{
    "action": "tool_call",
    "reasoning": "Run the correlation matrix across all numeric measures in one query, wrapping the UNION ALL in a subquery so ORDER BY applies outside it.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT pair, r FROM (SELECT 'PAGE VIEWS ~ UNIQUE VIEWS' AS pair, CORR(\"PAGE VIEWS\",\"UNIQUE VIEWS\") AS r FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS ~ ENTRANCES', CORR(\"PAGE VIEWS\",\"ENTRANCES\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS ~ ENTRANCES', CORR(\"UNIQUE VIEWS\",\"ENTRANCES\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS ~ AVG TIME', CORR(\"PAGE VIEWS\",\"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS ~ AVG TIME', CORR(\"UNIQUE VIEWS\",\"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES ~ AVG TIME', CORR(\"ENTRANCES\",\"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS ~ BOUNCE', CORR(\"PAGE VIEWS\",\"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS ~ BOUNCE', CORR(\"UNIQUE VIEWS\",\"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES ~ BOUNCE', CORR(\"ENTRANCES\",\"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'AVG TIME ~ BOUNCE', CORR(\"AVERAGE TIME ON PAGE (SECONDS)\",\"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS ~ EXIT', CORR(\"PAGE VIEWS\",\"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS ~ EXIT', CORR(\"UNIQUE VIEWS\",\"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES ~ EXIT', CORR(\"ENTRANCES\",\"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'AVG TIME ~ EXIT', CORR(\"AVERAGE TIME ON PAGE (SECONDS)\",\"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'BOUNCE ~ EXIT', CORR(\"BOUNCE RATE (%)\",\"EXIT RATE (%)\") FROM raw.Website_Analytics) t ORDER BY ABS(r) DESC",
        "purpose": "Correlation matrix across all numeric measures, ranked by strength",
        "source": "raw"
    }
}