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"when taking into account" is correct and usable in written English.
You can use it when you are considering the circumstances or facts when making a decision or statement. For example, "When taking into account the fitness levels of the players, I think we should practice drills that don't require a lot of running."
Exact(60)
However, the capital fell behind Amsterdam when taking into account weekend samples only.
When taking into account inclusive wealth, the authors show, countries seem much richer.
Earnings appear less impressive when taking into account the new capital that banks have to hold.
When taking into account transfer market activity, in marketing terms, in TV money – anywhere, really.
When taking into account non-emergency aid, the organisation said it helped a total of 11.8 million people.
Looking at the richest countries, the relationship with health is stronger when taking into account economic inequality.
This is also important when taking into account the opinions multicultural families.
This behavior can be explained when taking into account rather different volume effects of martensitic transformations.
The 90% credible interval for the 1000 year flood becomes 40% smaller when taking into account historical data.
This is especially true when taking into account the error propagation produced during the calculation of the PCO2 difference.
The red/solid line corresponds to the effect when taking into account all traded corporations regardless of market sector.
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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