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mstz
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steel_plates

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steel_plates · 1.94k rows

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train · 1.94k rows

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x_minimum int64 0 1.71k	x_maximum int64 4 1.71k	y_minimum int64 6.71k 13M	y_maximum int64 6.72k 13M	pixels_areas int64 2 153k	x_perimeter int64 2 10.4k	y_perimeter int64 1 18.2k	sum_of_luminosity int64 250 11.6M	minimum_of_luminosity int64 0 203	maximum_of_luminosity int64 37 253	length_of_conveyer int64 1.23k 1.79k	typeofsteel_a300 int64 0 1	typeofsteel_a400 int64 0 1	steel_plate_thickness int64 40 300	edges_index float64 0 1	empty_index float64 0 0.94	square_index float64 0.01 1	outside_x_index float64 0 0.88	edges_x_index float64 0.01 1	edges_y_index float64 0.05 1	outside_global_index float64 0 1	logofareas float64 0.3 5.18	log_x_index float64 0.3 3.07	log_y_index float64 0 4.26	orientation_index float64 -0.99 0.99	luminosity_index float64 -1 0.64	sigmoidofareas float64 0.12 1
42	50	270,900	270,944	267	17	44	24,220	76	108	1,687	1	0	80	0.0498	0.2415	0.1818	0.0047	0.4706	1	1	2.4265	0.9031	1.6435	0.8182	-0.2913	0.5822
645	651	2,538,079	2,538,108	108	10	30	11,397	84	123	1,687	1	0	80	0.7647	0.3793	0.2069	0.0036	0.6	0.9667	1	2.0334	0.7782	1.4624	0.7931	-0.1756	0.2984
829	835	1,553,913	1,553,931	71	8	19	7,972	99	125	1,623	1	0	100	0.971	0.3426	0.3333	0.0037	0.75	0.9474	1	1.8513	0.7782	1.2553	0.6667	-0.1228	0.215
853	860	369,370	369,415	176	13	45	18,996	99	126	1,353	0	1	290	0.7287	0.4413	0.1556	0.0052	0.5385	1	1	2.2455	0.8451	1.6532	0.8444	-0.1568	0.5212
1,289	1,306	498,078	498,335	2,409	60	260	246,930	37	126	1,353	0	1	185	0.0695	0.4486	0.0662	0.0126	0.2833	0.9885	1	3.3818	1.2305	2.4099	0.9338	-0.1992	1
430	441	100,250	100,337	630	20	87	62,357	64	127	1,387	0	1	40	0.62	0.3417	0.1264	0.0079	0.55	1	1	2.7993	1.0414	1.9395	0.8736	-0.2267	0.9874
413	446	138,468	138,883	9,052	230	432	1,481,991	23	199	1,687	0	1	150	0.4896	0.339	0.0795	0.0196	0.1435	0.9607	1	3.9567	1.5185	2.6181	0.9205	0.2791	1
190	200	210,936	210,956	132	11	20	20,007	124	172	1,687	0	1	150	0.2253	0.34	0.5	0.0059	0.9091	1	1	2.1206	1	1.301	0.5	0.1841	0.3359
330	343	429,227	429,253	264	15	26	29,748	53	148	1,687	0	1	150	0.3912	0.2189	0.5	0.0077	0.8667	1	1	2.4216	1.1139	1.415	0.5	-0.1197	0.5593
74	90	779,144	779,308	1,506	46	167	180,215	53	143	1,687	0	1	150	0.0877	0.4261	0.0976	0.0095	0.3478	0.982	1	3.1778	1.2041	2.2148	0.9024	-0.0651	1
106	118	813,452	813,500	442	13	48	50,393	76	143	1,687	0	1	150	0.1257	0.2326	0.25	0.0071	0.9231	1	1	2.6454	1.0792	1.6812	0.75	-0.1093	0.8612
505	515	106,604	106,668	284	42	69	31,062	97	119	1,687	0	1	150	0.5987	0.5562	0.1563	0.0059	0.2381	0.9275	1	2.4533	1	1.8062	0.8438	-0.1455	0.9048
46	58	179,258	179,312	480	15	54	61,966	102	158	1,687	0	1	150	0.0545	0.2593	0.2222	0.0071	0.8	1	1	2.6812	1.0792	1.7324	0.7778	0.0086	0.9093
581	590	230,644	230,704	433	22	60	38,917	62	111	1,687	0	1	150	0.6888	0.1981	0.15	0.0053	0.4091	1	1	2.6365	0.9542	1.7781	0.85	-0.2978	0.8299
451	466	368,143	368,208	728	30	68	69,258	36	133	1,687	0	1	150	0.5347	0.2533	0.2308	0.0089	0.5	0.9559	1	2.8621	1.1761	1.8129	0.7692	-0.2568	0.9888
669	684	491,552	491,684	1,097	59	133	119,540	50	134	1,687	0	1	150	0.7931	0.446	0.1136	0.0089	0.2542	0.9925	1	3.0402	1.1761	2.1206	0.8864	-0.1487	1
156	192	713,788	714,056	5,044	167	282	570,911	11	143	1,687	0	1	150	0.1849	0.4772	0.1343	0.0213	0.2156	0.9503	1	3.7028	1.5563	2.4281	0.8657	-0.1157	1
90	104	751,059	751,132	552	38	76	59,750	79	134	1,687	0	1	150	0.1067	0.4599	0.1918	0.0083	0.3684	0.9605	1	2.7419	1.1461	1.8633	0.8082	-0.1543	0.9918
82	89	844,704	844,729	137	8	25	14,907	92	126	1,687	0	1	150	0.0972	0.2171	0.28	0.0041	0.875	1	1	2.1367	0.8451	1.3979	0.72	-0.1499	0.2998
1,601	1,613	21,349	21,376	209	15	27	24,807	96	141	1,687	0	1	200	0.0877	0.3549	0.4444	0.0071	0.8	1	1	2.3201	1.0792	1.4314	0.5556	-0.0727	0.5362
17	28	42,683	42,717	284	18	34	32,604	87	141	1,687	0	1	200	0.0202	0.2406	0.3235	0.0065	0.6111	1	1	2.4533	1.0414	1.5315	0.6765	-0.1031	0.6173
43	52	86,284	86,313	153	13	29	17,753	101	134	1,687	0	1	200	0.051	0.4138	0.3103	0.0053	0.6923	1	1	2.1847	0.9542	1.4624	0.6897	-0.0935	0.4317
63	72	115,485	115,504	106	10	19	13,829	107	150	1,687	0	1	200	0.0747	0.3801	0.4737	0.0053	0.9	1	1	2.0253	0.9542	1.2787	0.5263	0.0192	0.2942
82	92	149,044	149,083	264	15	39	32,175	92	141	1,687	0	1	200	0.0972	0.3231	0.2564	0.0059	0.6667	1	1	2.4216	1	1.5911	0.7436	-0.0479	0.6422
75	84	184,350	184,383	201	17	35	27,349	123	148	1,687	0	1	200	0.0889	0.3232	0.2727	0.0053	0.5294	0.9429	1	2.3032	0.9542	1.5185	0.7273	0.063	0.4913
1,363	1,372	2,128,884	2,128,907	171	9	23	16,645	77	111	1,373	0	1	40	0.0015	0.1739	0.3913	0.0066	1	1	1	2.233	0.9542	1.3617	0.6087	-0.2395	0.3464
1,358	1,372	2,356,396	2,356,435	395	19	39	38,722	75	118	1,373	0	1	40	0.0015	0.2766	0.359	0.0102	0.7368	1	1	2.5966	1.1461	1.5911	0.641	-0.2341	0.8355
1,404	1,410	5,202,306	5,202,324	85	9	18	8,948	97	119	1,627	0	1	40	0.2668	0.213	0.3333	0.0037	0.6667	1	1	1.9294	0.7782	1.2553	0.6667	-0.1776	0.215
1,281	1,302	4,332,564	4,332,815	3,214	92	253	368,381	33	140	1,373	0	1	40	0.1034	0.3902	0.0837	0.0153	0.2283	0.9921	1	3.5071	1.3222	2.3997	0.9163	-0.1045	1
49	62	4,822,354	4,822,392	386	15	38	36,875	51	124	1,373	0	1	40	0.0714	0.2186	0.3421	0.0095	0.8667	1	1	2.5866	1.1139	1.5798	0.6579	-0.2537	0.7822
830	837	1,874,382	1,874,415	182	9	33	20,751	99	132	1,373	0	1	40	0.7808	0.2121	0.2121	0.0051	0.7778	1	1	2.2601	0.8451	1.5185	0.7879	-0.1093	0.3834
91	104	2,378,173	2,378,236	527	19	63	48,793	47	125	1,387	0	1	40	0.1312	0.3565	0.2063	0.0094	0.6842	1	1	2.7218	1.1139	1.7993	0.7936	-0.2767	0.9691
161	168	2,891,780	2,891,804	158	9	24	16,680	80	119	1,387	0	1	40	0.2322	0.0595	0.2917	0.005	0.7778	1	1	2.1987	0.8451	1.3802	0.7083	-0.1752	0.2901
1,328	1,338	2,691,161	2,691,189	214	10	28	19,762	70	111	1,387	0	1	50	0.0707	0.2357	0.3571	0.0072	1	1	1	2.3304	1	1.4472	0.6429	-0.2785	0.463
1,251	1,274	3,874,199	3,874,261	994	29	62	68,851	15	119	1,387	0	1	50	0.1629	0.3029	0.371	0.0166	0.7931	1	1	2.9974	1.3617	1.7924	0.629	-0.4588	0.9994
733	745	3,957,796	3,957,839	367	16	43	35,856	55	127	1,387	0	1	50	0.9257	0.2888	0.2791	0.0087	0.75	1	1	2.5647	1.0792	1.6335	0.7209	-0.2367	0.8061
12	24	304,433	304,472	320	15	39	32,705	55	125	1,353	0	1	70	0.0177	0.3162	0.3077	0.0089	0.8	1	1	2.5052	1.0792	1.5911	0.6923	-0.2015	0.7512
162	172	505,964	506,035	378	34	72	43,323	77	135	1,353	0	1	70	0.2395	0.4676	0.1408	0.0074	0.2941	0.9861	1	2.5775	1	1.8513	0.8591	-0.1046	0.9381
0	10	1,701,480	1,701,528	210	36	48	17,413	73	100	1,333	0	1	40	0	0.5625	0.2083	0.0075	0.2778	1	1	2.3222	1	1.6812	0.7917	-0.3522	0.7659
1,617	1,629	183,688	183,711	201	22	23	20,993	79	126	1,633	0	1	250	0.0049	0.2717	0.5217	0.0074	0.5454	1	1	2.3032	1.0792	1.3617	0.4783	-0.184	0.4564
1,152	1,162	284,144	284,198	386	35	54	44,712	90	132	1,687	0	1	200	0.6224	0.2852	0.1852	0.0059	0.2857	1	1	2.5866	1	1.7324	0.8148	-0.095	0.8299
1,259	1,271	1,918,092	1,918,128	324	30	36	30,269	65	124	1,353	0	1	70	0.1212	0.25	0.3333	0.0089	0.4	1	1	2.5106	1.0792	1.5563	0.6667	-0.2701	0.7037
1,545	1,557	19,815	19,841	234	20	26	23,207	66	124	1,627	0	1	40	0.086	0.25	0.4615	0.0074	0.6	1	1	2.3692	1.0792	1.415	0.5385	-0.2252	0.5162
1,580	1,590	3,884,411	3,884,461	340	30	50	34,655	88	116	1,627	0	1	40	0.0455	0.32	0.2	0.0061	0.3333	1	1	2.5315	1	1.699	0.8	-0.2037	0.7889
450	458	1,009,978	1,009,999	98	16	21	10,784	96	132	1,690	1	0	60	0.5325	0.4167	0.381	0.0047	0.5	1	1	1.9912	0.9031	1.3222	0.6191	-0.1403	0.2901
1,625	1,634	1,702,442	1,702,491	267	43	49	22,785	67	110	1,690	1	0	60	0.0663	0.3946	0.1837	0.0053	0.2093	1	1	2.4265	0.9542	1.6902	0.8163	-0.3333	0.7161
1,495	1,502	3,509,718	3,509,731	56	12	13	5,587	85	116	1,686	1	0	60	0.2183	0.3846	0.5385	0.0041	0.5833	1	1	1.7482	0.8451	1.1139	0.4615	-0.2206	0.1965
958	964	3,550,754	3,550,771	71	11	17	7,502	91	124	1,682	1	0	60	0.8537	0.3039	0.3529	0.0036	0.5454	1	1	1.8513	0.7782	1.2305	0.6471	-0.1745	0.2083
1,536	1,548	43,036	43,048	90	14	12	7,525	67	100	1,688	1	0	60	0.1659	0.375	1	0.0071	0.8571	1	0.5	1.9542	1.0792	1.0792	0	-0.3468	0.2583
780	787	1,686,880	1,686,891	55	9	11	6,124	95	125	1,690	1	0	60	0.9231	0.2857	0.6364	0.0041	0.7778	1	1	1.7404	0.8451	1.0414	0.3636	-0.1301	0.1822
1,140	1,147	2,379,116	2,379,129	58	9	13	6,567	100	132	1,690	1	0	60	0.6426	0.3626	0.5385	0.0041	0.7778	1	1	1.7634	0.8451	1.1139	0.4615	-0.1154	0.1965
13	24	2,512,899	2,512,965	567	47	66	46,365	51	109	1,690	1	0	60	0.0154	0.219	0.1667	0.0065	0.234	1	1	2.7536	1.0414	1.8195	0.8333	-0.3611	0.944
11	20	2,845,229	2,845,256	182	20	27	16,337	72	109	1,688	1	0	60	0.013	0.251	0.3333	0.0053	0.45	1	1	2.2601	0.9542	1.4314	0.6667	-0.2987	0.4025
1,589	1,599	3,826,564	3,826,588	154	20	24	13,678	69	108	1,650	1	0	69	0.0618	0.3583	0.4167	0.0061	0.5	1	1	2.1875	1	1.3802	0.5833	-0.3061	0.3977
765	774	4,157,586	4,157,620	188	20	34	20,528	95	125	1,648	1	0	69	0.9284	0.3856	0.2647	0.0055	0.45	1	1	2.2742	0.9542	1.5315	0.7353	-0.1469	0.5063
1,268	1,277	5,437,033	5,437,060	146	20	27	15,572	88	126	1,646	1	0	69	0.4484	0.3992	0.3333	0.0055	0.45	1	1	2.1644	0.9542	1.4314	0.6667	-0.1667	0.4025
333	346	5,683,008	5,683,014	51	14	7	6,902	120	149	1,650	1	0	69	0.4036	0.3462	0.4615	0.0079	0.9286	0.8571	0	1.7076	1.1139	0.7782	-0.5385	0.0573	0.1832
1,287	1,299	1,005,865	1,005,895	184	25	30	18,593	85	119	1,650	1	0	100	0.4254	0.4889	0.4	0.0073	0.48	1	1	2.2648	1.0792	1.4771	0.6	-0.2106	0.5951
1,088	1,096	1,094,617	1,094,629	67	10	12	7,416	94	132	1,710	1	0	100	0.7181	0.3021	0.6667	0.0047	0.8	1	1	1.8261	0.9031	1.0792	0.3333	-0.1353	0.2018
1,255	1,261	718,602	718,617	64	10	15	7,013	99	123	1,360	1	0	100	0.1456	0.2889	0.4	0.0044	0.6	1	1	1.8062	0.7782	1.1761	0.6	-0.1439	0.1954
707	714	807,870	807,880	53	10	10	5,039	81	111	1,360	1	0	100	0.95	0.2429	0.7	0.0052	0.7	1	1	1.7243	0.8451	1	0.3	-0.2572	0.1753
1,186	1,193	238,656	238,667	60	10	11	6,863	100	132	1,362	1	0	120	0.2482	0.2208	0.6364	0.0051	0.7	1	1	1.7781	0.8451	1.0414	0.3636	-0.1064	0.1822
626	635	2,071,945	2,071,956	76	14	11	8,063	84	126	1,362	1	0	120	0.9192	0.2323	0.8182	0.0066	0.6429	1	1	1.8808	0.9542	1.0414	0.1818	-0.1712	0.2051
1,503	1,510	893,849	893,861	66	9	12	6,625	87	118	1,632	1	0	100	0.1495	0.2143	0.5833	0.0043	0.7778	1	1	1.8195	0.8451	1.0792	0.4167	-0.2158	0.1892
1,152	1,161	969,900	969,911	70	9	11	7,846	99	127	1,632	1	0	100	0.5772	0.2929	0.8182	0.0055	1	1	1	1.8451	0.9542	1.0414	0.1818	-0.1243	0.2051
1,533	1,542	1,031,539	1,031,599	382	43	60	38,206	77	118	1,632	1	0	100	0.1103	0.2926	0.15	0.0055	0.2093	1	1	2.5821	0.9542	1.7781	0.85	-0.2186	0.8299
788	796	1,060,712	1,060,732	110	13	20	11,126	84	116	1,630	1	0	100	0.9669	0.3125	0.4	0.0049	0.6154	1	1	2.0414	0.9031	1.301	0.6	-0.2098	0.2792
34	40	914,648	914,661	51	8	13	5,369	95	116	1,654	1	0	100	0.0411	0.3462	0.4615	0.0036	0.75	1	1	1.7076	0.7782	1.1139	0.5385	-0.1775	0.1832
1,604	1,612	1,194,800	1,194,814	63	15	14	5,232	73	94	1,656	1	0	100	0.0531	0.4375	0.5714	0.0048	0.5333	1	1	1.7993	0.9031	1.1461	0.4286	-0.3512	0.2195
1,610	1,618	1,944,129	1,944,138	56	12	9	4,674	71	101	1,656	1	0	100	0.0459	0.2222	0.8889	0.0048	0.6667	1	1	1.7482	0.9031	0.9542	0.1111	-0.3479	0.1773
1,617	1,628	2,095,494	2,095,507	89	14	13	7,804	77	100	1,658	1	0	100	0.0362	0.3776	0.8461	0.0066	0.7857	1	1	1.9494	1.0414	1.1139	0.1539	-0.315	0.257
1,589	1,598	2,493,647	2,493,675	190	21	28	18,416	81	116	1,648	1	0	100	0.0607	0.246	0.3214	0.0055	0.4286	1	1	2.2787	0.9542	1.4472	0.6786	-0.2428	0.417
482	490	11,430,396	11,430,416	81	15	20	8,709	99	119	1,656	1	0	100	0.5821	0.4938	0.4	0.0048	0.5333	1	1	1.9085	0.9031	1.301	0.6	-0.16	0.2792
1,067	1,073	237,702	237,720	63	17	18	4,616	58	93	1,694	1	0	211	0.7332	0.4167	0.3333	0.0035	0.3529	1	1	1.7993	0.7782	1.2553	0.6667	-0.4276	0.215
623	631	309,514	309,526	60	9	12	4,585	62	92	1,694	1	0	211	0.7355	0.375	0.6667	0.0047	0.8889	1	1	1.7781	0.9031	1.0792	0.3333	-0.403	0.2018
446	453	200,561	200,567	30	8	6	3,022	80	116	1,692	1	0	143	0.5272	0.2857	0.8571	0.0041	0.875	1	0	1.4771	0.8451	0.7782	-0.1429	-0.213	0.1499
375	384	519,677	519,708	209	24	31	24,034	90	143	1,692	1	0	143	0.4433	0.2509	0.2903	0.0053	0.375	1	1	2.3201	0.9542	1.4914	0.7097	-0.1016	0.4613
125	134	1,334,420	1,334,443	156	20	23	18,654	101	141	1,352	1	0	80	0.1849	0.2464	0.3913	0.0067	0.45	1	1	2.1931	0.9542	1.3617	0.6087	-0.0658	0.3464
124	140	2,377,039	2,377,320	2,643	165	285	300,024	64	140	1,400	0	1	40	0.1771	0.4121	0.0569	0.0114	0.097	0.986	1	3.4221	1.2041	2.4487	0.9431	-0.1132	1
1,321	1,339	513,812	514,011	2,145	134	201	228,995	16	133	1,380	0	1	40	0.0594	0.4012	0.0904	0.013	0.1343	0.9901	1	3.3314	1.2553	2.2989	0.9096	-0.166	1
817	843	66,196	66,362	1,421	142	185	141,034	47	126	1,666	0	1	40	0.9808	0.6708	0.1566	0.0156	0.1831	0.8973	1	3.1526	1.415	2.2201	0.8434	-0.2246	1
808	816	161,967	161,984	103	13	17	11,430	97	126	1,666	0	1	40	0.97	0.2427	0.4706	0.0048	0.6154	1	1	2.0128	0.9031	1.2305	0.5294	-0.133	0.2482
1,327	1,335	126,951	126,958	40	11	7	4,014	89	111	1,364	0	1	60	0.0425	0.2857	0.875	0.0059	0.7273	1	0	1.6021	0.9031	0.8451	-0.125	-0.216	0.1622
64	95	417,618	418,215	10,914	481	604	1,096,282	21	141	1,362	0	1	60	0.094	0.4103	0.0519	0.0228	0.0645	0.9884	1	4.038	1.4914	2.776	0.9481	-0.2153	1
57	69	33,796	33,812	135	18	16	10,915	55	97	1,360	0	1	200	0.0838	0.2969	0.75	0.0088	0.6667	1	1	2.1303	1.0792	1.2041	0.25	-0.3683	0.3241
921	930	638,468	638,484	114	14	17	13,173	94	140	1,392	0	1	220	0.6638	0.2083	0.5625	0.0065	0.6429	0.9412	1	2.0569	0.9542	1.2041	0.4375	-0.0972	0.2583
830	837	837,868	837,888	82	13	20	9,671	106	128	1,392	0	1	220	0.7974	0.4143	0.35	0.005	0.5385	1	1	1.9138	0.8451	1.301	0.65	-0.0786	0.2532
1,201	1,213	3,496,093	3,496,125	275	19	32	28,986	78	127	1,362	0	1	40	0.2188	0.2839	0.375	0.0088	0.6316	1	1	2.4393	1.0792	1.5051	0.625	-0.1765	0.633
1,227	1,238	3,980,733	3,980,769	289	25	36	32,134	92	132	1,364	0	1	40	0.1848	0.2702	0.3056	0.0081	0.44	1	1	2.4609	1.0414	1.5563	0.6944	-0.1313	0.6514
959	974	4,178,002	4,178,041	313	36	39	35,005	68	135	1,364	0	1	40	0.5719	0.465	0.3846	0.011	0.4167	1	1	2.4955	1.1761	1.5911	0.6154	-0.1263	0.8682
320	333	4,383,724	4,383,776	437	36	52	44,883	63	132	1,364	0	1	40	0.4692	0.3535	0.25	0.0095	0.3611	1	1	2.6405	1.1139	1.716	0.75	-0.1976	0.9236
34	51	132,507	132,576	759	45	69	67,978	44	124	1,362	0	1	40	0.0499	0.3529	0.2464	0.0125	0.3778	1	1	2.8802	1.2305	1.8389	0.7536	-0.3003	0.997
159	172	273,320	273,387	677	44	67	67,597	72	124	1,360	0	1	40	0.2338	0.2227	0.194	0.0096	0.2955	1	1	2.8306	1.1139	1.8261	0.806	-0.2199	0.9779
1,265	1,278	31,580	31,602	211	18	22	17,820	49	109	1,364	0	1	100	0.1261	0.2622	0.5909	0.0095	0.7222	1	1	2.3243	1.1139	1.3424	0.4091	-0.3402	0.4729
1,343	1,352	106,512	106,519	52	9	7	5,049	87	109	1,366	0	1	100	0.0205	0.1746	0.7778	0.0066	1	1	0	1.716	0.9542	0.8451	-0.2222	-0.2414	0.1687
557	570	2,425,687	2,425,716	261	28	29	28,261	91	126	1,358	0	1	40	0.8203	0.3077	0.4483	0.0096	0.4643	1	1	2.4166	1.1139	1.4624	0.5517	-0.1541	0.6221
1,058	1,066	367,429	367,455	135	18	26	15,385	103	126	1,690	0	1	70	0.7385	0.351	0.3077	0.0047	0.4444	1	1	2.1303	0.9031	1.415	0.6923	-0.1097	0.3479
780	787	1,044,544	1,044,587	181	29	43	20,264	99	125	1,690	0	1	70	0.9231	0.3987	0.1628	0.0041	0.2414	1	1	2.2577	0.8451	1.6335	0.8372	-0.1253	0.4979
971	979	1,246,698	1,246,717	109	15	19	12,212	100	127	1,694	0	1	70	0.8442	0.2829	0.4211	0.0047	0.5333	1	1	2.0374	0.9031	1.2787	0.5789	-0.1247	0.2686
374	382	2,670,756	2,670,772	102	11	16	11,385	95	127	1,692	0	1	70	0.4421	0.2031	0.5	0.0047	0.7273	1	1	2.0086	0.9031	1.2041	0.5	-0.128	0.2384