collected over time

USAGE SUMMARY

"collected over time" is a correct phrase that can be used in written English.
This phrase is typically used to describe something that was gathered or accumulated gradually over a long period of time. For example, "I have collected many treasured items over time that make my home feel special."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"We have a room filled with a collection of Eight Balls — " "Those Eight Balls were collected over time," Kohan said.

The New Yorker

The data collected over time can be plotted on graphs on the Palm, and notes and sketches can be added.

The New York Times - Tech

"My work is always a mix of stuff collected over time and all over the place," she explained.

The New York Times - Arts

Blizzard has built a Pet Battle system for the game where owners can challenge each other to team battles involving the pets they've collected over time.

The Guardian - Tech

But it was an early revelation about time series data — sets of data that are collected over time, like daily stock prices, interest rates and consumer spending habits — that earned him his greatest honor.

The New York Times

Maternal and pup fluids and tissues were collected over time.

Reproductive Toxicology

A quasi-experimental design was used, and multiple source data was collected over time.

Journal of Vocational Behavior

Their work used remote sensing data collected over time to detect change.

Carbon Balance and Management

Appropriate modeling should be used and validated when epidemiological data have been collected over time.

Health Economics Review

Pseudo-panel data are pooled cross-sectional data collected over time.

IZA Journal of Labor Economics

Visual stimuli are presented to subjects during experiment tests and fMRI data are collected over time.

Brain Informatics

Expert writing Tips

Best practice

When using "collected over time", ensure the time frame is relevant to the context. Specify the period if it adds clarity, for example, "data collected over the past decade".

Common error

Avoid assuming that "collected over time" automatically implies a significant or representative sample. Clarify the collection method and potential biases to maintain transparency.

Linguistic Context

The phrase "collected over time" primarily functions as an adjectival modifier, describing nouns such as "data", "samples", or "artifacts" that have been accumulated or gathered gradually across a period. As per Ludwig AI, the phrase is correct and can be used in written English.

Expression frequency: Very common

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "collected over time" is a common and grammatically sound expression used to describe something that has accumulated gradually. Ludwig AI confirms its correctness in written English. Predominantly found in scientific and news contexts, this phrase emphasizes the temporal aspect of accumulation. While versatile, writers should specify the timeframe and collection method for clarity. Alternatives like "accumulated gradually" offer nuanced variations. Using "collected over time" effectively helps convey the process and significance of gradual accumulation in diverse domains.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

accumulated gradually

This emphasizes the gradual nature of the accumulation, removing the explicit time reference.

gathered incrementally

Focuses on the step-by-step nature of the gathering process.

built up steadily

Highlights the continuous and consistent increase over time.

amassed progressively

Stresses the increasing quantity or amount acquired.

developed gradually

Emphasizes the slow and progressive evolution or growth.

accrued sequentially

Highlights that the accumulation happened in a specific order.

garnered bit by bit

Focuses on the small, individual contributions to the whole.

aggregated historically

Relates the collection to a historical context or record.

compiled longitudinally

Highlights the use of longitudinal data collection methods.

assembled piece by piece

Emphasizes the construction or creation through individual components.

FAQs

How can I use "collected over time" in a sentence?

You can use "collected over time" to describe data, artifacts, or experiences that have been accumulated gradually, such as: "The museum houses artifacts "collected over time" from various civilizations."

What are some alternatives to "collected over time"?

Alternatives include "accumulated gradually", "gathered incrementally", or "built up steadily" depending on the nuance you want to convey.

Is it better to say "data collected over time" or "longitudinal data"?

"Data collected over time" is more general. "Longitudinal data" refers specifically to data collected from the same subjects at multiple points in time, making it more precise in certain contexts.

What implications does using "collected over time" have for data analysis?

Data "collected over time" allows for trend analysis, identification of patterns, and understanding of changes over a specified duration, offering insights that cross-sectional data cannot provide.