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Discover LudwigSuggestions(5)
"data were collected through" is correct and usable in written English.
You can use it when you want to talk about the method through which the data was gathered. For example, "Data were collected through online surveys."
Exact(60)
Data were collected through semistructured interviews.
Data were collected through an online questionnaire.
Data were collected through telephone interviews.
Data were collected through interviews and documentary review.
The sample data were collected through questionnaire surveys.
Data were collected through 14 individual qualitative interviews, Table 1.
The primary data were collected through household surveys.
Data were collected through a survey titled Career Path Survey.
Data were collected through observations, semi-structured interviews, and questionnaires.
Data were collected through questionnaires, policy documents, and interviews.
The data were collected through documentation, questionnaire, observation, and test.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com