Tabular EDA — Done Right

Whenever you get handed a new tabular dataset, stop. Do not jump straight to XGBClassifier(). Ten minutes of EDA will catch problems that would otherwise destroy your downstream model — target leakage, high-cardinality explosions, MAR missing data, non-linear features that Pearson correlation says are useless. This skill is the workflow.

When to use this skill