a large accumulation of data

USAGE SUMMARY

The phrase "a large accumulation of data" is correct and usable in written English.
It can be used when discussing the collection or gathering of significant amounts of information, often in a research or analytical context. Example: "The researchers found a large accumulation of data that supported their hypothesis."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The radical theory, together with a large accumulation of data from organic analysis experiments, provided Liebig and Wöhler sufficient background to begin to analyze the complex organic compounds in urine.

Encyclopedia Britannica

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The statement included two sentences that referred to a "large accumulation" of documents.

The Guardian

Some 13,000 years ago, a large accumulation of icy water from melting glaciers was suddenly unleashed upstate.

The New York Times - Science

When the lemming population increases, many plants are consumed, and there is a large accumulation of feces.

Britannica

Though, in December 2012, Foreign Office minister David Lidington made a vague statement about a "large accumulation" of FCO documents.

Vice

No public announcement was made – though, in December of 2012, Foreign Office minister David Lidington made a vague statement about a "large accumulation" of FCO documents.

Vice

Thus, a large accumulation of evidence implicates soluble Aβ oligomers as highly promising therapeutic targets.

Plosone

A large accumulation of glutamine, a metabolite involved in glutathione synthesis was detected in T28dWH samples.

BMC Genomics

The wheat faba bean rotation induced a larger accumulation of soil nitrates.

Soil and Tillage Research

This suggests a larger accumulation of electrons in the heterojunction and reflects decreased charge recombination.

Nanoscale Research Letters

Moreover large accumulation of additional annotation data since the afore-mentioned studies is enough to justify a revisit to the problem.

BMC Genomics

Expert writing Tips

Best practice

When using "a large accumulation of data", clearly specify what the data pertains to for clarity and impact. For example, instead of just saying "a large accumulation of data exists", say "a large accumulation of data on climate change exists".

Common error

Avoid implying certainty or definitive conclusions solely based on the volume of data. Always acknowledge potential biases, limitations, and the need for rigorous analysis, even with "a large accumulation of data".

Linguistic Context

The phrase "a large accumulation of data" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes a substantial collection of information. Ludwig AI confirms that this phrase is grammatically correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

35%

News & Media

35%

Encyclopedias

30%

Less common in

Formal & Business

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "a large accumulation of data" is a grammatically correct and usable phrase that signifies a substantial amount of collected information. As Ludwig AI points out, it's suitable for various contexts, particularly in scientific, news, and encyclopedic sources. When using this phrase, make sure to specify the subject of the data. While it's common to emphasize the volume of data, it's also crucial to acknowledge potential biases and limitations. The phrase has several alternatives like "extensive data collection" and "substantial body of evidence" that may be used based on the desired emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

extensive data collection

Focuses on the process of gathering data extensively, rather than the resulting quantity.

substantial body of evidence

Emphasizes the evidentiary aspect of the collected data, highlighting its support for a claim.

significant data aggregation

Highlights the act of combining data from various sources into a unified dataset.

comprehensive dataset

Implies that the data is complete and covers all relevant aspects of a topic.

wealth of information

Uses a metaphorical expression to describe the abundance of available data.

mountain of facts

Emphasizes the sheer volume and overwhelming nature of the data.

vast information repository

Focuses on the storage and accessibility of a large collection of data.

ample data resources

Highlights the availability and usability of the data for research or analysis.

considerable statistical data

Specifies that the data is numerical and suitable for statistical analysis.

growing database

Suggests that the collection of data is actively expanding and being updated.

FAQs

How can I effectively use "a large accumulation of data" in a sentence?

Use "a large accumulation of data" to emphasize the substantial amount of information gathered. For instance, "The study benefited from "a large accumulation of data", leading to more reliable conclusions."

What are some alternatives to saying "a large accumulation of data"?

Consider alternatives like "extensive data collection", "substantial body of evidence", or "significant data aggregation" depending on the specific context and emphasis you want to convey. See more alternatives in the "extensive data collection" section.

Is it appropriate to use "a large accumulation of data" in formal writing?

Yes, "a large accumulation of data" is appropriate for formal writing, especially in scientific or academic contexts where data collection and analysis are central to the discussion. Just ensure that the data is properly contextualized and analyzed.

What's the difference between "a large accumulation of data" and "a significant amount of data"?

"A large accumulation of data" emphasizes the process of gathering and amassing information over time, while "a significant amount of data" focuses on the quantity of data as it exists at a particular moment. The best choice depends on whether you want to highlight the collection process or the resulting quantity.