accumulated data

USAGE SUMMARY

"accumulated data" is a correctly used phrase in written English.
You can use it when referring to data or information that has been collected or gathered over a period of time. For example: "After months of research, the team had accumulated a large amount of data which they used to draw their conclusions."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Analytical algorithms extract additional meaning from the accumulated data.

The Economist

Scientists used to think that we understand each other by observing each other and building hypotheses from the accumulated data.

The New Yorker

Through the 1990's he accumulated data showing storm patterns as far back as 5,000 years ago.

The New York Times - Science

His accumulated data give heft to what is in effect a twin biography, of the club and its owner-manager.

The New York Times - Books

Partnership's view is that the 18 years of accumulated data in its mortality database represents the real competitive advantage.

The Guardian - Business

Differences between mock-infected/control and experimental samples for the accumulated data were evaluated using one-tailed Student's t test.

Nature

The ground game today represents four years of accumulated data and organizing experience.

The New York Times

He is fond of graphs and the accumulated data is compelling.

The Economist

Accumulated data indicate that placental hypoxia is implicated in the pathogenesis of preeclampsia (PE).

Clinica Chimica Acta

Heating and cooling performance of the GSHP system is analyzed based on the accumulated data.

Geothermics

The approach assumes toxicity is nondecreasing with dose and fits an isotonic regression to accumulated data.

Controlled Clinical Trials

Expert writing Tips

Best practice

When using "accumulated data", specify the context or timeframe over which the data was collected to provide clarity and relevance.

Common error

Avoid using "accumulated data" without providing specific details about its source or relevance. Instead of saying "the accumulated data supports this", specify "the accumulated data from the clinical trial supports this conclusion".

Linguistic Context

The phrase "accumulated data" functions primarily as a noun phrase, where "accumulated" acts as an adjective modifying the noun "data". Ludwig examples show it describes bodies of information gathered over time. It's used to refer to a collection of information.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

30%

Academia

20%

Less common in

Formal & Business

3%

Encyclopedias

2%

Reference

0%

Ludwig's WRAP-UP

In summary, "accumulated data" refers to information gathered over time, serving as evidence or support in various contexts. As noted by Ludwig AI, the phrase is grammatically correct and commonly used, especially in scientific, academic, and news-related content. When writing, it's best practice to specify the source and relevance of the data to avoid vagueness. Alternatives include "gathered information" or "collected evidence", but "accumulated data" maintains a formal tone suitable for professional settings. The phrase is most frequently encountered in science, news, and academia, as shown by Ludwig's examples.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

stored data

Simple and direct, emphasizing the state of the data being kept for future use.

gathered information

Focuses on the act of gathering, suggesting a less formal collection process than "accumulated data".

recorded observations

Highlights the act of observing and documenting information, suggesting a scientific or empirical context.

collected evidence

Emphasizes the evidentiary nature of the data, implying a purpose-driven collection.

compiled statistics

Highlights the statistical nature of the data and the act of compiling it into a structured format.

aggregated findings

Stresses the combination of individual findings into a larger whole.

long-term data

Focuses on the temporal aspect, specifying that the data has been collected over a significant period.

historical records

Indicates that the data pertains to past events and has been recorded over time.

existing datasets

Refers to pre-existing collections of data, implying that they are already organized and available for analysis.

archived information

Implies that the data has been stored for future use, often with a focus on preservation.

FAQs

How can I use "accumulated data" in a sentence?

You can use "accumulated data" to describe information that has been gathered over time, such as "The "accumulated data" indicates a significant trend" or "Researchers analyzed the "accumulated data" to draw conclusions".

What are some alternatives to using "accumulated data"?

Alternatives to "accumulated data" include phrases like "gathered information", "collected evidence", or "compiled statistics", depending on the specific context.

Is "accumulated data" a formal or informal phrase?

"Accumulated data" is generally considered a formal phrase suitable for academic, scientific, and professional contexts. It's less common in informal conversation.

What does "accumulated data" imply about the information being described?

"Accumulated data" suggests that the information has been collected over a period of time and may have been compiled from various sources. It often implies a degree of organization or analysis.