incremental data

USAGE SUMMARY

The phrase "incremental data" is correct and usable in written English.
It can be used in contexts related to data processing, software development, or data analysis, where data is collected or processed in small, manageable increments rather than all at once. Example: "The system is designed to handle incremental data updates, allowing for real-time analysis without overwhelming the database."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

46 human-written examples

But it can also become expensive when incremental data charges are taken into account.

The New York Times

Specifically, by the EPIA format, we develop an incremental data fitting algorithm in this paper.

Computers & Graphics

A number of systems for incremental data processing are available, such as Google's Percolator and Yahoo's CBP.

Future Generation Computer Systems

As one of the ELM variants, online sequential extreme learning machine (OS-ELM) provides a method to analyze incremental data.

Neurocomputing

"It's been such a controversial franchise that any bit of incremental data is going to get a lot of attention from the financial community," said Chris Schott, an analyst with JPMorgan.

The New York Times - Health

Evaluation results demonstrate that with our approach, the efficiency of privacy preservation on large-volume incremental data sets can be improved significantly over existing approaches.

Journal of Computer and System Sciences

Human-verified similar examples from authoritative sources

Similar Expressions

14 human-written examples

Then, the local linearized models are determined by using the incremental historical data around the cluster centers, which are obtained via the stochastic gradient descent algorithm with momentum and variable learning rate.

ISA Transactions

To allow for incremental training data, the existing projection matrices are updated with an eigenspace merging algorithm from Hall [50].

Journal of Big Data

In this paper, we described the characteristics of various tree-based high utility pattern mining methods designed to handle incremental stream data.

Human-centric Computing and Information Sciences

Global Market To Expand: With net subscriber additions in developed markets slowing down and voice minutes showing limited incremental elasticity, data is likely to provide the next wave of growth for wireless carriers.

Forbes

33 Indeed several recent publications have highlighted the incremental prognostic data (above that obtained from clinical variables) derived from several thousand perfusion CMR studies.

BMJ Open

Expert writing Tips

Best practice

In technical documentation, clarify the frequency or size of increments to provide a clear understanding of how the system manages data updates.

Common error

Avoid using "incremental data" interchangeably with terms like "real-time data" or "batch data". "Incremental data" specifies how data is processed, not necessarily the speed at which it arrives or the size of each update.

Linguistic Context

The phrase "incremental data" functions primarily as a noun phrase modifier, where the adjective "incremental" describes the nature of the "data". As Ludwig AI confirms, this term is commonly used in various fields to denote data that is processed or updated in small, manageable additions.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

20%

Formal & Business

10%

Less common in

Academia

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, "incremental data" is a common and correct term used to describe data that is processed or updated in small, manageable chunks. As Ludwig AI has validated, it's frequently found in scientific, news, and formal business contexts. When writing, it's crucial to distinguish it from similar terms like "continuous data" and use it appropriately to emphasize the step-by-step nature of data handling. Related phrases include "progressive data" and "accumulative data", which offer alternative ways to express similar concepts. Understanding these nuances can enhance precision and clarity in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

progressive data

Emphasizes the gradual accumulation or improvement of data over time.

accumulative data

Highlights the gathering of data through successive additions.

stepwise data

Focuses on the data being processed or received in distinct stages or steps.

phased data

Indicates that the data is introduced or analyzed in defined phases.

staged data

Similar to phased data, suggesting a deliberate sequencing of data introduction.

gradual data

Underlines the slow and steady increase or availability of data.

successive data

Highlights the sequential nature of the data being added or processed.

additive data

Focuses on the feature of the data as something that adds up to the whole.

layered data

Implies that the data is structured or built upon existing layers.

piecewise data

Emphasizes that the data is arriving, managed, or being delivered in pieces.

FAQs

How can I effectively use "incremental data" in a sentence?

Use "incremental data" to describe situations where data is processed or updated in small, manageable chunks. For example, "The algorithm processes "incremental data" to continuously refine its predictions".

What are some alternatives to using the phrase "incremental data"?

Depending on the context, you could use alternatives like "progressive data", "accumulative data", or "stepwise data" to convey a similar meaning, each emphasizing a slightly different aspect of the data's accumulation or processing.

Is it correct to say "incremented data" instead of "incremental data"?

While "incremented" describes the action of increasing, "incremental data" refers to the data itself that is added in increments. Therefore, "incremental data" is the more appropriate term in most contexts.

What's the difference between "incremental data" and "continuous data"?

"Incremental data" emphasizes the method of data addition or processing in discrete steps, while "continuous data" focuses on the uninterrupted flow of data. They describe different aspects of data handling and aren't typically interchangeable.