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The phrase "a vast compilation of data" is correct and usable in written English.
You can use it when describing a large collection or aggregation of information, often in a research or analytical context.
Example: "The research team presented a vast compilation of data collected from various sources to support their findings."
Alternatives: "a large collection of data" or "an extensive dataset".
Exact(1)
Fuller has visited a hundred and seventy-three colleges and universities, all told, and architectural students at a great many of them now exchange information and keep in touch with each other and with a "World Resources Inventory" that Fuller has set up at Southern Illinois University — a vast compilation of data on raw and organized resources, human trends, and projected human needs.
Similar(59)
Seattle's extensive open data site offers a vast compilation of code enforcement complaints -- unpermitted construction, weed-filled lots, illegal junk storage and yards with too many chickens -- letting the public know how and whether those matters were resolved.
UndergroundNYC.com offers listeners a vast compilation of house, soul-stomping dance tracks popular during the mid-80's to the mid-90's.
Photios is famous mainly for his Bibliotheke, a vast compilation of ancient Greek literature, and a Lexicon, in which he collected notable words and expressions.
"Holy Ghost" is a vast compilation — you hear the full arc of Ayler's brief but intense career.
Reading through Legman's vast compilation of dirty jokes is a punishing experience, like being trapped in the men's room of a Greyhound bus station of the nineteen-fifties.
A compilation of bio-molecular network structures would be helpful in reorganizing a vast collection of data, and making them more accessible and valuable with respect to their information on cellular functions and processes.
This site offers a structured compilation of data on Bodies established by the Organization.
It offers a vast amount of data.
Google has a vast trove of data about its users.
High throughput genomics technologies generate a vast amount 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