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
1,749	1	48.384	1	70	null	17	10	MICU	Monday	0	0	0	1	0	0	0	1	0	101	63	95	98	9.6	10	111	141	3.7	18	115	17	1.1	60	42	150.399994	0
1,718	0	47.0132	1	80.2	null	19	4	MICU	Sunday	0	0	0	0	0	0	0	0	0	104	98	100.099999	98	18.6	13	257	120	3.2	24	83	9	0.7	322	39	3,141.506348	0
102	1	75.85402	1	95	31.844787	17	9	SICU	Monday	1	0	1	0	0	0	0	1	1	76	58	96.900002	100	8.4	12	126	139	4.2	27	106	28	2.2	289	36	725.400024	0
493	1	52.28984	1	211	51.101665	16	8	SICU	Sunday	0	0	0	0	0	0	0	0	0	83.333298	114	100.300003	100	16.7	14.1	308	133	4.5	19	99	18	0.7	199	33	0	0
486	0	38.11419	1	74	25.668089	11	5	MICU	Friday	0	0	0	0	0	0	0	0	0	77.666702	74	99.099998	98	10.4	12.1	160	130	2.5	34	89	6	0.7	457	43	1,785.849976	0
65	0	36.24503	1	100	33.685773	11	2	SICU	Saturday	0	0	0	0	0	0	0	0	0	100.333	105	100.400002	100	20.6	15.3	294	146	4.5	24	109	14	1	222	43	4,240	0
171	1	69.70679	1	66.1	24.969468	17	5	SICU	Thursday	0	1	0	0	1	0	0	1	0	53	61	96.400002	100	13	15.6	234	131	3.7	27	91	16	0.9	471	38	1,658.883545	0
732	1	20.96185	1	null	null	14	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	76	103	97	90	21.4	15.4	279	141	6.3	17	111	20	0.7	68	28	1,975	0
987	0	57.16604	1	90	29.760817	13	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	89.333298	63	95.099998	100	5.6	12.8	210	142	5.6	23	106	12	0.7	186	44	1,531.699951	0
1,722	1	60.51282	0	65	null	15	10	SICU	Thursday	0	0	0	0	0	0	0	0	0	67	72	94.199997	98	18.9	9.4	175	137	3.8	25	108	16	0.7	188	46	134.75	0
1,324	0	47.69046	0	104.7	39.620441	10	6	MICU	Friday	0	0	0	0	0	0	0	0	0	74	90	98.900002	100	11.9	11.5	320	141	3.8	27	104	13	1	343	54	null	0
864	1	19.25568	1	90	27.431883	17	8	SICU	Wednesday	0	0	0	0	0	0	0	0	1	65	99	99.300003	100	12.4	12.2	296	141	2.9	14	101	12	1.4	137	47	2,624.225098	0
1,370	0	22.25	1	64.8	22.88334	7	5	MICU	Tuesday	0	0	0	0	0	0	0	0	1	72	52	98.400002	100	12.1	11.3	125	142	3.7	24	108	11	0.9	577	37	null	0
270	0	71.56395	1	99.6	28.322173	15	7	MICU	Monday	0	0	0	0	0	0	0	1	0	94.333298	74	97.900002	98	14.2	14.1	172	140	3.6	24	104	22	0.8	122	43	404.52002	0
367	0	80.82837	1	71	21.824068	10	3	MICU	Wednesday	0	1	0	0	1	0	0	1	1	96.666702	93	95.599998	96	19.6	11.4	318	136	4.6	27	97	20	0.5	null	null	890.975037	0
1,441	0	95.09635	1	68	null	null	4	MICU	Friday	0	0	0	0	0	0	0	0	0	48	98	94.199997	100	22.4	9.4	401	154	4.8	14	120	51	2.3	null	null	150	1
0	1	72.36841	1	75	29.912791	15	9	SICU	Friday	0	0	0	0	0	0	0	1	0	92	86	95.900002	100	8.1	14.1	354	138	4.6	15	109	41	1.6	196	39	2,230.875	1
84	0	43.40327	1	79.5	28.723749	14	6	MICU	Wednesday	0	0	0	0	0	0	0	1	0	77.666702	110	98.900002	100	49.3	11.6	650	138	4.9	26	98	9	0.6	125	65	3,825.830322	1
895	0	81.1332	0	58	29.719068	17	4	MICU	Friday	0	1	0	0	0	0	1	0	0	91.333298	61	98.400002	100	10.2	9.9	457	141	4	25	107	16	0.7	null	null	225	1
99	1	55.90181	0	52.5	19.866983	17	5	MICU	Friday	0	0	0	0	0	0	0	1	0	69.666702	112	99.400002	100	1.9	12.7	95	129	7.6	11	95	20	1.1	114	22	4,066.5	0
1,078	1	81.77397	0	70	28.225863	18	8	SICU	Friday	1	0	0	0	0	0	0	0	0	91.666702	86	96	100	11.9	9.2	332	138	6	24	108	53	2.4	371	48	2,726.800049	0
366	1	23.69311	0	83.6	28.866175	15	5	MICU	Wednesday	0	0	0	0	0	0	0	0	1	114.333	132	100.099999	97	9.1	13.4	232	137	4.2	22	106	8	0.8	135	39	140.059998	1
314	1	29.4726	1	85	24.34002	4	3	SICU	Thursday	0	0	0	0	0	0	0	0	0	80	98	99	100	8.8	14.6	332	149	4.2	28	107	13	0.9	513	39	541.799988	0
1,576	0	77.40494	1	64.3	null	14	3	SICU	Saturday	0	0	0	0	1	0	0	1	0	82	92	98	93	15	11.9	330	138	4	28	102	13	0.9	null	null	350	0
199	1	55.61226	1	88.6	29.84442	18	9	SICU	Wednesday	0	0	0	0	0	0	0	0	0	98.666702	92	98.400002	95	8.8	14.8	184	140	3.9	26	105	27	0.9	109	42	110	0
1,066	1	53.08333	0	75.1	28.419246	20	10	SICU	Wednesday	0	0	0	0	0	1	0	0	1	65.333298	94	98.599998	87	20.5	14	312	137	3.2	28	96	9	0.7	52	39	2,399.233398	0
937	0	23.03007	1	85	28.546797	9	3	SICU	Friday	0	0	0	0	0	0	0	0	0	74.333298	90	98.5	100	16.4	14.6	308	143	4.6	27	101	23	1.3	null	null	null	0
1,706	0	79.34041	0	59.2	null	15	6	MICU	Thursday	0	0	0	0	1	0	0	0	0	83	85	97.300003	100	17.8	11.9	173	141	4.8	26	105	31	1.5	127	50	2,657.25	0
1,119	1	62.06855	1	95.5	29.364272	14	10	SICU	Monday	0	0	0	0	0	0	0	0	0	64	76	98.599998	100	9.1	15	106	139	3.8	25	108	15	1.1	94	36	3,374.062256	0
870	1	56.58002	0	101	33.856037	19	5	SICU	Thursday	0	1	0	0	0	0	1	0	1	82	63	99.5	100	7.8	12.4	198	141	3.5	30	101	30	1.2	356	41	250	0
303	0	45.0161	1	86	27.368978	null	3	MICU	Monday	0	0	0	0	0	0	0	0	0	80.333298	114	99.800003	98	16.3	17	191	143	4.3	24	108	15	0.9	null	null	null	0
1,640	1	45.22818	1	62.5	null	null	11	SICU	Friday	0	0	1	0	0	0	0	0	0	93	84	98.099998	100	4.8	12.3	150	141	4.8	31	99	44	7.7	381	43	216.800034	0
13	1	18.23023	0	52.4	21.827509	10	6	SICU	Friday	0	0	0	0	0	0	0	0	1	97.666702	106	97.5	100	19.8	12.9	154	141	3.6	20	111	10	0.8	447	34	999.794006	0
302	1	80.41265	0	92.1	31.027996	13	6	SICU	Tuesday	0	0	0	0	0	0	1	0	0	77.666702	76	98.599998	100	10.9	12.5	229	142	3.4	26	105	17	0.8	154	41	1,422	0
1,756	1	65.09424	0	59	null	16	4	SICU	Monday	0	0	0	0	0	0	0	1	1	72	89	97.599998	100	14.8	11	190	139	3	27	101	15	0.7	485	35	2,510.294678	0
281	1	37.00699	0	77	24.746044	19	8	SICU	Friday	0	0	0	0	0	0	0	0	1	66	132	100.599999	100	26.1	13	288	137	4.5	22	103	9	0.7	252	41	3,025	0
1,304	0	23.66667	1	76.9	23.60252	16	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	80	108	102.099999	100	12.5	13.7	260	141	4.2	23	113	11	0.9	203	40	801.862549	0
1,612	0	60.07005	1	84.7	null	15	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	100	86	96.599998	100	10.9	12.9	459	142	3	27	101	18	1	197	44	3,296.066895	0
157	1	23.10746	0	60	20.546452	14	6	SICU	Wednesday	0	0	0	0	0	0	0	0	0	113	80	96.400002	100	9.2	12.8	62	134	4.3	23	106	6	0.5	204	37	4,054	0
10	1	51.18725	1	91.1	32.772315	16	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	97.666702	66	98.400002	100	9.5	11.1	423	144	3.8	32	111	15	0.9	76	56	545.592041	0
1,505	0	40.98523	1	78.4	null	14	9	MICU	Wednesday	0	0	0	0	0	0	0	0	1	101	106	99.800003	100	9.8	13.9	154	146	4.3	23	95	15	1.4	108	51	3,161.491455	0
51	1	83.03371	0	40	19.643817	17	4	SICU	Friday	0	0	0	0	0	0	0	0	0	72.333298	71	97	100	6.7	9.7	253	122	4.2	25	86	9	0.5	310	36	828.799988	0
1,465	0	66.14348	1	70	null	null	5	MICU	Saturday	0	1	1	0	0	1	1	0	1	68	61	96.5	100	11.8	10.6	189	133	4	23	99	24	1.1	null	null	125	1
866	1	54.07377	1	75	22.914149	13	7	FICU	Monday	0	0	0	0	0	0	1	0	0	95.666702	70	97.800003	97	14.8	14.1	258	139	4.6	20	105	14	0.7	338	44	996.579224	0
1,379	0	35.57121	1	80	29.101292	6	4	MICU	Monday	0	0	0	0	0	0	0	0	0	74.333298	81	96.699997	100	8.4	13.6	215	144	4.5	22	109	23	1	265	45	797.18396	0
116	0	56.12834	1	100	34.528917	17	6	SICU	Wednesday	0	0	0	0	0	0	0	0	0	109.333	118	99.5	100	18.3	15.3	237	142	4.7	28	101	11	1.2	169	54	325	0
561	0	89.21577	1	84.2	26.634747	19	7	MICU	Sunday	1	1	1	0	0	1	1	0	1	83	74	98.300003	100	10.1	10.8	299	139	4.7	19	105	84	5.1	110	31	985.828003	1
1,643	0	60.36459	0	null	null	8	3	SICU	Wednesday	0	0	0	0	0	1	1	0	0	86	75	98.599998	100	12	13.5	288	130	8.3	20	96	12	1.1	null	null	675	0
599	1	88.62327	1	82.3	26.793794	23	9	MICU	Wednesday	1	0	1	0	0	1	0	0	0	84.333298	59	96.599998	99	4.7	8.6	138	138	6.4	32	98	108	4.4	108	63	1,868.25	0
955	1	44.40262	1	154	53.174533	14	7	SICU	Tuesday	0	0	0	0	0	0	0	0	1	103	77	94.5	100	8.4	11.4	167	139	3.6	25	110	14	0.7	129	37	189.580002	0
1,694	1	66.61831	1	69.9	null	17	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	116	87	98.699997	100	17	12.7	392	141	3.5	23	101	26	1.2	301	35	2,632	0
52	0	56.21421	1	56.5	16.893359	11	5	MICU	Saturday	0	0	0	0	0	0	0	0	1	70.333298	70	97.300003	100	6	13.5	130	139	3.7	20	98	18	1	177	45	830.963745	0
1,438	0	63.77448	1	73.4	null	6	2	SICU	Thursday	0	0	0	0	0	0	0	0	0	73	88	98.300003	100	9.1	16.2	180	140	4.9	22	104	11	1.3	270	49	null	0
173	1	51.92092	0	63.4	20.055142	12	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	80	71	32	100	15.2	12	113	138	3.1	21	107	10	0.7	376	24	748.333374	0
1,529	1	73.04307	1	88.9	null	11	5	SICU	Wednesday	0	0	0	0	0	0	0	1	0	89	95	98.800003	100	6.1	14	171	137	4.4	28	104	10	1.1	217	44	2,229.421631	0
1,762	1	54.27652	0	103.9	null	9	5	SICU	Tuesday	0	0	0	0	0	0	0	0	0	66	100	97	93	7.1	11.9	246	141	3.5	27	106	14	1.1	68	52	0	0
734	1	21.36047	0	100.6	36.906583	15	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	115	91	97.599998	100	16.1	13.7	516	143	3.5	21	108	11	0.9	181	39	2,552.398193	0
1,738	1	16.66373	1	112	null	11	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	99	83	96.5	100	19.1	13.1	290	143	4	23	112	8	1	378	41	null	0
1,447	1	47.04267	1	94	null	16	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	97	110	99.099998	99	16.3	14.7	502	145	3.4	20	108	12	1.1	166	42	3,389.690674	0
1,472	0	39.58333	1	102	null	8	3	SICU	Monday	0	0	0	0	0	0	0	0	0	103	106	98	100	9.9	14.5	317	143	3.9	26	104	7	0.9	474	50	null	0
426	1	79.68573	0	60	24.096737	22	5	SICU	Sunday	0	0	0	0	0	1	1	0	0	91	51	93.599998	100	13.4	13.7	246	136	3.3	28	97	19	0.8	364	31	2,425	1
1,448	1	43.66154	1	85	null	8	3	SICU	Wednesday	0	0	0	0	0	0	0	0	0	86	83	97.099998	100	16.9	14.1	218	141	3.7	27	106	13	0.9	96	41	3,343.324951	0
7	1	78.1597	0	69.7	27.219757	16	8	MICU	Thursday	1	1	0	0	0	0	0	1	1	81.666702	105	100	100	19.9	7.8	20	140	3.7	20	105	30	1.2	57	28	872.5	0
5	0	36.54657	1	72	23.982402	14	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	104	90	98.400002	100	12.1	14.4	182	145	3.6	26	110	10	0.7	null	null	1,877.560059	0
1,291	0	26.7612	1	89	29.446394	9	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	90.666702	83	96.260002	98	11.9	17.2	362	151	4.4	27	107	13	0.9	56	52	null	0
635	1	48.61319	1	113	41.42854	16	6	SICU	Thursday	0	0	0	0	0	0	0	0	0	87.666702	105	96.199997	100	27.2	15.1	359	139	3.8	23	101	9	1	284	45	3,074.327637	0
353	1	40.1423	1	85	26.13574	12	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	94.333298	70	98.599998	100	13.8	13.7	245	144	4.2	24	108	19	0.8	92	45	3,688.449463	0
430	1	44.74194	1	81.2	27.218913	12	4	SICU	Thursday	0	0	0	0	0	0	0	0	1	104	80	98.599998	100	11.3	11.3	197	138	4.1	16	113	13	1	247	41	2,240.200195	0
75	0	68.6477	0	null	null	10	4	SICU	Tuesday	0	0	0	0	0	0	0	1	0	81.666702	67	97.800003	100	11.9	13.1	284	140	3.9	24	108	16	0.7	null	null	null	0
1,199	0	81.65479	0	44.1	18.987538	13	4	MICU	Monday	0	1	0	0	0	0	1	0	0	66	75	98.800003	99	7.4	12.8	235	135	4	26	102	14	0.8	62	35	450	0
1,288	0	53.05122	0	54.7	22.427505	13	6	MICU	Tuesday	0	0	0	0	0	0	0	0	1	58.333302	78	101.199997	100	14.8	10.4	308	141	2.4	24	108	14	0.5	94	46	7,689.367676	1
1,209	1	52.16629	1	113	33.786719	11	5	SICU	Monday	0	0	0	0	0	0	0	0	0	81.666702	86	99.400002	98	14.9	14.6	325	142	4.2	27	105	12	0.7	323	39	33.900002	0
537	1	35.52378	1	72.1	23.64986	15	6	SICU	Thursday	0	0	0	0	0	0	0	0	0	120	102	99.800003	95	10.1	11.8	112	140	3.2	30	98	14	0.6	249	44	4,202.888672	0
1,035	0	40.30878	1	70	22.142901	10	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	62	74	97	97	11	15.5	231	145	4	25	107	8	0.9	155	52	650	0
604	0	41.40845	0	70.2	28.306508	11	4	MICU	Monday	0	0	0	0	0	0	0	0	1	79.666702	93	103	100	16.2	12.7	418	134	5.2	25	97	14	0.6	334	56	null	0
378	0	87.3316	1	65.5	24.786427	11	6	MICU	Wednesday	0	0	0	0	0	0	0	0	0	102	97	98.400002	99	8.8	11.6	199	142	3.8	23	112	11	0.6	533	36	1,496	0
1,044	0	35.46794	1	88.8	26.550979	9	4	MICU	Sunday	0	0	0	0	0	0	0	0	0	99.333298	112	100.800003	100	15	13.1	240	138	3.7	25	104	18	1.2	438	44	3,350	0
586	0	56.2808	0	72	26.305883	20	9	MICU	Tuesday	0	1	0	0	0	0	0	1	1	81.666702	63	96.699997	100	8	14	272	142	3.3	28	100	21	1.4	329	43	1,233.019897	0
1,067	1	60.55278	1	100	29.086191	13	8	SICU	Monday	0	0	0	0	0	0	0	1	0	60	72	96.900002	100	11.1	15.7	255	138	3.9	25	105	15	1	144	37	1,365	0
1,193	1	74.32464	0	80	28.46654	19	13	SICU	Wednesday	1	0	0	0	0	0	0	0	1	80.333298	110	96.900002	99	13.7	11.3	246	131	4.1	20	98	21	1	180	42	464.399994	1
501	1	63.43436	1	null	null	22	14	MICU	Tuesday	1	0	0	0	0	0	0	1	1	86	49	95	100	6.1	12.3	201	138	4	26	102	9	0.8	75	39	100	0
79	1	55.31948	1	92.6	31.973777	17	8	SICU	Thursday	0	0	0	1	0	0	0	0	0	82	120	103	98	9.5	14.2	111	139	4	20	104	8	0.8	285	32	100	0
763	0	80.14223	0	88	39.60771	16	8	MICU	Friday	0	0	0	1	0	0	0	0	0	80.333298	74	98.099998	100	4.7	10	81	139	4.4	17	112	25	0.5	86	37	2,675.046387	0
58	0	21.82283	1	75	24.223355	6	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	75.666702	80	99	100	12.6	14.3	218	148	3.7	24	111	9	0.8	null	null	null	0
1,338	0	36.42021	1	70	20.105144	6	3	FICU	Saturday	0	0	0	0	0	0	0	0	0	83.666702	80	98.099998	100	13.2	13.8	277	148	3.5	24	111	9	0.7	255	44	1,500	0
773	0	46.10509	1	103	29.608599	15	6	MICU	Tuesday	0	0	0	1	0	0	0	0	0	75	58	96.699997	98	3.8	11.5	45	142	3.7	26	110	15	1	null	null	null	0
546	0	79.29626	0	51.6	22.216711	11	5	SICU	Wednesday	0	1	0	0	0	0	1	0	0	75.666702	77	96	100	5.2	11.2	400	134	5.2	22	102	20	1.2	174	34	1,500	0
373	1	58.29268	1	101.8	37.325159	20	10	MICU	Tuesday	0	0	0	0	0	0	0	0	1	110.333	111	97.599998	98	20.9	14	267	136	3.8	18	94	13	0.8	54	43	6,084.25	1
462	1	61.53562	1	90	29.300626	14	4	FICU	Thursday	0	0	0	0	0	0	0	1	0	89	82	97	100	8.3	12.5	493	137	4.7	22	97	15	0.9	201	40	7,491.300781	0
356	0	51.9997	1	100	34.628267	9	2	SICU	Saturday	0	0	0	0	0	0	0	0	0	95	110	98.199997	98	7.1	14.7	321	148	4.4	23	104	11	0.8	null	null	236	0
540	0	21.55058	0	86	32.680637	9	3	SICU	Thursday	0	0	0	0	0	0	0	0	0	84	102	99.900002	100	14.2	9	237	140	3.9	25	107	5	0.5	null	null	279.350006	0
1,423	1	71.48825	0	44	null	12	4	MICU	Sunday	0	0	0	0	0	0	0	0	0	16	92	100.800003	99	12.3	14.7	286	132	3.3	17	93	17	0.7	582	31	192.159988	0
1,219	1	43.15209	1	80	25.306173	12	9	MICU	Tuesday	0	1	0	0	0	0	0	0	1	95.333298	110	100.800003	97	12.2	15.8	251	141	4.2	14	102	18	1.2	164	42	1,535	0
1,179	1	38.68726	1	54	23.250047	11	8	MICU	Wednesday	1	0	0	0	0	0	0	0	1	70.666702	88	101.800003	83	11.2	10.8	169	150	3.8	27	114	23	0.9	136	60	445	1
150	0	45.35504	0	63.8	23.219206	13	4	MICU	Wednesday	0	0	0	0	0	0	0	0	0	83.666702	74	96.800003	100	8.6	14.1	293	144	4.4	18	113	9	0.8	502	35	2,529.119873	0
1,285	1	39.18389	0	45	15.683616	16	6	SICU	Thursday	0	0	0	0	0	0	0	0	0	79.666702	117	98.599998	100	21.9	11.6	265	141	3.9	22	105	15	0.7	578	46	3,011.850098	0
813	1	82.37594	0	42.7	18.384759	17	8	MICU	Wednesday	0	0	0	0	0	0	0	1	0	78	96	98.400002	94	5.3	14.8	308	139	4.3	26	105	16	0.7	282	54	250	1
1,763	0	72.64249	1	84	null	15	5	SICU	Sunday	0	0	0	0	0	0	0	1	0	99	84	98.800003	100	11	15.9	190	139	3.3	26	97	30	1.1	170	40	1,882.560181	0
886	0	82.59735	1	68	19.660638	null	3	SICU	Wednesday	0	0	0	0	0	0	0	0	0	77	73	96.599998	100	11.1	10.8	299	140	3.2	30	97	22	1.2	38	55	null	0
1,328	1	74.75731	0	60	22.696458	14	4	MICU	Thursday	0	0	0	0	0	0	0	1	1	94	107	97.300003	99	16.3	11.6	542	134	4.5	25	102	10	0.5	202	40	1,164.400024	0

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