains, including science, news, and business. When using this phrase, it's important to ensure that the data being referenced is clearly defined and that the limitations of that data are acknowledged to avoid overstating conclusions. Alternatives such as "based on the existing data" or "considering the current information" can be used to convey similar meanings. This phrase is most appropriate for formal and scientific contexts where objectivity and reliance on evidence are emphasized.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the existing data

Emphasizes that the data already exists or has been collected.

considering the current information

Highlights the act of taking the information into account.

in light of the data at hand

Implies a careful evaluation of the immediately available data.

with the data available

A more concise and direct way of expressing the same idea.

using the present data set

Specifically refers to a structured collection of data.

from the perspective of the available data

Highlights the viewpoint established on the foundation of the data.

on the basis of the data accessible

Emphasizes accessibility and the data's role as a foundation for reasoning.

taking into account the data

Focuses on the action of including the data in one's assessment.

considering what we know

Broadens the scope to include all forms of knowledge, not just structured data.

in view of the evidence

Emphasizes the evidential nature of the information being considered.

FAQs

How can I use "given the available data" in a sentence?

You can use "given the available data" to introduce a conclusion or assessment that is based on the information that is currently accessible. For example, "Given the available data, we can conclude that the project is on track for completion by the end of the month."

What phrases are similar to "given the available data"?

Alternatives to "given the available data" include "based on the existing data", "considering the current information", or "in light of the data at hand".

Is it appropriate to use "given the available data" in formal writing?

Yes, "given the available data" is appropriate for formal writing, especially in scientific, academic, and business contexts, as it clearly indicates that your statements are grounded in evidence.

What should I keep in mind when using "given the available data"?

Remember to acknowledge the limitations of the available data. It's important not to overstate your conclusions and to recognize that more comprehensive data might lead to different insights. Be realistic about what can be inferred "with the data available".