batches of data

USAGE SUMMARY

The phrase "batches of data" is correct and usable in written English.
It can be used when referring to groups or collections of data that are processed or analyzed together. Example: "The system is designed to handle large batches of data efficiently to improve processing speed."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

23 human-written examples

Finally, the promised graph appeared on the screen, showing the first of 91 batches of data.

The New York Times - Science

Instead of searching through impossibly large batches of data, Facebook decided to focus on a subset of political ads.

The Washington Post

For example, the systems may have the capacity to send large batches of data only each night — whereas the law envisions real-time processing of applications.

The Washington Post

Our framework updates a model iteratively as the analyst cleans small batches of data, and includes numerous optimizations such as importance weighting and dirty data detection.

University of California, Berkeley

According to the prediction, our method generates a reference table to guide the allocation of next batches of data evenly.

Future Generation Computer Systems

Hackers have since released eight batches of data on employees and celebrities — though the people behind the group, as well as their requests, have not been revealed.

Independent

Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

They'll get a simple batch of data – a health report about 11 hours later.

The Guardian

The previous batch of data was released late on Friday of budget week.

The Guardian - Business

Weiser said he expected to get the first batch of data back in mid-February.

The Guardian

Now two researchers have tried to resolve it, using an unusual batch of data: numbers of recovered coin hoards.

The New York Times - Science

The headline was the release of the most recent batch of data from the spacecraft.

The Economist

Expert writing Tips

Best practice

When discussing data processing or analysis, use "batches of data" to emphasize that the data is being handled in discrete units rather than continuously.

Common error

Avoid using "batches of data" when referring to extremely small or granular pieces of information; the term implies a reasonably substantial quantity processed together. Consider "data points" or "data entries" for singular items.

Linguistic Context

The phrase "batches of data" functions primarily as a noun phrase, often serving as the object of a verb or preposition. It refers to collections or groups of information that are processed or analyzed together. Ludwig's examples show its use in contexts such as scientific analysis, data cleaning, and machine learning.

Expression frequency: Rare

Frequent in

Science

33%

News & Media

33%

Academia

33%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "batches of data" functions as a noun phrase, typically found in professional, technical, and scientific contexts. According to Ludwig, the phrase is grammatically correct and serves to describe organized data handling, analysis, or processing. While Ludwig AI indicates that examples are rare, the phrase is readily understood and utilized, with alternatives such as "sets of data" or "groups of data" available for varied contexts. Keep in mind that it's not interchangeable with terms implying continuity, such as "streams of data".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

sets of data

Focuses on the collection nature of the data, emphasizing the data is grouped together.

groups of data

Highlights the act of grouping the data, implying a deliberate arrangement.

chunks of data

Emphasizes the segmentation of data into manageable units.

clusters of data

Indicates data points that are closely related and grouped together based on similarity.

segments of data

Refers to distinct portions of a larger dataset, typically divided for analysis or processing.

collections of data

Stresses the accumulation of data from various sources into a unified whole.

piles of data

Suggests a large, unstructured accumulation of data, often implying disorganization.

streams of data

Implies a continuous flow of data, often in real-time or near real-time.

data packets

Refers to small, discrete units of data transmitted over a network.

data compilations

Highlights the act of gathering and arranging data into a systematic format.

FAQs

How can I use "batches of data" in a sentence?

You might say, "The machine learning model was trained using successive "batches of data" to improve its accuracy".

What are some alternatives to using "batches of data"?

Depending on the context, you could use "sets of data", "groups of data", or "chunks of data".

Is "batch of data" or "batches of data" more appropriate?

"Batch of data" refers to a single set, whereas "batches of data" refers to multiple sets. Choose the correct form based on whether you're discussing one or more sets of data.

What's the difference between "batches of data" and "streams of data"?

"Batches of data" implies discrete sets processed at intervals, while "streams of data" suggests a continuous, flowing input of information.