Compute correlation between features using various methods (Pearson, Spearman, Kendall, Phi K, Cramers V, or Auto). Supports pandas, polars DataFrames, and Arrow tables.
Generate a comprehensive HTML data profiling report from a DataFrame.
Generate a pairplot visualization showing pairwise relationships between features.
Perform Principal Component Analysis and generate visualization.
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