Unverified50% confidenceFactExact time
Exploratory data analysis emphasizes discovering patterns, anomalies, and associations without a clear hypothesis and places high demands on flexibility and iteration speed; confirmatory analysis conducts statistical testing or causal inference on existing hypotheses and places high demands on rigor and reproducibility.
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10/23/2026
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