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Chapter 8 · Data Science

Ethics Throughout the Data Science Cycle

Ethics in data collection — compliance, privacy, informed consent and security — in analysis and modeling — bias, fairness and anonymization — and in visualization and reporting.

20 of the 23 problems this chapter sets.

Sections

20 problems in your runThe whole chapter

Principles of Data Science: Access for free at https://openstax.org/books/principles-data-science/pages/1-introduction