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The phrase “the most complete data” is correct and usable in written English.
You can use this phrase to refer to a set of data that is more complete or detailed than other sets. For example, “The research team collected the most complete data on this phenomenon.”.
Exact(60)
The most complete data is for Niger, and that is where we will begin this effort to build resilience.
He called the information management supplied to the Hewlett-Packard board "the most complete data I've seen going into a merger".
He digitally combined details from multiple photographs of the "Nativity," including black-and-white images, to create the "most complete data set possible".
The creator of the map – which manufactures equipment to protect against such attacks – warned that, while it draws from "one of the most complete data sets available, it was an incomplete picture".
When repeated measurements occurred for a period of time, the most complete data were selected for that period.
The most complete data set was collected on the Wirral, south of Liverpool (Clarke et al. 1985; Grant et al. 1996).
When we found duplicate reports of the same study in preliminary abstracts and articles, we analyzed data from the most complete data set.
Learning biological networks from even the most complete data sets is challenging; we argue that integrating new data types into the inference pipeline produces networks of increased accuracy, validity, and biological relevance.
The date 31 May 2013 was chosen because Adigrat has the most complete data, with only four gaps, on this storm than on any other storm during its operational lifetime.
To assess the quality of the decision, we used the lowest error rate, which represents the most complete data representation, i.e., the posterior risk (Levin 1963) was estimated and minimized.
The University of Texas System may have the most complete data in the country, thanks to a partnership with the U.S. Census Bureau.
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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