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Manisha12Researcher
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hospital_mortality_data

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train · 1.18k rows

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group int64 1 2	ID int64 100k 200k	outcome float64 0 1 ⌀	age int64 19 99	gendera int64 1 2	BMI float64 13.3 105 ⌀	hypertensive int64 0 1	atrialfibrillation int64 0 1	CHD with no MI int64 0 1	diabetes int64 0 1	deficiencyanemias int64 0 1	depression int64 0 1	Hyperlipemia int64 0 1	Renal failure int64 0 1	COPD int64 0 1	heart rate float64 36 136 ⌀	Systolic blood pressure float64 75 203 ⌀	Diastolic blood pressure float64 24.7 107 ⌀	Respiratory rate float64 11.1 40.9 ⌀	temperature float64 33.3 39.1 ⌀	SP O2 float64 75.9 100 ⌀	Urine output float64 0 8.82k ⌀	hematocrit float64 20.3 55.4	RBC float64 2.03 6.58	MCH float64 18.1 40.3	MCHC float64 27.8 37	MCV float64 62.6 117	RDW float64 12.1 29.1	Leucocyte float64 0.1 64.8	Platelets float64 9.57 1.03k	Neutrophils float64 5 98 ⌀	Basophils float64 0.1 8.8 ⌀	Lymphocyte float64 0.97 83.5 ⌀	PT float64 10.1 71.3 ⌀	INR float64 0.87 8.34 ⌀	NT-proBNP float64 50 119k	Creatine kinase float64 8 43k ⌀	Creatinine float64 0.27 15.5	Urea nitrogen float64 5.36 162	glucose float64 66.7 414 ⌀	Blood potassium float64 3 6.57	Blood sodium float64 115 155	Blood calcium float64 6.7 11 ⌀	Chloride float64 80.3 123	Anion gap float64 6.64 25.5	Magnesium ion float64 1.4 4.07	PH float64 7.09 7.58 ⌀	Bicarbonate float64 12.9 47.7	Lactic acid float64 0.5 8.33 ⌀	PCO2 float64 18.8 98.6 ⌀	EF int64 15 75
1	125,047	0	72	1	37.588179	0	0	0	1	1	0	1	1	0	68.837838	155.866667	68.333333	16.621622	36.714286	98.394737	2,155	26.272727	2.96	28.25	31.52	89.9	16.22	7.65	305.1	74.65	0.4	13.3	10.6	1	1,956	148	1.958333	50	114.636364	4.816667	138.75	7.463636	109.166667	13.166667	2.618182	7.23	21.166667	0.5	40	55
1	139,812	0	75	2	null	0	0	0	0	1	0	0	0	1	101.37037	140	65	20.851852	36.68254	96.923077	1,425	30.78	3.138	31.06	31.66	98.2	14.26	12.74	246.4	null	null	null	null	null	2,384	60.6	1.122222	20.333333	147.5	4.45	138.888889	8.1625	98.444444	11.444444	1.8875	7.225	33.444444	0.5	78	55
1	109,787	0	83	2	26.572634	0	0	0	0	1	0	0	1	0	72.318182	135.333333	61.375	23.64	36.453704	95.291667	2,425	27.7	2.62	34.32	31.3	109.8	23.82	5.48	204.2	68.1	0.55	24.5	11.275	0.95	4,081	16	1.871429	33.857143	149	5.825	140.714286	8.266667	105.857143	10	2.157143	7.268	30.571429	0.5	71.5	35
1	130,587	0	43	2	83.264629	0	0	0	0	0	0	0	0	0	94.5	126.4	73.2	21.857143	36.287037	93.846154	8,760	36.6375	4.2775	26.0625	30.4125	85.625	17.0375	8.225	216.375	81.8	0.15	14.5	27.066667	2.666667	668	85	0.585714	15.285714	128.25	4.386667	138.5	9.476923	92.071429	12.357143	1.942857	7.37	38.571429	0.6	75	55
1	138,290	0	75	2	31.824842	1	0	0	0	1	0	0	1	1	67.92	156.56	58.12	21.36	36.761905	99.28	4,455	29.933333	3.286667	30.666667	33.666667	91	16.266667	8.833333	251	null	null	null	null	null	30,802	111.666667	1.95	43	145.75	4.783333	136.666667	8.733333	104.5	15.166667	1.65	7.25	22	0.6	50	55
1	154,653	0	76	1	24.262293	1	1	0	0	1	0	1	1	1	74.181818	118.1	52.95	20.545455	35.266667	96.818182	1,840	27.333333	3.235	26.566667	31.483333	84.5	16.516667	9.516667	273	85.4	0.3	9.3	18.783333	1.7	34,183	28	1.6125	26.625	98.333333	4.075	136.25	8.466667	96.75	13.125	1.771429	7.31	30.5	0.6	65.5	35
1	194,420	0	72	1	39.667426	1	0	0	0	0	0	1	1	1	69.636364	106.565217	47.826087	19.148148	35.603175	95.636364	2,450	28.9375	3.72	24.3375	31.3125	77.875	17.4	7.975	140.25	80.7	0.2	13.45	14	1.2	29,683	108.25	2.96	109.133333	105.6	4.606667	144.133333	8.775	106.666667	15.2	1.875	7.169231	26.8	0.625	69.769231	55
1	153,461	0	83	2	22.311111	1	1	0	1	1	0	0	0	0	84.666667	141.130435	46.913043	18.4	36.673611	97.875	3,039	28.8	2.867143	33.214286	33.742857	98.571429	13.157143	8.5	222.714286	null	null	null	16.671429	1.571429	1,144	81	0.575	16.714286	147.8	4.2375	140	9.171429	104.25	12.571429	2.1875	7.55	27.571429	0.65	31.333333	75
1	113,076	0	61	2	19.992243	1	1	0	1	0	0	0	1	0	91.916667	98.434783	52.652174	18.583333	37.103175	98.041667	1,625	31.241176	3.4175	29.19375	31.91875	91.5625	15.50625	3.80625	129.882353	67	0.55	25.55	19.275	1.75	21,050	117.166667	2.131579	79.736842	98.428571	4.718182	141.090909	9.44375	103.181818	16.863636	2.035294	7.36	25.772727	0.666667	46	50
1	147,252	0	67	1	45.03203	1	0	0	1	0	0	0	0	0	75.083333	122	56.75	18.125	36.861111	94.458333	6,107	30.3	3.27	29.783333	32.15	93	14.666667	5.533333	235.333333	null	null	null	14.7	1.3	884	65	1.61	35.5	74.166667	3.87	142.3	8.15	97.6	12	2.2	7.36	36.7	0.7	67	55
1	104,216	0	70	2	50.461212	1	0	0	1	0	0	1	0	0	95.62963	149.035714	48.785714	17.481481	37.555556	95.25	1,305	27.481818	3.182222	28.266667	33.033333	85.777778	15.488889	10.222222	185.333333	null	null	null	12.95	1.1	2,429	615.25	1.82	22.9	119.571429	4.409091	140.272727	8.45	108.4	13.6	1.763636	7.248889	22.8	0.7	48.111111	75
1	135,608	0	83	2	25.391896	1	0	0	1	1	0	1	0	0	65.16	103.26087	50.478261	17.4	36.477778	96.08	2,360	33.275	3.5325	31.375	33.3	94.5	12.625	7.9	309.25	69.65	0.4	24.45	13.275	1.125	3,295.5	65.5	0.833333	11.333333	111.666667	4.033333	140.333333	9.1	107.666667	13	2.166667	7.43	23.666667	0.7	40	55
1	178,662	0	77	2	22.698962	1	0	0	0	0	0	0	0	1	78.833333	126.903226	61.612903	15.833333	36.416667	95.75	1,130	32.544444	3.45875	30.4	32.2625	94.375	14.3625	8.725	317.375	87.95	0.75	7.25	12.125	1.025	3,654	null	0.545455	14.2	130	3.88	141.7	8.233333	100.2	10	1.95	7.369231	35	0.7	68.615385	75
1	178,671	0	83	1	33.891057	1	1	0	1	0	0	1	1	0	65.869565	112.142857	44.142857	25.434783	36.157407	94.666667	2,220	31.6125	3.55	29.675	33.3	89	14.3	9.575	589.75	68.7	0.45	15	37.9	4.2	4,745	51	1.98	29.6	119.4	4.34	137.9	8.716667	102.4	13.3	2.35	7.43	26.6	0.7	42	40
1	127,360	0	69	2	20	1	0	0	0	0	0	0	0	0	98.544118	107.36	54.24	34.693431	36.509259	89.110294	2,300	44.16	4.978	26.6	29.98	88.8	15.18	3.64	196.2	76.35	0.55	15.75	13.95	1.2	7,885	84.5	1.342857	19.285714	120.5	3.971429	145.428571	9.22	94.571429	10	2.06	7.29	42.75	0.7	90	35
1	103,753	0	87	2	35.198942	1	0	0	1	0	0	1	1	0	73.48	159.695652	59.086957	20.692308	36.933333	97.44	3,700	28.56	2.912	32.5	33.14	98	15.06	7.38	230.2	83.5	0.2	10.1	13.65	1.15	16,878	78.333333	1.666667	59.833333	182.4	4.685714	139.142857	9.02	106.714286	14.5	2.383333	null	22.666667	0.7	null	55
1	191,838	1	83	2	null	1	0	0	0	1	0	0	1	0	83.692308	157.289474	58.236842	15.652174	36.922222	99.815789	1,495	23.654545	2.648571	29.828571	33.185714	90.142857	15.414286	10.742857	304.428571	91.4	0.1	4.9	12.55	1.075	33,773	50	2.05	54.7	134	4.790909	132.818182	8.888889	94.7	14.5	2.055556	7.368333	28.8	0.7	54.916667	30
1	141,668	0	56	2	27.851618	1	0	0	1	1	1	0	1	0	64.6	113.28	61.56	16.071429	36.694444	99.76	332	25.053846	2.749	29.99	32.94	91.1	16.55	6.33	198.5	75.36	0.4	16.12	13.6	1.166667	33,944	23.5	2.791667	36.583333	143.8	4.6	135.833333	7.7	110.75	14.5	2.245455	7.217692	15.333333	0.74	31.615385	50
1	114,085	0	45	2	91.176653	1	0	0	0	1	0	0	0	0	82	162.24	86.72	28.153846	36.851852	93.807692	5,710	26.216667	3.886667	22.433333	33.3	67.333333	20.233333	15.716667	380.833333	79.666667	null	9.666667	14.7	1.4	826	51	0.736364	11	128.285714	5.3	136.636364	8.814286	92.727273	11.909091	1.944444	7.278	37.363636	0.75	86.8	55
1	185,887	0	89	2	null	0	0	0	0	1	0	0	1	0	70.083333	112.416667	50.916667	25.583333	36.007937	95.541667	2,415	27.66	2.917778	30.444444	32.077778	94.888889	15.522222	6.511111	445.555556	78.05	0.35	14.6	12.84	1.1	1,031	55.5	0.88	9.4	75	4	137.777778	8.566667	98.777778	13.222222	1.977778	7.4	29.777778	0.75	null	75
1	129,574	0	62	1	28.099174	0	0	0	0	0	0	0	0	0	93.173913	105.608696	64	20.043478	36.857143	96.521739	2,475	22.945455	2.637273	31.781818	36.536364	87	17.981818	0.881818	15.153846	52.222222	null	28.222222	16.8625	1.5	2,937	null	0.881818	18.363636	116	3.363636	142.272727	7.97	109.363636	11	1.91	null	25.272727	0.75	null	55
1	182,755	1	78	2	37.851434	1	0	0	1	0	0	0	0	0	76.384615	95.444444	60.259259	21.75	36.12037	94.384615	1,766	34.1625	4.2175	26.0125	32.125	81	19.0625	4.8375	172.25	70.9	0.5	17.9	14.2	1.2	24,440	24	1.3	32.727273	88	3.481818	142.818182	8.32	107.454546	12.545455	2.01	7.333333	26.363636	0.75	52	55
1	104,305	0	86	2	null	1	0	0	1	1	0	0	0	1	72.758621	117.026316	51.578947	18.8	36.069445	98.103448	1,112	29.342857	2.926	33.08	32.78	101	15.9	12.58	285.4	82.65	0.2	13.5	12.4	1.075	5,066	161.5	0.888889	39	209.5	4.088889	148.666667	8.8125	108.666667	11	2.2875	7.334667	33	0.783333	67.733333	50
1	105,739	0	58	1	51.360148	1	0	0	0	0	1	1	1	0	84.958333	116.178571	62.964286	16.115385	36.62037	96.96	1,556	26.95	3.448571	23.6	30.285714	78.142857	15.657143	3.928571	187.571429	47.9	0.4	41.45	13.2	1.12	238	130.666667	2.258333	67.454545	137.666667	5.769231	138.454546	8.866667	101.909091	14.454545	1.988889	7.325	27.545455	0.8	54.125	55
1	151,335	0	64	2	76.530612	0	1	0	0	0	0	0	0	0	98.5	132.909091	63	22.416667	36.611111	96.913043	4,050	26.435714	3.30625	23.6625	30.45	77.75	18.125	3.4	94.5	64.1	0.4	26.55	14.4	1.25	1,590	49.666667	0.9	17.142857	120	4.028571	140.571429	8.15	93.285714	7.571429	2.133333	null	43.857143	0.8	null	55
1	160,674	0	56	1	36.185734	0	0	0	0	1	0	0	0	0	78.12	104.347826	56.521739	15.733333	36.928571	97.92	1,250	25.45	2.665	32.075	33.0875	96.875	17.1625	4.3625	196.625	84	null	9	12.45	1.05	2,021	15	0.522222	18.111111	109.6	4.14	144.2	8.7	100.7	7.777778	2.085714	7.472	39.555556	0.8	58.8	55
1	107,427	0	85	1	29.513889	1	0	0	1	0	0	0	1	0	66.818182	136.636364	51.409091	20.454545	36.675926	94.909091	3,480	39.62	4.396	27.44	30.44	90.2	15.66	8.68	210.6	76.3	0.5	10.9	11.1	1	2,434	28	1.466667	35	135.857143	4.15	139.333333	8.5	103.666667	13.666667	2.1	7.48	26.166667	0.8	null	55
1	171,473	1	89	1	null	1	1	0	0	0	0	0	0	0	90.444444	106.941177	40.764706	24.058824	36.288889	96.117647	1,370	29.392857	3.296	29.56	33.37	88.6	18.39	5.9	330.7	81.866667	0.5	15.2	13.042857	1.142857	2,456	22	1.211111	24.888889	105	4.066667	142.555556	7.4	111.555556	12.333333	1.8625	7.44	22.666667	0.8	35	55
1	122,249	0	66	2	46.507661	1	0	0	0	0	0	0	1	0	103.16	100	60.590909	22.76	36.472222	94.92	860	28.422222	3.12	28.488889	31.344444	90.888889	16.3	3.333333	151	68.025	0.533333	25.9	13.05	1.1	3,366	19	1.223077	58.076923	109	4.676923	145.153846	8.58	99.076923	10.461538	2.6	7.258	40.384615	0.8	98.6	55
1	186,754	0	84	2	null	1	0	0	0	0	0	1	1	0	111.44	116.913044	52.173913	16.4	37.547619	96.913043	2,135	26.06	2.7975	31.25	33.5125	93.25	14.6875	6.8	196.375	82.5	0.2	9.2	13.95	1.3	4,283	null	1.12	26.3	116.333333	3.772727	142.272727	7.6625	111.454546	12.7	1.8125	7.308	21.9	0.8	35.75	55
1	181,582	0	89	2	null	1	1	0	0	0	0	0	0	0	76.730769	115.653846	50.307692	17.828571	36.619047	98.107143	922	31.991667	3.218182	32.472727	32.490909	99.909091	15.345455	8.763636	197.818182	79	null	14	17.545455	1.618182	4,807	40.666667	0.525	18.666667	120.75	4.15	140.75	9.118182	101.583333	9.5	1.975	7.414615	33.916667	0.8	56.769231	55
1	110,298	0	86	2	21.992188	1	1	0	1	0	0	0	0	0	106.481482	126.25	65.458333	25.592593	36.126984	96.115385	882	27.111111	2.99125	28.85	32.1	89.75	18.7	9.575	248.375	84.95	0.4	7.95	25.657143	2.557143	5,209	null	0.95	41.1	137.6	4.42	146.909091	8.89	114.1	12.1	2.08	7.3	25.2	0.8	54.333333	35
1	125,422	0	89	2	25.889698	0	1	0	0	1	0	0	0	0	80.388889	139.052632	68.368421	22.055556	36.311111	91.833333	932	30.166667	2.836667	34.9	32.766667	106	19.1	4.5	289.666667	76.9	1.4	15.5	13.6	1.15	7,024	39	1.04	30.4	120.5	4.78	138.2	8.266667	97.4	12.5	2.2	7.435	33.5	0.8	52.5	55
1	146,489	0	65	2	28.718113	0	0	1	0	1	0	1	0	0	86	101.705882	55.470588	22.631579	35.902778	95.105263	875	27.544444	2.897778	32.388889	34.122222	95	13.955556	7.922222	279	68.25	0.4	16.75	14.35	1.2	7,396	887.166667	0.6	8.142857	111	3.942857	140.714286	8.385714	106.142857	12.571429	2.114286	null	26	0.8	null	55
1	110,692	0	79	2	34.193213	1	0	0	1	0	1	0	0	1	99.333333	131.333333	66.666667	22.695652	36.25	93.608696	3,345	33.7	4.155	24.016667	29.666667	81.166667	16.616667	9.283333	228.666667	84.9	0.1	7.4	12.45	1.05	7,474.5	48.5	1.281818	30.454545	142	4.436364	144.454546	9.588889	101.090909	12	1.988889	7.353333	35.909091	0.8	70.333333	55
1	143,003	0	81	2	null	1	0	0	1	0	0	1	0	0	83.777778	114.222222	34.055556	20.777778	36.708334	96.777778	2,495	28.614286	3.265714	29.2	33.328571	87.714286	15.471429	9.457143	222.142857	null	null	null	12.8	1.075	17,756	96	0.928571	29.285714	157.8	4	139.714286	8.05	99.428571	12.714286	1.671429	7.58	31.857143	0.8	36	55
1	169,810	0	88	2	24.756994	1	0	0	0	0	0	0	1	0	69.193548	130.518519	42.296296	16.580645	36	99.387097	1,630	30.933333	3.405	30	33.25	90.428571	16.364286	8.15	165.071429	79.7	0.5	15.8	15.283333	1.35	29,330	86.166667	2.158333	52	74	4.466667	140.416667	8.345455	107.916667	16.833333	1.93	null	20.166667	0.8	null	55
1	133,885	1	89	2	19.980509	1	1	1	0	1	0	0	0	0	101.035714	117.785714	48.857143	18.285714	35.365079	96.964286	998	33.1	3.463333	30.983333	32.4	95.666667	16.883333	11.45	557.666667	null	null	null	17.5	1.6	11,192	20	0.966667	19.666667	102.8	4.166667	143.166667	8.816667	110.833333	16.333333	1.9	7.302	20	0.825	39.2	55
1	184,760	0	76	1	null	0	1	0	0	0	0	0	0	0	126.28125	101.506494	57.805195	20.888889	36.527778	95.044118	2,055	32.584615	3.68	30.5	33.1375	92.25	14.7125	10.2875	341.375	74	0.633333	16.2	13.9	1.2	32,028	187	0.85	25	144.25	3.907692	140.384615	7.858333	101.846154	10.333333	2.061538	7.349231	33.083333	0.825	44.846154	55
1	131,897	0	72	2	32.056516	0	0	0	1	1	0	0	0	0	61.16	115.473684	42.789474	21.12	36.462963	91.481481	1,050	32.2625	3.56125	31.3375	34.6	90.875	14.2125	8.3375	173.75	86.7	0.2	8.5	12.1	1.05	1,049	1,070.833333	0.79	18.3	137.875	3.73	145	8.82	105.6	9.7	2.4	7.302	33.5	0.833333	69.8	50
1	168,911	1	81	1	null	0	1	0	0	1	0	0	1	0	80.666667	102.5	46.307692	20.71875	36.962963	99.73913	1,005	28.925	3.2425	29.4	32.925	89.25	19.275	12.225	127.5	86.2	0.533333	7.266667	39.225	4.125	22,680	485	4.133333	93.833333	73.857143	5.866667	130.833333	9.35	100.833333	20.2	2.475	7.244	15.8	0.842857	43.5	25
1	167,683	1	89	1	30.715368	1	1	0	0	0	0	0	1	0	107.88	95.4	53.333333	16.433333	36.694444	96.2	910	37.4875	3.87625	31.5	32.575	96.75	14.2	15.1875	214.625	91.033333	0.1	2.6	15.377778	1.344444	1,080	null	1.108333	49.416667	105.5	3.933333	139.833333	9.1	109.833333	10.583333	2.158333	7.375556	23.416667	0.85	40.111111	55
1	198,451	0	69	1	19.777289	0	0	1	1	0	0	0	0	0	68.72	99.125	47.791667	19.2	36.675926	98.76	2,775	27.6375	2.955	30.95	33.125	93.625	15.6625	4.5625	179.5	79.6	0.3	7.9	11.35	1.05	2,547	32	2.3	82.5	151	4.192857	132.714286	8.228571	97.642857	13.142857	2.1	7.46	26.071429	0.85	39	35
1	191,289	1	82	1	null	1	1	0	0	1	0	1	1	0	88	113.423077	49.52	29.172414	35.738095	93.689655	770	31.628571	3.302857	30.442857	31.785714	95.857143	16.171429	20.914286	325.714286	84	null	6.5	17.26	1.56	2,673	null	1.588889	38.222222	179.833333	4.077778	143.666667	7.428571	113.333333	13.111111	1.785714	7.315	21.333333	0.85	48	50
1	160,318	0	61	2	53.633218	1	0	0	1	1	0	0	0	0	72.884615	113.807692	58.461538	19.34375	36.925926	96.75	1,540	33.525	3.84625	25.6	29.425	87	16.825	7.9	138	79	null	14.5	13.2	1.133333	3,753	156.333333	1.018182	39.7	176	4.891667	141.5	9.4875	96.6	9.8	1.91	7.371429	40.2	0.85	74.785714	55
1	146,354	0	64	2	23.212846	1	0	0	0	0	0	0	1	1	85.761905	96.1	58.35	15.4	36.425926	94.333333	1,305	39.19	4.669	28.82	34.34	84	13.66	11.77	242.2	64.225	0.266667	25.55	12.48	1.16	6,411	79.125	1.3	34.466667	149.666667	4.03125	143.5625	9.628571	101.0625	14.066667	2.266667	7.313333	32.466667	0.85	64.833333	15
1	130,036	0	64	2	36.537703	0	0	0	1	0	0	0	0	0	71.52381	109.980392	65.960784	17.297872	37.349207	91.04878	3,075	42.35	4.585	30.5	33.025	92.25	16.8	8.7	237	78.9	0.4	11.75	14	1.225	7,078	18.666667	1.02	14.2	118.75	4.16	135.8	8.9	97.8	9.8	2	7.350833	32.4	0.86	62.5	55
1	164,737	1	79	1	null	0	0	0	0	0	0	0	0	0	84.92	122.621622	75.459459	21.969697	36.444445	88.428571	2,061	33.622222	3.5625	31.9625	33.825	94.625	15.275	11.375	142.875	90	null	4.9	12.325	1.05	326	null	1.677778	55.777778	117	4.96	138.888889	8.077778	107.111111	10.888889	3.022222	7.329333	25.777778	0.9	48.533333	50
1	195,979	0	76	1	34.835188	1	0	0	0	0	0	0	1	0	73.78125	128.485714	74.257143	15	37.435185	98.216216	3,156	37.054545	4.030909	30.009091	32.7	91.909091	16.090909	6.745455	135.454546	80.9	0.35	11.5	12.6	1.1	2,498	33.2	1.752941	29.882353	137.571429	4.005556	143.444444	8.5	102	7.777778	2.547059	7.384	37.666667	0.9	66.466667	55
1	143,538	0	84	1	30.045914	1	0	0	0	1	0	0	0	0	73.074074	110.714286	51.714286	17.757576	37.619048	95.137931	1,215	32.2875	3.475	32.55	35.05	93	13.1375	14.25	308.5	78.333333	1	10	13.883333	1.216667	2,729	111.666667	1.327273	51.818182	104.75	3.875	143.545455	8.51	109.454546	11.818182	2.725	7.408571	26.272727	0.9	41	40
1	137,876	1	80	2	null	1	1	0	0	1	0	0	0	0	88.884615	120.296296	50.518519	27.166667	37.011111	93.32	1,083	31.1	3.447778	30.111111	33.388889	90.333333	14.444444	16.7	338.666667	83.95	0.225	9.525	16.34	1.46	2,784.333333	44.5	0.69	14.4	91	3.545455	136.1	7.47	101.1	12	1.809091	7.4175	26.6	0.9	45.25	50
1	171,138	0	75	1	null	0	1	0	0	0	0	0	0	0	69.24	96.045455	50.181818	21.8	36.87963	94.782609	607	37.1625	3.925	33.3375	35.1875	94.75	13.725	8.2125	209.875	81.65	0.2	12.1	15.5	1.4	2,987	460	1.233333	13.444444	111	3.211111	142.666667	8.433333	103.333333	12.333333	2.277778	7.42	30.111111	0.9	36	50
1	172,547	0	69	1	23.55271	0	0	0	1	1	0	0	0	0	53.684211	107.111111	47.944444	15.842105	35.87037	97.315789	170	29.257143	3.664286	24.171429	30.228571	80	15.428571	3.942857	262	80.3	0.2	12.4	39.65	3.916667	5,152	50	1.357143	17	130.4	4.842857	140.285714	7.6	113.428571	10.285714	2	null	21.571429	0.9	null	55
1	190,105	0	89	1	26.729928	1	1	0	0	0	0	1	1	0	36	135	64.55	14.789474	36.222222	95.952381	1,155	35.733333	4.05	30.775	33.675	91.25	14.325	9.975	193.25	76.8	0.5	15.2	15.25	1.325	7,576	84	1.375	23.5	132.5	4.1	144	8.975	107.25	15	2.46	7.235	25.75	0.9	59.5	75
1	130,579	0	75	2	null	1	0	1	1	1	0	0	0	0	82.259259	111.4	60.16	17.588235	36.746032	95.428571	2,155	26.184615	2.859091	30.781818	33.163636	92.818182	19.281818	5.5	209.545455	null	null	null	11.7	1.066667	12,654	48.5	1.277778	46.666667	126.666667	3.97	142	8.183333	110.6	12.625	2.433333	7.38	22.875	0.9	34	50
1	133,450	0	80	2	35.622019	1	1	0	1	1	0	0	0	0	80	114.513514	49.783784	21.473684	36.428571	98.605263	2,028	31.866667	3.562222	29.811111	33.355556	89.333333	16.5	8.322222	274.333333	75.1	1	18.4	12.6	1.05	22,524	null	2.455556	51.666667	90.4	3.922222	140.666667	8.557143	103.888889	14.777778	3.0125	null	26.111111	0.9	null	55
1	104,319	0	61	2	31.533447	1	0	0	0	0	0	1	1	0	59.76	116.956522	54.086957	20.935484	36.888889	99.4	1,315	25.27	2.905	29.3375	33.225	88.5	15.1125	6.6875	146	null	null	null	13.75	1.175	47,956	54.5	5.190909	90.181818	154.5	3.833333	142.333333	8.942857	98.75	20.555556	2.19	7.39	26.777778	0.9	39	25
1	116,888	0	67	1	18.677551	1	1	1	1	0	0	1	1	0	68.5	105.64	62.08	12.333333	35.801587	94.466667	1,270	39.425	5.26125	23.75	31.7125	74.875	21.1125	22.2875	352.375	90.133333	0.3	4.033333	18.533333	1.716667	55,260	36	1.81	68.3	93	4.541667	137.636364	7.8	98.7	17.5	2.091667	null	26.3	0.9	null	20
1	183,984	0	57	1	27.084829	1	1	1	0	0	0	1	1	0	78.407407	133.961539	76.769231	28.625	36.638888	98.423077	3,670	31	3.90375	27.625	33.9875	81.25	16.15	5.2625	109.625	null	null	null	13	1.1	35,756	193	2.566667	39.111111	237.5	3.269231	137.666667	8.22	108.555556	18.222222	2.342857	7.411765	14.2	0.92	23.764706	35
1	171,616	0	90	1	27.243316	1	0	0	0	0	0	0	0	0	64.466667	101.933333	51.827586	15.789474	37.039682	96.137931	1,043	29.05	2.8225	34.4	33.6875	102.25	13.8875	6.4625	184.875	null	null	null	12.45	1.1	906	69.5	0.68	15.2	82.666667	3.875	137.7	8.2625	99.9	8.9	2.1	7.344167	32.6	0.933333	62.333333	55
1	113,812	0	61	1	33.047627	1	0	0	1	0	0	0	1	0	74.307692	116.916667	70.375	12.5	36.157407	99.32	1,235	23.554545	2.733636	29.345455	34.054545	86.181818	14.481818	10.627273	113.363636	85.8	0.25	8.9	14.783333	1.283333	1,381	null	2.563636	59.181818	186.25	4.1	138.636364	8.618182	103	12.272727	2.336364	7.328	27.545455	0.933333	56.6	55
1	195,178	0	89	2	21.333333	1	0	1	0	1	0	1	0	0	73.444444	129.457143	52.857143	17.166667	35.881944	98.114286	1,630	29.433333	3.155714	31.257143	33.542857	93.142857	12.971429	9.657143	186.857143	null	null	null	13.433333	1.166667	1,499.5	49.666667	1.214286	15.571429	132	4.075	137.125	8.942857	105.25	12.857143	2.0125	7.366667	23.428571	0.933333	36.666667	55
1	110,184	0	80	2	36.899752	1	1	0	0	0	0	0	1	0	61.351351	111.791667	48.583333	22.162162	35.833333	88.722222	2,580	33.22	3.553	29.67	31.71	93.6	15.72	5.23	173.4	74	0.3	17.2	14.1125	1.2125	3,750	48.5	1.916667	53	99	4.341667	144.25	8.618182	100	11.166667	2.754545	7.36	37.333333	0.933333	64	55
1	108,905	0	42	2	null	1	0	0	1	0	0	1	0	0	91	127.454546	80.727273	17.71875	37.12037	97.565217	7,925	47.614286	5.08	28.6	30.514286	93.857143	14.985714	10.857143	214	73	0.35	22.05	11.5	1.066667	181	null	0.677778	10.333333	106.25	4.5	133.666667	8.542857	92.777778	10.5	1.957143	7.306	34.75	0.95	72.6	55
1	130,265	1	83	1	38.48098	1	0	0	1	0	0	0	1	0	68.769231	134.892857	55.071429	16.16129	37.083333	98.071429	2,139	29.475	3.254	31.38	33.95	92.4	15.89	11.38	189.5	74.583333	0.2	14.466667	11.866667	1.016667	1,276	88.166667	1.271429	43.357143	120	3.85	141.928571	8.207692	94.642857	10.785714	2.292857	7.426429	40.571429	0.95	68.2	40
1	193,392	0	63	1	25.082863	1	0	0	0	0	1	1	0	0	80.88	121.625	63.916667	26.444444	36.984127	96.08	3,380	25.242857	2.792857	31.328571	34.7	90.285714	20.442857	4.285714	54.428571	65.028571	0.5	28.585714	13.675	1.175	1,865	29	0.528571	12.714286	125	3.242857	135.857143	8.342857	98.142857	9.285714	1.414286	7.4	31.714286	0.95	46	55
1	144,940	0	74	2	32.861374	1	1	0	1	0	0	1	1	0	70.04	128.958333	57.458333	17.21875	36.849206	98.166667	2,650	32.2625	3.87875	26.3125	31.65	83.125	15.7375	6.025	358	78.85	0.5	13.8	12.4	1.045455	6,033	35.666667	1.085714	25.214286	157.833333	3.753333	145.214286	8.761538	104.857143	12.571429	2.142857	7.43	31.714286	0.95	50.5	75
1	199,270	1	82	1	null	1	1	0	0	0	0	0	0	0	86.6	120.4	62.866667	25.866667	35.87037	96.466667	1,990	36.2	3.661111	31.788889	32.177778	98.888889	16.422222	9.9	454.222222	89.05	0.166667	7.1	29.577778	3.022222	25,750	33.6	0.788889	32.111111	166	4.166667	142.777778	8.275	103.222222	8.555556	1.9625	7.268	35.111111	0.95	93	35
1	128,038	0	56	1	49.549571	1	1	0	0	1	0	0	1	0	114.961539	94.625	62.291667	18.807692	35.814815	93.541667	730	28.48	3.116	28.02	30.69	91.5	17.01	9.66	219.3	79.6	0.45	9.3	19.042857	1.742857	24,976	23	3.542857	90.357143	108	4.885	136.3125	8.775	98.8125	13.8125	2.561538	7.215	28.411765	0.96	88.25	35
1	130,389	1	81	2	null	1	1	0	0	1	1	0	0	0	69.666667	89.217391	32.130435	20.5	37.185185	93.666667	545	27.42	2.78	30.98	31.38	98.8	16.38	16.14	747.2	85.8	0.1	5	14.86	1.28	1,533	41	0.483333	10	110	3.816667	140.666667	7.416667	108.5	11.166667	1.716667	7.405	24.666667	0.975	40.5	55
1	138,440	0	53	1	28.827912	0	0	0	1	0	0	0	0	1	107.848485	106.566667	69	29.470588	37.077778	95.5	2,775	31.245455	3.690909	26.663636	31.481818	84.636364	13.490909	10.336364	304.363636	73.2	0.45	19.55	13.2	1.233333	2,631	185.75	1.335714	31.214286	210.571429	4.58	139.8	8.242857	106.466667	14	2.335714	7.268333	23.642857	0.975	51	35
1	111,892	1	86	1	21.956143	0	1	1	0	1	0	1	0	0	67.418605	127.25	61.275	19.022222	36.691919	98.534884	1,017	27.2	2.918182	29.236364	31.336364	93.363636	17.381818	11.072727	185.909091	95.1	0.1	3	18.745455	1.772727	3,501	null	1.176923	53.538462	105.833333	3.908333	133.333333	8.285714	93.083333	13.545455	2.2	7.483529	30.909091	0.975	42.933333	55
1	103,673	0	82	1	21.114758	1	0	0	0	0	0	1	0	0	60.791667	121.913044	51.608696	19.034483	36.175926	99.36	2,325	32.1125	3.55625	28.0875	31.1125	90.25	14.4375	8.5125	182.75	76.766667	0.7	12.666667	14.166667	1.233333	18,301	195	1.31	38.8	88.5	4.6	144.5	8.79	104.2	11.7	2.14	7.423333	33.2	0.98	47.333333	35
1	163,782	0	89	2	27.775934	0	0	0	0	1	0	0	1	0	75.153846	135.173913	72.73913	18.961538	36.537037	95.192308	1,770	34.3	3.275	34.25	32.666667	104.666667	13.683333	3.416667	236.666667	64	null	24	11.5	1	2,611	null	1.2	18.75	86.5	3.611111	142	8.5	103.444444	11.25	2.1625	7.425	31	1	52	55
1	159,247	0	64	2	null	1	1	0	0	0	0	0	0	0	61.041667	117.608696	61.434783	22.36	37.1	98.5	2,515	35.7	3.771667	31.333333	33.083333	94.5	14.266667	6.45	187.166667	78.425	0.375	12.625	15.375	1.35	3,344	null	0.757143	12.857143	128	3.542857	142.142857	8.933333	103.428571	13.428571	1.883333	7.432	28.857143	1	50.6	55
1	138,581	0	69	2	36.788563	1	0	0	0	0	0	0	0	0	84.6	118.481482	54.814815	17.5625	37.666666	97.888889	4,748	27.071429	2.986667	30.616667	34.166667	89.666667	13.333333	9.771429	305	null	null	null	null	null	3,711	268.2	0.466667	7.5	151	3.7	141.166667	8.216667	99.333333	13.5	2.014286	7.42125	32.5	1	50	55
1	170,139	0	60	2	48.74895	1	1	0	1	0	0	1	0	0	76.703704	121	62.555556	21.235294	37.088889	97.961538	4,790	37.457143	4.608571	26.971429	33.2	81.285714	15.928571	11.114286	269.857143	75.2	0.7	17.1	32.316667	3.3	3,830	116	1.133333	20.888889	299.666667	3.95	137	8.688889	98.4	12	2.07	7.394444	30.333333	1	49.333333	55
1	167,961	0	77	2	36.543921	1	1	0	0	0	0	0	1	0	71.478261	107.7	59.65	17.869565	36.342593	96.913043	1,000	29.65	3.581667	26.816667	32.35	83	15.466667	7.483333	380.166667	74.333333	0.333333	15.933333	24.216667	2.35	4,750	25	1.314286	35.857143	148.5	4.928571	137.714286	9	100	12.285714	2.125	null	30.285714	1	null	35
1	166,015	0	57	1	34.195431	1	0	0	1	1	0	0	0	0	80.380952	99.904762	60.904762	17.62963	37.5	96.380952	2,460	30.557143	3.114286	32.885714	33.528571	98.285714	14.657143	7.271429	222	84.3	0.2	7.2	14.5	1.266667	5,288	5,029.5	2.1	45.875	100.4	4.425	142.25	8.2	111.375	14.428571	2.142857	7.2725	20.714286	1	41.25	55
1	190,222	0	89	2	26.48368	1	1	0	0	0	0	0	1	0	82.583333	131.375	55.125	20.36	36.238096	93.16	2,625	31.055556	3.337778	30.577778	32.855556	93	14.777778	7.611111	166.666667	76.35	0.2	16.4	19	1.833333	5,522	31	1.353846	28.076923	137.4	3.730769	143.538462	8.575	95.384615	10.230769	2.181818	7.336667	41.615385	1	81.333333	55
1	152,928	0	87	1	24.982699	1	0	0	1	0	0	1	1	0	82.277778	111.785714	54.071429	17.111111	36.541667	98.277778	280	28.533333	2.784444	33.177778	32.355556	102.444444	15.022222	2.211111	137.888889	68.3	1.15	25.1	12.8	1.1	5,659	null	1.511111	33.888889	91.75	4.677778	140.888889	8.4875	106.666667	12.666667	1.9375	7.36	26.444444	1	48	40
1	148,326	0	80	2	23.030788	1	0	0	0	0	0	1	1	0	63.346154	130.2	57.65	20.384615	36.233333	95.666667	2,495	30.285714	3.302857	28.028571	30.571429	91.714286	13.714286	5.9	222	67.1	0.65	21.55	12.666667	1.033333	8,266	33	1.253846	19.615385	141.25	4.14	146.076923	8.685714	96.9	10.8	1.744444	7.365	43.833333	1	84.25	55
1	193,330	0	81	1	34.163334	1	1	0	0	0	1	0	0	0	70.592593	128.814815	66.555556	19.28125	37.263889	95.862069	1,465	45.583333	4.996667	29.066667	31.866667	91.166667	15.033333	7.116667	148.5	76.1	0.6	15.2	12.28	1	17,917	65.4	4.290909	63.272727	82.2	4.391667	141	8.866667	106	17	2.009091	7.33	22.363636	1	39.75	55
1	156,730	0	83	2	21.827509	1	1	0	0	1	0	0	1	0	83.238095	98.619048	44.52381	24.714286	37.361111	95.095238	890	27.233333	3.375714	26.271429	32.242857	81.428571	15.571429	8.028571	230.285714	79.35	0.2	12.35	24.957143	2.442857	20,231	43	1.542857	27.857143	89	3.75	139.857143	9.08	107.428571	13	2.08	null	23.142857	1	null	55
1	176,608	0	78	2	null	1	0	0	1	0	0	0	0	0	72.541667	113.333333	40.083333	13.967742	36.509259	99.208333	3,200	31.433333	3.555714	28.528571	31.971429	89.428571	16.4	8.271429	252.857143	null	null	null	14.6625	1.275	28,732	107.6	0.844444	30.444444	111.75	3.78	142.1	8.388889	99.6	14.444444	1.99	7.51	31.777778	1	45	30
1	190,532	0	78	2	19.934762	1	1	0	1	0	0	0	1	0	71.508772	114.833333	49.395833	23.403509	35.791667	94.054545	1,220	34.6	3.7775	31.25	34.125	91.75	15.5	6.55	216	null	null	null	33.533333	3.583333	30,196	201	2.24	52.4	200	4.62	134.4	8.54	100.4	18	2.98	7.29	21	1	49.5	55
1	193,313	1	74	2	34.057685	1	0	0	1	1	0	1	0	0	81.230769	146.6	66.96	22.354839	36.753968	97.555556	4,300	26.15	3.043636	28.454545	32.609091	87.363636	15.436364	14.254545	119.545455	88.16	0.15	7.2	13.142857	1.114286	32,184	21	2.161905	95.263158	286.5	3.629167	141.625	8.294118	103	16.35	2	7.445	25.65	1	42.375	55
1	143,280	0	55	2	null	0	0	0	1	1	0	0	0	0	96.24	125.125	67.291667	17.78125	36.962963	98.153846	1,735	25.109091	2.636	30.44	32	95.2	17.22	11.78	251.7	87.8	0.1	6.05	23.333333	2.266667	35,662	75.5	1.108333	44.583333	187	5.114286	142.636364	6.972727	108.818182	11.272727	2.127273	7.476	28.090909	1	42.8	30
1	195,405	0	71	1	32.430834	0	0	1	0	0	0	0	0	0	75.9375	107.9	52.28	17.923077	37.507408	95.470588	1,870	32.116667	3.307778	33.022222	33.9	97.555556	13.655556	6.022222	151.888889	87.3	0.3	7.1	13.533333	1.166667	8,922	54.8	1.19	28.111111	117.307692	4.354545	137.7	8.642857	96.5	11.125	2.507143	7.39	34.75	1.016667	62.434783	40
1	107,920	0	64	1	34.814815	1	1	0	1	0	0	1	1	0	50.25	118.434783	52.304348	14.375	35.670833	97.478261	1,041	30.616667	3.595	27	31.716667	85.5	16.35	7.666667	128	67	0.55	23.35	50.016667	5.416667	15,019	174	4.957143	94.571429	142.833333	5.057143	138.428571	8.157143	110.857143	16.857143	1.814286	7.221667	15.571429	1.02	33.666667	55
1	190,054	0	61	2	35.483942	0	0	0	0	0	0	0	0	1	76.703704	114.527778	60.555556	12.69697	36.855556	92.607143	2,240	36.044444	4.42625	26.7875	32.525	82.375	15.5125	7.3	360.25	86.175	0.133333	4.75	12.585714	1.028571	1,160	126.666667	0.528571	11.071429	134.111111	4.211765	127.533333	8.108333	88.8	11.2	1.914286	7.30625	31.8	1.025	63.25	55
1	189,505	0	84	1	22.05219	1	0	0	0	0	0	1	0	0	109.115385	111.36	62.08	23.064516	36.685185	98.153846	3,665	27.488889	3.11125	29.6375	33.55	88.25	17.8375	12.4125	255.875	83.84	0.54	7.26	13.7	1.2	1,669	147.25	1	14.1	112.333333	3.88	138.2	8.675	102.1	12.4	2.0375	7.39	27.6	1.025	43.2	55
1	144,913	0	65	2	53.621933	0	1	0	0	0	0	0	0	0	93.56	104.172414	61.172414	17.8125	36.984127	94.76	1,728	30.82	3.427778	28.733333	32.1	89.666667	17.5	3.122222	144.555556	71.955556	0.2875	20.722222	13.35	1.125	2,954	29.666667	1.173333	47.666667	176	3.853333	142.4	8.366667	92.733333	9.888889	2.228571	7.298333	38.777778	1.025	82.25	55
1	183,091	0	69	1	null	1	0	0	0	0	0	0	0	1	86.8	147.5	63.6875	20.722222	37.152778	94.368421	2,080	45.12	4.994	29.04	32.12	90.4	14.34	12.08	245.8	82.3	0.2	10.8	13.3	1.2	209	43	0.64	17.4	100.8	4.18	145.2	8.44	99.4	9.2	2.22	7.345	40.8	1.033333	78.125	55
1	182,008	1	53	1	25.151806	1	0	0	1	0	0	0	1	0	103.84	122.08	51.64	23	37.111111	95	3,365	29.777778	3.353333	28.155556	31.666667	89	13.966667	9.077778	315.555556	92	0.25	2.7	16.42	1.46	2,190.5	27	1.009091	40.818182	109.909091	4.109091	143.090909	8.108333	100.818182	11.909091	2.172727	7.393333	34.545455	1.033333	64.5	55
1	152,651	0	94	1	26.2248	1	1	0	1	1	0	1	1	0	81.388889	106.571429	53.771429	18.897436	36.909091	98	2,350	28.811111	3.2425	29.15	32.925	88.75	15.7375	7.7	89.375	81.616667	0.1	10.483333	13.2	1.2	2,261	154.5	1.89	61.8	136.4	4.036364	138.727273	8.88	102.909091	15.6	2.06	7.3775	24.2	1.033333	39	55
1	128,156	0	70	1	25.662222	0	0	0	0	0	0	0	0	0	108.692308	102.310345	56.482759	24.321429	35.842593	95.038462	2,425	29.642857	3.734286	26.4	33.285714	79.285714	16.092857	6.928571	307.5	82.7	0.166667	13.45	13.881818	1.2	1,627	18	0.558824	13.764706	94.166667	4.470588	131.058824	8.11875	99.705882	12.470588	1.8375	7.347368	23.411765	1.0375	37.473684	55
1	108,287	0	63	2	37.26147	1	0	0	1	0	0	1	0	1	92.625	121.904762	57.142857	20.516129	36.759259	92.333333	537	46.4	4.806667	30.933333	32.1	96.666667	13.6	11.333333	219.333333	95.1	0.4	1.7	11.633333	1	358	null	0.975	43	177.2	4.45	139.5	8.675	95.75	11.5	2.1	7.2775	36.5	1.05	85.25	55
1	135,809	0	68	1	34.527089	1	0	0	1	0	0	0	0	0	90.037037	131.478261	83.608696	26.666667	36.490741	89.62963	3,130	48.9	5.24	31.471429	33.728571	93.142857	13.271429	6.6	240.428571	93.5	0.3	4.45	11.8	1	459	64	1.21	36	299.888889	4.37	141	9.225	93	11.2	2.055556	7.314	41.1	1.05	77.8	55
1	121,435	0	88	1	14.858018	1	0	0	1	0	0	1	0	0	90.655172	138.6	52.833333	18.969697	37.211111	95.793103	1,365	30.3875	3.34125	30.325	33.35	91	12.4875	8.75	222.125	null	null	null	13.2	1.15	1,145	65	1.175	27.25	193.8	4.355556	139.222222	8.6	103.888889	13.5	2.2375	7.43	26	1.05	36	55

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