2002 Cost-Benefit Data Collection Risk 
The Unofficial Google Data Science Blog
OCTOBER 12, 2017
Implicitly, there was a prior belief about some interesting causal mechanism or an underlying hypothesis motivating the collection of the data. As computing and storage have made data collection cheaper and easier, we now gather data without this underlying motivation.
Alation
FEBRUARY 1, 2022
David Menninger, Research Director at Ventana Research, argues that traditional, restrictive governance costs organizations time, money, and valuable insights. Data is valuable for the insights concealed within. And with data collection and replication growing so quickly, governance is more important than ever.
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