massive data sets

USAGE SUMMARY

The phrase "massive data sets" is correct and usable in written English.
It can be used when referring to large collections of data that are analyzed for insights or patterns, often in the context of data science or analytics. Example: "The research team is working with massive data sets to uncover trends in consumer behavior."

✓ Grammatically correct

Academia

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

56 human-written examples

The LEAS method can be scaled to massive data sets, the researchers said.

Cornell University

His research focuses on algorithms for massive data sets, verifiable computation and computational learning theory.

University of California, Berkeley

More recently, Blei has experimented with statistical techniques to extend probabilistic models to massive data sets.

Columbia University

T.S. Jayram's research interests are in massive data sets, computational complexity, and probabilistic databases.

University of California, Berkeley

Invited talk at Workshop on Algorithms for Modern Massive Data Sets (MMDS), Stanford, July 13 , 2012

University of California, Berkeley

"We're using massive data sets and virtually infinite computing engines," says Ben Thompson, program manager for sustainable business at Autodesk.

The Guardian

Thanks to the advanced technology in astronomical observations, astronomers have collected massive data sets.

Journal of Network and Computer Applications

Human-verified similar examples from authoritative sources

Similar Expressions

4 human-written examples

We started the MMDS Workshops on "Algorithms for Modern Massive Data Sets" to address algorithmic and statistical challenges in modern large-scale statistical data analysis.

Stanford University

Spring 15 Spring 14. CS341, Project in Mining Massive Data Sets.

Stanford University

CS341 is an advanced project based course, framed as the natural continuation of CS246 - Mining Massive Data Sets.

Stanford University

In Winter 2019, CS246H: Mining Massive Data Sets: Hadoop Labs is a partner course to CS246 which includes limited additional assignments.

Stanford University

Expert writing Tips

Best practice

When discussing the scale of data, use "massive data sets" to emphasize the size and complexity involved, especially in contexts like scientific research or data analysis. It conveys a sense of significance and potential challenges in handling the data.

Common error

Avoid using "massive data sets" merely as a buzzword. Instead, ensure that the context justifies the term by highlighting the specific challenges or opportunities presented by the data's size and complexity. Always mention if the "data set" is not only large but complex.

Linguistic Context

The phrase "massive data sets" primarily functions as a noun phrase, acting as the subject or object in a sentence. Ludwig shows it describes large collections of information used for analysis and insight extraction.

Expression frequency: Very common

Frequent in

Academia

36%

Science

36%

News & Media

23%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "massive data sets" is a widely used and grammatically sound phrase referring to extremely large collections of data, as validated by Ludwig. Its primary function is to describe the scale of data, often in scientific, academic, or technological contexts. While it's acceptable to use alternatives like ""large data sets"" or ""big data sets"", using "massive data sets" effectively involves understanding the context and avoiding overuse as a mere buzzword. The phrase is most prevalent in academia and scientific research, indicating its formal and technical nature.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

large data sets

Focuses on the size aspect, similar to the original phrase but less emphatic.

extensive data sets

Emphasizes the comprehensiveness and breadth of the data.

huge data sets

Uses a more informal synonym for "massive", maintaining the emphasis on size.

vast data sets

Highlights the immense scale of the data collection.

big data sets

A common term in the field, synonymous with massive in a technological context.

voluminous data sets

Stresses the large quantity of data involved.

immense data sets

Similar to "massive", indicating a very large size.

enormous data sets

Another synonym emphasizing the great size or extent of the data.

large-scale data collections

Shifts the focus slightly to the act of collecting, while still implying large size.

substantial data sets

Indicates a considerable amount of data, though less extreme than "massive".

FAQs

How can I effectively use "massive data sets" in a sentence?

Use "massive data sets" to describe situations where the sheer volume of data presents unique analytical challenges or opportunities. For example, "Researchers are leveraging massive data sets to identify patterns in consumer behavior."

What are some alternatives to using the phrase "massive data sets"?

Depending on the context, you could use phrases such as "large data sets", "extensive data sets", or "big data sets". The best choice will depend on the specific nuance you want to convey.

Is there a difference between "massive data sets" and "big data"?

While often used interchangeably, "massive data sets" simply refers to the size of the data, whereas "big data" implies not only volume, but also velocity (the speed at which data is generated) and variety (the different types of data).

In what fields is the term "massive data sets" most commonly used?

The term "massive data sets" is frequently used in fields such as data science, machine learning, genomics, finance, and social sciences, where large volumes of data are common and essential for analysis and discovery.