efficient data

USAGE SUMMARY

"efficient data" is correct and usable in written English.
It is commonly used to refer to information that is collected, stored, and/or analyzed in an efficient manner. For example, "The team used efficient data analysis techniques to identify the root cause of the issue."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

51 human-written examples

Looking for more efficient data storage solutions?

Stanford University

ddNF: An Efficient Data Structure for Header Spaces.

University of California, Berkeley

Capgemini has established a new approach for building energy efficient data centres.

The Guardian

Such energy concerns were driving them to design more efficient data centers.

The New York Times - Tech

Self-report (SR) is an efficient data collection method.

Journal of Pediatric Urology

Shortest pat data routing ensures energy efficient data routing.

The Journal of China Universities of Posts and Telecommunications

Human-verified similar examples from authoritative sources

Similar Expressions

9 human-written examples

Her research focuses on scalability, multi-resource packing and scheduling of efficient data-centric systems.

University of California, Berkeley

The software is often touted as a way to help thinly stretched police departments make more efficient, data-driven decisions.

MIT Technology Review

Mr. Patel is overseeing H.P.'s programs in energy-efficient data centers and technology.

The New York Times - Tech

The two acquisitions are intended to bolster Hewlett-Packard's aggressive efforts to sell big corporate customers energy-efficient data centers that can operate with fewer people.

The New York Times - Tech

"We found we can build more energy-efficient data centres with those than with the kind of high performance processors you find in a typical server".

The Guardian - Tech

Expert writing Tips

Best practice

When discussing data processes, clarify which stage is being optimized for efficiency. Specify if you are referring to collection, storage, analysis or retrieval to avoid ambiguity.

Common error

Avoid using "efficient data" without specifying the context of efficiency. Instead of stating that a dataset is "efficient", clarify which aspects are efficient, like storage, access or processing. Vague usage can make your writing less precise and impactful.

Linguistic Context

The phrase "efficient data" functions as a noun phrase where the adjective "efficient" modifies the noun "data". It describes a quality of the data itself. According to Ludwig, this phrase is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

27%

Academia

15%

Less common in

Formal & Business

7%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "efficient data" is a grammatically correct and widely used phrase that describes data optimized for resource utilization, speed, and accuracy. Ludwig AI confirms its grammatical correctness. The phrase is commonly used across diverse contexts, including science, news, and academia, indicating its versatility and broad applicability. When using "efficient data", it's essential to specify the context of efficiency to avoid vagueness and enhance clarity. Consider alternatives like "optimized data" or "streamlined data" depending on the specific nuance you wish to convey. Remember that specifying which aspect of data is most efficient (collection, analysis, storage, etc) will improve overall impact. Always aim to enrich this term with additional context, for a more informative and well structured message.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

optimized data

Focuses on the idea that the data has been improved or made more effective.

streamlined data

Emphasizes the simplification and improved flow of data processing.

cost-effective data

Highlights the balance between the value of the data and the resources used to obtain it.

resourceful data

Stresses the ability of the data to provide solutions or insights with minimal input.

effective data handling

Shifts the focus to the management and manipulation of data for improved results.

economical data storage

Highlights the characteristic of the data storage, emphasizing low consumption.

lean data practices

Emphasizes minimizing waste and maximizing value in data-related activities.

time-saving data

Focuses on the ability of the data to reduce the time required for analysis or decision-making.

high-yield data

Implies that the data provides a significant return in terms of insights or value.

well-managed data

Suggests that the data is organized and maintained in a manner that maximizes its utility.

FAQs

How can I use "efficient data" in a sentence?

You can use "efficient data" to describe processes, systems, or methods that optimize how data is handled. For example, "The new algorithm enables "efficient data analysis"" or "The company implemented an "efficient data management" system."

What are some alternatives to using "efficient data"?

Depending on the context, you could use alternatives like "optimized data", "streamlined data", or "cost-effective data". The best choice depends on which aspect of efficiency you want to emphasize.

What makes data "efficient"?

Data is considered "efficient" when it is structured, stored, and processed in a way that minimizes resource usage (e.g., time, storage space, computational power) while maximizing its utility and accessibility. It often involves "efficient data collection" and "efficient data storage".

How does "efficient data" contribute to better decision-making?

By enabling faster and more accurate analysis, "efficient data" allows organizations to make better-informed decisions. When data is readily accessible and easily processed, insights can be generated quickly, leading to more responsive and effective strategies. Effective data mining tools also help with "efficient data exploration".