I need to compute distribution statistics (min, max, mean, median, spread) for all numeric columns across all tables. The evidence so far shows metadata for only 50 of 2,214 numeric columns. I need to query the full set systematically. Let me query the analytics metadata to get comprehensive statistics for all numeric columns in one query: ```json { "action": "tool_call", "reasoning": "The evidence shows only 50 of 2,214 numeric columns. I need to query analytics.column_overview to get min, max, avg (mean), and other stats for ALL numeric columns. I'll compute spread as (max - min) and note that median is not in the metadata, so I'll need to acknowledge that limitation.", "tool": "query_sql", "args": { "sql": "SELECT table_name, column_name, phys_type, min_value, max_value, avg_value, (max_value - min_value) AS spread, null_count, distinct_count FROM analytics.column_overview WHERE phys_type IN ('BIGINT', 'DOUBLE', 'DECIMAL', 'INTEGER', 'FLOAT') AND min_value IS NOT NULL ORDER BY table_name, column_name", "purpose": "Get comprehensive distribution statistics (min, max, mean, spread) for all numeric columns across all tables", "source": "raw" } } ```