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"over those years" is correct and usable in written English.
You can use it to refer to a period of time spanning multiple years in the past. For example, "I've seen many changes in the town over those years."
Exact(60)
Armstrong won nearly $4 million over those years.
The total contract over those years came to $131 million.
"I became a team player over those years," she says.
Over those years I spent many days at ECMWF.
Over those years, Rinn discovered and is now investigating a new category of RNA.
And to me it has made a lot of difference over those years".
Off and on over those years, I also wrote on the subject of poverty.
Endless targets have been set over those years, missed, and duly forgotten or rewritten.
Life expectancy increased over those years in all 13 countries, and so did health care costs.
The defense has pointed out that Yukos did not pump that volume over those years.
The study showed how over those years, Facebook made changes that elicited increasing amounts of data.
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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