data collected through

USAGE SUMMARY

The phrase 'data collected through' is correct and usable in written English.
You can use it when you are referring to the method by which data was gathered. For example: "The survey provided valuable data collected through online questionnaires."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Data collected through Grab's app, on users' movements and transactions, is used to assess their creditworthiness.

The New York Times - Tech

Oh, and how many US persons have had their data collected through Prism and other 702 programs?

The Guardian - Opinion

Data collected through the National Family Health Survey-2 are used in the present study.

Princeton University

Data collected through the survey in 2014 includes maps, photographs, scanned archival documents, and video.

University of California, Berkeley

The procedure involves data collected through the use of two, different, nanoindenter tips.

International Journal of Solids and Structures

Those systems can include overhead surveillance and data collected through cyber operations and other intercepted communications and electronic signals.

The Guardian

Smart companies are trading in highly rigorous research for quick, nearly scientific data collected through social media platforms.

Harvard Business Review

Cows were fed a common postpartum diet and data collected through 63 d in milk.

Journal of Dairy Science

The model is calibrated on empirical data collected through online surveys.

Journal of Retailing

The investigation is based on the data collected through full-factorial design of experiments.

Journal of Materials Processing Technology

Treatment diets were fed and data collected through 42 d in milk.

Journal of Dairy Science

Expert writing Tips

Best practice

When using "data collected through", ensure that the method of collection is clearly specified to provide context and transparency.

Common error

Avoid using "data collected through" without specifying the method. Instead of saying "data collected through surveys", be specific: "data collected through online surveys" or "data collected through household postal surveys".

Linguistic Context

The phrase "data collected through" functions as a prepositional phrase that modifies a noun, indicating the method or means by which data was acquired. As Ludwig AI confirms, the phrase is correct and widely usable. The examples show the phrase in various academic and business contexts.

Expression frequency: Very common

Frequent in

Science

38%

News & Media

29%

Academia

17%

Less common in

Formal & Business

14%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "data collected through" is a versatile and grammatically sound phrase used to specify the method of data acquisition. As Ludwig AI confirms, it is appropriate for various contexts, especially in academic, scientific, and professional writing. To enhance clarity, always specify the exact method used. Alternatives include "data gathered via" or "data obtained by means of". By understanding these nuances, writers can effectively communicate their research methodologies and findings with precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data gathered via

Replaces "collected through" with "gathered via", emphasizing the means of collection.

data sourced through

Indicates the channels or origins through which the data was obtained.

data acquired using

Highlights the tools or methods utilized in the data acquisition process.

data compiled via

Indicates that the data was assembled or put together through a specific method.

data obtained by means of

Uses a more formal tone to indicate the method by which data was acquired.

data drawn from

Similar to "derived from", this highlights the extraction of data from a source.

data derived from

Focuses on the source from which the data originated.

data ascertained from

Emphasizes the process of discovering the data from a particular source.

data analyzed from

Indicates the origin of the data once the process of analysis is done.

data from

A more concise way of specifying the origin or source of the data.

FAQs

How can I use "data collected through" in a sentence?

You can use "data collected through" to specify the method or tool used to gather information, such as "The analysis is based on data collected through qualitative interviews" or "The model is calibrated on empirical data collected through online surveys".

What are some alternatives to "data collected through"?

Alternatives include phrases like "data gathered via", "data obtained by means of", or "data acquired using", which all convey similar meanings with slight variations in tone and emphasis.

Is it better to use "data collected through" or "data gathered through"?

Both "data collected through" and "data gathered through" are grammatically correct and generally interchangeable. The choice often depends on personal preference or the specific context, as they have nearly identical meanings.

What does "data collected through" imply about the research process?

Using "data collected through" suggests that the research involved a systematic approach to gathering information, whether through surveys, interviews, experiments, or other defined methodologies. It emphasizes the method by which the data was obtained.