leveraging prior data

USAGE SUMMARY

The phrase "leveraging prior data" is correct and usable in written English.
You can use it when discussing the use of existing data to enhance decision-making, analysis, or strategy in various contexts, such as business, research, or technology. Example: "By leveraging prior data, we can improve our predictive models and make more informed decisions."

✓ Grammatically correct

Science

Formal & Business

News & Media

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

This article leverages prior data collection efforts by using pre-compiled forum post data to model violent extremist recruitment within online social media.

Security Informatics

Another approach would be to leverage prior information in the evaluation and prioritization of genome wide association signal [ 18].

BMC Medical Genomics

The other tactic Hogan found for successfully obtaining research funding: leveraging prior grants to obtain new ones.

Science Magazine

Knowledge-based classifiers leverage prior domain information to construct the vector c.

Security Informatics

Avoiding the pitfalls in leveraging customer data.

Massachusetts Institute of Technology

Grammar Scaling: Leveraging FrameNet Data to Increase Embodied Construction Grammar Coverage.

University of California, Berkeley

Major industries from retail to aeronautics are leveraging big data.

Harvard Business Review

Duke researchers are leveraging Big Data to transform medicine.

Duke University

Second, BlaBlaCar is leveraging its data for the pricing structure.

TechCrunch

Leveraging science, data and technology is the answer.

Forbes

The key is leveraging the data intelligently.

Huffington Post

Expert writing Tips

Best practice

When writing about research or analysis, specify how "leveraging prior data" improves the outcome compared to not using it.

Common error

Avoid exaggerating the benefits of "leveraging prior data". Ensure that claims are supported by evidence and that the limitations of the data are acknowledged.

Linguistic Context

The phrase "leveraging prior data" functions as a verb phrase acting as a means to utilize pre-existing information for a specific purpose. It suggests an active and strategic use of data that has already been collected or compiled. Ludwig AI suggests that this phrase is grammatically correct and usable in written English.

Expression frequency: Rare

Frequent in

Science

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News & Media

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Formal & Business

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Less common in

Science

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News & Media

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Formal & Business

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Ludwig's WRAP-UP

In summary, the phrase "leveraging prior data" is a grammatically sound and usable expression that describes the strategic use of existing information. While its frequency is rare, it is often found in formal, scientific, and business contexts, emphasizing efficiency and optimization. Ludwig AI confirms its validity. Related phrases include "utilizing existing data" and "capitalizing on previous data". When using this phrase, ensure you highlight the specific benefits and avoid overstating the impact.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

utilizing existing data

Focuses on the act of using data that already exists.

capitalizing on previous data

Emphasizes the benefit or advantage gained from using past data.

building upon prior data

Highlights the idea of adding to or extending existing data.

exploiting historical data

Suggests using past data to its fullest potential, possibly for a specific purpose.

applying past data

Focuses on the practical application of data collected previously.

employing prior data

Similar to utilizing, but may imply a more structured or formal approach.

making use of old data

A more general and less formal way of saying using prior data.

drawing on past data

Implies extracting insights or conclusions from previously gathered data.

taking advantage of historical data

Highlights the opportunistic use of existing data for current gains.

using data already collected

A straightforward way to express the use of pre-existing data.

FAQs

How can I use "leveraging prior data" in a sentence?

You can use "leveraging prior data" to describe how existing information is used to improve current analysis or decision-making. For example: "By leveraging prior data, we can improve our predictive models."

What can I say instead of "leveraging prior data"?

You can use alternatives like "utilizing existing data", "capitalizing on previous data", or "building upon prior data" depending on the context.

Which is correct, "leveraging prior data" or "leveraging past data"?

Both "leveraging prior data" and "leveraging past data" are grammatically correct. The choice depends on the specific context, with "prior" suggesting a more formal or technical tone.

What does "leveraging prior data" mean in research?

In research, "leveraging prior data" means using existing datasets, studies, or findings to inform new research, validate results, or gain deeper insights. This can save time and resources while enhancing the credibility of the research.