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
1,311	1	27.10253	1	100.5	30.901669	16	7	SICU	Saturday	0	0	0	0	0	0	0	0	1	85	113	94.900002	100	6.4	14.4	251	144	3.2	26	105	17	1.1	41	50	5,297.999512	0
1,720	0	54.89995	1	88	null	10	4	MICU	Friday	0	0	0	0	1	0	0	0	0	100	99	95.5	95	7.8	15.5	180	121	4	25	88	17	0.8	169	44	0	0
1,223	0	50.22481	1	75	26.374757	12	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	96.333298	53	98.199997	99	6.1	15.2	229	137	4.1	22	104	16	1.2	68	35	867.5	0
529	1	86.29769	1	81.3	23.975743	20	7	SICU	Tuesday	0	0	0	0	0	1	1	0	0	118.333	91	102.300003	100	9.7	13.1	154	140	3.8	21	108	24	1.1	192	38	119.556	1
440	0	25.18002	0	68	24.196559	9	3	FICU	Saturday	0	0	0	0	0	0	0	0	0	94.666702	119	96.300003	100	10.1	15.7	254	139	3.8	25	104	11	0.6	311	50	null	0
360	1	23.12886	0	96.6	30.557204	14	7	SICU	Tuesday	0	0	0	0	0	0	0	0	0	103.667	106	97.400002	100	7.5	11.9	232	139	4.2	28	105	12	0.9	244	50	4,201.869629	0
260	0	62.02918	0	74	28.899025	13	5	MICU	Sunday	0	0	0	0	0	0	0	0	0	103	81	98.199997	100	14.9	12.7	246	138	4.4	22	106	27	0.9	103	43	42.380001	0
1,176	1	81.44869	0	72.6	24.733427	17	6	SICU	Monday	0	1	0	0	0	0	0	0	0	89	60	98.400002	100	7.5	10.4	375	134	6.4	24	100	11	0.8	351	39	3,137.273438	0
1,191	0	64.01832	1	90	26.909776	15	6	MICU	Wednesday	0	0	0	0	0	0	0	1	0	126.333	108	99.199997	96	14.3	12.3	331	137	3.4	27	99	11	0.6	null	null	84.809998	1
679	0	49.45824	1	67	25.354055	13	4	MICU	Saturday	0	0	0	0	0	0	0	0	1	109.333	94	98.800003	93	23.1	12	341	140	5.6	11	103	15	1.3	576	27	2,100	0
1,183	0	30.13805	1	103	30.796744	8	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	81	112	99	100	26.1	13.3	366	141	3.7	21	110	17	0.9	189	43	2,837.700195	0
1,132	0	55.92765	1	91.7	29.854082	12	5	MICU	Friday	0	0	0	0	0	1	1	0	1	104	70	98.300003	99	4.5	13.2	217	150	3.9	28	109	17	0.9	140	46	3,677.5	0
1,520	1	19.02563	1	73	null	11	3	SICU	Thursday	0	0	0	0	0	0	0	0	0	99	113	97.300003	100	15.7	15.5	299	141	3.9	25	107	13	0.9	449	44	635.859985	0
1,098	0	51.06675	0	109	41.630884	11	3	MICU	Wednesday	0	0	0	0	0	0	0	1	0	83.666702	120	98.300003	100	28.9	9	259	135	4.9	26	105	16	1	107	48	802.320007	0
1,355	0	24.91372	1	80.4	22.860685	10	3	MICU	Tuesday	0	0	0	0	0	0	0	0	0	89.666702	84	99.800003	100	7.2	16.3	278	139	5	26	103	10	1.1	544	37	2,630.936035	0
1,768	1	88.17993	0	null	null	17	7	MICU	Sunday	0	0	0	0	0	1	0	0	0	69	80	97.800003	100	9	15.3	487	139	4.1	23	101	16	0.6	250	39	4,390	0
472	1	34.84446	0	54.1	20.89437	13	6	SICU	Sunday	0	0	0	0	0	0	0	0	0	115.667	97	98.099998	100	17.5	12.1	372	143	4.6	15	107	14	0.8	114	32	1,115.153076	0
1,690	0	25.4002	0	53.9	null	9	3	SICU	Wednesday	0	0	0	0	0	0	0	0	0	103	95	97.400002	99	15.6	15	411	146	3.6	20	110	6	0.6	null	null	1,492.240112	0
1,100	1	46.74424	0	68	34.843045	11	4	MICU	Thursday	0	0	0	0	0	0	0	1	1	77	101	98.800003	100	17.7	8.4	257	139	4.5	18	108	14	0.6	218	42	300	0
469	0	90.01274	0	59.8	21.301557	21	6	SICU	Saturday	1	1	0	0	0	0	1	0	1	109.667	118	96.599998	100	10.6	9.5	347	144	6.1	25	110	27	0.6	412	36	327	1
1,002	1	49.12807	1	75	25.140621	21	10	SICU	Thursday	0	0	0	0	0	0	0	1	0	105	94	98.699997	100	7	10	109	143	3.3	26	109	6	0.5	159	36	4,508.125	0
1,645	0	25.13338	0	90.5	null	14	5	MICU	Thursday	0	0	0	0	0	0	0	0	1	95	103	98	100	17.6	13.2	89	134	7.3	18	109	15	1	null	null	2,011.475098	0
845	1	72.25	0	83.1	22.868389	18	8	SICU	Wednesday	0	0	0	0	0	0	1	0	0	107	69	98.400002	100	14.2	15.2	303	137	4	24	99	14	0.8	94	41	9.972	0
1,314	0	68.79575	1	null	null	19	7	MICU	Monday	0	0	0	0	1	0	0	1	1	83.333298	106	96.800003	100	14.9	10.3	240	139	3.9	40	101	16	0.8	402	144	300	0
803	0	76.8167	0	83	37.050774	19	3	MICU	Wednesday	1	1	0	0	1	0	0	0	0	94.666702	93	98.099998	100	9.3	9.8	289	136	4.9	34	93	48	1.1	89	52	44	0
1,466	0	25.94952	0	56	null	10	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	64	97	98.800003	100	14.3	10	209	133	4.2	21	107	12	0.7	128	36	null	0
1,517	0	84.28094	0	54	null	null	4	SICU	Saturday	0	0	0	0	0	0	1	0	0	97	74	97.800003	98	14.2	11	681	139	3.3	26	105	13	0.7	null	null	311.619995	1
1,254	0	59.48772	1	118	42.223811	19	8	MICU	Saturday	0	0	0	0	0	0	0	0	1	83.333298	142	102.400002	97	12.3	14.9	229	137	3.7	28	98	21	1.2	72	40	3,034.209717	0
478	1	55.78682	1	96	29.09398	18	7	MICU	Friday	0	0	0	0	0	0	0	0	1	83.666702	110	99.300003	100	17.5	19	174	151	4.7	21	105	7	0.9	66	40	297.700012	0
957	1	41.99529	1	70	19.76128	13	3	SICU	Monday	0	0	0	0	0	0	0	0	0	127	83	95	100	18	12	257	140	4	16	111	17	1	295	52	2,488.400146	0
1,090	1	25.73981	1	90	26.218303	13	5	SICU	Tuesday	0	0	0	0	0	0	0	0	0	105	60	99	100	18.2	11	138	142	4	24	109	16	1	224	38	2,097.800049	0
249	0	53.06354	1	67	23.134375	16	10	MICU	Tuesday	0	0	0	1	0	0	0	0	1	80	100	100.099999	96	2.7	11	43	138	4.7	19	109	34	2	92	27	1,552	1
800	1	58.96277	1	80	24.598343	15	5	SICU	Friday	0	0	0	0	0	0	1	0	0	91	103	98.400002	100	13.5	13.7	170	142	3.5	27	106	16	1.2	444	39	2,798.899902	1
1,336	1	49.93413	1	124.3	33.356196	14	13	SICU	Friday	0	0	0	1	0	0	0	0	0	114	108	99.32	100	9.4	11.4	84	135	3.4	26	103	17	1.3	204	39	1,358.740112	0
524	0	71.54818	0	96.9	30.418979	17	11	MICU	Monday	0	0	1	0	0	0	0	0	1	58	65	97.300003	96	13.3	11.7	246	138	5.4	28	97	57	6.3	67	65	null	0
1,495	1	80.71225	1	98.4	null	23	8	SICU	Monday	0	1	0	0	0	0	0	0	0	76	68	97.400002	100	11.4	8.9	250	138	4.5	22	102	27	0.9	432	43	1,575	1
1,548	1	39.11591	0	70	null	12	3	SICU	Thursday	0	0	0	0	0	0	0	0	0	107	112	98.699997	100	11	12.9	321	145	3.8	20	112	6	0.6	497	45	1,900.400024	0
1,084	0	73.49376	0	140	52.978622	14	6	MICU	Thursday	0	0	0	0	1	0	0	0	1	101	97	96.900002	100	12.6	10.8	254	139	4.3	30	103	17	0.6	507	63	273.799988	0
1,537	1	51.33333	0	83	null	17	8	SICU	Wednesday	0	0	0	0	0	0	0	0	0	71	68	95.5	100	16.4	9.1	228	147	3.9	22	108	13	0.8	136	43	1,449.080078	0
197	1	49.80052	1	79	28.110708	14	9	SICU	Monday	0	1	0	1	0	0	0	1	0	106	102	99	100	5.8	15.7	200	140	4.2	27	104	13	1	189	39	5,808.642578	0
831	0	27.32809	1	83.7	28.056933	9	3	MICU	Sunday	0	0	0	0	0	0	0	0	0	107.667	95	101.199997	100	null	null	null	null	null	null	null	null	null	null	null	null	0
1,754	1	46.08333	1	80	null	14	5	SICU	Friday	0	0	0	0	0	0	0	0	0	103	69	98.5	100	18.5	12.6	354	139	4.3	26	100	33	1.8	169	44	12	0
467	0	97.46106	0	50.6	21.786155	18	6	MICU	Sunday	1	0	0	0	0	0	0	0	1	84	104	103.800003	99	10.7	8.6	346	140	4.9	14	107	69	2.9	414	27	2,931.612061	1
867	0	73.38408	1	93.6	27.224674	17	6	MICU	Saturday	0	0	0	0	0	0	1	0	1	64.666702	85	102.5	100	25.5	9.9	317	137	4.3	34	97	50	0.8	46	57	28	1
986	0	86.05196	1	50	21.823775	null	11	MICU	Monday	1	0	0	0	0	1	0	0	1	108.667	110	100.599999	100	10.9	13.6	393	144	5	25	108	22	0.9	75	56	1,239	1
726	1	37.5881	0	62	25.00005	15	8	MICU	Sunday	0	0	0	0	0	0	0	0	0	107.333	66	97	100	10.6	13.7	329	132	4	20	108	6	0.5	225	35	291.140015	0
1,214	0	65.87012	0	108	37.137962	11	5	SICU	Monday	0	0	0	0	0	0	1	0	0	75	99	99.599998	100	11.1	12.5	325	136	6.5	24	102	20	0.8	155	41	495.906677	0
939	1	92.68443	0	56.8	22.903272	19	4	MICU	Sunday	1	0	0	0	0	1	0	0	0	105	30	99.800003	89	7.9	10.9	231	119	4.7	20	85	28	1.2	25	39	120	0
254	1	50.36532	1	81	23.588901	13	3	SICU	Sunday	0	0	0	0	0	0	0	0	0	97	112	96.620003	100	9.6	13.1	369	136	3.6	23	102	15	1	146	38	2,793.271973	0
594	0	41.13275	1	96	33.147761	15	4	MICU	Friday	0	0	0	0	0	0	0	0	1	71	70	96.199997	100	14.5	12.9	241	125	5.2	20	94	13	0.6	null	null	783.484985	0
1,252	1	80.11048	1	61.4	23.97838	14	8	MICU	Thursday	0	0	0	0	1	0	0	1	1	88.333298	106	100.900002	100	18.6	12.1	392	143	3.8	20	108	54	4.6	58	27	2,310	1
1,395	0	47.49622	0	68	null	16	4	MICU	Saturday	0	0	0	0	0	0	0	1	1	107	87	97.199997	100	3.4	11.5	155	144	3.2	29	104	12	1	448	33	407.76001	0
192	0	39.43645	1	77	25.710193	9	3	MICU	Tuesday	0	0	0	0	0	0	0	1	1	105.667	127	99.800003	100	3.1	13.1	110	144	3.4	23	107	6	0.6	212	30	2,200	0
473	0	50.02464	0	null	null	11	4	MICU	Saturday	0	0	0	0	0	0	0	0	0	85.666702	88	100.400002	100	15.8	10.8	248	141	3.6	22	107	12	0.5	101	44	3,607	0
1,091	0	58.08333	1	78.3	23.411505	12	6	MICU	Friday	0	0	0	0	0	0	0	0	1	71.333298	57	97.599998	98	10.6	11.1	395	129	3.7	23	93	14	0.4	77	41	400	0
929	0	45.93987	0	63	24.659498	11	3	MICU	Wednesday	0	0	0	0	0	0	0	0	1	64	128	97.699997	100	21.1	12.2	288	139	3.3	22	104	10	0.7	73	37	2,558	0
995	1	22.66535	1	75	29.959568	15	8	SICU	Tuesday	0	0	0	0	0	0	0	0	0	84	122	96.599998	98	26.6	12.2	324	138	3.8	24	114	13	1.1	296	56	1,869	0
682	1	47.29488	1	68	21.510207	16	7	SICU	Friday	0	0	0	0	0	0	0	1	1	99	98	98.400002	99	7.6	13.3	310	139	4.1	26	100	20	0.9	301	38	100	0
523	0	61.92139	0	137	58.138384	10	7	MICU	Tuesday	0	0	0	0	0	1	0	0	1	82	52	96.300003	95	6.4	12.3	193	138	3.8	25	106	17	1	61	70	null	0
498	0	74.57282	1	65	20.695088	7	2	SICU	Monday	0	0	0	0	0	0	1	0	0	99.666702	89	99.599998	100	9.3	15	501	141	3.5	28	102	11	0.4	258	33	2,503.350342	0
1,689	1	22.06195	1	88.2	null	22	10	MICU	Wednesday	0	0	0	0	0	0	0	0	0	66	104	95.900002	96	13.7	16.3	221	145	4	20	104	14	1.4	96	36	1,133.505005	1
713	0	26.0675	0	72	26.513118	15	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	89.666702	74	96.5	99	11.9	13.9	257	143	2.9	27	100	10	0.7	202	39	3,470.719482	0
1,144	0	21.36342	1	70	24.908222	8	3	SICU	Sunday	0	0	0	0	0	0	0	0	0	83.666702	82	99.300003	100	6.2	14.5	238	141	4.2	21	105	12	0.8	null	null	null	0
658	1	23.39814	1	82.8	29.762793	14	6	MICU	Saturday	0	0	0	0	0	0	0	0	1	62.333302	94	99.099998	100	23.1	14	309	140	4.5	23	106	16	0.9	85	60	1,535.54541	0
1,190	0	84.7992	1	77.9	27.719293	20	4	MICU	Monday	1	0	1	0	0	1	0	0	0	85	64	97.400002	100	6.4	11	234	146	4.2	23	108	78	5.4	null	null	243	0
115	1	84.25301	0	null	null	18	5	SICU	Tuesday	0	0	0	0	0	0	0	0	1	84.333298	84	98.099998	100	14.3	10.4	219	137	4.1	24	104	25	0.6	497	40	2,649	0
753	0	65.84285	1	109.7	33.682763	13	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	118	112	99.599998	99	9.7	17.8	179	144	4.6	28	102	14	0.9	55	53	1,466.56543	0
826	1	67.61501	1	83.9	26.539849	19	10	SICU	Friday	1	1	0	0	0	0	0	0	1	81	88	100.580002	96	18.8	15.3	424	134	5	24	98	26	1.5	116	40	349.549255	0
17	0	90.37012	0	null	null	null	4	MICU	Thursday	0	1	0	0	0	0	1	0	0	98	103	94.800003	100	13.5	13.3	248	139	5	22	102	15	1	459	30	null	1
1,045	0	46.23701	0	64	26.650427	14	5	SICU	Saturday	0	0	0	0	0	0	0	0	1	93	93	99.099998	100	9.6	12	235	139	3	30	101	10	0.6	null	null	1,799.200317	0
1,436	1	19.27534	1	80	null	9	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	83	97	97.300003	99	26.4	9.5	310	141	3.4	21	110	12	0.8	212	50	804.166687	0
59	1	49.13031	1	120	40.224994	14	7	SICU	Wednesday	0	0	0	1	0	0	0	0	0	81	93	97.699997	100	27.5	15.9	171	144	4.3	21	107	24	1	241	46	1,390.400024	0
162	0	63.07547	1	102.5	30.647245	16	7	MICU	Friday	0	0	0	0	0	0	0	0	1	75	65	96.900002	100	13.6	13	315	121	4.3	23	88	11	0.6	415	38	2,150	0
1,295	1	79.48125	0	null	16.740302	16	6	MICU	Saturday	1	1	0	0	1	0	0	1	1	117	87	99.5	100	8	11.7	405	139	4.2	32	95	18	0.6	156	58	620	1
1,633	0	55.65299	1	92	null	17	4	SICU	Tuesday	0	0	0	0	0	0	0	1	0	90	80	99.199997	96	8	11.2	296	137	4.4	26	101	15	0.9	160	42	2,684.600098	0
1,012	0	24.5	0	null	null	12	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	74	81	98.599998	100	18.9	12.2	232	141	3.9	21	106	7	0.7	null	null	2,200	0
1,698	0	48.68492	0	48.1	null	8	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	101	74	98.699997	100	7.4	10.4	268	140	3.6	24	106	12	0.7	512	43	75	0
1,467	0	71.31725	1	43.6	null	15	7	MICU	Saturday	0	0	0	0	1	0	0	1	0	87	71	97.400002	100	7.2	11.7	209	139	2.9	26	101	6	1	127	50	1,028.599976	0
1,007	1	61.32783	1	63	23.112472	16	9	SICU	Sunday	0	0	0	0	1	0	0	0	1	120	82	95.800003	93	10.6	11.9	168	131	5.7	19	96	17	1	170	76	7,951.151855	0
587	0	52.34117	1	75	24.604283	10	7	SICU	Thursday	0	0	0	0	0	0	0	0	1	75	70	98	100	5.9	14.9	145	142	3.9	26	108	13	1	393	44	null	0
190	1	36	1	73.1	26.086553	23	8	MICU	Thursday	1	0	0	0	0	0	0	1	0	69.666702	137	96.800003	100	1	9.6	97	128	5.4	4	90	66	1.7	228	11	5,050	1
560	1	64.30265	1	86	30.60153	13	6	FICU	Monday	0	1	0	0	0	0	0	0	1	87.666702	85	99.5	100	17	14.9	235	141	3.1	22	105	14	0.7	303	48	2,214.100098	0
761	0	46.17438	1	100	28.757157	11	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	58.333302	80	96.5	100	14.6	13.1	278	147	4	30	102	10	0.8	374	57	4	0
536	1	73.77426	1	79.1	35.386653	19	6	SICU	Saturday	1	1	0	0	0	0	0	0	0	101.667	95	99.400002	100	11.4	14	198	129	3.9	25	89	10	0.8	436	40	3,412.999756	1
357	1	77.68528	0	109	42.567482	14	5	SICU	Saturday	1	0	0	0	0	0	0	0	0	56	77	94.900002	100	17.7	9.1	227	140	4.4	23	111	20	1.1	323	47	5,730.47998	0
1,356	1	28.66398	0	50.4	20.88293	11	3	SICU	Monday	0	0	0	0	0	0	0	0	0	104.667	101	96.400002	100	15.8	12.7	203	141	3.2	20	106	7	0.5	494	28	null	0
855	1	60.85154	1	89.5	24.248033	17	7	SICU	Monday	0	0	0	0	0	1	1	0	0	100	92	97.099998	100	11.1	14.3	379	144	3	29	105	13	0.7	112	43	442.992493	1
1,317	0	77.50816	1	83	34.401074	18	null	MICU	Saturday	1	0	0	0	1	0	0	0	1	87.666702	75	97.900002	100	11.4	14	213	140	4.3	38	98	20	0.5	138	68	1,175	0
315	0	24.27459	1	66.2	20.790833	7	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	83	86	97.300003	100	12.1	14	257	141	3.3	18	102	11	1	null	null	null	0
1,165	0	26.4819	1	83.5	22.411606	10	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	73	59	95.599998	100	14.3	14.2	177	143	3.7	21	113	10	1	null	null	1,555.409912	0
1,538	0	19.99842	1	83	null	null	4	MICU	Saturday	0	0	0	0	0	0	0	0	1	95	96	97.400002	100	10.4	14.4	192	138	4	22	103	17	1	573	52	1,124.660034	0
1,560	0	91.4	1	null	null	17	8	SICU	Friday	0	0	0	0	0	0	0	0	0	95	78	97.699997	100	19.5	9.8	319	136	4.4	23	106	30	1.6	79	50	2,700	0
1,648	0	19.16406	0	95	null	10	5	MICU	Friday	0	0	0	0	0	0	0	0	1	74	94	97.599998	100	19.3	11.9	267	139	3.9	21	106	11	0.9	243	37	1,242.675049	0
1,322	1	62.69801	0	63.9	22.737649	21	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	86.666702	54	95.199997	100	6.5	11.5	161	138	3.8	26	103	23	0.7	267	45	2,520.686768	0
276	0	20.77926	1	67.7	19.737439	12	5	SICU	Monday	0	0	0	0	0	0	0	0	0	103.667	108	97.400002	100	9.2	13.4	189	142	4.1	22	107	12	0.7	262	38	190	0
1,420	1	25.89849	1	98	null	12	4	SICU	Sunday	0	0	0	0	0	0	0	0	1	53	122	99.199997	100	17.9	13.9	249	139	4.2	17	104	7	0.6	360	41	null	0
869	0	29.99765	1	75	24.987701	9	3	SICU	Monday	0	0	0	0	0	0	0	0	0	91	87	97	100	9.1	14.4	327	145	3.2	25	107	8	0.9	107	47	2,681.125	0
1,649	1	56.76013	0	58.7	null	16	4	SICU	Tuesday	0	0	0	0	0	0	1	0	1	122	73	102.099999	100	14.7	15.6	244	134	5.5	28	94	18	0.8	528	30	0	0
641	1	60.42384	1	87	26.438432	17	5	SICU	Sunday	0	0	0	0	1	0	0	1	0	117.333	102	99.300003	100	18.4	12	321	139	5.9	12	96	12	1.4	341	33	563.470032	0
1,412	1	51.24556	0	77.1	null	18	9	MICU	Sunday	0	0	0	1	0	0	0	0	1	105	88	98.099998	99	15.7	11	245	118	4.2	23	83	9	0.4	413	65	1,672.416748	0

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