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The phrase "database of" is a correct and usable piece of English.
You can use it when you are referring to a database containing information on a specific topic or subject. For example, "We used a database of customer records to find out more information."
Exact(57)
FBI Prepares Vast Database Of Biometrics [Washington Post].
The database of our authors!
Brad Pasanek's online database of metaphors.
Yekimov has a database of rehabilitation centers.
But it lacked a digital database of maps.
The third is a database of credit card transaction information.
It's a database of recipes, cross-referenced with various allergies.
"There is no national database of youth clubs in existence".
We also need a national public database of police killings.
Creating a searchable database of images is more complex.
OneCare updates its own database of viruses daily.
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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