DataFunTalk
Aug 16, 2021 · Fundamentals
Common Pitfalls in Problem Identification and Analysis Thinking for Data Analysts
The article explains how analysts should responsibly identify problems and choose analysis frameworks, illustrating typical traps such as unclear metric definitions, Simpson's paradox, and false causation through three practical scenarios and offering structured thinking methods to avoid chaotic analysis.
Simpson's paradoxanalysis frameworkanalysis pitfalls
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