<invoke name="tool_call"> <parameter name="reasoning">Rerun the correlation matrix across all numeric columns, with ORDER BY applied outside the UNION.</parameter> <parameter name="tool">query_sql</parameter> <parameter name="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 UNION ALL SELECT 'YEAR ~ PAGE VIEWS', CORR(\"YEAR\",\"PAGE VIEWS\") FROM raw.Website_Analytics UNION ALL SELECT 'YEAR ~ UNIQUE VIEWS', CORR(\"YEAR\",\"UNIQUE VIEWS\") FROM raw.Website_Analytics UNION ALL SELECT 'YEAR ~ ENTRANCES', CORR(\"YEAR\",\"ENTRANCES\") FROM raw.Website_Analytics UNION ALL SELECT 'YEAR ~ AVG TIME', CORR(\"YEAR\",\"AVERAGE TIME ON PAGE (SECONDS)\") FROM raw.Website_Analytics UNION ALL SELECT 'YEAR ~ BOUNCE', CORR(\"YEAR\",\"BOUNCE RATE (%)\") FROM raw.Website_Analytics UNION ALL SELECT 'YEAR ~ EXIT', CORR(\"YEAR\",\"EXIT RATE (%)\") FROM raw.Website_Analytics) t ORDER BY ABS(r) DESC","purpose":"Pairwise Pearson correlations among all numeric columns, ranked by strength","source":"raw"}</parameter> </invoke>