informed by big data

USAGE SUMMARY

The phrase "informed by big data" is correct and usable in written English.
You can use it when discussing decisions, strategies, or insights that are based on data analysis and interpretation from large datasets. Example: "The marketing strategy was informed by big data, allowing the company to target its audience more effectively."

✓ Grammatically correct

Academia

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

How is your role at GE Ventures informed by big data?

Stanford University

Big bets are now being informed by Big Data, and no one knows more about audiences than Netflix.

The New York Times

Selected examples from genomics clinical decision making and from epidemiology informed by "big data" obtained from electronic healthcare data, claims data and even the social web will serve as the basis for exploration of the computational framework.

Harvard University

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Proponents of the big data revolution suggest that the value for physicians rests on the added information provided by big data analysis.

Critical Care

As we moved into the big data era, our businesses were informed by data.

Forbes

This framework is informed by spatial data and expert knowledge.

Science of The Total Environment

However, few of them take into account the geometry of the posterior informed by the data.

Journal of Computational Physics

At that point, mobile ads can be informed by desktop data.

MIT Technology Review

This article was informed by a data set known as the P.S.I.D. Transition to Adulthood Supplement.

The New York Times

The Energy Information Administration said the sharp downward revisions to its estimates were informed by more data.

The New York Times

Each application is informed by algorithmic data and, increasingly, machine learning.

Forbes

Expert writing Tips

Best practice

Use "informed by big data" to clearly indicate that decisions or analyses are based on insights derived from large datasets. This conveys a sense of data-driven decision-making.

Common error

Avoid using "informed by big data" when the influence of data is minimal or unsubstantiated. Ensure that the connection between the data and the outcome is clear and significant.

Linguistic Context

The phrase "informed by big data" functions as a past participle phrase acting as an adjective. It modifies a noun, indicating that something has been influenced or shaped by the analysis and insights derived from large datasets. Ludwig indicates that the phrase is grammatically correct.

Expression frequency: Uncommon

Frequent in

News & Media

36%

Science

32%

Academia

32%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "informed by big data" is a grammatically correct and usable expression indicating that something has been influenced or shaped by insights derived from large datasets, as confirmed by Ludwig. While not extremely common, it appears in various contexts, including news, academia, and science. When using the phrase, ensure that the connection between the data and the outcome is clear. Alternatives include ""shaped by big data"" or "data-driven". It is a strong way to demonstrate data-driven decision-making, strategic analysis, and reliance on empirical data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

shaped by big data

Emphasizes the influence of big data in shaping a particular outcome or decision.

guided by big data analytics

Highlights the analytical aspect and guiding role of big data.

based on big data analysis

Highlights the analytical foundation of the concept.

data-informed

A more concise phrasing to express that something is informed by data

relying on big data insights

Underscores the reliance on the knowledge and understanding gained from big data.

using insights from big data

Focuses on the actionable insights derived from big data.

drawing on big data

Focuses on extracting information or support from big data.

data-driven

Focuses on the characteristic of being driven by data, simplifying the original phrase.

leveraging big data

Highlights the act of utilizing big data to gain an advantage or understanding.

with big data as a foundation

Emphasizes that big data serves as the basis or starting point.

FAQs

How can I use "informed by big data" in a sentence?

You can use "informed by big data" to describe decisions, strategies, or analyses that are shaped by insights derived from large datasets. For example, "The marketing strategy was "shaped by big data", allowing the company to target its audience more effectively."

What can I say instead of "informed by big data"?

You can use alternatives like "data-driven", ""shaped by big data"", or "guided by big data analytics" depending on the context.

Is it better to say "informed by data" or "informed by big data"?

The choice depends on the scale of the data involved. "Informed by data" is suitable for smaller datasets, while "informed by big data" emphasizes the use of large and complex datasets. Big data implies a volume, velocity, and variety of data that goes beyond traditional data analysis methods.

What does it mean for a decision to be "informed by big data"?

It means that the decision-making process takes into account the insights, patterns, and trends identified through the analysis of large and complex datasets. This approach aims to improve accuracy and effectiveness by grounding decisions in empirical evidence. Using "insights from big data" allows for better strategic planning.