{
    "action": "tool_call",
    "reasoning": "Compute pairwise Pearson correlations among the numeric measures in one query over raw table.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT 'PAGE VIEWS vs UNIQUE VIEWS' AS pair, CORR(\"PAGE VIEWS\", \"UNIQUE VIEWS\") AS r FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS vs ENTRANCES', CORR(\"PAGE VIEWS\", \"ENTRANCES\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS vs AVG TIME', CORR(\"PAGE VIEWS\", \"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS vs BOUNCE', CORR(\"PAGE VIEWS\", \"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS vs EXIT', CORR(\"PAGE VIEWS\", \"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'PAGE VIEWS vs YEAR', CORR(\"PAGE VIEWS\", \"YEAR\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS vs ENTRANCES', CORR(\"UNIQUE VIEWS\", \"ENTRANCES\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS vs AVG TIME', CORR(\"UNIQUE VIEWS\", \"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS vs BOUNCE', CORR(\"UNIQUE VIEWS\", \"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS vs EXIT', CORR(\"UNIQUE VIEWS\", \"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'UNIQUE VIEWS vs YEAR', CORR(\"UNIQUE VIEWS\", \"YEAR\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES vs AVG TIME', CORR(\"ENTRANCES\", \"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES vs BOUNCE', CORR(\"ENTRANCES\", \"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES vs EXIT', CORR(\"ENTRANCES\", \"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'ENTRANCES vs YEAR', CORR(\"ENTRANCES\", \"YEAR\") FROM raw.Website_Analytics UNION ALL SELECT 'AVG TIME vs BOUNCE', CORR(\"AVERAGE TIME ON PAGE (SECONDS)\", \"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'AVG TIME vs EXIT', CORR(\"AVERAGE TIME ON PAGE (SECONDS)\", \"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'AVG TIME vs YEAR', CORR(\"AVERAGE TIME ON PAGE (SECONDS)\", \"YEAR\") FROM raw.Website_Analytics UNION ALL SELECT 'BOUNCE vs EXIT', CORR(\"BOUNCE RATE (%)\", \"EXIT RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'BOUNCE vs YEAR', CORR(\"BOUNCE RATE (%)\", \"YEAR\") FROM raw.Website_Analytics UNION ALL SELECT 'EXIT vs YEAR', CORR(\"EXIT RATE (%)\", \"YEAR\") FROM raw.Website_Analytics ORDER BY ABS(r) DESC",
        "purpose": "Pairwise Pearson correlations among numeric columns",
        "source": "raw"
    }
}