based on the data at hand

USAGE SUMMARY

The phrase "based on the data at hand" is correct and usable in written English.
You can use it when referring to conclusions or decisions that are derived from the current available data or information. Example: "Based on the data at hand, we can conclude that the new marketing strategy is effective."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

PM's can then organize the features into a hierarchy directly in the app to help them visualize their priorities based on the data at hand.

TechCrunch

After obtaining the predicted probability values conditional on the observable covariates (the propensity scores) from the binary estimation, matching was done using a matching algorithm that was selected based on the data at hand.

Ecological Processes

In January, Apptopia will roll out version two of its platform which will include optimization tools based on its learnings that can help speed up the time it takes to decide what action to take next, based on the data at hand.

TechCrunch

Based on the data at hand, we cannot confirm such preferential transmission.

Diabetes Care

His conclusions were based on the data at hand; he never overstepped this boundary.

Emerging Infectious Diseases

The Frequentists estimation is therefore not based on the data at hand but data at hand plus hypothetical repeated sampling in future with similar data.

BMC Public Health

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

These tools are based solely on the data at hand and do not need any additional parametric or statistical assumptions.

SERIEs

But for now, we can only interpret based on the data that we have at hand".

The New York Times

It would seem that a reasonable approach would be selection components deemed important to define cost and quality of the underlying data based on the question at hand and on data availability and formulate an A-score metric from there.

BMJ Open

These are based on the available information at hand and their experience.

Procedia Computer Science

Finally, we evaluated clinical associations of CTLP cottoning samples, based on the clinical information at hand.

BMC Genomics

Expert writing Tips

Best practice

Use "based on the data at hand" to explicitly show that your conclusions are derived from concrete evidence and not speculation.

Common error

Avoid making overly definitive statements when using "based on the data at hand" if the data is limited or preliminary. Acknowledge the limitations of your data to maintain credibility.

Linguistic Context

The phrase "based on the data at hand" functions as a prepositional phrase that modifies a verb or clause, indicating the foundation or justification for a conclusion, decision, or action. Ludwig AI suggests that the phrase is grammatically correct and usable in written English.

Expression frequency: Uncommon

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, "based on the data at hand" is a grammatically correct prepositional phrase used to justify actions or decisions with available information. As Ludwig AI confirms, it's suitable for formal and neutral contexts. Predominantly found in scientific and news media, the phrase provides a transparent link to the evidence. Remember to clearly define the referenced data and avoid overstating conclusions. Consider alternatives like "given the available data" for different stylistic nuances. The phrase emphasizes a reliance on factual information when making judgments or taking action.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

given the available data

This alternative focuses on the availability of the information used for decision-making.

considering the information available

It emphasizes the act of considering the existing information.

in light of the evidence

This phrase highlights the role of evidence in forming a judgment.

according to current data

It directly states that the information is up-to-date.

based on present evidence

Similar to "in light of the evidence", it stresses reliance on existing proof.

drawing from the existing data

This variant emphasizes the act of extracting information from available sources.

using the data at our disposal

It emphasizes the resources readily accessible to inform the decision.

relying on the data available

The focus here is on dependence on the available data for conclusions.

with the data we have

It is a more straightforward way to express the idea of using the data that's already there.

informed by the data in our possession

It indicates that the decision is influenced by the information held.

FAQs

How can I use "based on the data at hand" in a sentence?

You can use "based on the data at hand" to show that a decision or conclusion is derived from the available information. For example: "Based on the data at hand, we recommend increasing the budget."

What's a more formal alternative to "based on the data at hand"?

A more formal alternative could be "given the available data" or "in light of the evidence".

Is "based off the data at hand" grammatically correct?

While "based off" is sometimes used informally, "based on" is generally considered more grammatically correct in formal writing. Therefore, "based on the data at hand" is preferable.

What's the difference between "based on the data at hand" and "according to the data"?

"Based on the data at hand" implies a judgment or decision is made using the data, while "according to the data" simply states what the data shows without necessarily implying a decision.