Split (3)

train · 1.24k rows

row_idx int64	f_0_aline_flg int64	f_1_age float64	f_2_gender_num float64	f_3_weight_first float64	f_4_bmi float64	f_5_sapsi_first float64	f_6_sofa_first float64	f_7_service_unit string	f_8_day_icu_intime string	f_9_chf_flg int64	f_10_afib_flg int64	f_11_renal_flg int64	f_12_liver_flg int64	f_13_copd_flg int64	f_14_cad_flg int64	f_15_stroke_flg int64	f_16_mal_flg int64	f_17_resp_flg int64	f_18_map_1st float64	f_19_hr_1st int64	f_20_temp_1st float64	f_21_spo2_1st int64	f_22_wbc_first float64	f_23_hgb_first float64	f_24_platelet_first float64	f_25_sodium_first float64	f_26_potassium_first float64	f_27_tco2_first float64	f_28_chloride_first float64	f_29_bun_first float64	f_30_creatinine_first float64	f_31_po2_first float64	f_32_pco2_first float64	f_33_iv_day_1 float64	target int64
1,621	1	71.9394	1	90	null	18	6	SICU	Wednesday	1	1	1	0	0	0	1	0	0	85	33	96.5	100	11	14.1	265	139	3.9	26	99	25	1.4	215	31	1,108.25	0
808	1	79.40545	0	42	19.989842	16	5	SICU	Wednesday	0	0	0	0	0	0	1	0	1	109.333	74	98.300003	100	9.9	13.3	145	142	3.6	26	100	27	0.6	47	35	347.515015	1
810	1	24.06791	0	71.3	25.67824	13	3	MICU	Monday	0	0	0	0	0	0	0	0	1	102	99	98.400002	100	10.2	10.9	193	139	4.4	19	111	6	0.5	594	48	3,516.92749	0
1,451	1	56.91283	1	null	null	21	13	MICU	Monday	0	0	0	0	0	1	0	1	1	81	121	101	98	12.2	11	441	134	4.5	28	95	15	0.8	63	46	723.192993	0
1,685	1	33.64562	0	70	null	13	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	98	79	97.800003	100	12.4	13.1	360	142	3.7	27	103	10	0.9	541	30	1,945.633301	0
1,243	0	31.82713	0	68.2	25.725565	14	3	MICU	Thursday	0	0	0	0	0	0	0	0	1	86.666702	88	97.699997	100	8.2	13.4	184	141	3.3	24	105	6	0.6	545	46	687.5	0
649	1	65.67639	0	50	18.94512	20	7	SICU	Friday	0	0	0	0	0	0	0	1	0	104	107	97.900002	93	12.9	10	179	138	3.8	20	111	8	0.5	296	37	585	0
96	1	50.24183	0	131	60.179583	15	6	MICU	Friday	0	0	0	0	0	0	0	0	0	133.332993	100	98.5	96	12.4	11.5	246	142	4	26	104	11	1.1	443	52	2,618.75	0
287	1	38.73716	1	88	31.376429	13	6	SICU	Friday	0	0	0	0	0	0	0	0	0	102.333	130	100.099999	100	11.8	14.8	110	143	3.8	23	105	10	0.5	411	40	3,385.240234	0
186	1	35.01841	1	91	29.626188	14	6	SICU	Friday	0	0	0	0	0	0	0	0	0	95	88	98.900002	100	12.5	12.7	193	145	4.3	29	106	12	1.1	38	55	5,106.212891	0
1,583	1	43.98844	1	131.3	null	14	9	SICU	Friday	0	0	0	0	0	0	0	0	0	64	95	101.5	98	10.5	13	249	138	4.3	26	103	27	1.8	311	52	457.100006	0
1,750	0	45.30904	0	64	null	10	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	96	106	96.5	100	6.9	13.3	428	141	4.2	25	102	10	0.9	null	null	null	0
455	1	53.30852	0	110	42.697857	13	8	MICU	Tuesday	0	0	0	0	0	0	0	1	1	88	84	100.400002	94	19	12.3	273	137	3.9	22	105	14	1.1	108	44	120	0
36	0	36.5301	1	66.3	19.742397	11	3	MICU	Wednesday	0	0	0	0	0	0	0	0	0	75	77	98.800003	97	4.5	14.7	159	139	4	23	105	15	1.1	null	null	3,350.68335	0
1,117	1	44.31927	1	109	34.086699	8	8	MICU	Tuesday	0	0	0	0	0	0	0	0	1	91	80	96.400002	97	8.2	14	273	140	4	28	103	18	0.9	98	51	0	0
1,378	0	22.39046	0	null	null	4	4	MICU	Friday	0	0	0	0	0	0	0	0	0	76	86	97.900002	100	9.8	12.8	302	145	3.2	19	104	15	0.8	224	37	3,540	0
1,106	1	91.4	0	61.2	28.801434	20	6	MICU	Tuesday	1	1	1	0	0	0	1	0	1	73.666702	129	101.199997	99	8.5	13.4	239	140	4	25	104	22	1.3	82	32	2,332	0
1,434	1	21.88564	1	85	null	5	7	SICU	Sunday	0	0	0	0	0	0	0	0	1	97	89	98	100	20.3	13.9	153	141	3.9	22	106	14	1	40	64	1,171.474976	0
723	1	36.35461	1	122	43.215523	14	9	SICU	Saturday	0	0	0	0	0	0	0	1	0	63	105	100	95	16.3	14.1	159	138	3.8	25	105	12	0.8	103	36	6,243.459961	0
397	0	68.46203	1	77.2	26.906478	13	5	SICU	Sunday	0	0	1	0	0	1	0	0	0	137.667007	89	98	100	8	14.5	263	138	5	15	100	21	1.7	527	39	null	0
121	1	22.14581	0	70	24.170242	18	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	91	87	97.400002	100	13.5	12.5	274	142	3.6	18	116	8	0.7	388	34	5,162.533203	0
1,662	0	39.28095	1	81	null	11	5	SICU	Monday	0	0	0	0	0	0	0	0	0	82	69	97.900002	99	9.9	14.4	263	139	3.9	25	101	19	1.1	null	null	1,562	0
747	1	90.82507	0	68.8	27.741991	17	7	MICU	Sunday	1	1	1	0	1	0	0	0	0	67	93	96	100	17.3	13	298	126	6.3	30	86	40	1.7	556	38	2,238.140137	0
1,678	0	70.97525	1	71.5	null	11	5	SICU	Thursday	0	0	0	0	1	0	0	0	0	73	90	100.099999	99	15.9	12.2	165	135	4.8	20	103	16	1.1	170	29	150	0
554	0	64.38957	0	81.1	32.701678	13	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	75.333298	85	99.400002	100	14.8	14.1	251	140	5.2	26	106	20	0.9	null	null	1,705.465088	0
231	0	23.32289	1	79	29.69206	12	7	SICU	Wednesday	0	0	0	0	0	0	0	0	0	53	84	94.400002	100	13.5	15.3	275	153	3.8	26	110	13	0.9	106	56	null	0
1,308	1	35.41953	1	77	23.022243	14	9	SICU	Monday	0	0	0	0	0	0	0	0	0	76	78	99.300003	100	17.6	14.4	349	135	4	22	101	15	0.9	85	42	2,683.889893	0
1,639	0	64.95282	0	70.4	null	19	11	MICU	Tuesday	0	0	0	0	0	0	0	1	1	93	77	96.900002	100	10.3	10.9	159	132	6.1	14	99	118	6.6	95	84	355.216003	0
1,432	0	31.48531	0	55	null	17	5	MICU	Thursday	0	0	0	0	0	0	0	0	0	81	79	93	100	4.7	11.3	336	142	4.4	26	106	14	0.7	502	46	3,950	0
144	1	57.04193	1	65.5	18.54003	null	10	MICU	Sunday	0	0	0	0	0	0	0	0	0	85.333298	58	96	95	11.5	10.9	134	128	5	20	94	91	4.8	64	37	176.850006	0
661	0	19.19115	1	73.7	25.40058	10	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	66.333298	92	97.800003	100	10.8	14.9	259	141	3.6	25	102	21	1	null	null	3,536.82959	0
1,112	1	70.82708	0	60	28.25985	16	5	SICU	Friday	0	0	0	0	0	1	1	0	0	115.333	88	100	100	14.4	15.2	339	143	3.9	24	102	14	0.8	251	20	700.966675	1
1,320	1	78.16123	0	55	24.490138	16	6	MICU	Tuesday	1	0	0	0	0	0	0	0	0	71	96	97.599998	97	11.4	10.3	418	141	4.5	32	103	42	0.9	58	45	1,000	0
777	1	77.83247	1	72	21.448406	15	6	MICU	Sunday	1	1	0	0	0	1	0	1	1	89	74	96.900002	99	11.5	13.1	436	130	4.7	27	92	16	0.7	400	36	1,060.47998	1
464	1	83.74124	1	88	27.051705	18	7	SICU	Monday	1	1	0	0	0	0	0	0	1	84	60	93.300003	98	11.4	13.4	351	138	4.4	21	104	19	0.8	50	45	642	1
57	0	83.89432	0	46.1	22.834295	16	4	MICU	Monday	0	0	0	0	0	0	1	0	1	105	56	97	100	11	14.1	183	142	3	21	106	15	0.6	237	30	550	1
991	1	81.23899	1	79.3	25.446974	15	7	MICU	Sunday	0	1	0	0	0	0	0	0	0	82.666702	69	97.900002	100	9.7	13.1	146	138	4.3	25	101	32	1.5	191	36	100	0
737	0	32.02384	1	60	19.53375	11	3	FICU	Thursday	0	0	0	0	0	0	0	0	0	114	84	98.199997	100	16.8	14.5	299	145	3.8	25	108	8	0.7	472	26	0	0
1,457	1	77.89852	0	63.5	null	21	6	SICU	Monday	0	0	0	0	0	0	0	0	0	87	73	95.400002	100	8.7	10.1	250	135	4.2	19	107	17	0.6	294	29	5,430.600098	0
1,654	0	39.66667	1	79.5	null	12	4	MICU	Sunday	0	0	0	0	0	0	0	0	0	91	89	95.800003	95	9	14	190	141	4	23	105	10	1.1	609	44	181.070007	0
514	0	22.95654	0	80.5	41.70071	12	null	MICU	Sunday	0	0	0	0	0	0	0	0	1	83	108	100.599999	100	16.2	14.7	210	148	3.6	22	111	7	0.7	393	33	800	0
345	0	87.16352	0	56.9	19.667079	18	4	SICU	Thursday	0	0	0	0	0	1	0	0	0	60.666698	46	95.300003	100	8.5	11.4	224	141	4	21	107	60	1.5	353	34	125	0
648	1	71.86482	0	102.6	34.39237	21	7	MICU	Saturday	0	0	0	0	0	0	0	0	1	133	72	95	95	8.8	10.8	254	141	5.4	23	109	37	1.5	569	52	378.5	0
88	1	43.29473	1	70	27.360605	20	6	SICU	Thursday	0	0	0	0	0	0	0	0	0	107	88	94	100	13.6	11.6	254	142	3	20	108	18	1	148	53	739	0
938	1	46.80894	1	67.2	20.662608	6	1	SICU	Wednesday	0	0	0	0	0	0	0	0	0	81	81	99.400002	96	9	14.4	278	148	4.8	29	110	10	1	48	52	1,405.200073	0
387	1	72.33615	0	91	34.436104	16	6	SICU	Wednesday	0	0	0	0	0	0	1	0	1	75	51	96.199997	100	9	10.6	193	141	3.9	19	110	18	0.6	271	38	1,275	0
1,192	0	38.46709	1	null	null	null	6	MICU	Thursday	0	0	0	0	0	0	0	0	1	91.666702	85	98.800003	99	11.4	15.6	155	137	4.3	24	101	8	1.1	242	40	250	0
1,246	0	53.1822	0	114.5	37.395944	13	7	MICU	Monday	0	0	0	1	0	0	0	0	0	85	115	98.900002	99	7.2	12.5	92	137	5	23	103	28	0.7	null	null	1,607.06665	0
714	1	87.39459	0	59.3	22.44023	18	8	MICU	Friday	0	0	0	0	0	0	0	1	1	73.333298	93	101.199997	99	13.7	7.7	240	138	3.9	20	107	27	0.8	89	40	610	1
629	0	44.20924	1	59.5	23.236378	19	5	MICU	Sunday	0	0	0	0	0	0	0	0	0	74.666702	60	97.599998	100	8.5	11.3	183	135	3.7	21	104	19	0.6	486	40	2,680.01416	0
212	1	79.34813	1	75	26.687381	21	7	FICU	Thursday	0	0	0	0	0	0	0	0	0	76	63	100.5	97	12.2	9.1	199	140	4.7	24	103	25	1	136	42	1,336.5	0
1,463	1	42.23719	1	90	null	7	6	SICU	Monday	0	0	0	0	0	0	0	0	0	67	94	98.599998	100	11.6	13.7	273	150	3.9	25	107	11	1.1	179	39	4,127.400391	0
891	0	49.67054	1	null	null	11	6	MICU	Monday	0	0	0	0	0	0	0	0	1	92.666702	74	96	100	6.2	11.4	232	136	4	28	100	32	2.1	471	47	220	0
1,197	1	74.42277	0	54.9	21.439952	23	12	SICU	Sunday	0	0	0	1	0	0	0	0	1	69	73	96.699997	95	6	10.3	184	131	5.4	25	100	19	0.7	390	37	772.884155	1
396	1	99.11095	0	41.7	16.81455	16	5	MICU	Friday	1	0	0	0	0	0	0	0	1	76	70	95.400002	100	4.7	11.2	232	147	4.4	21	115	18	0.8	129	60	460	0
104	1	74.59938	0	75	30.241996	20	8	MICU	Wednesday	0	0	0	0	1	0	0	0	1	101	84	100.400002	99	14.1	10.3	120	144	3.8	20	109	36	1.9	158	24	3,753	1
1,646	1	57.29513	0	75.5	null	12	5	SICU	Tuesday	0	0	0	0	0	0	1	0	0	68	65	96.599998	100	9.4	14.9	394	141	3.7	24	104	19	0.9	206	45	2,739.840088	0
1,711	1	36.83107	1	106.9	null	16	6	MICU	Wednesday	0	0	0	0	0	0	0	0	0	127	47	99.5	100	14.7	16.1	304	144	4.4	26	111	10	0.8	71	56	1,876.720459	0
153	0	18.52023	1	105	37.666711	9	2	MICU	Monday	0	0	0	0	0	0	0	0	0	91.666702	106	95.5	100	13.1	16.8	230	141	4.4	23	105	3	0.9	null	null	1,175	0
448	0	59.65831	0	74.1	31.4612	11	6	SICU	Tuesday	0	0	0	0	0	0	0	0	0	84.333298	128	101.5	95	6.9	7.7	121	137	3	32	108	12	0.5	79	43	11.483999	0
31	0	19.09596	0	55	22.402144	10	5	FICU	Monday	0	0	0	0	0	0	0	0	0	108.667	136	98.300003	100	14.3	14.4	279	144	3.6	23	108	12	0.4	null	null	null	0
1,210	1	58.08065	1	80.2	26.883704	13	5	MICU	Monday	0	0	0	0	0	0	1	0	1	90	78	98.900002	100	30	14.5	396	141	3.8	28	114	26	1.2	82	96	3,318.222412	1
332	0	23.25312	0	84.8	25.354989	14	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	100.333	86	97.300003	100	8.3	12.8	251	142	4.4	26	102	11	0.8	72	46	2,586.280273	0
325	1	80.33859	1	null	null	12	6	SICU	Friday	0	0	0	0	0	0	0	0	0	71.666702	105	98.400002	100	7.3	13.4	155	137	5	25	102	19	0.9	162	48	3,800	0
1,058	0	39.36524	0	82	28.74825	10	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	128	97	97.599998	100	9.9	13.9	261	146	3.8	24	110	8	0.8	256	44	249.300003	0
87	1	49.52885	1	75	26.416399	11	8	SICU	Thursday	0	0	0	0	0	0	0	0	0	71	112	96	100	7.1	16.6	290	142	5	24	101	18	1.6	214	34	1,550	0
1,514	0	40.04339	1	null	null	7	8	MICU	Thursday	1	0	0	0	0	0	0	0	1	72	93	100	100	7.2	11.8	103	135	4	27	102	13	1.1	null	null	894.75	0
532	0	78.68802	0	52	18.657148	21	5	MICU	Saturday	0	0	0	0	0	0	0	0	1	103.667	65	92.900002	100	14.1	12.7	188	138	3.4	22	102	21	0.8	228	26	0	1
772	0	65.18862	1	null	null	null	5	SICU	Thursday	0	0	0	0	0	0	1	0	0	101	68	96.300003	100	4.8	11.9	161	135	4.2	21	103	19	0.9	93	39	1,147	1
894	0	66.30244	1	96.6	36.266825	10	5	MICU	Sunday	0	0	0	0	0	0	1	0	1	76.333298	104	99	95	17.7	15.5	350	143	4.5	21	104	17	1.3	280	38	2,500	0
751	0	76.7847	1	82.8	24.615267	21	8	MICU	Saturday	0	0	0	0	0	0	0	0	1	80.666702	107	100.199997	95	26.2	12.6	510	130	5.4	22	95	57	2.6	69	46	2,690	1
750	1	55.85939	1	55.4	18.570539	12	6	SICU	Sunday	0	0	0	0	0	0	0	0	0	96.666702	107	100.199997	100	22.4	14.6	219	142	4.7	20	111	13	0.9	165	42	226	0
796	0	20.395	1	66.4	25.35817	16	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	98	109	98.400002	100	10.6	14.3	395	141	2.7	18	102	10	1.3	247	36	null	0
256	0	21.90574	1	105	30.462559	5	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	96.666702	82	98.099998	100	11	17	305	143	4	24	105	12	1	567	41	null	0
1,404	1	39.76588	1	79	null	20	7	SICU	Sunday	0	0	0	0	0	0	0	0	0	102	119	95.199997	94	7	16.6	219	139	3.8	22	106	19	0.8	70	45	0	0
1,307	1	80.04071	0	65.4	21.922622	16	5	MICU	Friday	0	1	0	0	0	0	0	0	0	145	74	99.599998	100	12.8	13.2	254	141	3.2	23	108	16	0.6	200	39	2,932.071777	0
1,313	0	34.09435	1	99	29.50213	10	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	86.666702	82	97.800003	100	8.3	14.5	192	144	3.7	27	105	13	1.1	318	39	null	0
1,644	1	76.9788	1	53	null	17	6	FICU	Friday	0	0	0	0	0	0	0	0	0	82	98	102.900002	100	14	13.2	297	140	3.7	29	103	21	0.8	348	36	2,841.449951	0
691	1	86.2796	0	50.8	21.382037	19	6	SICU	Friday	1	1	0	0	0	0	0	0	0	82	60	96.099998	100	16.2	9.3	164	137	2.7	23	95	14	1.1	230	35	3,190.867432	1
428	1	54.38373	0	67	24.342577	10	5	MICU	Saturday	0	0	0	0	0	0	0	0	1	90	73	100.800003	97	27.4	4.6	367	134	6.7	14	95	67	1.6	326	37	328	0
1,590	1	56.58746	0	70.8	null	14	6	SICU	Tuesday	0	0	0	0	0	0	0	1	1	80	82	96.900002	100	7.2	9.5	159	137	3.3	25	103	10	0.5	124	36	1,381.839966	0
934	1	68.36991	0	80	31.058754	19	8	SICU	Thursday	0	0	0	0	0	0	1	0	0	75	72	96.599998	100	7.5	10.4	208	137	3.9	27	106	18	1	142	38	730.815002	0
1,405	1	64.75	0	126	null	14	7	SICU	Thursday	0	0	0	1	0	0	0	1	1	113	99	99.400002	99	18.5	13.6	443	136	4.4	26	105	26	1.1	88	52	853.009949	0
1,460	1	91.4	0	62	null	19	6	SICU	Thursday	0	0	0	0	0	0	1	0	0	60	103	95.699997	100	18.1	10.2	258	145	4.1	19	112	66	1.9	128	33	4,220	1
137	0	72.76061	0	71.6	25.477553	10	3	MICU	Wednesday	1	0	0	0	1	0	0	1	1	65	98	99.800003	100	16	9.1	701	129	3.9	30	94	12	0.5	93	35	597.700012	0
236	1	73.40558	1	71.9	24.826292	20	9	MICU	Thursday	0	0	0	0	0	0	0	0	0	14	72	98	100	12.8	11	286	141	5.2	21	104	53	3.3	380	34	null	0
447	1	63.68023	1	90.7	28.690874	20	6	SICU	Saturday	0	0	0	0	0	0	1	0	0	110.667	93	98.199997	100	11.7	13.9	276	132	3.7	24	96	9	0.6	285	39	2,486.009033	0
1,366	1	23.98868	0	74	32.487751	16	7	SICU	Saturday	0	0	0	0	0	0	0	0	0	98	105	95.900002	100	8.4	9.8	236	133	6.2	19	108	22	1.3	433	43	122.199997	0
441	0	21.88738	1	72.2	20.441074	13	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	70.666702	92	96.599998	98	18.4	15.5	216	145	3.3	18	112	12	0.7	196	42	null	0
1,241	1	61.39232	0	77.3	27.505794	19	7	SICU	Friday	0	0	0	0	0	0	1	0	0	99	83	98.300003	97	8.1	15.6	282	141	3	28	100	14	0.6	501	30	3,841.666748	0
427	0	18.54527	0	45.5	14.88247	10	4	MICU	Wednesday	0	0	0	0	0	0	0	0	1	85.333298	54	97.5	100	6	10.7	218	142	3.4	18	111	16	0.6	567	41	0	0
1,543	1	79.24915	0	62	null	18	5	SICU	Wednesday	0	0	0	0	0	0	1	0	0	116	69	96.300003	97	12.2	10.8	323	142	4	23	108	27	1.6	180	26	472.899994	1
1,009	1	85.42584	0	57	21.291223	20	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	80	66	97.199997	70	21.8	10.5	275	140	3.4	25	105	40	1.1	288	33	1,847.115112	0
1,177	0	38.02043	1	100	28.305389	null	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	79.333298	66	97.400002	100	5.6	14.3	246	145	4.5	30	107	11	1.1	189	59	866	0
39	0	74.93538	1	64.6	23.699456	15	6	MICU	Thursday	1	0	1	0	1	0	0	0	1	66	71	98.400002	100	12.1	9.5	217	137	3.9	20	106	30	3.1	308	43	1,506.538574	0
1,427	1	62.35172	1	94.5	null	16	7	SICU	Monday	0	0	0	0	0	0	0	0	0	148	86	96.5	100	18	13.1	270	147	2.4	23	112	8	1.3	254	48	7.0875	0
1,468	1	38.07717	0	67.2	null	10	5	SICU	Tuesday	0	0	0	0	0	0	0	0	0	96	86	100.5	99	15.1	11	471	142	3.5	25	106	18	1	249	32	668.99469	0
1,396	1	21.94455	1	118	null	12	3	SICU	Tuesday	0	0	0	0	0	0	0	0	0	88	95	98.800003	100	13.4	15.4	280	139	4.1	22	103	20	1.1	461	47	1,399.329956	0
34	1	60.37829	0	51	25.207321	18	7	SICU	Saturday	0	0	0	0	0	0	0	0	0	31	93	96.800003	100	20.4	9.4	200	144	3.2	20	120	13	0.7	473	34	213.119995	0
644	1	78.91632	0	47	23.230276	23	7	SICU	Saturday	1	0	0	0	0	0	1	0	0	77.333298	69	98.5	100	16.5	11.6	211	143	4.6	22	104	26	1	239	29	152.809998	1

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