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Exploratory

nounid 4885·updated May 13, 2026
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Framework definitions

NIST/SEMATECH e-Handbook of Statistical Methods1 senseview framework →
§1
Exploratory Data Analysis (EDA) is an approach/philosophy for data analysis that employs a variety of techniques (mostly graphical) to 1. maximize insight into a data set; 2. uncover underlying structure; 3. extract important variables; 4. detect outliers and anomalies; 5. test underlying assumptions; 6. develop parsimonious models; and 7. determine optimal factor settings.

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