data gathered through

USAGE SUMMARY

The phrase "data gathered through" is correct and usable in written English.
It can be used when referring to information that has been collected via a specific method or source. Example: "The data gathered through surveys will help us understand customer preferences better."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Rich qualitative data, gathered through structured interviews, is presented.

Harvard Business Review

Presentation slides covering all data gathered through the Safe Return survey.

University of California, Berkeley

The results are compared to data gathered through desk studies and results extracted from recent questionnaires.

Energy Policy

An inductive protocol was used to analyse the data gathered through thematic interviews (N = 10).

The International Journal of Management Education

This is supplemented by qualitative data gathered through in-depth interviews with 25 managers.

Journal of World Business

An odds analysis uses data gathered through real-time experience tracking to determine which touchpoints influence customer behavior most.

Harvard Business Review

Our analysis is based on data gathered through participatory workshops and complemented by qualitative content analysis of relevant policy documents.

Journal of Hydrology

Building on qualitative data gathered through interviews and netnography, this study takes both retailers' and consumers' processes into account.

Journal of Retailing and Consumer Services

This time scale is based on cesium atomic clock data gathered through a data network of about 50 laboratories around the world, including NIST's.

The New York Times - Tech

We make use of a macro-micro framework and multilevel analysis on data gathered through the 2006 Canadian Census through a two-stage process.

Princeton University

What this actually meant was that the data gathered through statistics was transformed into an 'observable' state by acquiring volume and movement.

Columbia University

Expert writing Tips

Best practice

When using "data gathered through", ensure that the method of data collection is clear to the reader. For example, specify "data gathered through surveys" or "data gathered through experiments".

Common error

Avoid using "data gathered through" without specifying the collection method. This can leave the reader wondering about the reliability and validity of the data. Instead of saying "data gathered through research", be specific: "data gathered through interviews and surveys."

Linguistic Context

The phrase "data gathered through" functions as a prepositional phrase that modifies a noun, indicating the method or means by which data was collected. As Ludwig AI confirms, it is a grammatically sound and frequently used expression.

Expression frequency: Very common

Frequent in

Science

42%

News & Media

29%

Academia

22%

Less common in

Formal & Business

6%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "data gathered through" is a grammatically correct and versatile phrase used to describe how data has been collected. As Ludwig AI confirms, it is widely accepted and frequently employed across various contexts. It's particularly common in scientific, academic, and news-related writing. When using this phrase, it's crucial to be specific about the method of data collection to maintain clarity and credibility. Alternatives like "information obtained via" or "findings based on" can be used depending on the desired emphasis and context. By providing a clear indication of the data's origin, you enhance the trustworthiness and impact of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

information obtained via

Replaces "data" with "information" and "gathered through" with "obtained via", changing both the noun and prepositional phrase.

evidence collected by means of

Substitutes "data" for "evidence" and rephrases "gathered through" as "collected by means of", emphasizing the collection method.

insights derived from

Replaces "data" with "insights" and "gathered through" with "derived from", focusing on the result of the data collection.

findings based on

Changes "data" to "findings" and "gathered through" to "based on", highlighting the foundation of a conclusion.

statistics compiled using

Specifies "data" as "statistics" and alters "gathered through" to "compiled using", emphasizing the process of assembling data.

results from

Simplifies the phrase by using "results" instead of "data gathered through", focusing on the outcome.

input received via

Replaces "data" with "input" and "gathered through" with "received via", specifying the type of information and its reception.

metrics obtained from

Changes "data" to "metrics" and "gathered through" to "obtained from", focusing on quantifiable measurements.

intelligence acquired via

Replaces "data" with "intelligence" and "gathered through" with "acquired via", implying a strategic collection of information.

observations made during

Substitutes "data" with "observations" and "gathered through" with "made during", highlighting direct observation as the method.

FAQs

What does "data gathered through" mean?

The phrase "data gathered through" refers to information that has been collected or obtained by means of a specific process, method, or source. For example, "data gathered through surveys" indicates information collected via survey responses.

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

You can use "data gathered through" to specify how information was obtained. For instance, "The conclusions are based on "data gathered through interviews" and focus groups."

What are some alternatives to "data gathered through"?

Some alternatives include "information obtained via", "evidence collected by means of", or "findings based on", depending on the specific context.

Is "data gathered through" formal or informal?

The phrase "data gathered through" is suitable for both formal and informal contexts. Its appropriateness depends more on the surrounding language and the specific data collection method being described.