|||

the research process is somewhat similar, from what I have experienced. The three main steps in the data science process are:

data sourcing—more than mere access, it’s also about understanding lineage and assessing quality and coverage;
data transformation—from filtering and simple arithmetic transformations to complex abductions like predictions and unsupervised clustering; and
results delivery—both socially and programmatically (i.e., as lines of code).

https://www.epicpeople.org/data-science-and-ethnography/
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