Datasets:

edereynal
/

QRTChallenge

ID int64 0 419k	SECTOR int32 0 11 ⌀	INDUSTRY int32 0 74 ⌀	INDUSTRY_GROUP int32 0 26 ⌀	SUB_INDUSTRY int32 0 182 ⌀	RET_1 float32 -0.85 1.44 ⌀	RET_2 float32 -0.77 1.43 ⌀	RET_3 float32 -0.74 3.09 ⌀	RET_4 float32 -0.86 2.24 ⌀	RET_5 float32 -0.79 1.49 ⌀	RET_6 float32 -0.72 2.81 ⌀	RET_7 float32 -0.66 1.51 ⌀	RET_8 float32 -0.81 2.29 ⌀	RET_9 float32 -0.9 2.47 ⌀	RET_10 float32 -0.75 2 ⌀	RET_11 float32 -0.76 1.36 ⌀	RET_12 float32 -0.81 119 ⌀	RET_13 float32 -0.83 1.72 ⌀	RET_14 float32 -0.83 1.29 ⌀	RET_15 float32 -0.82 1.62 ⌀	RET_16 float32 -0.77 1.03 ⌀	RET_17 float32 -0.83 1.71 ⌀	RET_18 float32 -0.88 6 ⌀	RET_19 float32 -0.88 2.95 ⌀	RET_20 float32 -0.79 7.21 ⌀	VOLUME_1 float32 -2.43 1.23k ⌀	VOLUME_2 float32 -3.01 632 ⌀	VOLUME_3 float32 -3.37 938 ⌀	VOLUME_4 float32 -2.39 441 ⌀	VOLUME_5 float32 -1.81 453 ⌀	VOLUME_6 float32 -2.29 293 ⌀	VOLUME_7 float32 -2.16 334 ⌀	VOLUME_8 float32 -2.22 192 ⌀	VOLUME_9 float32 -4.02 389 ⌀	VOLUME_10 float32 -2.57 221 ⌀	VOLUME_11 float32 -2.18 272 ⌀	VOLUME_12 float32 -2.36 667 ⌀	VOLUME_13 float32 -4.23 454 ⌀	VOLUME_14 float32 -5.15 576 ⌀	VOLUME_15 float32 -4.39 658 ⌀	VOLUME_16 float32 -5.6 356 ⌀	VOLUME_17 float32 -4.61 409 ⌀	VOLUME_18 float32 -4.17 788 ⌀	VOLUME_19 float32 -2.34 631 ⌀	VOLUME_20 float32 -2.77 933 ⌀	RET_1_pctrank_date float32 0 1 ⌀	RET_2_pctrank_date float32 0 1 ⌀	RET_3_pctrank_date float32 0 1 ⌀	RET_4_pctrank_date float32 0 1 ⌀	RET_5_pctrank_date float32 0 1 ⌀	VOLUME_1_pctrank_date float32 0 1 ⌀	VOLUME_2_pctrank_date float32 0 1 ⌀	VOLUME_3_pctrank_date float32 0 1 ⌀	VOLUME_4_pctrank_date float32 0 1 ⌀	VOLUME_5_pctrank_date float32 0 1 ⌀	RET_1_mean_SECTOR float32 -0.09 0.13 ⌀	RET_1_med_SECTOR float32 -0.08 0.1 ⌀	RET_2_mean_SECTOR float32 -0.08 0.1 ⌀	RET_2_med_SECTOR float32 -0.08 0.09 ⌀	RET_3_mean_SECTOR float32 -0.16 0.13 ⌀	RET_3_med_SECTOR float32 -0.17 0.13 ⌀	RET_4_mean_SECTOR float32 -0.09 0.11 ⌀	RET_4_med_SECTOR float32 -0.09 0.1 ⌀	RET_5_mean_SECTOR float32 -0.08 0.21 ⌀	RET_5_med_SECTOR float32 -0.07 0.21 ⌀	VOLUME_1_mean_SECTOR float32 -0.97 4.73 ⌀	VOLUME_1_med_SECTOR float32 -1.26 1.24 ⌀	VOLUME_2_mean_SECTOR float32 -1.3 2.59 ⌀	VOLUME_2_med_SECTOR float32 -1.28 0.43 ⌀	VOLUME_3_mean_SECTOR float32 -2.01 2.55 ⌀	VOLUME_3_med_SECTOR float32 -2.63 0.49 ⌀	VOLUME_4_mean_SECTOR float32 -1.01 1.67 ⌀	VOLUME_4_med_SECTOR float32 -1.27 0.77 ⌀	VOLUME_5_mean_SECTOR float32 -0.87 2.64 ⌀	VOLUME_5_med_SECTOR float32 -1.12 0.46 ⌀	RET_1_mean_INDUSTRY float32 -0.36 0.18 ⌀	RET_1_med_INDUSTRY float32 -0.38 0.15 ⌀	RET_2_mean_INDUSTRY float32 -0.12 0.21 ⌀	RET_2_med_INDUSTRY float32 -0.11 0.2 ⌀	RET_3_mean_INDUSTRY float32 -0.16 0.15 ⌀	RET_3_med_INDUSTRY float32 -0.17 0.15 ⌀	RET_4_mean_INDUSTRY float32 -0.13 0.22 ⌀	RET_4_med_INDUSTRY float32 -0.14 0.21 ⌀	RET_5_mean_INDUSTRY float32 -0.13 0.29 ⌀	RET_5_med_INDUSTRY float32 -0.13 0.22 ⌀	VOLUME_1_mean_INDUSTRY float32 -1.49 36.1 ⌀	VOLUME_1_med_INDUSTRY float32 -1.49 15.4 ⌀	VOLUME_2_mean_INDUSTRY float32 -1.91 21.4 ⌀	VOLUME_2_med_INDUSTRY float32 -2.08 21.4 ⌀	VOLUME_3_mean_INDUSTRY float32 -2.9 19.5 ⌀	VOLUME_3_med_INDUSTRY float32 -2.9 16.1 ⌀	VOLUME_4_mean_INDUSTRY float32 -1.71 14.9 ⌀	VOLUME_4_med_INDUSTRY float32 -1.71 3.68 ⌀	VOLUME_5_mean_INDUSTRY float32 -1.49 26.4 ⌀	VOLUME_5_med_INDUSTRY float32 -1.49 8.04 ⌀	RET_1_mean_INDUSTRY_GROUP float32 -0.13 0.16 ⌀	RET_1_med_INDUSTRY_GROUP float32 -0.11 0.14 ⌀	RET_2_mean_INDUSTRY_GROUP float32 -0.12 0.13 ⌀	RET_2_med_INDUSTRY_GROUP float32 -0.11 0.13 ⌀	RET_3_mean_INDUSTRY_GROUP float32 -0.16 0.13 ⌀	RET_3_med_INDUSTRY_GROUP float32 -0.17 0.13 ⌀	RET_4_mean_INDUSTRY_GROUP float32 -0.09 0.13 ⌀	RET_4_med_INDUSTRY_GROUP float32 -0.09 0.13 ⌀	RET_5_mean_INDUSTRY_GROUP float32 -0.13 0.21 ⌀	RET_5_med_INDUSTRY_GROUP float32 -0.13 0.21 ⌀	VOLUME_1_mean_INDUSTRY_GROUP float32 -1.49 21.4 ⌀	VOLUME_1_med_INDUSTRY_GROUP float32 -1.49 15.4 ⌀	VOLUME_2_mean_INDUSTRY_GROUP float32 -1.3 4.84 ⌀	VOLUME_2_med_INDUSTRY_GROUP float32 -1.28 2.39 ⌀	VOLUME_3_mean_INDUSTRY_GROUP float32 -2.9 5.86 ⌀	VOLUME_3_med_INDUSTRY_GROUP float32 -2.9 2.32 ⌀	VOLUME_4_mean_INDUSTRY_GROUP float32 -1.23 4.21 ⌀	VOLUME_4_med_INDUSTRY_GROUP float32 -1.47 3.14 ⌀	VOLUME_5_mean_INDUSTRY_GROUP float32 -1.49 11.8 ⌀	VOLUME_5_med_INDUSTRY_GROUP float32 -1.49 4.7 ⌀	RET_1_gap_sector float32 -0.85 1.48 ⌀	RET_2_gap_sector float32 -0.78 1.41 ⌀	RET_3_gap_sector float32 -0.79 3.08 ⌀	RET_4_gap_sector float32 -0.85 2.24 ⌀	RET_5_gap_sector float32 -0.79 1.48 ⌀	VOLUME_1_gap_sector float32 -6.23 1.23k ⌀	VOLUME_2_gap_sector float32 -3.45 630 ⌀	VOLUME_3_gap_sector float32 -4 936 ⌀	VOLUME_4_gap_sector float32 -2.82 440 ⌀	VOLUME_5_gap_sector float32 -3.56 451 ⌀	ret_mean float32 -0.2 5.94 ⌀	ret_std float32 0 26.6 ⌀	ret_skew float32 -4.43 4.47 ⌀	vol_mean float32 -2.43 206 ⌀	vol_std float32 0 275 ⌀	vol_skew float32 -4.08 4.47 ⌀	RET_1_mkt float32 -0.05 0.07 ⌀	RET_1_gap_mkt float32 -0.84 1.47 ⌀	RET_2_mkt float32 -0.07 0.07 ⌀	RET_2_gap_mkt float32 -0.78 1.42 ⌀	RET_3_mkt float32 -0.1 0.09 ⌀	RET_3_gap_mkt float32 -0.79 3.09 ⌀	RET_4_mkt float32 -0.07 0.05 ⌀	RET_4_gap_mkt float32 -0.85 2.25 ⌀	RET_5_mkt float32 -0.05 0.11 ⌀	RET_5_gap_mkt float32 -0.79 1.49 ⌀	RET_6_mkt float32 -0.04 0.04 ⌀	RET_6_gap_mkt float32 -0.71 2.81 ⌀	RET_7_mkt float32 -0.09 0.03 ⌀	RET_7_gap_mkt float32 -0.67 1.51 ⌀	RET_8_mkt float32 -0.05 0.06 ⌀	RET_8_gap_mkt float32 -0.81 2.28 ⌀	RET_9_mkt float32 -0.06 0.05 ⌀	RET_9_gap_mkt float32 -0.92 2.48 ⌀	RET_10_mkt float32 -0.04 0.04 ⌀	RET_10_gap_mkt float32 -0.76 1.97 ⌀	RET_11_mkt float32 -0.04 0.03 ⌀	RET_11_gap_mkt float32 -0.79 1.34 ⌀	RET_12_mkt float32 -0.05 0.07 ⌀	RET_12_gap_mkt float32 -0.78 119 ⌀	RET_13_mkt float32 -0.13 0.05 ⌀	RET_13_gap_mkt float32 -0.83 1.72 ⌀	RET_14_mkt float32 -0.02 0.04 ⌀	RET_14_gap_mkt float32 -0.85 1.28 ⌀	RET_15_mkt float32 -0.07 0.08 ⌀	RET_15_gap_mkt float32 -0.81 1.54 ⌀	RET_16_mkt float32 -0.05 0.03 ⌀	RET_16_gap_mkt float32 -0.77 1.03 ⌀	RET_17_mkt float32 -0.04 0.09 ⌀	RET_17_gap_mkt float32 -0.82 1.71 ⌀	RET_18_mkt float32 -0.03 0.06 ⌀	RET_18_gap_mkt float32 -0.88 5.94 ⌀	RET_19_mkt float32 -0.07 0.03 ⌀	RET_19_gap_mkt float32 -0.81 2.95 ⌀	RET_20_mkt float32 -0.09 0.04 ⌀	RET_20_gap_mkt float32 -0.78 7.21 ⌀	ret_c1_5 float32 -1.27 3.02 ⌀	ret_c1_5_sec_mean float32 -0.15 0.18 ⌀	ret_c1_5_ind_mean float32 -0.42 0.32 ⌀	ret_c1_5_gap_sec float32 -1.33 3 ⌀	ret_c1_5_rank_date float32 0 1 ⌀	ret_c2_5 float32 -1.58 2.9 ⌀	ret_c2_5_sec_mean float32 -0.1 0.18 ⌀	ret_c2_5_ind_mean float32 -0.25 0.34 ⌀	ret_c2_5_gap_sec float32 -1.51 2.89 ⌀	ret_c2_5_rank_date float32 0 1 ⌀	ret_c6_20 float32 -1.65 119 ⌀	ret_c6_20_sec_mean float32 -0.63 3.89 ⌀	ret_c6_20_ind_mean float32 -0.64 6.43 ⌀	ret_c6_20_gap_sec float32 -4.09 115 ⌀	ret_c6_20_rank_date float32 0 1 ⌀	ret_c1_20 float32 -2.14 119 ⌀	ret_c1_20_sec_mean float32 -0.5 3.87 ⌀	ret_c1_20_ind_mean float32 -0.7 6.43 ⌀	ret_c1_20_gap_sec float32 -4.01 115 ⌀	ret_c1_20_rank_date float32 0 1 ⌀	RET_1_pctrank_sec float32 0 1 ⌀	RET_2_pctrank_sec float32 0 1 ⌀	VOLUME_1_pctrank_sec float32 0 1 ⌀
0	3	18	5	44	-0.015748	-0.015504	0.010972	-0.014672	0.016483	0.014331	-0.017215	-0.018433	0.134146	0.182287	0.01357	0.030108	0.027624	-0.04937	-0.028571	0.059459	0.003254	0.008752	-0.012959	-0.002155	0.147931	0.179183	0.033832	-0.362868	-0.97292	0.59081	0.557246	0.45359	8.580442	3.427303	-0.328418	-0.816436	-0.244636	-2.042624	-0.369605	0.630899	-0.379412	-0.110597	0.174521	-0.000937	0.102316	0.55078	0.844501	0.243892	0.68268	0.780404	0.794497	0.750322	0.486893	0.125054	0.009178	0.009352	-0.017313	-0.013639	-0.000148	-0.00061	-0.000655	-0.002684	0.005187	0.004646	0.006771	-0.193045	-0.185807	-0.339761	-0.110456	-0.362139	-0.08171	-0.360682	-0.276961	-0.440252	0.008289	0.010147	-0.049532	-0.049388	0.017554	0.011844	-0.021068	-0.020799	0.016492	0.016553	-0.163139	-0.202263	-0.144989	-0.379821	0.042718	-0.068471	-0.215966	-0.365149	-0.455239	-0.43505	0.011825	0.010825	-0.028295	-0.024976	0.01417	0.010506	0.002077	-0.002821	0.012835	0.01112	0.467615	-0.068913	0.003706	-0.319442	0.247177	-0.178038	0.095984	-0.337602	-0.277524	-0.435667	-0.024926	0.001809	0.01112	-0.014017	0.011296	0.14116	0.36499	0.144288	-0.281158	-0.695959	0.016318	0.054646	2.04596	0.457365	2.163249	3.111477	0.008915	-0.024663	-0.02279	0.007286	-0.00512	0.016092	-0.003218	-0.011453	0.010278	0.006206	0.009546	0.004785	-0.013642	-0.003573	0.005203	-0.023636	0.015301	0.118845	0.019769	0.162518	-0.003983	0.017552	0.020662	0.009446	0.005547	0.022077	0.000774	-0.050144	-0.002009	-0.026562	0.012954	0.046505	0.002943	0.000311	0.003747	0.005005	-0.020481	0.007522	-0.000476	-0.00168	-0.018469	-0.003751	-0.028265	-0.014718	0.428692	-0.002721	-0.012929	-0.036554	0.010208	0.682793	0.344829	0.044304	0.11563	0.300525	0.981069	0.32636	0.040553	0.087365	0.285807	0.977703	0.077441	0.451178	0.733788
1	6	43	15	104	0.003984	-0.09058	0.018826	-0.02554	-0.038062	-0.006873	-0.026756	0.023973	0.158731	0.045642	-0.00823	-0.028	-0.019608	-0.052044	-0.004073	0.015413	0.003774	-0.018518	-0.028777	-0.034722	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.417263	0.033713	0.905183	0.108677	0.024863	0	0	0	0	0	0.006477	0.005178	-0.0233	-0.020268	-0.008673	-0.008697	-0.003666	-0.004283	0.00563	0.004011	0.009725	-0.278423	-0.03926	-0.367808	-0.189169	-0.432269	-0.262853	-0.437576	-0.209702	-0.45717	0.000671	0.004665	-0.031111	-0.036221	-0.012366	-0.01353	-0.005603	-0.010398	0.007209	0.00803	-0.223799	-0.490517	-0.294839	-0.506826	-0.554919	-0.628292	-0.306112	-0.519467	-0.18672	-0.553293	0.002373	0.004991	-0.028589	-0.029276	-0.009279	-0.011404	-0.006257	-0.008696	0.006432	0.004367	0.04279	-0.303338	-0.055179	-0.432574	-0.335129	-0.476894	-0.253268	-0.471839	-0.236635	-0.558287	-0.002493	-0.06728	0.0275	-0.021874	-0.043692	0	0	0	0	0	-0.005572	0.048808	1.911809	0	0	0	0.008915	-0.004931	-0.02279	-0.067791	-0.00512	0.023946	-0.003218	-0.022321	0.010278	-0.04834	0.009546	-0.016418	-0.013642	-0.013114	0.005203	0.01877	0.015301	0.14343	0.019769	0.025874	-0.003983	-0.004247	0.020662	-0.048662	0.005547	-0.025155	0.000774	-0.052818	-0.002009	-0.002063	0.012954	0.002459	0.002943	0.000831	0.003747	-0.022266	-0.020481	-0.008296	-0.000476	-0.034246	-0.131372	-0.023532	-0.041201	-0.10784	0.027345	-0.135356	-0.030009	-0.041872	-0.105347	0.024401	0.019931	0.072334	0.083716	-0.052403	0.378208	-0.111441	0.048802	0.042515	-0.160243	0.046698	0.474359	0.035256	0
2	8	57	20	142	0.00044	-0.058896	-0.009042	0.024852	0.009354	0.027522	-0.023047	-0.002979	-0.006342	0.055803	-0.012781	0.028093	-0.009426	-0.002686	-0.007552	0.008964	-0.017612	-0.006562	-0.012101	-0.006867	-0.096282	0.084771	-0.298777	-0.157421	0.091455	-0.405978	-0.389777	-0.701838	-0.229531	0.54346	-0.121126	-0.187444	-0.081783	-0.356711	-0.336773	-0.010336	-0.354333	-0.519391	-0.356157	-0.308868	0.333474	0.108723	0.379688	0.930497	0.548251	0.63902	0.762683	0.544048	0.635582	0.788569	0.013449	0.007973	-0.045074	-0.042676	-0.011731	-0.011011	-0.000976	-0.001223	0.023137	0.019754	0.124151	-0.225958	0.157989	-0.210107	0.039849	-0.306189	0.183301	-0.253343	0.126358	-0.195679	0.012713	0.010792	-0.040947	-0.038279	-0.019108	-0.014648	-0.001433	-0.002376	0.016853	0.016297	-0.054922	-0.271943	0.006445	-0.272664	-0.174717	-0.391013	-0.159599	-0.368274	-0.117941	-0.335886	0.015527	0.00974	-0.042203	-0.037995	-0.012958	-0.011529	-0.002482	-0.001831	0.021294	0.016818	-0.018206	-0.275379	-0.052214	-0.308611	-0.031872	-0.39218	0.039408	-0.366059	0.061833	-0.263894	-0.013008	-0.013822	0.002689	0.025829	-0.013784	-0.220432	-0.073218	-0.338626	-0.340722	-0.034903	-0.001043	0.023417	0.170937	-0.209642	0.264779	0.997969	0.008915	-0.008474	-0.02279	-0.036106	-0.00512	-0.003922	-0.003218	0.028071	0.010278	-0.000924	0.009546	0.017976	-0.013642	-0.009405	0.005203	-0.008182	0.015301	-0.021643	0.019769	0.036035	-0.003983	-0.008798	0.020662	0.00743	0.005547	-0.014973	0.000774	-0.00346	-0.002009	-0.005542	0.012954	-0.00399	0.002943	-0.020555	0.003747	-0.010309	-0.020481	0.008381	-0.000476	-0.006391	-0.033292	-0.021071	-0.031484	-0.01222	0.290703	-0.033732	-0.03449	-0.044197	0.000758	0.35549	0.012428	0.099353	0.078491	-0.086924	0.334035	-0.020863	0.078281	0.047007	-0.099145	0.238957	0.369128	0.316143	0.621005
3	1	1	1	2	0.031298	0.007756	-0.004632	-0.019677	0.003544	-0.002021	-0.043962	-0.004329	0.014146	-0.021946	0.007693	0.007264	-0.010067	0.000479	0.021057	-0.031769	0.033824	-0.001468	-0.01352	-0.036745	-0.42954	-0.089919	-0.639737	-0.940163	-0.882464	-0.113951	-0.395345	-0.765754	-0.593888	0.588171	-0.427358	-0.540519	-0.839232	-2.144763	-0.431029	0.012105	-0.290178	-0.663833	-0.562126	-0.631458	0.88	0.912347	0.490097	0.163016	0.420143	0.308982	0.675408	0.243232	0.076493	0.174903	0.017253	0.015859	0.001304	-0.000255	-0.014219	-0.011009	-0.009237	-0.010225	-0.009513	-0.01107	-0.121974	-0.217037	-0.220419	-0.273469	-0.327296	-0.33752	-0.239491	-0.32547	-0.452362	-0.545156	0.030315	0.033334	0.005078	0.003651	-0.017398	-0.012328	-0.010616	-0.010792	-0.013238	-0.017838	0.021593	-0.094567	-0.134923	-0.089919	-0.406165	-0.410037	-0.214578	-0.312019	-0.557493	-0.571559	0.017253	0.015859	0.001304	-0.000255	-0.014219	-0.011009	-0.009237	-0.010225	-0.009513	-0.01107	-0.121974	-0.217037	-0.220419	-0.273469	-0.327296	-0.33752	-0.239491	-0.32547	-0.452362	-0.545156	0.014045	0.006451	0.009587	-0.01044	0.013057	-0.307566	0.1305	-0.312441	-0.700673	-0.430102	-0.003154	0.020831	-0.174714	-0.539049	0.518702	-1.04685	0.008915	0.022384	-0.02279	0.030545	-0.00512	0.000488	-0.003218	-0.016459	0.010278	-0.006734	0.009546	-0.011567	-0.013642	-0.03032	0.005203	-0.009532	0.015301	-0.001155	0.019769	-0.041715	-0.003983	0.011675	0.020662	-0.013399	0.005547	-0.015614	0.000774	-0.000295	-0.002009	0.023067	0.012954	-0.044723	0.002943	0.030881	0.003747	-0.005216	-0.020481	0.006961	-0.000476	-0.036269	0.018289	-0.014412	-0.005858	0.032701	0.776609	-0.013009	-0.031665	-0.036173	0.018656	0.555322	-0.081363	-0.0178	-0.031437	-0.063563	0.034918	-0.063074	-0.032212	-0.037296	-0.030862	0.107278	0.744444	0.633333	0.266667
4	5	36	12	92	0.027273	-0.039302	0	0	0.022321	0.018182	-0.026549	-0.017391	-0.008621	0.022026	-0.008734	-0.004348	-0.041667	0.095891	-0.026667	-0.038461	-0.012659	0.004237	0.004256	-0.040817	-0.847155	-0.943034	-1.180629	-1.313896	-1.204398	-0.879172	-0.858613	-0.02969	-1.022991	-0.387114	-0.28818	-0.115091	0.271702	18.894266	0.803608	-0.277083	0.139086	-0.017547	0.57951	0.802806	0.846737	0.223346	0.633375	0.591407	0.769069	0.039966	0.033964	0.005587	0.003868	0.025784	0.006241	0.005883	-0.014918	-0.012499	-0.004146	-0.004695	-0.000578	0	0.001533	-0.000665	-0.190113	-0.260729	-0.17266	-0.387663	-0.014917	-0.287899	-0.042658	-0.188852	-0.109356	-0.299877	0.004413	0.002951	-0.013324	-0.008728	-0.00276	-0.001129	0.002572	0.00164	0.002137	-0.002642	-0.121493	-0.206858	-0.111682	-0.262603	-0.285346	-0.288805	-0.189692	-0.308065	-0.220659	-0.319897	0.00621	0.004675	-0.013267	-0.007299	-0.002524	-0.002599	0.000081	0.00103	0.001399	-0.001557	-0.14569	-0.226559	0.013199	-0.329077	0.155492	-0.210736	-0.006145	-0.216752	-0.135072	-0.294375	0.021032	-0.024383	0.004146	0.000578	0.020789	-0.657042	-0.770374	-1.165712	-1.271237	-1.095043	-0.003551	0.032045	1.48293	0.606319	4.355388	4.301244	0.008915	0.018358	-0.02279	-0.016512	-0.00512	0.00512	-0.003218	0.003218	0.010278	0.012044	0.009546	0.008636	-0.013642	-0.012907	0.005203	-0.022594	0.015301	-0.023922	0.019769	0.002258	-0.003983	-0.004751	0.020662	-0.02501	0.005547	-0.047214	0.000774	0.095117	-0.002009	-0.024658	0.012954	-0.051415	0.002943	-0.015601	0.003747	0.00049	-0.020481	0.024737	-0.000476	-0.040341	0.010293	-0.011868	-0.006962	0.022161	0.718132	-0.01698	-0.018109	-0.011375	0.001129	0.51199	-0.08132	0.035615	0.010414	-0.116936	0.035339	-0.071028	0.023747	0.003451	-0.094775	0.095499	0.891089	0.108911	0.080808
5	5	37	12	94	0.010938	0.021548	-0.016097	-0.02712	-0.007958	-0.012719	-0.002612	-0.042515	-0.002851	0.027829	-0.004011	0.010316	0.005186	0.005587	-0.002601	0.025915	-0.004552	0.012677	0.032527	0.0084	-0.238878	-0.322706	0.747003	0.688104	-0.182443	0.014338	-0.424833	1.054858	-0.510536	-0.304632	-0.053529	-0.187437	-0.638832	0.437913	0.078789	-0.062753	-0.097196	-0.331521	0.665084	-0.037627	0.593684	0.960809	0.240624	0.100253	0.179941	0.494628	0.49957	0.902449	0.892995	0.631715	0.006241	0.005883	-0.014918	-0.012499	-0.004146	-0.004695	-0.000578	0	0.001533	-0.000665	-0.190113	-0.260729	-0.17266	-0.387663	-0.014917	-0.287899	-0.042658	-0.188852	-0.109356	-0.299877	0.009595	0.010938	-0.00604	-0.005141	-0.006412	-0.010621	-0.018167	-0.017639	0.000127	0	-0.166393	-0.307379	-0.30427	-0.451466	-0.200119	-0.219939	0.339884	0.085914	-0.367859	-0.288872	0.00621	0.004675	-0.013267	-0.007299	-0.002524	-0.002599	0.000081	0.00103	0.001399	-0.001557	-0.14569	-0.226559	0.013199	-0.329077	0.155492	-0.210736	-0.006145	-0.216752	-0.135072	-0.294375	0.004697	0.036466	-0.011951	-0.026543	-0.00949	-0.048765	-0.150046	0.761919	0.730763	-0.073087	0.001894	0.018493	-0.48156	0.014658	0.463379	0.892903	0.008915	0.002023	-0.02279	0.044338	-0.00512	-0.010977	-0.003218	-0.023902	0.010278	-0.018235	0.009546	-0.022265	-0.013642	0.01103	0.005203	-0.047718	0.015301	-0.018152	0.019769	0.00806	-0.003983	-0.000029	0.020662	-0.010347	0.005547	-0.000362	0.000774	0.004813	-0.002009	-0.000591	0.012954	0.012961	0.002943	-0.007495	0.003747	0.00893	-0.020481	0.053008	-0.000476	0.008876	-0.018689	-0.011868	-0.020896	-0.006821	0.42785	-0.029627	-0.018109	-0.030491	-0.011518	0.38536	0.056575	0.035615	0.010393	0.02096	0.586874	0.037886	0.023747	-0.010503	0.014139	0.526714	0.663366	0.980198	0.515152
6	7	52	18	121	0.010602	-0.015338	-0.0149	-0.004804	0.002512	0.007383	-0.020859	-0.013045	0.011338	0.016768	-0.006249	0.007978	0.00719	-0.00463	-0.009796	0.007983	-0.003767	0.02247	-0.00511	0.006428	-0.139011	-0.242468	-0.262839	-0.327501	-0.185445	-0.057506	-0.039475	-0.20253	0.346935	-0.391	-0.195913	-0.337275	-0.2352	-0.943145	-0.254915	-0.273181	0.296727	0.15839	-0.219619	-0.189815	0.588211	0.555415	0.262537	0.450295	0.397387	0.593038	0.583405	0.569832	0.516975	0.627417	0.005887	0.004687	-0.016937	-0.015102	-0.00052	-0.000705	-0.00132	-0.000499	0.012355	0.009597	-0.100575	-0.23216	-0.047897	-0.339904	-0.135846	-0.309888	-0.1853	-0.406543	-0.23278	-0.435713	0.007979	0.005967	-0.012467	-0.011915	-0.005178	-0.002984	0.001263	0.000399	0.0081	0.006807	0.036776	-0.119547	-0.051678	-0.263384	-0.206474	-0.29181	-0.235339	-0.327501	-0.271171	-0.419025	0.007979	0.005967	-0.012467	-0.011915	-0.005178	-0.002984	0.001263	0.000399	0.0081	0.006807	0.036776	-0.119547	-0.051678	-0.263384	-0.206474	-0.29181	-0.235339	-0.327501	-0.271171	-0.419025	0.004715	0.001599	-0.01438	-0.003484	-0.009842	-0.038435	-0.194571	-0.126993	-0.142201	0.047335	0.000108	0.011676	0.005525	-0.184739	0.267482	-0.445581	0.008915	0.001687	-0.02279	0.007451	-0.00512	-0.00978	-0.003218	-0.001585	0.010278	-0.007765	0.009546	-0.002163	-0.013642	-0.007217	0.005203	-0.018248	0.015301	-0.003963	0.019769	-0.003	-0.003983	-0.002266	0.020662	-0.012684	0.005547	0.001642	0.000774	-0.005404	-0.002009	-0.007787	0.012954	-0.004971	0.002943	-0.00671	0.003747	0.018722	-0.020481	0.015371	-0.000476	0.006903	-0.021929	-0.000537	-0.000303	-0.021391	0.396298	-0.032531	-0.006412	-0.008282	-0.026119	0.366008	0.02408	0.048602	0.02608	-0.024522	0.407657	0.002152	0.048065	0.025777	-0.045913	0.342448	0.661191	0.494867	0.608787
7	8	57	20	143	0.001608	-0.040863	-0.005444	0.000077	-0.00761	-0.006052	-0.009737	0.002252	0.009091	0.006097	0.021807	-0.003106	-0.011512	0	0.005401	0.016471	0.043372	-0.012924	-0.034321	0.011839	0.351362	-0.274854	-0.389846	-0.469694	-0.263894	-0.288954	-0.266348	-0.754402	-0.468525	-0.645362	-0.170219	0.020632	-0.362547	0.530099	-0.430796	0.008281	-0.08597	-0.256353	-0.348341	-0.811403	0.360421	0.209018	0.46692	0.60615	0.185419	0.850881	0.5546	0.455092	0.37688	0.580576	0.013449	0.007973	-0.045074	-0.042676	-0.011731	-0.011011	-0.000976	-0.001223	0.023137	0.019754	0.124151	-0.225958	0.157989	-0.210107	0.039849	-0.306189	0.183301	-0.253343	0.126358	-0.195679	0.012713	0.010792	-0.040947	-0.038279	-0.019108	-0.014648	-0.001433	-0.002376	0.016853	0.016297	-0.054922	-0.271943	0.006445	-0.272664	-0.174717	-0.391013	-0.159599	-0.368274	-0.117941	-0.335886	0.015527	0.00974	-0.042203	-0.037995	-0.012958	-0.011529	-0.002482	-0.001831	0.021294	0.016818	-0.018206	-0.275379	-0.052214	-0.308611	-0.031872	-0.39218	0.039408	-0.366059	0.061833	-0.263894	-0.011841	0.004211	0.006287	0.001053	-0.030748	0.227212	-0.432843	-0.429695	-0.652995	-0.390252	-0.000678	0.018197	-0.020265	-0.268857	0.327305	0.750926	0.008915	-0.007307	-0.02279	-0.018074	-0.00512	-0.000324	-0.003218	0.003295	0.010278	-0.017888	0.009546	-0.015598	-0.013642	0.003904	0.005203	-0.002951	0.015301	-0.00621	0.019769	-0.013671	-0.003983	0.02579	0.020662	-0.023768	0.005547	-0.017059	0.000774	-0.000774	-0.002009	0.00741	0.012954	0.003516	0.002943	0.040429	0.003747	-0.016671	-0.020481	-0.01384	-0.000476	0.012314	-0.052233	-0.021071	-0.031484	-0.031162	0.178376	-0.053841	-0.03449	-0.044197	-0.019351	0.203618	0.038677	0.099353	0.078491	-0.060676	0.484645	-0.013556	0.078281	0.047007	-0.091838	0.267985	0.38255	0.522422	0.812785
8	7	46	16	108	0.022012	-0.018519	0.023159	0.00529	0	0.021621	0	0.002167	-0.02328	-0.020725	-0.015307	0.005129	0.023085	0.03027	0	-0.003232	0.019781	-0.028816	0	0.007527	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.333896	0.792421	0.492625	0.924568	0.733783	0.339233	0	0	0	0	0	0.005887	0.004687	-0.016937	-0.015102	-0.00052	-0.000705	-0.00132	-0.000499	0.012355	0.009597	-0.100575	-0.23216	-0.047897	-0.339904	-0.135846	-0.309888	-0.1853	-0.406543	-0.23278	-0.435713	0.002634	0.002003	-0.015063	-0.013744	0.003388	0.002083	-0.001702	-0.001125	0.010892	0.009911	-0.111228	-0.234294	-0.125564	-0.360534	-0.114012	-0.311316	-0.187226	-0.410381	-0.333149	-0.606089	0.003103	0.001947	-0.014858	-0.013463	0.001267	0.000409	-0.002085	-0.001139	0.010962	0.010451	-0.112553	-0.234294	-0.139319	-0.353696	-0.069387	-0.269485	-0.186231	-0.410381	-0.374449	-0.598978	0.016126	-0.001581	0.023679	0.00661	-0.012355	0	0	0	0	0	0.002508	0.017333	-0.190817	-0.333896	0	0	0.008915	0.013098	-0.02279	0.004271	-0.00512	0.028279	-0.003218	0.008509	0.010278	-0.010278	0.009546	0.012076	-0.013642	0.013642	0.005203	-0.003036	0.015301	-0.038581	0.019769	-0.040493	-0.003983	-0.011324	0.020662	-0.015534	0.005547	0.017538	0.000774	0.029496	-0.002009	0.002009	0.012954	-0.016187	0.002943	0.016838	0.003747	-0.032563	-0.020481	0.020481	-0.000476	0.008003	0.031943	-0.000537	0.00014	0.03248	0.860328	0.00993	-0.006412	-0.002481	0.016342	0.80143	0.018219	0.048602	0.045762	-0.030383	0.36769	0.050162	0.048065	0.045902	0.002097	0.592764	0.870637	0.38809	0
9	8	56	20	139	0.007789	-0.020969	0.008791	0.001376	0.026836	0.00454	-0.022469	0.00614	0.009296	0.023645	-0.009709	0.021289	0.0127	0.005942	-0.018945	0.007636	-0.01958	-0.005441	-0.011605	0.008276	-0.226848	-0.22135	-0.140862	-0.182067	0.243228	-0.313587	-0.252638	0.23196	-0.72991	-0.280302	-0.115987	-0.214451	-0.738446	-0.835257	-0.226495	-0.601382	-0.41544	-0.430321	0.042693	-0.293399	0.515789	0.442899	0.816688	0.640691	0.817952	0.50752	0.599742	0.662656	0.619682	0.83627	0.013449	0.007973	-0.045074	-0.042676	-0.011731	-0.011011	-0.000976	-0.001223	0.023137	0.019754	0.124151	-0.225958	0.157989	-0.210107	0.039849	-0.306189	0.183301	-0.253343	0.126358	-0.195679	0.019047	0.007789	-0.031997	-0.027647	-0.00506	-0.006874	0.004199	0.00243	0.024329	0.018801	0.038627	-0.279376	-0.081379	-0.303575	-0.028945	-0.37011	0.425305	-0.306967	0.329613	-0.200164	0.015527	0.00974	-0.042203	-0.037995	-0.012958	-0.011529	-0.002482	-0.001831	0.021294	0.016818	-0.018206	-0.275379	-0.052214	-0.308611	-0.031872	-0.39218	0.039408	-0.366059	0.061833	-0.263894	-0.00566	0.024105	0.020522	0.002352	0.003699	-0.350999	-0.379338	-0.180711	-0.365368	0.11687	0.001777	0.014908	-0.218552	-0.285043	0.288002	-0.132199	0.008915	-0.001126	-0.02279	0.001821	-0.00512	0.013911	-0.003218	0.004594	0.010278	0.016559	0.009546	-0.005006	-0.013642	-0.008827	0.005203	0.000937	0.015301	-0.006005	0.019769	0.003876	-0.003983	-0.005726	0.020662	0.000626	0.005547	0.007152	0.000774	0.005168	-0.002009	-0.016936	0.012954	-0.005318	0.002943	-0.022523	0.003747	-0.009188	-0.020481	0.008876	-0.000476	0.008752	0.023822	-0.021071	0.010519	0.044893	0.822886	0.016033	-0.03449	-0.008529	0.050523	0.840555	0.011715	0.099353	0.067125	-0.087637	0.328986	0.035537	0.078281	0.077644	-0.042744	0.514514	0.494407	0.789238	0.495434
10	6	44	15	105	0.006821	-0.020054	0.013238	-0.024917	-0.012745	-0.00325	-0.019409	-0.010889	-0.014124	0.002833	0.020231	0.002318	-0.00719	-0.015014	0.009147	0.02528	-0.004663	0.016592	-0.006476	0.025974	-0.493627	-0.377496	-0.40432	0.061361	-0.017841	0.477688	-0.497537	-0.520918	-0.439255	-0.586765	-0.141353	-0.672425	-0.487179	-0.899681	-0.085281	-0.345758	-0.386992	0.04589	-0.109247	-0.495486	0.490105	0.458913	0.865571	0.112047	0.126422	0.256124	0.434222	0.440481	0.746455	0.740438	0.006477	0.005178	-0.0233	-0.020268	-0.008673	-0.008697	-0.003666	-0.004283	0.00563	0.004011	0.009725	-0.278423	-0.03926	-0.367808	-0.189169	-0.432269	-0.262853	-0.437576	-0.209702	-0.45717	0.001729	0.003386	-0.021788	-0.019772	-0.000265	-0.004433	-0.011987	-0.011434	0.007339	-0.000741	0.385207	-0.170669	0.221012	-0.302734	-0.005566	-0.367333	-0.230746	-0.46015	-0.359944	-0.560859	0.002373	0.004991	-0.028589	-0.029276	-0.009279	-0.011404	-0.006257	-0.008696	0.006432	0.004367	0.04279	-0.303338	-0.055179	-0.432574	-0.335129	-0.476894	-0.253268	-0.471839	-0.236635	-0.558287	0.000344	0.003246	0.021912	-0.021251	-0.018374	-0.503352	-0.338235	-0.21515	0.324215	0.191861	-0.000815	0.01545	0.315129	-0.318811	0.312905	0.709321	0.008915	-0.002094	-0.02279	0.002736	-0.00512	0.018358	-0.003218	-0.021699	0.010278	-0.023022	0.009546	-0.012796	-0.013642	-0.005767	0.005203	-0.016092	0.015301	-0.029425	0.019769	-0.016936	-0.003983	0.024214	0.020662	-0.018345	0.005547	-0.012737	0.000774	-0.015788	-0.002009	0.011157	0.012954	0.012326	0.002943	-0.007606	0.003747	0.012845	-0.020481	0.014005	-0.000476	0.02645	-0.037656	-0.023532	-0.024973	-0.014124	0.261254	-0.044477	-0.030009	-0.026702	-0.014468	0.261674	0.021361	0.072334	0.052414	-0.050974	0.389987	-0.016296	0.048802	0.027441	-0.065098	0.257888	0.538462	0.509615	0.318792
11	4	25	7	58	-0.005037	-0.02072	-0.000986	0.001975	-0.000986	0.01604	0.005038	0.001009	0.000504	-0.017353	0	0.013059	0.052325	-0.01046	-0.011375	-0.002064	-0.015744	-0.034331	-0.010194	-0.006271	0.895966	-0.303504	-0.615581	-0.698823	-0.438199	-0.427152	-0.406695	-0.65168	-0.692103	-0.253768	0.034501	-0.157204	-0.329616	-0.173079	0.026712	-0.132559	0.427786	0.627083	-0.257715	-0.216639	0.217263	0.447113	0.596713	0.65754	0.315213	0.921788	0.522356	0.266437	0.209712	0.463687	0.006583	0.005497	-0.019908	-0.019021	-0.001972	-0.002762	-0.005189	-0.003759	0.0112	0.008889	-0.084938	-0.266523	-0.122741	-0.352975	-0.110862	-0.351289	-0.096359	-0.325952	-0.149133	-0.382487	0.013069	-0.000133	-0.012233	-0.012627	0.00169	0.000962	0.005632	0.000961	-0.002114	-0.000986	0.051816	-0.146534	0.09069	-0.303504	-0.087383	-0.351289	0.048038	-0.525589	-0.3538	-0.438199	0.002993	0.001121	-0.014186	-0.015428	-0.001245	-0.000834	-0.009079	-0.003867	0.007232	0.004885	0.081967	-0.188957	-0.137036	-0.399654	-0.126794	-0.266183	0.028645	-0.310995	-0.346747	-0.516649	-0.01162	-0.000812	0.000987	0.007164	-0.012186	0.980904	-0.180762	-0.504719	-0.602464	-0.289067	-0.002279	0.017264	1.433696	-0.187114	0.425644	1.195543	0.008915	-0.013952	-0.02279	0.00207	-0.00512	0.004134	-0.003218	0.005193	0.010278	-0.011264	0.009546	0.006494	-0.013642	0.01868	0.005203	-0.004194	0.015301	-0.014797	0.019769	-0.037121	-0.003983	0.003983	0.020662	-0.007603	0.005547	0.046778	0.000774	-0.011234	-0.002009	-0.009366	0.012954	-0.015018	0.002943	-0.018687	0.003747	-0.038078	-0.020481	0.010287	-0.000476	-0.005795	-0.025754	-0.009244	0.006043	-0.016511	0.357594	-0.020717	-0.015827	-0.007026	-0.00489	0.464451	-0.019817	0.048915	0.016765	-0.068732	0.175431	-0.045572	0.039671	0.022808	-0.085242	0.160286	0.233696	0.463215	0.947222
12	7	50	17	115	0.024086	-0.033621	-0.01528	0.019913	0.060606	-0.01448	-0.057167	-0.000852	0.048257	0.04093	0.001864	0.032724	0.029733	-0.028874	-0.032589	0.01801	-0.00939	0.026012	-0.041551	0.010261	-0.247512	-0.53	-0.31861	0.401755	0.180109	-0.013411	-0.140772	-0.343253	-0.217945	-0.265134	-0.040107	-0.622719	-0.501836	-0.995878	-0.549649	-0.549482	-0.486431	-0.343979	-0.147245	-0.084727	0.818526	0.272651	0.254952	0.904802	0.963338	0.484744	0.27601	0.519123	0.845724	0.81994	0.005887	0.004687	-0.016937	-0.015102	-0.00052	-0.000705	-0.00132	-0.000499	0.012355	0.009597	-0.100575	-0.23216	-0.047897	-0.339904	-0.135846	-0.309888	-0.1853	-0.406543	-0.23278	-0.435713	0.018088	0.016957	-0.029339	-0.021629	-0.013067	-0.005954	-0.002818	-0.003333	0.034005	0.02318	-0.1015	-0.24934	-0.295133	-0.307692	-0.035014	-0.200948	0.362575	0.001644	0.49098	0.012135	0.015541	0.016065	-0.031755	-0.023823	-0.008268	-0.006366	-0.001496	-0.000286	0.029749	0.023959	-0.15358	-0.24359	-0.118357	-0.237793	-0.065492	-0.221212	0.309189	0.001644	0.44563	-0.086054	0.018199	-0.016684	-0.01476	0.021233	0.048252	-0.146937	-0.482103	-0.182765	0.587055	0.412888	0.00393	0.032414	-0.15101	-0.290841	0.309686	0.072587	0.008915	0.015171	-0.02279	-0.010831	-0.00512	-0.01016	-0.003218	0.023132	0.010278	0.050329	0.009546	-0.024026	-0.013642	-0.043525	0.005203	-0.006056	0.015301	0.032956	0.019769	0.021162	-0.003983	0.005847	0.020662	0.012061	0.005547	0.024185	0.000774	-0.029648	-0.002009	-0.030579	0.012954	0.005055	0.002943	-0.012333	0.003747	0.022264	-0.020481	-0.02107	-0.000476	0.010737	0.055705	-0.000537	0.00687	0.056242	0.927219	0.031619	-0.006412	-0.011219	0.038031	0.899032	0.022887	0.048602	0.051198	-0.025715	0.398401	0.078592	0.048065	0.058068	0.030527	0.716029	0.901437	0.123203	0.479079
13	8	57	20	142	0.022375	-0.039474	-0.023555	-0.006383	0.02352	0.006135	0.027927	-0.023746	0.038356	0.039885	-0.011731	0.021573	0.046663	-0.018227	-0.024508	0.011177	0.001947	0.009337	-0.018331	0.011219	-0.823766	-0.419672	0.049724	-0.841517	-0.830333	-0.252897	0.220664	-0.348105	-0.56205	-0.245157	-0.079479	-0.858689	-0.670264	-1.990995	-0.030592	-0.402519	-0.445359	-0.352943	-0.522488	-0.901513	0.797474	0.22166	0.155078	0.41112	0.784239	0.050279	0.38779	0.757628	0.126343	0.19682	0.013449	0.007973	-0.045074	-0.042676	-0.011731	-0.011011	-0.000976	-0.001223	0.023137	0.019754	0.124151	-0.225958	0.157989	-0.210107	0.039849	-0.306189	0.183301	-0.253343	0.126358	-0.195679	0.012713	0.010792	-0.040947	-0.038279	-0.019108	-0.014648	-0.001433	-0.002376	0.016853	0.016297	-0.054922	-0.271943	0.006445	-0.272664	-0.174717	-0.391013	-0.159599	-0.368274	-0.117941	-0.335886	0.015527	0.00974	-0.042203	-0.037995	-0.012958	-0.011529	-0.002482	-0.001831	0.021294	0.016818	-0.018206	-0.275379	-0.052214	-0.308611	-0.031872	-0.39218	0.039408	-0.366059	0.061833	-0.263894	0.008926	0.005601	-0.011824	-0.005407	0.000383	-0.947916	-0.577661	0.009875	-1.024819	-0.956691	0.004708	0.024708	-0.005046	-0.515397	0.474646	-1.413429	0.008915	0.01346	-0.02279	-0.016684	-0.00512	-0.018435	-0.003218	-0.003165	0.010278	0.013243	0.009546	-0.003411	-0.013642	0.041569	0.005203	-0.028949	0.015301	0.023055	0.019769	0.020117	-0.003983	-0.007749	0.020662	0.00091	0.005547	0.041116	0.000774	-0.019001	-0.002009	-0.022498	0.012954	-0.001778	0.002943	-0.000996	0.003747	0.00559	-0.020481	0.00215	-0.000476	0.011695	-0.023517	-0.021071	-0.031484	-0.002446	0.379891	-0.045892	-0.03449	-0.044197	-0.011402	0.252419	0.117676	0.099353	0.078491	0.018324	0.815734	0.094159	0.078281	0.047007	0.015878	0.76525	0.720358	0.544843	0.025114
14	6	44	15	105	0.017792	-0.048735	-0.004264	-0.093503	-0.002204	-0.002382	-0.002558	-0.023381	0.003942	0.014543	-0.000545	-0.00127	0.006575	-0.014401	-0.020455	0.020515	-0.004657	0.003415	0.013479	0.030212	1.02619	1.773618	1.614137	6.097778	-0.178651	-0.009844	-0.040414	-0.362875	-0.55255	-0.426036	-0.282955	-0.671223	-0.784373	-0.874743	-0.313364	-0.50157	-0.553874	-0.424053	0.288576	1.200936	0.734737	0.160135	0.498946	0.004212	0.286979	0.932531	0.964746	0.954877	0.992694	0.634723	0.006477	0.005178	-0.0233	-0.020268	-0.008673	-0.008697	-0.003666	-0.004283	0.00563	0.004011	0.009725	-0.278423	-0.03926	-0.367808	-0.189169	-0.432269	-0.262853	-0.437576	-0.209702	-0.45717	0.001729	0.003386	-0.021788	-0.019772	-0.000265	-0.004433	-0.011987	-0.011434	0.007339	-0.000741	0.385207	-0.170669	0.221012	-0.302734	-0.005566	-0.367333	-0.230746	-0.46015	-0.359944	-0.560859	0.002373	0.004991	-0.028589	-0.029276	-0.009279	-0.011404	-0.006257	-0.008696	0.006432	0.004367	0.04279	-0.303338	-0.055179	-0.432574	-0.335129	-0.476894	-0.253268	-0.471839	-0.236635	-0.558287	0.011315	-0.025436	0.00441	-0.089838	-0.007833	1.016465	1.812878	1.803306	6.360632	0.03105	-0.005394	0.027029	-2.020434	0.301235	1.574423	2.907969	0.008915	0.008877	-0.02279	-0.025946	-0.00512	0.000856	-0.003218	-0.090285	0.010278	-0.012481	0.009546	-0.011927	-0.013642	0.011084	0.005203	-0.028584	0.015301	-0.011358	0.019769	-0.005226	-0.003983	0.003437	0.020662	-0.021932	0.005547	0.001028	0.000774	-0.015175	-0.002009	-0.018446	0.012954	0.00756	0.002943	-0.0076	0.003747	-0.000332	-0.020481	0.03396	-0.000476	0.030688	-0.130914	-0.023532	-0.024973	-0.107382	0.027766	-0.148706	-0.030009	-0.026702	-0.118697	0.017669	0.023032	0.072334	0.052414	-0.049302	0.400926	-0.107882	0.048802	0.027441	-0.156684	0.049222	0.740385	0.157051	0.916107
15	6	44	15	105	-0.028481	-0.018632	0.003115	-0.012309	-0.004289	0.05768	-0.045173	0.039227	0.005822	0.038978	-0.021053	0.030508	-0.000677	-0.012709	0.002011	0.004714	-0.006024	-0.001337	-0.009272	0.020271	0.136629	-0.499315	-0.481527	-0.379986	-0.2548	0.118828	0.099198	0.115836	-0.344549	-0.147219	-0.220309	-0.561402	-0.545894	-0.771226	-0.27723	0.284439	-0.40547	0.211955	0.02719	1.302402	0.048	0.489254	0.718078	0.282645	0.24863	0.776966	0.310404	0.371723	0.464976	0.585303	0.006477	0.005178	-0.0233	-0.020268	-0.008673	-0.008697	-0.003666	-0.004283	0.00563	0.004011	0.009725	-0.278423	-0.03926	-0.367808	-0.189169	-0.432269	-0.262853	-0.437576	-0.209702	-0.45717	0.001729	0.003386	-0.021788	-0.019772	-0.000265	-0.004433	-0.011987	-0.011434	0.007339	-0.000741	0.385207	-0.170669	0.221012	-0.302734	-0.005566	-0.367333	-0.230746	-0.46015	-0.359944	-0.560859	0.002373	0.004991	-0.028589	-0.029276	-0.009279	-0.011404	-0.006257	-0.008696	0.006432	0.004367	0.04279	-0.303338	-0.055179	-0.432574	-0.335129	-0.476894	-0.253268	-0.471839	-0.236635	-0.558287	-0.034958	0.004667	0.011789	-0.008643	-0.009918	0.126904	-0.460054	-0.292357	-0.117132	-0.045098	0.002119	0.024926	0.518204	-0.129623	0.4514	1.620607	0.008915	-0.037395	-0.02279	0.004157	-0.00512	0.008236	-0.003218	-0.00909	0.010278	-0.014566	0.009546	0.048134	-0.013642	-0.031531	0.005203	0.034024	0.015301	-0.009479	0.019769	0.01921	-0.003983	-0.01707	0.020662	0.009846	0.005547	-0.006224	0.000774	-0.013483	-0.002009	0.00402	0.012954	-0.00824	0.002943	-0.008967	0.003747	-0.005085	-0.020481	0.01121	-0.000476	0.020746	-0.060595	-0.023532	-0.024973	-0.037063	0.145141	-0.032114	-0.030009	-0.026702	-0.002105	0.368532	0.102966	0.072334	0.052414	0.030632	0.774085	0.042371	0.048802	0.027441	-0.006432	0.550273	0.086538	0.554487	0.778524
16	6	41	14	100	-0.001331	-0.02086	0.00921	-0.031847	-0.03681	-0.016888	-0.020094	-0.035348	0.039099	-0.035429	0.07362	0.044872	0	0.007752	-0.001162	-0.012866	0.046667	-0.03599	-0.045399	0.044872	-0.486465	-0.812547	-0.444418	0.252378	-0.477373	0.046684	-0.750121	-0.803536	-0.245038	0.421014	0.329569	-0.578534	-0.686155	-2.064471	-0.390899	-0.889144	0.079899	-0.423318	-0.357381	0.300716	0.277895	0.444585	0.823009	0.076243	0.027813	0.26214	0.086414	0.405673	0.807907	0.439622	0.006477	0.005178	-0.0233	-0.020268	-0.008673	-0.008697	-0.003666	-0.004283	0.00563	0.004011	0.009725	-0.278423	-0.03926	-0.367808	-0.189169	-0.432269	-0.262853	-0.437576	-0.209702	-0.45717	0.00625	0.003594	-0.012359	-0.012261	-0.00863	-0.006776	0.002395	-0.001087	0.001391	0.002625	-0.200367	-0.289841	-0.181469	-0.352577	-0.045303	-0.354249	-0.231143	-0.434851	-0.166708	-0.380466	0.010742	0.006337	-0.017803	-0.015248	-0.008044	-0.006703	-0.000973	-0.001877	0.004795	0.003705	-0.023787	-0.240235	-0.023126	-0.321179	-0.041237	-0.345193	-0.272569	-0.408897	-0.182405	-0.38339	-0.007809	0.002439	0.017884	-0.028182	-0.042439	-0.49619	-0.773287	-0.255248	0.515231	-0.267671	-0.001397	0.034627	0.708059	-0.398957	0.57003	-1.007167	0.008915	-0.010246	-0.02279	0.001929	-0.00512	0.014331	-0.003218	-0.028629	0.010278	-0.047087	0.009546	-0.026434	-0.013642	-0.006453	0.005203	-0.040551	0.015301	0.023799	0.019769	-0.055197	-0.003983	0.077602	0.020662	0.024209	0.005547	-0.005547	0.000774	0.006978	-0.002009	0.000848	0.012954	-0.025821	0.002943	0.043724	0.003747	-0.039737	-0.020481	-0.024918	-0.000476	0.045347	-0.081638	-0.023532	-0.010953	-0.058106	0.079933	-0.080307	-0.030009	-0.017202	-0.050298	0.099706	0.053706	0.072334	0.078655	-0.018628	0.56626	-0.027932	0.048802	0.067702	-0.076734	0.213294	0.330128	0.490385	0.328859
17	4	33	10	79	0.01003	-0.009168	-0.008403	0.010811	-0.002311	0.018039	-0.018476	-0.014416	0.030493	0.014273	-0.007086	0.021721	-0.007189	0.004816	-0.002402	0.01793	-0.0184	-0.010293	-0.004728	-0.033511	-0.251041	-0.772699	-0.893053	-0.400481	-1.010918	-0.111357	-0.274953	-0.819241	-0.266005	-0.78511	-0.448947	-0.249076	2.636094	0.237865	-0.40323	2.35299	-0.284356	0.228833	1.326205	1.983559	0.572632	0.680995	0.394437	0.825611	0.28445	0.481736	0.10963	0.078212	0.446927	0.103567	0.006583	0.005497	-0.019908	-0.019021	-0.001972	-0.002762	-0.005189	-0.003759	0.0112	0.008889	-0.084938	-0.266523	-0.122741	-0.352975	-0.110862	-0.351289	-0.096359	-0.325952	-0.149133	-0.382487	0.007932	0.00797	-0.021925	-0.01924	-0.001542	-0.00354	-0.001465	-0.001601	0.015277	0.016107	-0.187105	-0.323043	-0.112945	-0.329107	0.110676	-0.318752	-0.036299	-0.26576	0.050935	-0.313292	0.007409	0.005362	-0.022807	-0.020607	-0.002004	-0.00354	-0.002262	-0.001328	0.016581	0.015988	-0.134294	-0.297463	-0.103651	-0.329107	0.057628	-0.318752	-0.035862	-0.26576	0.013636	-0.282455	0.003447	0.01074	-0.006431	0.016	-0.013511	-0.166103	-0.649958	-0.782191	-0.304122	-0.861785	-0.000413	0.016053	0.072426	0.089754	1.093522	1.423047	0.008915	0.001116	-0.02279	0.013622	-0.00512	-0.003283	-0.003218	0.014029	0.010278	-0.012589	0.009546	0.008493	-0.013642	-0.004834	0.005203	-0.019619	0.015301	0.015192	0.019769	-0.005495	-0.003983	-0.003103	0.020662	0.001059	0.005547	-0.012736	0.000774	0.004042	-0.002009	-0.000392	0.012954	0.004976	0.002943	-0.021343	0.003747	-0.01404	-0.020481	0.015753	-0.000476	-0.033035	0.000959	-0.009244	-0.001724	0.010202	0.631468	-0.009072	-0.015827	-0.009656	0.006755	0.602019	-0.009228	0.048915	0.080487	-0.058142	0.214135	-0.008269	0.039671	0.078763	-0.04794	0.293647	0.622283	0.722071	0.511111
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19	8	57	20	141	-0.008889	-0.004425	-0.069959	-0.028	0.046025	0.010571	-0.054	-0.001996	0.008048	0.044118	-0.008333	0.021277	-0.008439	-0.02268	-0.035786	0.045738	-0.038	0.02459	-0.027888	-0.015686	-0.599609	-0.735366	-0.799678	-0.844067	-0.574595	-0.417635	-0.457121	-1.11271	-0.582973	-0.770411	-0.485705	-0.852112	-0.240445	-1.595207	-0.743376	-0.265391	-0.650566	-0.632141	1.554032	-0.392174	0.167158	0.777075	0.017278	0.095198	0.930468	0.174474	0.134136	0.127632	0.124624	0.363128	0.013449	0.007973	-0.045074	-0.042676	-0.011731	-0.011011	-0.000976	-0.001223	0.023137	0.019754	0.124151	-0.225958	0.157989	-0.210107	0.039849	-0.306189	0.183301	-0.253343	0.126358	-0.195679	0.012713	0.010792	-0.040947	-0.038279	-0.019108	-0.014648	-0.001433	-0.002376	0.016853	0.016297	-0.054922	-0.271943	0.006445	-0.272664	-0.174717	-0.391013	-0.159599	-0.368274	-0.117941	-0.335886	0.015527	0.00974	-0.042203	-0.037995	-0.012958	-0.011529	-0.002482	-0.001831	0.021294	0.016818	-0.018206	-0.275379	-0.052214	-0.308611	-0.031872	-0.39218	0.039408	-0.366059	0.061833	-0.263894	-0.022338	0.04065	-0.058227	-0.027024	0.022888	-0.72376	-0.893354	-0.839527	-1.027369	-0.700953	-0.006186	0.032221	0.025054	-0.559862	0.582533	2.411195	0.008915	-0.017804	-0.02279	0.018365	-0.00512	-0.064839	-0.003218	-0.024782	0.010278	0.035747	0.009546	0.001025	-0.013642	-0.040358	0.005203	-0.007199	0.015301	-0.007253	0.019769	0.024349	-0.003983	-0.004351	0.020662	0.000614	0.005547	-0.013986	0.000774	-0.023454	-0.002009	-0.033776	0.012954	0.032784	0.002943	-0.040943	0.003747	0.020843	-0.020481	-0.007407	-0.000476	-0.01521	-0.065248	-0.021071	-0.031484	-0.044176	0.123685	-0.056359	-0.03449	-0.044197	-0.021869	0.194783	-0.058467	0.099353	0.078491	-0.157819	0.069415	-0.123715	0.078281	0.047007	-0.201996	0.037442	0.201342	0.908072	0.150685
20	7	46	16	108	0.000482	-0.019793	0.013355	-0.005238	0.015474	0.011741	0.029205	-0.011449	0.005506	0.017311	-0.010579	0.018471	0.01252	0.013105	-0.012474	-0.005684	0.019493	0.020431	-0.008001	0.008608	-0.642278	-0.935832	-0.948719	-0.6859	-0.891664	-0.57196	0.337689	0.700432	-0.143448	-0.928876	-0.520377	-0.067978	-0.344405	-1.556843	-0.815912	-0.232085	-0.222369	-0.01153	-0.505427	-0.672806	0.335158	0.466077	0.868099	0.437237	0.666245	0.140095	0.037833	0.054147	0.218737	0.169746	0.005887	0.004687	-0.016937	-0.015102	-0.00052	-0.000705	-0.00132	-0.000499	0.012355	0.009597	-0.100575	-0.23216	-0.047897	-0.339904	-0.135846	-0.309888	-0.1853	-0.406543	-0.23278	-0.435713	0.002634	0.002003	-0.015063	-0.013744	0.003388	0.002083	-0.001702	-0.001125	0.010892	0.009911	-0.111228	-0.234294	-0.125564	-0.360534	-0.114012	-0.311316	-0.187226	-0.410381	-0.333149	-0.606089	0.003103	0.001947	-0.014858	-0.013463	0.001267	0.000409	-0.002085	-0.001139	0.010962	0.010451	-0.112553	-0.234294	-0.139319	-0.353696	-0.069387	-0.269485	-0.186231	-0.410381	-0.374449	-0.598978	-0.005405	-0.002856	0.013876	-0.003918	0.00312	-0.541703	-0.887935	-0.812873	-0.5006	-0.658885	0.005624	0.013691	-0.269116	-0.483014	0.507733	0.36459	0.008915	-0.008433	-0.02279	0.002997	-0.00512	0.018475	-0.003218	-0.00202	0.010278	0.005197	0.009546	0.002195	-0.013642	0.042847	0.005203	-0.016652	0.015301	-0.009795	0.019769	-0.002457	-0.003983	-0.006596	0.020662	-0.002191	0.005547	0.006973	0.000774	0.012331	-0.002009	-0.010465	0.012954	-0.018639	0.002943	0.01655	0.003747	0.016684	-0.020481	0.01248	-0.000476	0.009083	0.004281	-0.000537	0.00014	0.004818	0.659655	0.003799	-0.006412	-0.002481	0.010211	0.755154	0.108204	0.048602	0.045762	0.059602	0.790913	0.112485	0.048065	0.045902	0.06442	0.821203	0.361396	0.344969	0.158996
21	6	43	15	104	0.015686	-0.037736	0.005693	-0.036563	-0.031858	0.008929	0.037037	-0.030521	0.033395	0.052734	-0.007752	-0.00578	-0.026267	0.00188	-0.041441	0.035448	-0.027223	0.009157	-0.068259	0.017361	-0.634658	-0.659738	-0.739061	-0.90378	-0.928872	-0.43255	-0.159133	-0.19632	-0.682788	0.575014	-0.190268	-0.765308	-0.813578	-1.914558	-0.399876	-0.816566	-0.294353	-0.775095	-0.723725	-0.513644	0.696421	0.235567	0.771597	0.058972	0.037084	0.146111	0.184867	0.165019	0.091104	0.151268	0.006477	0.005178	-0.0233	-0.020268	-0.008673	-0.008697	-0.003666	-0.004283	0.00563	0.004011	0.009725	-0.278423	-0.03926	-0.367808	-0.189169	-0.432269	-0.262853	-0.437576	-0.209702	-0.45717	0.000671	0.004665	-0.031111	-0.036221	-0.012366	-0.01353	-0.005603	-0.010398	0.007209	0.00803	-0.223799	-0.490517	-0.294839	-0.506826	-0.554919	-0.628292	-0.306112	-0.519467	-0.18672	-0.553293	0.002373	0.004991	-0.028589	-0.029276	-0.009279	-0.011404	-0.006257	-0.008696	0.006432	0.004367	0.04279	-0.303338	-0.055179	-0.432574	-0.335129	-0.476894	-0.253268	-0.471839	-0.236635	-0.558287	0.009209	-0.014436	0.014366	-0.032898	-0.037488	-0.644383	-0.620477	-0.549892	-0.640927	-0.71917	-0.004804	0.031969	-0.034842	-0.598443	0.470165	-0.284484	0.008915	0.006771	-0.02279	-0.014946	-0.00512	0.010813	-0.003218	-0.033345	0.010278	-0.042136	0.009546	-0.000617	-0.013642	0.050679	0.005203	-0.035724	0.015301	0.018094	0.019769	0.032965	-0.003983	-0.003769	0.020662	-0.026442	0.005547	-0.031814	0.000774	0.001106	-0.002009	-0.039432	0.012954	0.022494	0.002943	-0.030166	0.003747	0.00541	-0.020481	-0.047778	-0.000476	0.017837	-0.084779	-0.023532	-0.041201	-0.061247	0.071098	-0.100465	-0.030009	-0.041872	-0.070456	0.057636	-0.011302	0.072334	0.083716	-0.083636	0.201094	-0.096081	0.048802	0.042515	-0.144883	0.058056	0.708333	0.275641	0.204698
22	7	54	19	135	-0.004969	-0.03012	0.01436	0.007108	0.015276	-0.013255	0.009334	0.001871	-0.012924	0.012777	0.001248	-0.00404	0.079866	-0.004676	-0.016749	0.002634	-0.0219	0.000645	-0.01928	0.026273	-0.415874	-0.609598	0.211806	-0.809521	-1.262975	-0.77512	0.499785	0.599718	0.524981	-0.960222	0.039143	0.926337	1.325423	4.202696	0.080566	-0.143743	0.780804	-0.859013	-0.827382	2.260871	0.219368	0.308892	0.876528	0.770851	0.662453	0.322303	0.216681	0.810056	0.144822	0.015471	0.005887	0.004687	-0.016937	-0.015102	-0.00052	-0.000705	-0.00132	-0.000499	0.012355	0.009597	-0.100575	-0.23216	-0.047897	-0.339904	-0.135846	-0.309888	-0.1853	-0.406543	-0.23278	-0.435713	-0.000439	-0.003771	-0.014594	-0.015528	0.003331	0	-0.003806	-0.00496	0.002603	0.003106	-0.182007	-0.415874	-0.349039	-0.398622	-0.250842	-0.265604	-0.539293	-0.614982	-0.548577	-0.491877	0.004552	0.00464	-0.015542	-0.014218	0.004034	0.000288	-0.001342	-0.000588	0.007318	0.006329	-0.144482	-0.290709	0.231177	-0.380897	-0.293019	-0.49183	-0.482809	-0.602442	-0.315696	-0.525434	-0.010856	-0.013183	0.01488	0.008428	0.002921	-0.315298	-0.561701	0.347652	-0.624221	-1.030196	0.002174	0.023138	1.965631	0.239434	1.288635	1.681966	0.008915	-0.013883	-0.02279	-0.007331	-0.00512	0.01948	-0.003218	0.010327	0.010278	0.004998	0.009546	-0.022801	-0.013642	0.022975	0.005203	-0.003333	0.015301	-0.028225	0.019769	-0.006992	-0.003983	0.005231	0.020662	-0.024702	0.005547	0.074319	0.000774	-0.00545	-0.002009	-0.01474	0.012954	-0.010321	0.002943	-0.024842	0.003747	-0.003103	-0.020481	0.001201	-0.000476	0.026749	0.001655	-0.000537	-0.012904	0.002192	0.638199	0.006624	-0.006412	-0.012465	0.013036	0.775768	0.041825	0.048602	0.047899	-0.006777	0.5061	0.043479	0.048065	0.034995	-0.004585	0.555322	0.201232	0.147844	0.345188
23	7	46	16	108	-0.059204	0.024645	0.068354	0.051091	0.018428	0.00381	0.000544	0.007679	-0.007567	-0.006544	-0.020138	0.002658	0.004805	0.008616	0.007104	0.031465	0.036127	-0.032439	0.001681	-0.011628	2.633539	0.75722	1.283046	-0.014293	0.438139	-0.562166	-0.894531	-0.888781	-0.663224	-0.517428	0.074291	-0.774654	-0.406109	1.135795	-0.437185	-0.088077	-0.027732	0.128888	0.467312	-0.363408	0.013895	0.967973	0.987358	0.977675	0.714286	0.978083	0.902838	0.940266	0.712505	0.871938	0.005887	0.004687	-0.016937	-0.015102	-0.00052	-0.000705	-0.00132	-0.000499	0.012355	0.009597	-0.100575	-0.23216	-0.047897	-0.339904	-0.135846	-0.309888	-0.1853	-0.406543	-0.23278	-0.435713	0.002634	0.002003	-0.015063	-0.013744	0.003388	0.002083	-0.001702	-0.001125	0.010892	0.009911	-0.111228	-0.234294	-0.125564	-0.360534	-0.114012	-0.311316	-0.187226	-0.410381	-0.333149	-0.606089	0.003103	0.001947	-0.014858	-0.013463	0.001267	0.000409	-0.002085	-0.001139	0.010962	0.010451	-0.112553	-0.234294	-0.139319	-0.353696	-0.069387	-0.269485	-0.186231	-0.410381	-0.374449	-0.598978	-0.065091	0.041582	0.068874	0.052411	0.006073	2.734114	0.805117	1.418891	0.171007	0.670919	0.006474	0.028206	0.007234	0.064032	0.873779	1.488764	0.008915	-0.068119	-0.02279	0.047434	-0.00512	0.073474	-0.003218	0.05431	0.010278	0.00815	0.009546	-0.005736	-0.013642	0.014186	0.005203	0.002476	0.015301	-0.022868	0.019769	-0.026313	-0.003983	-0.016155	0.020662	-0.018005	0.005547	-0.000742	0.000774	0.007842	-0.002009	0.009114	0.012954	0.018511	0.002943	0.033184	0.003747	-0.036186	-0.020481	0.022162	-0.000476	-0.011152	0.103314	-0.000537	0.00014	0.103851	0.970551	0.162518	-0.006412	-0.002481	0.16893	0.994531	0.026172	0.048602	0.045762	-0.02243	0.422802	0.129486	0.048065	0.045902	0.081421	0.856542	0.008214	0.985626	0.979079

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QRT Data Challenge — data & artifacts

Data for the QRT challenge: predict the sign of a stock's next-day return from its last 20 daily returns and relative volumes plus GICS classification. Code that consumes and produces these files: https://github.com/edereynaldesaintmichel/qrt_stock_prediction

`data/` — raw challenge files

x_train.csv / x_test.csv — one row per (ID, DATE, STOCK): RET_1..RET_20 (daily returns, RET_h is calendar day t−h), VOLUME_1..VOLUME_20 (relative volumes), and GICS columns SECTOR, INDUSTRY_GROUP, INDUSTRY, SUB_INDUSTRY.
y_train.csv — target RET: 1 if the next-day return is positive.
submission_random_benchmark.csv — random-benchmark submission example.
benchmark/ — the organizers' benchmark notebook and its submission.

DATEs are shuffled and non-adjacent, but at a fixed DATE every stock's RET_h refers to the same calendar day — each (DATE, h) is an aligned cross-sectional observation ("pseudo-day").

`artifacts/` — generated by the repo's pipeline

features_{train,test}.parquet — ~200 cross-sectional features (src/features.py).
panel_{ret,vol}_mktadj.npy (stocks × pseudo-days, market-adjusted), panel_mkt.npy, graph_stocks.npy — pseudo-day panels (src/build_graph.py).
nbr_{pos,neg}.npy, w_{pos,neg}.npy — top-100 positively/negatively correlated neighbors per stock with empirical-Bayes-shrunk correlation weights.
peer_{train,test}.parquet — correlation-weighted peer momentum scalars.
oof_*.npy / test_*.npy — out-of-fold and test predictions per model (LightGBM, CatBoost, MLP v1/v2, LGB+peer), aligned with the csv row order.
feature_importance.csv, submission.csv.

All artifacts are reproducible from data/ with the repo's scripts.

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QRT Data Challenge — data & artifacts

data/ — raw challenge files

artifacts/ — generated by the repo's pipeline

`data/` — raw challenge files

`artifacts/` — generated by the repo's pipeline