I need to identify the most strongly correlated or related columns in this dataset. I already have relationship information from step-0 showing foreign key relationships. Now I need to examine numerical correlations within tables, particularly for rating-related columns. Let me start by exploring correlations in the largest table with multiple numerical measures - beer_ratings. ```json { "action": "tool_call", "reasoning": "The beer_ratings table (14M rows) likely has multiple numerical rating dimensions that could be correlated. I'll compute correlations between all numerical rating columns to find the strongest relationships.", "tool": "inspect_columns", "args": { "table": "beer_ratings" } } ```