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"data collected" is correct and usable in written English
It is typically used to refer to information that has already been collected and analyzed. For example, "The researchers analyzed the data collected from their survey."
Exact(60)
How was research data collected?
How was the data collected?
And how was the data collected?
Data collected in Parker, Arizona.
§ 612.3 Data collected and forecasts.
Data collected Sept. – Oct., 2014.
How are the data collected?
Piketty's argument builds on data collected in industrialised countries.
When was the data collected and by whom?
Data collected from the lander overnight began to arrive.
"There's an idea that data collected from a clinic is good and data collected from patients is bad," he said.
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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