Systematic dataset analysis: schema inspection, data quality, distribution, correlations, and findings with numbers.
Approaches unknown datasets in five structured phases: schema inspection, data quality analysis (nulls, cardinality), distribution analysis (histograms, outliers), relationship discovery (correlations, group-bys), and findings reported with concrete numbers — never vague adjectives.
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