accumulation of data

USAGE SUMMARY

"accumulation of data" is a correct and usable phrase in written English.
It is usually used when referring to the process of collecting, organizing and analyzing data, such as research or survey results. For example: "The survey was conducted to provide an accumulation of data about customer attitudes."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"I call my own shots, largely based on an accumulation of data," Trump says.

The Washington Post

There are opportunities and risks with the accumulation of data, just as there are for the accumulation of capital.

The Guardian

"What I'd like to see is many hands - women and men - involved in a neutral and dispassionate accumulation of data.

The Guardian - Books

While Mischel closely follows the steady accumulation of data from the laptops and the brain scans, he's most excited by what comes next.

The New Yorker

This accumulation of data will be of value only when companies act on it, she said, noting that some are already making changes.

The New York Times

But at 7 09 he tweeted this message: "I call my own shots, largely based on an accumulation of data, and everyone knows it.

The New Yorker

The piece explores the accumulation of data -- the expanding digital dossier -- through the life of a fictional digital native.

Harvard University

An important tool in the Data Scientists and Data Engineerss' toolbox, automated scraping scripts provide for efficient accumulation of data.

University of California, Berkeley

But the accumulation of data undermines the idea of a cohort effect.

The Economist

The accumulation of data on molecular constants helps to predict spectra and other properties of compounds.

Inverse Problems in Engineering Mechanics II International Symposium on Inverse Problems in Engineering Mechanics 2000 (ISIP 2000) Nagano, Japan

With research efforts and accumulation of data over the last two decades, safety concerns with potential systemic toxicities of peroxide-based tooth bleaching have largely diminished.

Nature

Expert writing Tips

Best practice

When discussing research findings, use "accumulation of data" to emphasize the comprehensive collection and analysis process that supports your conclusions.

Common error

Avoid phrases like "the gradual accumulation of accumulated data". Instead, focus on the specific insights gained from the data, rather than just the collection process itself.

Linguistic Context

The phrase "accumulation of data" functions primarily as a noun phrase. It refers to the process or result of gathering information. Ludwig AI confirms that the phrase follows standard grammar rules and is correct.

Expression frequency: Very common

Frequent in

Science

35%

News & Media

29%

Academia

15%

Less common in

Formal & Business

10%

Encyclopedias

1%

Social Media

0%

Ludwig's WRAP-UP

In summary, the phrase "accumulation of data" is a grammatically sound and frequently used term across diverse fields, particularly in science, news, and academia. According to Ludwig AI, it follows standard grammar rules and is correct. It describes the process of systematically gathering information for analysis and decision-making. While alternatives like "data collection" and "data aggregation" exist, "accumulation of data" emphasizes the comprehensive nature of the gathering process. When using this phrase, ensure it is not redundant and focus on the insights gained from the data. Ludwig's analysis of authoritative sources confirms its prevalence and relevance in formal and scientific contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data collection

Focuses specifically on the act of gathering data.

data aggregation

Emphasizes the process of combining data from multiple sources.

gathering of information

Uses more general terms for the process of collecting facts.

compilation of data

Highlights the organization of collected data.

build-up of data

Suggests a gradual increase in the amount of data.

massing of data

Implies a large quantity of data being collected.

hoarding of data

Carries a connotation of excessive or unnecessary data collection.

data accrual

A more formal term for the increase of data over time.

information gathering

Broader term referring to any kind of information collection.

data harvesting

Implies extracting data systematically, often automatically.

FAQs

What is the meaning of "accumulation of data"?

The phrase "accumulation of data" refers to the process of gathering and collecting data over a period, which can then be analyzed or used for various purposes.

How to use "accumulation of data" in a sentence?

You can use "accumulation of data" in a sentence like: "The research team focused on the "data collection" and analysis during the project's first phase to ensure an adequate "accumulation of data"."

What are some alternatives to "accumulation of data"?

Some alternatives to "accumulation of data" include "data collection", "data aggregation", or "gathering of information".

In what contexts is the phrase "accumulation of data" most commonly used?

The phrase "accumulation of data" is frequently used in scientific, academic, and business contexts when describing the collection and analysis of information for research, decision-making, or reporting purposes.