tables▌

Comprehensive statistical and quality analysis of database tables with structured profiling output. \n \n Generates column-level statistics tailored to data type: min/max/percentiles for numeric columns, length metrics for strings, date ranges for timestamps \n Performs cardinality analysis to identify categorical vs. high-cardinality columns and detect skewed distributions \n Assesses data quality across five dimensions: completeness (NULL rates), uniqueness (duplicates), freshness (update time