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The phrase "a much larger aggregation" is correct and usable in written English.
It can be used when discussing a collection or grouping that is significantly bigger than another.
Example: "The study revealed that the data set included a much larger aggregation of participants than previously thought."
Alternatives: "a significantly larger group" or "a considerably bigger collection".
Exact(1)
Our study builds on this approach by synthesizing a much larger aggregation of available data to better characterize Hg variability and assess the current state of knowledge of seafood Hg content.
Similar(59)
Although the PBs retained a limiting membrane, they expanded to create a much larger space between the included storage protein aggregation and the membrane (Fig. 7N).
These control actions do not substantially affect the behaviour of the aggregation as far as controllability is concerned, since they act on a much larger time scale.
But a much larger number are struggling.
Inland waterways carry a much larger volume.
They are addressing a much larger topic".
Instead, wealth played a much larger role.
Get a much larger one".
This was a much larger commemoration.
Doug had a much larger humanitarian vision".
We need a much larger support.
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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