<invoke name="tool_call"> <parameter name="reasoning">Compute pairwise Pearson correlations among numeric measures in raw_kaggle in one query.</parameter> <parameter name="tool">query_sql</parameter> <parameter name="args">{"sql": "WITH pairs AS (SELECT 'TP~SP' p, corr(TP,SP) r, count(*) n FROM raw.raw_kaggle UNION ALL SELECT 'TP~1SP', corr(TP,\"1SP\"), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'TP~2SP', corr(TP,\"2SP\"), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'TP~Aces', corr(TP,Aces), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'TP~DFs', corr(TP,DFs), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'TP~vA', corr(TP,vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'SP~1SP', corr(SP,\"1SP\"), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'SP~2SP', corr(SP,\"2SP\"), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'SP~Aces', corr(SP,Aces), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'SP~DFs', corr(SP,DFs), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'SP~vA', corr(SP,vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT '1SP~2SP', corr(\"1SP\",\"2SP\"), count(*) FROM raw.raw_kaggle UNION ALL SELECT '1SP~Aces', corr(\"1SP\",Aces), count(*) FROM raw.raw_kaggle UNION ALL SELECT '1SP~DFs', corr(\"1SP\",DFs), count(*) FROM raw.raw_kaggle UNION ALL SELECT '1SP~vA', corr(\"1SP\",vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT '2SP~Aces', corr(\"2SP\",Aces), count(*) FROM raw.raw_kaggle UNION ALL SELECT '2SP~DFs', corr(\"2SP\",DFs), count(*) FROM raw.raw_kaggle UNION ALL SELECT '2SP~vA', corr(\"2SP\",vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Aces~DFs', corr(Aces,DFs), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Aces~vA', corr(Aces,vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'DFs~vA', corr(DFs,vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Rk~vRk', corr(Rk,vRk), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Rk~Aces', corr(Rk,Aces), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Rk~DFs', corr(Rk,DFs), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Rk~TP', corr(Rk,TP), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'vRk~Aces', corr(vRk,Aces), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'vRk~vA', corr(vRk,vA), count(*) FROM raw.raw_kaggle UNION ALL SELECT 'Rk~SP', corr(Rk,SP), count(*) FROM raw.raw_kaggle) SELECT p AS pair, round(r,3) AS pearson_r FROM pairs ORDER BY abs(r) DESC", "purpose": "Pairwise Pearson correlations among numeric columns of raw_kaggle", "source": "raw"}</parameter> </invoke>