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
598	1	63.58862	0	62.6	19.153568	11	3	SICU	Tuesday	0	0	0	0	0	0	0	0	0	89	73	98.599998	97	10.1	11.7	270	139	4.3	29	102	22	0.6	212	45	1,902.639771	0
932	0	22.4006	1	76.2	20.723353	11	6	SICU	Thursday	0	0	0	0	0	0	0	0	0	104.667	113	96.300003	100	6.6	12.9	186	150	3.7	23	109	9	0.7	null	null	null	0
167	1	66.39754	1	70	19.660567	16	4	SICU	Friday	0	0	0	0	0	0	0	0	0	91.333298	77	100.400002	100	11.2	13	173	140	3.2	20	111	7	0.7	228	30	216.800003	0
799	0	41.27389	0	55.6	19.190081	11	4	MICU	Wednesday	0	0	0	0	0	0	0	0	0	97.666702	102	97.599998	100	8.8	11.7	240	141	3.7	31	100	4	0.8	219	34	93.75	0
1,559	1	48.40818	1	86.4	null	15	5	SICU	Tuesday	0	0	0	0	0	0	0	0	0	105	63	97.800003	100	7.6	15.6	408	141	4.8	26	102	13	1.2	431	41	2,168.783936	0
916	0	48.63944	1	82.5	36.619746	9	2	MICU	Tuesday	0	0	0	0	1	0	0	0	0	113	104	98.699997	94	7.2	17.6	247	126	4.6	24	98	6	0.8	null	null	0	1
1,160	0	24.22368	1	130	37.398158	14	3	SICU	Wednesday	0	0	0	0	0	0	0	0	0	108.667	126	101.400002	99	22	16	389	145	3.6	20	102	11	1.1	null	null	2,521.75	0
55	1	31.21724	1	86	27.204136	15	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	104	101	99.900002	100	10.9	14	333	144	3.5	21	107	11	1.1	118	33	2,757.952148	0
1,032	1	33.3096	0	61.3	21.294554	13	5	MICU	Tuesday	0	0	0	0	0	0	0	0	1	111	119	96	100	7.4	11.8	234	142	3.2	28	102	9	0.7	243	38	1,598.504395	0
313	1	47.06689	0	65.9	36.363547	18	11	SICU	Thursday	0	0	0	1	0	0	0	0	0	101	102	98.779999	100	6.2	10.3	93	126	5.2	28	91	11	1.1	229	37	6,004.979492	0
1,470	0	19.61249	1	88	null	9	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	86	73	99.599998	100	9.1	14.7	414	137	3.4	24	101	14	1.1	null	null	106.68	0
547	1	42.9291	0	60	22.705124	13	3	SICU	Thursday	0	0	0	0	0	0	1	0	0	105.333	76	94	100	14.1	13.8	331	137	3.9	22	99	7	0.7	210	36	3,523.425049	0
30	0	25.09924	1	81.8	25.654162	10	4	MICU	Saturday	0	0	0	0	0	0	0	0	1	90.666702	99	101.199997	100	12.5	14.1	243	144	3.7	26	106	10	1	247	40	2,222.070557	0
1,150	0	54.4918	1	77.6	24.457655	7	4	MICU	Wednesday	0	0	0	0	0	0	0	0	1	85.666702	82	95.699997	100	5.8	14.2	272	141	5.3	22	107	19	1.2	null	null	null	0
581	0	25.72287	0	140	58.317773	16	8	MICU	Wednesday	0	0	0	0	0	0	0	0	1	102	121	99.300003	94	10	15	220	142	4	37	100	10	0.5	null	null	500	0
520	1	73.20615	1	104	39.12853	14	7	SICU	Saturday	0	1	0	0	0	0	1	0	0	101	76	96.5	94	5.6	11.8	252	136	4	26	102	11	1.2	154	40	624.799988	0
1,600	1	31.25564	1	60.9	null	12	3	SICU	Tuesday	0	0	0	0	0	0	0	0	0	73	93	96.599998	100	6.3	14.9	235	144	5.6	24	104	4	0.9	481	41	null	0
703	1	77.61133	0	59.4	22.478072	21	8	MICU	Thursday	0	0	0	0	1	1	0	0	1	70	99	96.900002	100	12.7	16	198	138	7	25	100	13	1.2	93	113	1,425.25	0
163	0	45.82677	1	80	23.268953	8	6	MICU	Thursday	0	0	0	0	0	0	0	0	1	76.666702	113	98.199997	98	4.9	11.8	376	140	5.4	35	99	11	0.6	90	59	795.999939	0
485	0	51.29492	1	91.2	32.004632	15	7	MICU	Tuesday	0	0	1	1	0	0	0	0	0	80	82	97.099998	99	7.3	11.7	136	140	4.7	23	109	43	1.6	460	35	361.300018	0
1,161	0	42.93939	1	91.6	27.388172	14	9	MICU	Monday	0	0	0	1	0	0	0	0	1	111	94	98.900002	99	5.5	10	41	141	3.1	29	103	10	0.7	null	null	4,230.544922	0
637	0	50.89097	1	65	18.775279	15	7	MICU	Saturday	0	0	0	0	1	0	0	1	1	98	118	98.800003	99	21.1	10.8	749	135	4.6	30	99	15	0.4	74	68	253.455032	1
823	1	85.33847	0	63.3	25.885434	15	6	MICU	Thursday	1	0	0	0	0	1	0	0	1	107.667	98	98.300003	100	10.4	10.7	247	137	4.2	30	101	18	0.9	63	62	3,077.742188	0
1,255	0	24.39819	1	90	31.672195	9	3	SICU	Friday	0	1	0	0	0	0	0	0	0	87.333298	118	97.800003	100	22.7	15.6	372	141	3.9	25	102	10	0.9	436	42	2,602.800049	0
1,684	1	80.21436	1	72	null	23	10	SICU	Thursday	0	1	1	0	0	1	0	0	0	88	64	97.599998	71	9.6	9.5	160	141	4.2	33	97	41	4.9	436	43	119.699997	0
124	0	77.78449	1	88.5	32.344558	16	8	MICU	Monday	0	1	0	0	0	0	0	1	0	68.666702	82	97.599998	96	18.1	11.3	240	144	3.6	28	105	42	1.6	160	37	65	1
1,233	1	17.81635	0	70	null	17	6	SICU	Sunday	0	0	0	0	0	0	0	0	1	76.666702	92	97.800003	100	25.5	13.2	297	140	3.4	24	110	9	0.8	279	43	888.800049	0
3	1	44.49191	0	null	null	21	7	SICU	Saturday	0	0	0	0	0	0	0	1	0	101	125	100.099999	100	7.1	12.6	262	139	4.2	31	100	16	0.5	146	23	null	1
111	0	90.62691	1	78.7	23.964088	null	4	SICU	Sunday	0	1	0	0	0	0	0	0	0	98	64	99.599998	100	13.1	11.5	231	133	4.2	24	96	27	1.3	null	null	1,570	1
147	0	51.29088	1	72.5	22.963817	15	5	SICU	Monday	0	0	0	0	0	1	0	0	1	76	92	96.900002	100	7.5	11.3	121	138	3.7	18	107	11	0.9	386	36	null	0
490	0	53.99341	0	104	35.054261	13	4	MICU	Tuesday	1	0	0	0	0	0	0	0	1	108.333	83	99.199997	100	10.2	13	213	140	4.5	29	103	20	1.1	228	64	604.019959	0
1,554	0	76.74016	1	null	null	27	5	FICU	Tuesday	0	0	0	0	0	1	1	0	0	118	75	100.800003	100	34.9	13.8	289	128	3.2	26	89	23	0.9	43	43	422	1
1,691	0	45.71474	1	76	null	14	6	MICU	Saturday	0	1	0	0	0	0	0	0	0	85	102	99.900002	95	15.9	14.2	176	142	4.6	20	109	17	1.6	105	47	100	0
1,299	1	47.88498	1	90	23.15488	14	8	SICU	Sunday	0	0	0	0	0	0	0	0	0	87.666702	124	95.099998	96	23.1	14.8	342	142	4.5	17	106	17	0.8	183	34	770	0
966	0	54.04852	0	128.9	51.97591	12	4	MICU	Monday	1	0	0	0	0	0	0	0	1	88.666702	80	98.5	92	10.1	7.3	345	141	4.5	39	96	8	0.5	90	94	300	0
424	1	47.07988	1	103	33.532938	12	13	MICU	Monday	1	0	0	1	0	0	0	0	1	73.666702	94	100.400002	100	8	9.7	54	140	3.6	29	105	22	0.8	299	37	731.633301	0
668	1	16.01571	1	79.5	null	18	7	SICU	Wednesday	0	0	0	0	0	0	0	0	0	93	128	96.400002	99	5	3.2	59	137	3.7	18	109	9	0.6	289	34	0	0
570	0	55.08787	0	75	22.802819	12	4	SICU	Thursday	0	0	0	0	0	0	1	0	0	80	85	103	100	9.7	15.4	289	142	3.6	17	98	14	0.9	73	40	1,008.099976	0
109	0	32.0813	1	100.1	39.420488	null	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	85.666702	89	96.699997	100	8.1	14.6	329	142	3.7	29	101	5	0.8	54	48	null	0
1,158	0	44.95727	0	70	25.183797	16	8	SICU	Wednesday	0	0	0	0	0	0	0	0	0	82.333298	121	100	100	13.6	10.9	215	141	4.9	21	111	15	0.7	57	42	1,876.700073	0
1,072	1	60.33333	1	136.1	45.621847	10	4	SICU	Saturday	0	0	0	0	0	0	1	0	0	103	73	100.699997	100	7.9	14.8	193	141	4.2	26	106	14	1	105	45	541.037476	0
271	0	66.90788	1	77	22.852922	12	3	SICU	Wednesday	0	0	0	0	0	0	0	0	0	108	90	100.300003	98	10.6	11.1	296	139	3.8	28	107	16	0.9	null	null	0	0
1,582	1	36.28256	0	71	null	7	4	SICU	Friday	0	0	0	0	0	0	1	0	0	94	99	99.900002	100	12.9	15	366	139	3.9	23	106	8	0.6	146	42	329.75	0
118	1	50.54802	1	68	16.833562	14	8	SICU	Friday	0	0	0	0	0	0	0	1	1	86.333298	111	96.800003	100	13.4	9.9	568	140	3.8	25	106	21	0.7	79	38	91.320007	1
786	0	53.66667	1	73.7	24.055112	10	5	MICU	Monday	0	0	0	0	0	0	0	0	1	99.666702	93	99.800003	100	6.9	13.6	129	143	3.5	23	109	23	0.8	144	30	200	0
308	0	40.70156	1	81.3	23.919801	12	8	FICU	Monday	0	0	0	0	0	0	0	0	0	119	89	97.300003	95	10.4	15.2	351	138	3.3	26	100	15	1.1	73	33	null	0
696	1	26.98686	1	75	23.060947	4	7	SICU	Monday	0	0	0	0	0	0	0	0	0	100.333	92	99.199997	100	10.6	15.4	131	141	3.6	22	106	10	0.6	419	38	3,775	0
416	1	84.32804	0	57.3	25.514271	20	5	SICU	Sunday	1	1	0	0	0	0	1	0	1	90	98	102.400002	100	10.1	9.6	301	145	3.1	25	108	29	1.4	328	34	1,487.720459	1
863	0	53.13432	1	104	43.765501	9	5	MICU	Thursday	0	0	0	0	0	0	0	0	1	73.666702	84	96.300003	100	7.4	13.2	155	143	3.5	23	102	15	1	null	null	null	0
148	0	94.40811	0	53.6	22.327376	14	3	MICU	Wednesday	1	1	0	0	0	0	0	0	0	88.666702	77	95.800003	94	8	12.6	420	138	4.8	24	101	16	1.2	null	null	100	0
511	1	63.3672	1	90	27.673136	12	8	MICU	Friday	0	0	0	0	0	0	0	1	0	77	93	96.599998	100	11.6	10.7	164	139	3.9	24	105	14	0.9	148	52	864.799988	0
969	1	23.07023	0	83	36.941513	12	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	111	85	98.800003	100	18.8	14.8	285	139	3.5	23	104	13	0.9	172	36	2,547.01001	0
623	1	38.25	1	91.9	29.261327	14	9	MICU	Friday	1	0	0	0	0	0	0	0	1	98	111	102.099999	100	18.3	11	269	142	3.5	28	109	17	0.5	156	36	1,305.525024	0
1,154	1	81.68524	0	61.2	23.159226	16	8	MICU	Saturday	1	0	0	0	0	0	0	0	1	59.666698	104	97.800003	93	19	8.9	163	141	4.6	24	104	91	2.5	81	63	1,073.190063	1
1,164	0	44.40894	1	82	26.196817	8	5	FICU	Wednesday	0	0	0	0	0	0	0	0	0	78	78	98.300003	100	14.5	15.2	286	142	4.5	21	107	12	0.8	187	47	null	0
688	0	64.32191	1	119	36.590035	14	8	MICU	Wednesday	0	0	0	0	0	0	0	0	1	93.333298	84	97.900002	89	8.8	16	190	140	4.2	37	95	11	0.9	106	109	367.140015	0
274	1	61.68311	0	77	27.399045	15	8	SICU	Wednesday	0	0	0	0	0	0	0	0	0	72	67	97	100	7.7	9.5	209	140	3.5	19	112	10	0.7	44	38	1,634.750244	0
1,475	1	87.41161	0	39.2	null	21	6	SICU	Sunday	0	0	0	0	0	0	1	0	0	107	52	96.199997	100	8.4	14	307	137	5.4	29	99	17	0.6	177	45	1,275	1
683	0	86.43113	1	null	22.827684	null	6	SICU	Tuesday	1	1	1	0	0	1	0	0	0	63	93	102.099999	100	10	9.1	358	142	4.4	18	106	19	1.3	75	41	1,925	1
996	1	36.51498	1	80	33.324442	10	5	SICU	Friday	0	0	0	0	0	0	0	0	0	99	108	98.400002	96	17.5	14	309	142	3.3	31	103	16	1	264	82	1,356.400024	0
1,023	1	83.79479	0	73.6	33.100703	null	5	MICU	Wednesday	0	1	0	0	0	0	1	0	0	109	90	97.599998	99	14.8	18.1	182	130	9.8	18	92	20	0.9	481	33	62.25	1
320	1	71.6519	1	66.8	23.769561	17	8	SICU	Tuesday	0	0	0	0	0	0	0	0	0	110	111	97.599998	95	19.6	17.5	156	138	3.4	28	93	43	1.2	111	39	1,732.263916	0
1,186	1	49.94318	1	50	15.816358	14	10	MICU	Wednesday	0	1	0	0	0	0	0	1	1	71	115	98.800003	68	15	14.9	233	138	3.8	22	101	55	1.3	37	34	168	1
1,670	1	38.61224	0	60	null	15	8	SICU	Wednesday	0	0	0	0	0	0	0	0	0	80	99	99.099998	100	10.7	7.5	256	141	3.5	21	111	25	0.8	382	41	137	0
359	0	24.90342	1	98	30.390063	12	4	MICU	Tuesday	0	0	0	0	0	0	0	0	0	61.333302	80	97.599998	100	15.7	13.9	304	146	3.6	26	103	12	0.9	455	39	5,066.439941	0
422	1	47.38349	0	152	49.485501	13	8	SICU	Monday	0	0	0	0	0	0	0	0	1	70	69	98.599998	97	11.8	13.4	237	140	3.8	22	106	12	0.7	182	36	200	0
572	1	41.70547	1	86.9	25.158328	14	6	SICU	Thursday	0	0	0	0	0	0	0	0	0	60.333302	71	95.099998	100	7.4	13.3	147	141	3.5	25	105	26	0.8	228	44	null	0
1,109	1	27.51639	0	46.3	18.496476	12	9	SICU	Monday	0	0	0	0	0	0	0	0	1	115.667	121	100	92	14.6	14.2	252	140	3.6	29	100	8	0.5	105	62	1,804.731079	0
900	1	61	1	65.9	22.090226	20	4	SICU	Tuesday	0	0	0	0	0	0	1	0	0	108.333	76	99.5	99	6.5	15.9	177	133	3.7	23	99	11	0.8	499	36	331.785004	1
1,244	1	62.61205	1	82.1	21.204671	10	5	SICU	Wednesday	0	0	0	0	0	0	0	1	0	73	81	99	100	12.2	12.9	261	138	3.6	25	105	9	0.5	86	36	1,544.26001	0
1,656	0	81.56397	0	47.5	null	14	5	SICU	Tuesday	0	1	0	0	0	0	1	0	0	86	84	94.5	100	11.6	11.5	205	138	4	22	102	17	0.6	null	null	410	1
392	1	31.69921	1	118.8	39.822744	9	5	MICU	Friday	0	0	0	0	0	0	0	0	1	77	94	99	98	11.4	13.7	244	141	4.4	22	112	17	1.2	45	75	1,832.699951	0
454	0	30.51596	0	56	20.712912	13	3	MICU	Thursday	0	0	0	0	0	0	0	0	1	94.333298	91	97.800003	25	16.5	16.2	288	143	6.7	17	109	6	0.9	261	37	4,300	0
1,293	1	40.80623	1	81	26.842349	16	7	SICU	Friday	0	0	0	0	0	0	0	0	0	94	92	95.199997	99	24	13	216	137	4.2	14	106	23	1	510	31	4,027.959961	0
662	1	39.5312	1	125	31.78216	11	7	MICU	Sunday	0	0	0	0	0	0	0	0	1	110	66	95.900002	100	8.6	16	163	142	4.6	28	104	13	0.8	71	57	919	0
1,253	1	79.71698	1	55	17.397994	18	5	FICU	Wednesday	0	0	0	0	0	0	0	0	1	93	76	97.800003	100	7.6	10	263	137	3.8	38	100	26	1.2	272	93	558.366699	0
1,269	0	35.88164	1	65	26.20973	11	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	84	95	97.400002	98	14.7	17.6	390	151	6.1	22	105	10	1.1	null	null	null	0
1,348	1	66.45063	1	113	37.878536	21	6	MICU	Wednesday	0	0	0	0	0	0	0	0	1	114	88	97.699997	100	9.3	13.1	263	138	4.3	23	107	22	0.7	73	41	2,530	0
45	0	38.17648	0	49	17.627363	13	0	MICU	Tuesday	0	0	0	1	0	0	0	0	0	106.333	118	98.699997	100	6.1	8.7	246	138	4.1	24	101	15	0.6	null	null	1,166.150024	0
1,333	0	77.42428	0	49.9	23.444036	23	3	MICU	Saturday	0	0	0	0	0	0	0	0	0	94.666702	102	103	100	15.9	12.3	225	140	3.4	27	101	20	1.2	231	44	2,430	0
1,534	1	44.35368	1	91	null	20	10	MICU	Saturday	0	0	1	0	0	0	0	0	1	131	85	100.599999	100	5.3	10	145	140	6.5	25	103	17	6.4	239	51	687.575806	0
294	1	78.33747	0	70	27.264671	18	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	112	67	94.800003	100	8.3	11.2	262	143	3.9	23	109	14	0.8	34	30	490	0
364	1	45.8634	1	58	17.930001	12	7	SICU	Tuesday	0	0	0	0	0	0	0	0	0	79	86	99.300003	100	12.3	12.4	245	140	2.7	21	109	5	0.6	519	34	2,130	0
449	1	26.27217	1	75	23.724537	null	3	FICU	Friday	0	0	0	0	0	0	0	0	0	83	90	98	99	27.9	14.2	300	137	4.5	20	105	13	0.9	221	50	null	0
134	1	49.61233	1	69.6	24.032126	6	10	MICU	Wednesday	0	0	0	1	0	0	0	0	0	69.666702	81	98.400002	97	8	11.7	121	139	7.2	22	109	34	1.1	388	36	500	0
338	1	26.30829	1	83.6	26.909772	12	6	MICU	Friday	0	0	0	0	0	0	0	0	0	93.333298	76	97.300003	100	13.8	16.4	429	144	3.9	10	97	20	1.2	50	45	830.793335	0
369	1	22.44612	1	80	26.821737	11	5	SICU	Monday	0	0	0	0	0	0	0	0	0	119	69	96.199997	100	6.9	13	204	145	3.6	26	105	14	1	150	43	null	0
335	1	86.66071	0	79.4	31.007873	15	7	SICU	Tuesday	0	1	0	0	0	0	1	0	0	84.666702	67	94.800003	99	7.7	14.4	370	142	4.6	26	104	14	0.7	91	41	150	1
46	1	65.80056	0	70.7	27.028101	19	6	SICU	Friday	1	1	0	0	1	1	0	0	0	97.333298	88	97	91	9.8	10.9	157	141	3.5	30	96	25	0.9	112	52	400	1
497	1	43.10285	1	120	37.95926	17	5	SICU	Sunday	1	0	0	0	0	0	0	1	1	88	110	97.800003	100	23.7	12.3	292	144	3.3	25	106	15	0.8	52	60	3,337.500244	0
818	1	81.87946	1	81.4	28.964704	18	6	SICU	Friday	0	0	0	0	0	0	1	0	0	72.666702	61	99.599998	100	16.4	11.2	287	135	3.7	26	98	14	1	440	42	809.589966	1
1,061	0	26.32174	1	100	31.813278	9	5	SICU	Tuesday	0	0	0	0	0	0	0	0	0	60.333302	83	100.699997	100	19.1	14	249	143	4.1	18	107	12	1.5	null	null	862	0
764	0	52.07128	1	151.8	50.884617	14	5	MICU	Thursday	1	0	0	0	0	1	0	0	0	95	84	97.5	100	9.4	11.3	95	134	4	21	104	67	1.6	null	null	253.052002	0
1,205	1	27.80573	1	80	26.782494	17	6	FICU	Tuesday	0	0	0	0	0	0	0	0	0	92.333298	110	101.400002	100	25.7	15.1	310	137	7.3	28	101	14	1	287	40	445	0
21	1	79.58333	1	91.4	28.103607	19	10	MICU	Saturday	1	1	1	0	0	0	0	0	1	69.666702	63	96.300003	100	7.1	10.9	231	141	4.3	30	99	37	2.1	230	78	1,062	1
774	0	23.17861	1	60	22.845136	5	7	SICU	Sunday	0	0	0	0	0	0	0	0	0	103	74	97.5	100	13.3	14.9	144	142	4	24	107	10	0.6	420	48	1,137.799927	0
243	0	66.98619	0	53.3	22.948657	11	4	MICU	Monday	0	0	0	0	0	0	0	0	0	114	78	98.400002	98	7	12	227	140	4.6	24	105	39	1.8	75	64	300	0
80	0	66.19514	0	null	30.376087	15	5	MICU	Thursday	1	1	0	0	0	1	0	0	1	60	82	99.800003	96	11.8	12.3	351	138	4.1	33	97	26	1.1	54	53	1,010	0
711	1	25.3863	1	75	25.896688	10	3	SICU	Wednesday	0	0	0	0	0	0	0	0	0	91.666702	78	100.300003	100	19.4	13.8	205	141	3.6	24	101	16	0.8	467	36	326.660004	0
152	1	32.78477	1	null	32.978196	14	6	SICU	Wednesday	0	0	0	0	0	0	0	0	0	81	115	97.599998	100	13	16	387	139	3.9	25	101	19	1	109	34	3,825	0

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