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The phrase "analysis and data collection" is correct and usable in written English.
You can use it in contexts related to research, studies, or any situation where gathering and examining information is involved.
Example: "The project will focus on analysis and data collection to ensure accurate results."
Alternatives: "data analysis and gathering" or "data assessment and collection".
Exact(26)
Namely, in qualitative research, analysis does not begin when all data is collected: Analysis and data collection occur simultaneously, often to the point where no new ideas are developing.
In experienced hands, this CHI model can be carried out in as little as 30 s per animal, with additional time required for subsequent posttraumatic analysis and data collection.
JV, SS, TD and BK contributed to histological analysis and data collection.
Third, we report the results of our sentiment analysis and data collection studies.
All gas analysis and data collection was performed using a FoxBox-C field gas analysis system (Sable systems International, Las Vegas USA).
TYG and LXF contributed to RNA analysis and data collection.
Similar(34)
A recent entrant in a long line of internet-based personality-analysis-and-data-collection tools, DeepSense's pitch is to help hiring managers figure out if potential employees are competent or not before they even come in for an interview.
Data collection and analysis occurred simultaneously, and data collection stopped once data saturation was achieved [ 21].
PN participated in analysis of laboratory samples and data collection and analysis.
Much more data have become accessible for analysis through novel technologies, new methods for data-analysis and data-collection have been developed, and most of it is available at the consumer level.
J Cui performed the statistical analysis and clinical data collection.
More suggestions(15)
analysis and data retrieval
scans and data collection
analytical and data collection
tests and data collection
analyses and data collection
assays and data collection
assessments and data collection
analysis and data gathered
analysis and data collected
analysis and data presentation
analysis and data explanation
analysis and data interpretation
analysis and data acquisition
analysis and data analysis
analysis and data visualisation
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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