References

Exploratory Data Analysis

John W. Tukey (1977)

Addison-Wesley.

Abstract. Tukey's manifesto for looking at data before testing it: stem-and-leaf plots, box plots, five-number summaries, smoothing, and the explicit separation of exploratory (descriptive, hypothesis-generating) from confirmatory (hypothesis-testing) analysis. Influential well beyond statistics; foundational for designers reading usability data.

Tags: statistics eda foundational

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