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The phrase "a large scale analysis" is correct and usable in written English.
It can be used when referring to an analysis that covers a broad scope or involves a significant amount of data or subjects.
Example: "The researchers conducted a large scale analysis of the environmental impact of urban development."
Alternatives: "a comprehensive analysis" or "an extensive analysis".
Exact(18)
A large scale analysis of intron presence/absence patterns in many gene families and species is a necessary step to clarify the role of these introns.
In a large scale analysis of Rab protein distribution, Gurkan et al. found that, despite their high homology, Rab5a, b and c exhibited distinct tissue distribution [17].
Recently, Boyer et al. have conducted a large scale analysis of promoter binding for OCT4 in human ES cells using ChIP-Chip technologies [33].
Therefore, our main contribution is to shed light on the relatedness between some selected information measures for graphs by performing a large scale analysis using chemical networks.
To our best knowledge, such a large scale analysis involving the classical topological information content has not been done so far.
This proposal is consistent with a large scale analysis performed by Koonin and collaborators [ 27].
Similar(42)
A large-scale analysis found that age was the most critical factor in determining which way people voted in 1997.
Amid an international debate about the side effects of drugs taken for depression, a large-scale analysis of British medical records has found little difference in rates of suicidal behavior among patients given some of the most commonly prescribed medications.
A large-scale analysis like this hasn't been performed (at least publicly) yet, so the findings are pretty shocking.
But researchers lacked a large-scale analysis of these traits across a wide variety of breeds.
In a different type of study, Leetaru [13] performed a large-scale analysis of 30 years of digitized news articles.
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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