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Data Collection Tools Techniques and Processes Discussion

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What are some of the data collection tools, techniques, and processes used across various industries? What is the difference between data collection and data ingestion?

References:
https://www.cpgdatainsights.com/get-started-with-nielsen-iri/household-panel-data-overview/ (Links to an external site.)
https://www.wired.com/story/google-tracks-you-privacy/ (Links to an external site.)
https://www.comscore.com/ (Links to an external site.)
https://liveramp.com/