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EDA
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Exploratory Data Analysis by Building (two projects in parallel)
topic
E06 · Build: Univariate Analysis — Categorical Features
Counts, proportions and cardinality
10 min
Clean inconsistent labels
10 min
Consolidate categories (domain logic first, bad rate second)
10 min
Identifier-like and high-cardinality fields
10 min
Total: 0.7 h of applied study listed above.
E06 · Build: Univariate Analysis — Categorical Features · 1x1labs.ai