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The phrase "a recommendation based on" is correct and usable in written English.
You can use it when you want to indicate that a suggestion or advice is derived from specific information or evidence.
Example: "The committee provided a recommendation based on the results of the survey conducted last month."
Alternatives: "a suggestion derived from" or "an advice informed by".
Exact(21)
"And you can't really make a recommendation based on one case.
In each case Amazon made a recommendation based on the price of the book and its condition.
He has not yet been sentenced because prosecutors will make a recommendation based on his cooperation in the Stevens trial.
The task force said it was too soon to make such a recommendation based on available data from Fukushima.
With Rulo, LendingTree sorts and filters the list of offers and provides a recommendation based on the best option.
There's something called an awesome bar that lets users get URLs and sites just by hitting a couple keys and tapping a recommendation based on previous searches.
Similar(39)
Wherever there's a TiVo machine making a sitcom recommendation based on past preferences, I'll be there.
"It was a joint recommendation based on the fact that Cardozo has an already distinguished record in human rights and Holocaust research, and particularly has a strong program in the French Holocaust," he said.
A practical recommendation, based on our analytical flow visualizations above, is that waterdrive in doublets should never use an injection rate that is higher than the producer rate.
Unlike some decision aids that provide a rational recommendation based on formal utility assessment [ 19], this approach does not make a recommendation.
A consumer might tell Headspace they're "stressed out," and the app would make an appropriate recommendation based on the customer's history in the app.
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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