I need to identify the categorical columns and count their distinct values. From the dataset card, I can see the CLASSIFIERS section lists categorical columns, and the COLUMNS BY TABLE section shows all columns with their types. Let me write a single SQL query to get distinct counts for all categorical columns at once. ```json { "action": "tool_call", "reasoning": "The dataset card identifies Gender, Place, male, Flag, and toronto as classifiers (categorical columns). I'll write one query with COUNT(DISTINCT col) for each categorical column to get all distinct counts in a single execution, rather than querying them one at a time.", "tool": "query_sql", "args": { "sql": "SELECT COUNT(DISTINCT Gender) as Gender_distinct, COUNT(DISTINCT Place) as Place_distinct, COUNT(DISTINCT male) as male_distinct, COUNT(DISTINCT Flag) as Flag_distinct, COUNT(DISTINCT toronto) as toronto_distinct, COUNT(DISTINCT Name) as Name_distinct, COUNT(DISTINCT Test) as Test_distinct FROM raw.\"Dummy Data\"", "purpose": "Count distinct values for all categorical columns in the dataset", "source": "raw" } } ```