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The phrase "amount of data collection required" is correct and usable in written English.
It can be used when discussing the quantity or extent of data that needs to be gathered for a specific purpose or project.
Example: "The amount of data collection required for this study is significant, as we need to ensure comprehensive results."
Alternatives: "volume of data gathering needed" or "extent of data collection necessary".
Exact(1)
The case-cohort sampling design, initially introduced by Prentice [ 1], reduces the amount of data collection required compared to full cohort studies by efficient sampling of the non-diseased individuals.
Similar(58)
Accurate data collection requires a considerable amount of time and motivation by participating institutions and their employees; therefore, participation is voluntary.
PCA can therefore be used to optimize the design of future clinical studies though highlighting the key behavioural tests of relevance and thereby minimizing the required amount of data collection.
Detecting key locations requires some amount of data collection and analysis.
We then performed a sensitivity analysis of the model to optimize the timing and amount of data collection.
The large amount of data collection could be perceived as a limitation of this study.
Therefore, the amount of data collection should be paid more attention in further studies.
One of the concerns relevant to neuroimaging data (and becoming even more so with the increased pace of data collection [ 15]) is the amount of data storage required to store the time series data.
In order to cover all the desired emotions, a significant amount of data is required, which poses an additional time-consuming data collection challenge.
A log of the data collection process was maintained, with the amount of data collected in one three-hour sessional block and problems in data collection recorded.
At each stage of data collection, language learners were required to write a summary in response to the graphic prompt designed for data collection.
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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