data has been accumulating

USAGE SUMMARY

The phrase "data has been accumulating" is correct and usable in written English.
It can be used when discussing the collection or gathering of data over a period of time, often in a research or analytical context. Example: "Over the past few months, data has been accumulating from various sources, providing us with valuable insights."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Large data has been accumulating in all aspects of our lives for quite some time.

Procedia Computer Science

At the same time, data has been accumulating to show that the opposite approach, known as "harm reduction," can help.

Vice

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Research on histone methylation has become the most flourishing area of epigenetics in the past fourteen years, and a large amount of data has been accumulated regarding its biology and disease implications.

Pharmacology & Therapeutics

It is only recently that a sufficient body of data has been accumulated to allow us to begin understand the specific roles played by discrete cell populations, to assess the importance of their relative contributions to the control of normal and pathological feeding, and to investigate how these functional populations work together to control food intake.

Appetite and Body Weight Integrative Systems and the Development of Anti-Obesity Drugs

A vast amount of structural data has been accumulated for RecA, RadA and Rad51 proteins, which were shown to form both rings and filaments without DNA [18] [25].

Plosone

A great amount of data has been accumulated on genetic variations in the human genome, but we still do not know much about how the genetic variations affect gene function.

Plosone

Phenotyping methods have been used for a long time, and a large body of data has been accumulated.

BioMed Research International

Over the last two decades, significant data has been accumulated linking Glutatione S-Transferases (GSTs) with the development of several diseases.

Disease Markers

A large amount of data has been accumulated on the binding of synthetic agonist ligands to ERα [ 31, 32].

Breast Cancer Research

Because of the remarkable progress of various high-throughput measuring instruments, a massive amount of various data other than sequence data has been accumulated.

BioMed Research International

The budding yeast, Saccharomyces cerevisiae, is one of the most comprehensively studied eukaryotic organisms and a substantial amount of biochemical and genetic data has been accumulated.

BMC Genomics

Expert writing Tips

Best practice

When using "data has been accumulating", ensure that the context clearly indicates the source and relevance of the data. This will enhance the clarity and impact of your statement.

Common error

Avoid using "data has been accumulating" when the data is irrelevant or lacks a clear connection to the main topic. Ensure that the accumulated data directly supports or informs your argument.

Linguistic Context

The phrase "data has been accumulating" primarily functions as a declarative statement, indicating that information is being gathered over time. It is often used to introduce or support an argument, as seen in the examples provided by Ludwig.

Expression frequency: Rare

Frequent in

Science

80%

News & Media

10%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "data has been accumulating" is a grammatically correct phrase used to describe the ongoing collection of information, as confirmed by Ludwig. It is most commonly found in formal and scientific contexts. While not a particularly frequent expression, it serves the communicative purpose of informing the audience that information is being compiled, setting the stage for analysis or conclusions. When using this phrase, ensure the relevance of the data to the topic at hand.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

information is accumulating

Substitutes "data" with "information", broadening the scope to include various types of knowledge.

data has gathered

Replaces "accumulating" with the synonym "gathered", implying a less formal collection process.

data has collected

Uses "collected" instead of "accumulating", suggesting a more deliberate and organized collection of data.

evidence is accumulating

Employs "evidence" instead of "data", suggesting the information supports a particular claim or hypothesis.

data is building up

Employs "building up" to convey the gradual increase of data over time.

data is amassing

Substitutes "accumulating" with "amassing", indicating a large quantity of data being gathered.

data is aggregating

Replaces "accumulating" with "aggregating", emphasizing the combining of data from various sources.

a body of data is growing

Rephrases to focus on the "body of data" and its growth, rather than the accumulation process itself.

the database is growing

Shifts the focus to the database itself, highlighting its expansion.

a trend is emerging

Focuses on the trend becoming apparent as a result of data accumulation.

FAQs

How can I use "data has been accumulating" in a sentence?

You can use "data has been accumulating" to describe a situation where information is gradually being collected over time, such as in research or analysis. For example, "Over the past year, "data has been accumulating" from various studies, suggesting a significant trend."

What are some alternatives to "data has been accumulating"?

Alternatives include "data has been collected", "data has gathered", or "evidence is accumulating", depending on the specific context and nuance you want to convey.

Is it more appropriate to use "data has accumulated" or "data has been accumulating"?

"Data has accumulated" implies a completed process, while "data has been accumulating" suggests an ongoing process. Choose the phrase that best reflects whether the data collection is finished or still in progress.

In what contexts is "data has been accumulating" commonly used?

This phrase is commonly used in scientific research, news reporting, and formal analysis to describe the gradual gathering of information. You might see it in contexts discussing trends, research findings, or historical developments.