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"take the data" is a grammatically correct and commonly used phrase in written English.
It can be used in a variety of contexts to mean collecting or obtaining information or facts. Example: "The researcher will take the data from the survey responses and analyze it to draw conclusions about the study."
Exact(57)
When Facebook guards the gates, they take the data.
We will only take the data that's relevant for us to run our business.
Some say she should take the data; most say she should not.
You can take the data and compare it with the national average.
"They can take the data they have gathered in one medium and use it in the other mediums.
The analyst was not authorized to take the data home but had been doing so for several years.
Take the data team at LaNacion, recently shortlisted for the Data Journalism awards for their work on transport subsidies.
But even Ms. Munsch cautions couples not to take the data too much to heart.
But for now, the activist investor is willing to take the data processor's holdings in the State Street Corporation.
"We take the data back and analyze what the signal off the tip is telling us about how strong or weak layers are within the snow pack".
I take the data to be valid, but I feel the manner of describing it too often sets up conservatives to look bad".
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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