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
446	1	64.17193	1	87	27.520463	14	8	SICU	Thursday	1	1	0	0	0	1	0	0	0	73	77	98.5	99	14.1	13	135	131	3.7	26	96	21	1.3	68	45	1,510	0
362	1	54.81234	1	100	29.899751	13	8	MICU	Friday	0	0	0	0	0	0	0	0	0	113.333	107	97.599998	97	7	11.8	137	141	3.9	25	105	12	0.7	205	50	2,511.899902	0
1,297	1	55.29776	0	65	28.992443	16	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	82	71	96.900002	100	8.3	11.2	252	142	3.9	26	108	23	0.5	217	42	590.950012	0
230	1	39.95911	1	205	55.012229	11	7	MICU	Monday	0	0	0	0	0	0	0	0	1	78.666702	113	102	100	11.7	11	477	137	3.7	32	98	5	1	103	44	425	0
1,761	0	62.63118	0	45	null	9	4	SICU	Thursday	0	0	0	0	0	0	0	0	0	79	69	97.199997	99	9.8	13.8	193	136	3.6	25	103	11	0.9	null	null	86.475006	0
437	1	92.76027	1	null	22.614223	17	7	MICU	Saturday	1	0	1	0	0	1	0	0	1	117	74	96	100	7.2	12.5	287	141	4.8	35	97	26	1.4	298	60	700	0
1,418	1	71.73301	0	80	null	21	6	SICU	Tuesday	0	0	0	0	0	0	0	0	1	131	71	96.5	100	5.7	10.5	283	137	3.9	27	104	15	0.8	185	41	307	0
1,215	0	27.91457	1	84.7	27.925772	10	4	SICU	Monday	0	0	0	0	0	0	0	0	0	89.666702	116	97.900002	100	15.6	13.5	272	143	4.3	26	106	16	0.8	null	null	3,075.975342	0
745	0	25.42909	0	91	27.980615	11	7	MICU	Tuesday	0	0	0	0	0	0	0	0	0	101	84	99.199997	100	13.4	13.1	383	140	3.5	22	100	14	0.8	244	48	2,038.328125	0
1,623	1	66.2746	1	69.5	null	22	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	84	52	94.099998	100	15.4	11.5	262	142	2.7	22	100	16	0.9	419	44	3,250.200195	1
999	1	80.5	1	86	33.726694	17	5	SICU	Saturday	0	1	0	0	0	0	0	1	0	106	88	97.699997	100	8.6	10.8	156	133	4.1	27	102	26	1	250	40	1,456.737549	1
1,519	0	78.28455	1	null	null	null	5	SICU	Friday	0	0	0	0	0	1	1	0	0	91	68	97.800003	100	10	11.4	267	136	5	26	103	20	1	null	null	null	1
1,105	1	80.66944	1	null	26.330773	15	3	SICU	Monday	1	0	0	0	0	0	1	0	0	119.667	70	100.400002	100	9.4	9	262	143	3.7	22	110	19	1.1	359	36	1,710	1
518	1	77.43448	0	72	34.490895	18	5	SICU	Thursday	0	0	0	0	0	0	0	1	0	65	73	98.300003	100	9.9	12.4	377	141	6.6	23	106	18	0.9	145	34	695.920044	0
589	0	79.28781	0	50	22.835782	17	5	SICU	Wednesday	0	0	0	0	1	1	0	0	0	90	85	93.199997	100	14.7	10.6	202	140	4.1	21	108	17	0.9	344	39	2,407.5	0
1,571	1	23.01355	1	70	null	12	4	SICU	Monday	0	0	0	0	0	0	0	0	0	70	86	97.5	100	9.9	13.1	217	142	3.3	26	106	9	0.9	402	48	3,779.650146	0
1,402	1	82.16339	1	66	null	13	5	SICU	Wednesday	1	1	0	0	0	0	0	0	0	87	62	97.599998	100	8.4	11.9	191	140	4.3	26	101	13	1	214	36	331.679993	0
852	0	57.1574	1	86	24.806185	10	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	92.333298	74	99.400002	97	7.2	15.2	173	143	3.9	24	105	18	1.1	null	null	1,000	0
1,521	0	47.33041	1	90	null	14	6	SICU	Thursday	0	0	0	0	0	0	0	0	1	67	45	98.400002	100	11.6	14.1	176	143	3.7	28	107	25	1.1	null	null	null	0
1,712	0	43.85197	1	64.7	null	7	4	MICU	Monday	0	0	0	0	0	0	0	0	1	83	95	98.699997	96	6.4	13.6	285	140	3.6	22	105	23	1.2	344	42	0	0
1,347	1	50.05496	1	90	28.469445	15	6	SICU	Monday	0	0	0	0	0	0	0	1	0	100	124	99.699997	100	13.9	11.3	254	137	4.4	25	103	16	0.8	171	34	1,443.75	0
76	0	48.85347	0	64.5	30.778975	11	3	MICU	Tuesday	0	0	0	0	0	0	0	0	1	86.666702	137	96.900002	100	9.7	15.1	270	137	5.4	24	102	13	0.8	252	52	905.479981	0
1,578	0	61.80942	0	72	null	10	3	SICU	Wednesday	0	0	0	0	0	0	0	1	0	92	84	101	100	12.1	12.3	340	139	3.9	27	100	14	0.6	156	40	1,425.959961	0
494	0	54.49216	1	69.5	28.529586	14	4	MICU	Sunday	0	0	0	0	0	0	0	0	1	120.333	63	96.800003	100	5.2	13.1	236	143	4.1	26	107	14	1.1	95	40	2,700.25	0
1,557	0	21.96494	0	63.1	null	11	6	MICU	Sunday	0	0	0	0	0	0	0	0	0	100	83	98.800003	100	11.5	15.2	349	142	3.8	23	106	16	1	490	31	2,484.484863	0
1,268	1	40.43267	1	71.3	24.619118	12	7	SICU	Saturday	0	0	0	0	0	0	0	0	0	98.333298	139	98.599998	100	6.5	11.9	192	139	4.5	28	101	23	1.2	220	41	10,360.62402	0
715	1	62.98836	1	83	26.255155	18	9	SICU	Thursday	0	0	0	1	0	0	0	1	0	86.666702	70	99.199997	99	2.9	14.6	77	142	4	23	107	9	0.8	219	41	300	0
489	1	56.34512	0	75.7	31.533253	14	5	MICU	Saturday	0	0	0	0	0	0	0	1	0	69.333298	70	98.599998	96	12.2	12.6	237	137	4	25	102	19	0.6	208	33	1,825	0
1,094	0	43.76116	0	109	37.917336	8	6	FICU	Monday	0	0	0	1	0	0	0	0	0	94	91	97.099998	99	6.3	13	124	143	3.8	22	108	13	0.9	215	37	306.940002	0
645	0	48.35492	1	95	28.404764	11	4	MICU	Tuesday	0	0	0	0	0	0	0	0	1	104.667	120	98.800003	100	8.3	13.5	252	142	4.7	23	105	9	0.6	306	49	2,178.199951	0
1,650	0	48.78124	0	69.4	null	17	9	MICU	Thursday	0	0	0	1	0	0	0	0	0	66	99	98.699997	100	7.8	10.3	273	134	3.5	19	104	9	1	77	25	1,010	1
1,686	1	21.39209	1	84	null	11	5	SICU	Tuesday	0	0	0	0	0	0	0	0	0	63	111	99	99	19.6	14.8	241	144	3.4	31	101	21	1.2	257	39	3,466.600098	0
1,388	1	55.37505	0	83	null	19	13	SICU	Sunday	0	0	0	1	0	0	0	1	0	92	98	98.400002	98	5.4	10.8	83	134	4.5	18	109	13	0.8	181	36	1,218.280029	0
1,609	1	82.62026	0	81.6	null	17	10	MICU	Friday	1	0	0	1	1	0	0	1	1	76	93	99.800003	100	8.8	11.8	104	148	4.3	26	112	19	0.9	258	32	528.671997	0
1,145	1	75.8861	1	60	22.705124	19	9	SICU	Wednesday	0	0	0	0	0	0	0	0	1	103	74	93.099998	100	10.6	15.1	276	144	3.6	26	106	21	1	279	35	3,624.500244	1
1,323	0	39.99494	0	52	15.385247	8	6	SICU	Friday	0	0	0	0	0	0	0	0	0	95.666702	66	99.800003	100	17	13.3	156	138	4.2	17	109	12	0.8	235	44	null	0
1,373	0	29.28302	1	75	25.358708	10	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	84.666702	86	99.300003	100	15.6	14.2	271	143	3.6	22	106	16	0.8	439	46	2,252	0
164	1	78.23622	0	100	38.565801	22	7	FICU	Wednesday	0	0	0	0	0	0	0	0	0	111	89	97	100	20.2	7.8	235	138	5.7	18	110	15	0.7	519	29	5,290	0
1,087	0	71.42443	1	70.5	22.301065	11	3	MICU	Monday	0	0	0	0	0	0	0	0	0	94	79	99	99	7.5	12.6	469	128	4.4	29	91	14	0.6	null	null	null	0
1,141	1	80.14648	1	null	null	14	5	SICU	Monday	0	1	0	0	1	0	0	0	1	117	80	97.800003	97	13.5	14.1	209	140	3.9	40	99	19	0.7	219	87	170	0
98	0	79.17602	0	65	26.812305	18	9	MICU	Tuesday	0	1	0	1	0	0	0	0	1	85	76	95	91	5.4	9.3	104	133	5.6	28	96	36	1.3	167	49	1,981.550049	0
1,765	0	22.94519	1	91	null	7	6	MICU	Friday	0	0	0	0	0	0	0	0	0	88	96	97.5	97	5.5	14.2	219	140	5.4	20	104	18	1.1	215	42	5,103.139648	0
91	0	42.92924	1	86.7	23.789049	9	7	MICU	Sunday	0	0	0	1	0	0	0	0	1	82	86	99.900002	100	6	14	47	136	3.6	19	105	28	0.8	502	35	15.768	0
897	1	18.13462	1	73.5	21.976317	15	5	SICU	Friday	0	0	0	0	0	0	0	0	0	91	95	98.900002	98	12.1	15.2	177	140	3.8	23	104	12	0.9	77	42	3,120.375	0
385	1	49.08333	1	136	36.495918	15	10	MICU	Thursday	0	0	0	0	0	0	0	0	1	78	91	97.900002	98	21.1	11.7	181	134	5.6	29	98	31	1.6	180	83	4,150	0
410	0	89.87658	0	83.9	37.527716	15	5	MICU	Monday	0	1	0	0	1	0	0	0	0	75.333298	115	97.099998	97	30.6	10.3	530	138	4.8	21	109	63	1.3	382	37	630	1
1,657	0	22.87515	0	61.2	null	12	4	MICU	Saturday	0	0	0	0	0	0	0	0	1	95	96	97.099998	100	11.9	10.4	372	139	3.9	23	106	15	0.6	402	41	890.552002	0
830	1	48.23619	1	99.7	29.810052	14	7	SICU	Wednesday	0	0	0	1	0	0	1	0	0	92	108	98.900002	100	13.8	18	406	150	4.5	23	110	59	1.4	316	36	10	1
539	1	19.59416	1	75	20.286176	10	4	SICU	Thursday	0	0	0	0	0	0	0	0	0	75	60	95.099998	100	13.2	15.3	314	145	3.9	22	111	10	0.9	218	39	null	0
647	1	64.51816	0	55	21.661357	17	10	MICU	Saturday	0	1	0	0	0	0	1	0	1	104	103	96.099998	100	25.4	12.7	253	147	4.3	28	108	21	0.6	92	24	1,150	1
219	0	19.96156	1	85	29.679183	10	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	81	69	100	100	10.4	13.6	241	142	2.2	18	116	11	1.1	219	31	480.9375	0
1,700	0	74.51578	0	71.7	null	11	5	SICU	Wednesday	0	0	0	0	1	1	1	0	0	105	92	97.300003	100	9.3	10.9	413	136	3.8	27	97	38	1.7	382	48	388.5	0
953	0	90.47235	0	53.6	21.612946	18	4	SICU	Sunday	1	0	0	0	0	0	0	0	0	93.333298	97	99.699997	100	7.8	11.8	472	136	5.5	26	97	15	1.1	301	39	340.89801	0
168	1	60.75	1	55	17.135404	9	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	89.333298	89	96.800003	100	6.4	14.1	255	140	3.5	21	100	9	0.9	241	44	462.68335	0
439	0	58.19414	1	108.6	33.392251	8	0	MICU	Wednesday	1	1	0	0	1	0	0	0	1	81.333298	74	97.300003	100	15.2	10.5	246	137	4.8	21	104	29	1.3	126	40	50	0
1,187	1	79.42242	1	102	39.653131	13	9	MICU	Saturday	0	0	1	0	0	0	0	0	1	92	74	97.300003	98	10.4	13.3	119	139	4.4	28	102	32	1.7	56	53	1,743.324951	0
1,331	1	63.89332	1	75	23.724537	16	7	SICU	Wednesday	0	1	0	0	0	0	0	0	1	92	91	101.300003	100	17.1	8.8	322	140	6.4	17	107	17	1.3	298	35	967.625	1
843	1	64.69409	1	73	26.595048	21	7	SICU	Sunday	1	0	0	0	0	1	0	0	0	100	97	93.800003	100	10.2	10.9	125	135	4.1	18	111	23	1	522	27	null	1
517	0	48.60591	1	75	26.687381	14	10	MICU	Monday	1	0	0	0	0	0	0	0	1	99.333298	72	99.800003	98	11.5	9.2	240	143	4.6	21	109	39	5.3	58	32	805.625	0
461	0	80.3031	0	80	35.112419	14	4	SICU	Monday	0	0	0	0	0	0	1	0	0	63	74	100	100	14.7	12.8	298	140	3.7	25	100	13	0.9	null	null	117.199997	1
531	1	83.0125	0	88.4	35.645233	12	4	MICU	Friday	1	1	0	0	1	0	0	0	1	77.333298	80	96.699997	97	12.4	12	243	134	6.2	27	97	35	1.5	36	64	126.799995	1
1,384	0	48.38889	1	82	23.8522	11	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	139	112	97.300003	100	9.5	16.2	227	147	4.2	25	106	7	0.8	241	35	798.080017	0
984	1	72.44588	0	42	21.224031	13	7	SICU	Monday	0	0	0	0	0	0	0	1	0	72	97	98.800003	97	8.9	11.7	416	140	4.2	27	105	7	0.6	461	36	80	0
1,707	1	76.39024	0	90	null	20	6	SICU	Wednesday	0	0	0	0	0	0	1	0	0	104	53	95.800003	97	14.5	15.3	314	140	3.2	27	103	21	1	280	39	1,323.949951	1
814	1	43.25	1	67.5	21.352084	10	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	78	114	97.900002	100	10.6	8.7	191	140	5	18	112	32	1.6	107	53	2,262.699951	0
1,407	0	81.06402	1	70.1	null	13	3	MICU	Monday	0	1	0	0	1	0	0	0	0	94	87	98	96	8.9	15.8	303	139	5.1	29	102	24	1.1	106	49	20	1
880	0	52.20178	1	70	24.908222	13	4	SICU	Saturday	0	0	0	0	0	0	1	0	0	104	71	99.199997	100	9.6	14.2	149	144	3.7	31	106	9	0.9	null	null	1,992.050049	0
973	0	64.62938	1	96.3	32.280558	11	4	MICU	Saturday	0	0	0	0	1	0	0	0	1	94.333298	119	97.300003	86	8.4	15.8	211	135	4	38	93	11	0.8	95	90	null	0
997	0	47.95915	1	117.9	36.251808	11	5	MICU	Sunday	0	0	0	0	0	0	0	0	0	80	76	97.599998	100	9.6	13.2	204	141	4	23	99	11	0.9	460	43	56	0
1,329	1	85.99257	0	45	19.375039	15	6	FICU	Thursday	0	1	0	0	0	0	0	1	1	63.666698	99	97.300003	93	10.6	13.8	204	137	4	31	101	21	0.7	456	36	350	0
856	1	85.10167	1	87.4	29.297204	18	9	SICU	Thursday	0	0	0	0	0	0	1	0	0	102	65	99.5	100	9.8	13.6	175	139	4.4	30	101	25	1.5	283	30	150	0
566	1	34.07742	1	95	27.631881	18	7	SICU	Friday	0	0	0	0	0	0	0	0	0	127	77	92.400002	98	21.7	15.6	288	140	4.7	26	105	11	0.8	130	51	6,255.400879	0
1,185	0	44.90628	1	94.2	30.667988	10	6	MICU	Sunday	0	0	0	0	0	0	0	0	1	106	84	97.400002	100	14.1	16.4	260	141	4.3	27	105	12	1.1	87	46	2,618.605957	0
316	1	56.12842	1	81	25.6225	13	6	SICU	Thursday	1	0	0	0	0	0	1	0	0	94	70	98.400002	100	6.8	14	272	145	4.2	25	110	20	1	370	32	471	0
1,052	0	93.05898	0	55.2	21.55711	14	1	MICU	Friday	1	1	0	0	0	0	0	0	0	86	65	96.599998	100	5.5	14.3	242	135	3.5	31	95	21	0.7	55	26	null	0
1,005	1	79.70048	1	79	28.110708	20	10	SICU	Wednesday	0	0	0	0	0	0	0	0	0	60	59	98.400002	100	12.6	14.4	182	141	4.4	32	100	30	1	289	54	1,818.139771	0
1,753	1	21.32321	0	76	null	17	6	SICU	Saturday	0	0	0	0	0	0	0	0	1	71	103	32	100	30.4	12.1	425	135	3.4	19	107	10	0.6	189	42	2,353.320068	0
1,376	1	86.25436	0	58	21.948286	18	4	SICU	Sunday	1	0	0	0	0	1	0	0	0	108.667	76	97.599998	100	23.1	11.2	264	139	3	30	105	23	0.6	336	48	1,609.609985	0
1,714	0	54.31521	1	80	null	8	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	73	99	98.400002	100	12.4	14.2	187	146	3.7	27	105	21	1.5	135	40	1,564.000122	0
1,207	1	71.33777	0	60	28.574935	17	8	SICU	Monday	0	0	0	0	0	0	0	0	0	83	73	96.900002	100	20.6	11	321	143	4.1	26	108	19	0.8	459	36	1,081.5	0
719	1	56.58333	1	96.6	31.449338	15	10	MICU	Monday	0	0	0	0	0	0	0	0	1	113.667	96	103.5	100	12.2	11.8	239	136	5.3	20	101	69	6.3	135	54	2,715.166748	0
1,102	1	85.37838	0	64.1	23.185391	13	5	SICU	Saturday	0	1	0	0	0	0	1	0	0	97	79	98.099998	99	11.6	14.8	195	142	4	23	107	8	0.7	128	33	180	1
266	0	20.74783	1	73.8	23.042577	8	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	72.666702	63	97	100	12.5	12.8	131	145	4.2	24	113	11	0.8	337	37	2,734.496094	0
1,566	0	70.47737	0	82	null	13	3	MICU	Monday	0	0	0	0	1	0	0	0	1	88	113	96.300003	93	10.4	15.7	307	142	4.5	33	97	12	0.8	84	96	1,000	0
1,362	1	24.63553	1	80	29.812877	10	3	SICU	Tuesday	0	0	0	0	0	0	0	0	0	80	88	96	100	10.5	14.4	363	147	3.7	26	103	18	1	527	30	2,511.600098	0
963	1	81.39261	0	75.8	26.03091	23	7	SICU	Saturday	0	1	0	0	0	0	0	0	0	122	136	99.800003	99	10.8	13.7	207	140	3.3	23	103	10	0.6	296	35	2,801.246094	0
1,298	0	30.44091	1	106	31.693736	10	5	SICU	Thursday	0	0	0	0	0	0	0	0	1	109	118	97.300003	100	11.4	15.7	231	138	3.6	24	100	13	0.9	201	49	null	0
184	1	52.90905	0	70	25.541366	null	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	93.666702	86	99.400002	100	6.8	11.9	272	141	3.1	27	102	11	1	477	40	2,167.199951	0
363	1	51.784	0	55	19.570746	10	6	SICU	Friday	0	0	0	0	0	0	0	1	0	31	87	97.599998	100	19.5	12.9	284	135	3.9	28	103	8	0.6	120	37	782	0
1,157	0	83.28533	0	81.6	33.735443	14	5	MICU	Monday	0	0	0	0	0	0	0	0	1	91.666702	81	97.699997	99	13.5	12.3	167	139	4	23	106	17	0.8	122	42	167.343994	0
365	1	51.27648	1	89.2	29.040176	14	5	SICU	Tuesday	0	0	0	0	0	1	0	0	0	88.666702	96	99.199997	99	15.3	10.5	135	136	4.2	21	106	17	0.6	489	34	0	0
948	0	36.90843	0	49.1	16.609325	11	5	MICU	Thursday	0	0	0	0	0	0	0	0	1	76.666702	57	95.900002	100	8.9	12.2	167	139	3.6	26	104	8	0.9	178	40	null	0
492	1	47.65209	0	65	23.846202	16	6	SICU	Wednesday	0	0	0	0	0	0	0	1	0	79	67	96.199997	100	9.3	7.8	175	135	3.9	27	106	9	0.5	207	36	2,617.050049	0
1,073	1	40.57761	1	69	18.86148	12	8	SICU	Friday	0	0	0	0	0	0	1	0	0	94.666702	96	97.900002	100	13.8	14.7	231	137	4.1	26	99	13	0.9	305	29	100	1
785	1	39.67946	1	81.8	23.792504	17	8	SICU	Saturday	0	0	0	0	0	0	0	0	0	93	100	97.099998	100	19.1	9.1	166	143	1.9	24	122	12	0.6	203	38	8,399.039063	0
824	1	48.81411	0	90	36.290395	11	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	85.666702	58	96.800003	100	14.8	11.8	474	139	3.6	22	104	18	0.8	153	43	381.75	0
161	1	88.24558	0	57.4	21.05803	17	6	SICU	Monday	0	1	0	0	0	0	1	0	0	92	110	96.5	100	9.3	12	188	140	4.3	24	110	23	1	157	31	1,351.25	1
1,173	0	81.84382	1	47.5	21.150574	18	5	MICU	Monday	0	0	1	0	0	0	0	0	0	116.667	88	98.599998	98	5.7	14.3	205	139	3.8	30	101	24	1	null	null	3,994.499756	0
1,771	1	68.48606	1	76.6	null	17	8	MICU	Sunday	0	0	0	0	1	0	0	0	1	106	62	96.5	92	11.5	14.8	294	135	3.4	23	100	17	0.9	253	35	100.1175	1
910	0	52.99618	1	76.1	24.072497	13	6	MICU	Friday	1	0	0	0	0	1	0	0	0	87.333298	118	100	100	13.1	11.3	278	142	4.4	19	105	20	1.4	47	61	545.741577	0

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