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
1,263	0	51.22008	0	40	16.155232	14	6	MICU	Saturday	0	0	0	0	0	0	0	1	1	69.666702	118	32	99	10.5	10.4	250	137	3.7	25	100	21	0.8	33	33	0	0
1,237	1	60.00661	1	null	25.871375	13	7	SICU	Monday	0	0	0	0	0	0	0	0	0	80.666702	84	98.900002	100	7.4	13.8	294	144	4.2	27	106	9	1	174	59	990	0
155	1	19.89335	0	65	23.846202	7	3	FICU	Tuesday	0	0	0	0	0	0	0	0	0	80	120	99.199997	100	16.5	13.1	209	146	3.8	22	111	12	0.7	442	49	2,050.299805	0
317	1	87.22146	1	72.5	33.290944	17	5	SICU	Sunday	0	1	0	0	0	0	0	0	1	57	53	97.699997	99	6.8	14.5	141	139	3.9	22	105	21	0.7	169	37	3,741.881348	1
1,445	0	86.83248	1	67.9	null	17	5	MICU	Sunday	0	0	1	0	0	0	0	0	0	85	104	99.900002	100	3.3	11.8	281	146	4.8	22	112	77	2	259	36	637.5	0
1,279	1	47.18445	1	85	25.414788	14	null	SICU	Thursday	0	0	0	1	0	0	0	0	1	82.333298	104	98.900002	100	19.3	6.2	130	132	4.8	18	100	33	1.8	62	35	200	1
638	1	51.91667	1	87.7	26.222082	14	5	SICU	Thursday	0	0	0	0	0	0	1	1	0	95.333298	75	97.800003	100	11.7	14.9	222	142	4	26	108	16	1.1	259	39	1,323.651489	0
1,101	0	78.70963	1	117	39.219369	16	6	MICU	Sunday	1	0	0	0	0	0	0	0	0	75.333298	95	99.5	100	20.1	14.1	274	129	4.5	19	92	20	1.2	253	34	2,632.5	0
120	0	27.68507	1	58.7	20.268474	8	4	MICU	Tuesday	0	1	0	0	0	0	0	0	0	85.666702	90	98.599998	100	10.2	13.8	263	137	3.8	28	99	17	1.1	457	42	4	0
226	0	82.52414	0	70.1	25.717211	19	6	SICU	Monday	1	0	0	0	0	0	0	1	0	89	60	100.300003	100	5.7	9.9	170	143	3.3	32	100	29	1.5	262	33	2,951.824219	1
876	0	68.24558	1	98	42.410755	16	3	MICU	Sunday	0	0	0	0	0	0	0	0	1	123	94	96.300003	100	7.3	16.2	239	141	3.2	28	102	12	0.9	249	55	716	0
94	0	46.97546	1	84.6	25.295189	12	9	MICU	Wednesday	0	0	0	1	0	0	0	0	0	91	96	96.199997	96	2.5	10.6	58	137	3	23	104	19	1	124	26	null	0
822	1	42.99124	1	94	29.734753	13	8	MICU	Thursday	0	0	1	0	0	0	0	1	1	86	92	97	98	12.2	8.9	340	139	4.6	27	103	47	2.7	46	35	270	0
632	0	48.8427	1	59.3	21.755073	23	14	MICU	Sunday	0	0	0	0	0	0	0	0	1	112.667	87	98.800003	97	18.1	6.7	225	135	3.9	14	108	40	1.8	63	36	2,356.519531	1
165	1	59.57193	0	63	26.871342	16	9	SICU	Friday	0	0	0	0	0	0	0	0	0	79.333298	101	95.400002	100	8.4	12.7	72	138	3.9	13	99	11	0.7	542	31	457.25	0
1,321	0	25.79822	0	76.8	29.568136	18	4	MICU	Wednesday	0	0	0	0	0	0	0	0	0	71	78	99	97	9.2	13.5	230	139	4.7	19	111	12	0.9	265	24	6,710.299805	0
307	1	43.53545	0	60	22.705124	12	3	SICU	Sunday	0	0	0	0	0	0	0	0	0	86.333298	74	95.599998	100	12.2	11.2	402	142	3.7	22	111	13	0.6	540	46	2,750.149902	0
883	0	55.5	1	75	18.23916	13	4	MICU	Sunday	0	0	0	0	0	0	0	0	1	132	110	97.400002	98	4.2	13.2	254	143	3.7	25	106	6	1	543	38	0	0
119	0	32.58633	0	67.2	26.940419	10	3	MICU	Friday	0	0	0	0	1	0	0	0	1	89.333298	121	97.400002	99	11.5	13.1	237	146	3.6	21	117	9	0.7	null	null	2,601.203613	0
686	0	57.07955	0	53.5	21.548446	null	5	MICU	Thursday	0	0	0	0	0	0	0	0	0	90.666702	66	97	99	7.8	12.8	225	140	3.2	23	105	14	0.4	501	44	1,026.25	0
1,260	1	51.38469	1	68.5	26.751124	9	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	75	67	97.099998	99	16.5	11.2	235	140	4.2	27	110	17	0.9	312	48	2,859.439453	0
62	0	38.84532	1	80	25.614665	17	10	MICU	Wednesday	0	1	0	0	0	0	0	0	0	112.667	72	101.400002	100	6.7	14	133	139	4.1	26	103	4	0.7	78	48	2,225	0
614	0	93.40172	0	66.6	28.422253	18	6	MICU	Tuesday	0	0	0	0	0	0	0	0	0	78.666702	67	99.800003	100	17.9	12.4	126	143	3.7	27	100	22	1	103	39	991.117981	0
349	0	26.61301	1	101.2	38.422615	12	6	SICU	Sunday	0	0	0	0	0	0	0	0	0	74.666702	107	100.199997	100	5.9	14	136	144	3.1	25	107	9	0.7	152	40	null	0
1,674	1	75.66667	1	128.8	null	19	8	SICU	Thursday	0	1	0	0	1	0	1	0	1	124	122	97.099998	97	7.8	15.7	167	139	5	26	103	42	1.5	183	84	0	0
1,431	0	86.9681	1	78	null	null	3	SICU	Friday	1	1	0	0	0	0	1	0	1	76	69	95.800003	100	7.3	12.2	178	141	4	30	103	25	0.9	null	null	382.580048	1
1,635	1	46.46515	0	114.2	null	13	5	SICU	Tuesday	0	0	0	0	0	0	1	0	1	110	85	98.5	100	12.9	10.9	320	135	3.8	32	96	18	0.8	309	54	2,315.169189	0
1,024	0	62.3375	0	124	50.0001	13	9	MICU	Saturday	0	0	0	0	0	0	0	0	1	96.666702	78	97.300003	100	7.2	8.7	137	142	3.9	25	102	126	7.5	112	43	106.800003	1
573	0	83.32187	0	65	31.223868	19	4	MICU	Tuesday	0	0	0	0	0	0	0	1	0	110	89	99.300003	95	20.7	14.1	618	142	4.8	28	105	30	1.2	null	null	47.124996	0
815	0	78.42407	1	65	23.344904	19	5	MICU	Wednesday	0	0	0	0	1	0	0	0	1	65.333298	65	99.199997	93	9.9	9.7	392	139	4.1	35	100	9	0.6	70	61	550	0
579	1	47.47859	0	45	17.573731	17	6	MICU	Friday	0	0	0	0	0	0	0	0	1	97.333298	91	99.800003	100	15.3	14.9	183	147	2.9	39	105	38	0.8	167	67	13,910	0
1,688	1	58.36732	0	69.9	null	12	8	MICU	Wednesday	0	0	0	1	0	0	0	1	1	94	97	97.400002	100	5.3	8	222	139	4.4	20	113	14	0.8	401	39	137.300003	0
404	1	69.31324	0	null	null	15	7	MICU	Monday	1	0	0	0	0	1	0	1	0	84	89	98	100	13.3	8.4	448	145	2.5	20	102	86	1.7	223	33	120	1
1,306	1	69.67951	1	88	26.365833	13	10	MICU	Monday	1	0	0	0	0	0	0	1	1	86	70	98.300003	16	13.4	13.4	143	136	3.8	30	105	19	2.3	187	34	300.839996	0
450	0	34.03557	0	257.6	94.504331	8	2	MICU	Saturday	0	0	0	0	0	0	0	0	0	57.666698	101	101.599999	96	13.2	10.1	196	131	5.4	28	97	19	0.8	105	43	2,075	0
101	1	24.03824	1	80	23.919801	11	6	SICU	Sunday	0	0	0	0	0	0	0	0	0	98	81	94.82	100	20.5	12.7	216	143	4.2	21	112	14	1	71	44	3,813.600098	0
1,189	0	24.73666	0	71.4	31.813435	7	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	88.666702	88	96.5	100	7.5	12.7	172	139	3.1	25	105	13	0.8	455	40	null	0
791	1	58.03685	0	67.6	21.701057	24	10	MICU	Saturday	0	0	0	0	0	0	0	1	1	75.666702	123	96.599998	100	5.7	9.3	255	138	4.2	17	102	31	1.8	86	37	480	1
1,166	0	67.03221	1	100	29.560786	15	7	SICU	Thursday	0	0	0	0	0	0	0	0	0	111	85	99.599998	96	11.6	14.3	215	144	4.6	32	100	26	1.1	147	53	2,443.25	1
1,728	0	58.87845	1	87.7	null	12	9	SICU	Tuesday	0	0	0	1	0	0	0	0	1	81	71	96.599998	100	8.8	12.4	124	146	4.1	24	109	13	0.9	129	50	845.261963	0
238	0	38.1206	1	81.2	25.58209	8	0	MICU	Tuesday	0	0	0	0	0	0	0	0	1	88	97	97.300003	99	6.9	9.7	407	137	4	26	101	21	0.9	468	39	75	0
333	1	60.22065	0	null	null	24	8	MICU	Monday	0	0	0	0	0	0	0	0	0	57.666698	58	97.400002	100	10.7	8.6	151	131	3.6	26	101	64	2.1	185	48	4,823.75	0
429	1	76.0187	1	73.4	21.946417	19	10	SICU	Thursday	0	0	0	0	0	0	1	0	1	148.332993	88	101.199997	93	12.8	15.7	197	142	3.4	26	102	13	1.2	85	34	1,630	1
436	0	80.48787	1	59.2	17.219025	12	4	MICU	Monday	1	0	1	0	0	0	0	0	1	85.333298	71	96.800003	96	13.3	9.9	321	139	2.7	23	100	35	2.5	151	27	210	1
757	0	84.65305	0	69.4	29.880615	16	7	MICU	Wednesday	1	0	1	0	1	0	0	0	1	92.666702	54	96.400002	100	4.3	12.3	157	143	4.4	33	102	31	1.4	151	76	920	0
1,341	1	80.51813	1	72.6	25.521935	23	7	MICU	Thursday	0	0	0	0	1	0	0	0	1	104	95	101.800003	97	12.8	16.2	176	143	3.6	27	102	20	1	61	26	987.916687	0
551	1	29.36255	0	50	21.527821	11	5	SICU	Monday	0	0	0	0	0	0	0	0	0	65.666702	73	96.599998	100	18.9	11.4	208	139	3.9	24	107	13	1.2	44	41	12.75	0
1,599	0	65.86993	1	136	null	13	7	SICU	Monday	1	0	0	0	1	1	0	1	1	80	64	96.699997	99	16	17	169	141	4.6	28	100	16	0.9	109	53	1,097.040039	0
204	0	55.6905	1	null	null	12	3	MICU	Sunday	0	0	0	0	0	0	0	0	0	94	92	96.699997	98	11.7	17.7	332	140	2.3	25	96	45	0.3	null	null	2,525	0
1,525	1	78.78427	0	84	null	26	11	SICU	Thursday	0	1	1	0	0	0	0	0	0	66	66	95.400002	98	8.2	12.7	278	140	4.7	20	101	46	7.4	373	41	102.900002	0
1,056	1	45.69514	0	55	17.378164	19	11	SICU	Monday	0	0	0	0	0	0	0	0	0	81	99	97.199997	100	29	12.1	279	138	3.9	27	105	12	0.5	246	39	3,125	0
1,731	1	63.12339	0	108.7	null	13	4	SICU	Wednesday	1	0	0	0	0	0	0	0	1	93	103	98.599998	100	12	13.4	297	143	5.4	25	109	10	0.9	88	62	0	0
666	1	74.93482	0	null	18.32122	16	7	SICU	Sunday	0	1	0	0	0	0	0	0	1	85	118	98.599998	99	21.2	14.3	190	142	4.3	27	103	19	1.1	222	57	1,014	1
879	1	68.24123	0	55.7	19.819828	18	8	MICU	Wednesday	1	0	0	0	1	0	0	0	1	125.333	132	97	97	11.1	10.5	280	142	5	18	106	87	5.6	78	44	42.088749	0
322	0	79.22605	1	53	16.133099	18	5	SICU	Tuesday	0	0	0	0	0	0	1	0	0	96	59	97.800003	100	10.4	9.7	168	138	3.9	25	99	22	1	421	42	1,055	1
213	1	58.81401	1	107.8	38.142327	18	10	MICU	Tuesday	0	0	1	0	0	0	0	0	1	92	79	96.599998	97	11.8	10.9	151	136	5.9	18	106	35	2.1	354	41	146.856003	0
949	0	71.53128	0	79	45.284854	12	3	MICU	Friday	0	0	0	0	0	0	0	0	0	91.666702	102	97	100	10.4	11.3	387	144	3.1	19	112	9	0.4	217	30	1,760	0
1,392	0	52.41667	0	72.8	null	13	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	60	92	100.400002	99	11.6	9.6	217	142	3.5	23	112	26	0.8	170	35	3,000	0
1,503	0	22	1	135	null	9	3	SICU	Thursday	0	0	0	0	0	0	0	0	0	72	128	98.900002	100	26.5	14.6	242	142	3.8	24	103	12	0.9	null	null	null	0
1,497	0	85.60454	1	90	null	null	4	SICU	Friday	0	0	0	0	1	0	0	0	0	91	98	94.099998	100	5.8	11.7	242	138	3.6	27	100	11	1	513	50	null	1
708	0	70.94157	1	150	48.605201	19	5	MICU	Monday	1	1	0	0	1	0	0	1	1	108	110	99.099998	100	17	10.6	531	138	6.3	29	100	12	1	84	67	600	1
19	1	71.11237	1	72.9	27.593644	18	8	MICU	Monday	0	0	0	0	1	0	0	0	0	73.666702	82	100.5	100	11.8	10.7	199	136	3.8	28	101	12	0.6	122	49	26.639063	0
508	1	79.50865	0	51.2	22.685947	21	5	SICU	Thursday	0	0	0	0	0	0	1	0	0	113	93	100	98	12.7	13.5	369	140	3	28	99	21	0.5	406	39	2,140.751953	1
1,508	1	29.67546	0	65	null	16	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	103	92	94.599998	100	16.4	11.8	219	144	3.5	21	111	8	0.6	362	33	1,719.099976	0
850	0	49.75496	0	65	25.384279	19	5	SICU	Monday	0	0	0	0	0	0	0	1	0	93.333298	110	96.800003	100	24.9	9.3	464	143	4.6	24	109	12	0.8	null	null	2,218.324951	0
1,377	1	44.06751	1	100	33.033259	16	10	MICU	Friday	1	0	0	0	0	0	0	0	0	125.333	91	95.800003	96	6.7	8.7	171	139	3.8	17	101	62	8.6	109	45	1,726.25	0
183	1	40.80311	1	105.4	29.043614	13	7	SICU	Wednesday	0	0	0	0	0	0	0	1	0	72	101	99.400002	99	2.1	12.2	235	137	4.3	29	105	15	0.9	113	53	339.524994	0
1,133	1	81.97238	0	58.6	22.175337	12	10	SICU	Friday	0	0	0	0	0	0	0	0	0	92	70	99.5	99	9.4	8.4	259	139	3.1	21	110	10	1	190	27	435.159973	0
175	0	65.99711	0	43	17.157687	16	4	MICU	Sunday	0	1	0	0	1	0	0	1	1	59.666698	85	99.800003	98	3.9	12.5	121	134	4.2	26	96	14	0.2	129	24	2,310	1
857	0	55.83617	0	95	45.321728	21	14	MICU	Tuesday	0	0	0	1	0	0	0	0	1	59	53	99.699997	100	9	11.4	97	140	3.2	24	101	25	1.4	456	31	2,608.287354	0
1,352	1	56.86506	0	58	28.429188	19	7	MICU	Thursday	0	0	0	0	1	0	0	1	1	90.333298	105	98.800003	100	8.4	13.5	328	126	4.4	32	83	13	0.3	71	75	271.5	0
221	0	41.71006	1	74.5	19.265886	11	5	MICU	Thursday	0	0	0	0	0	0	0	0	1	121	96	95.800003	100	5.2	12.5	200	143	4.1	28	107	17	1	404	39	2,074.540039	0
988	0	60.56215	1	81.5	29.755343	9	3	MICU	Monday	0	0	0	1	0	0	0	1	0	72	89	95.800003	100	8.2	7.4	109	126	5.2	19	97	55	0.9	72	27	1,912.948486	1
1,613	1	27.126	1	81	null	20	8	SICU	Sunday	0	0	0	0	0	0	0	0	0	69	94	97.800003	100	26.2	12.2	235	139	3.9	19	109	20	1.5	255	50	3,594.399902	0
1,483	1	58.21882	1	94	null	16	12	SICU	Saturday	0	1	0	1	0	0	0	1	0	67	84	99.5	96	6	14.4	150	141	3.9	25	105	15	1	420	38	2,665.649902	0
1,595	0	22.15565	0	62	null	6	4	SICU	Friday	0	0	0	0	0	0	0	0	0	95	70	95.5	100	11	13.2	233	139	3.9	24	104	14	1	null	null	11.16	0
1,041	0	46.90488	1	94	39.598609	11	2	MICU	Thursday	0	0	0	0	0	0	0	1	0	118.667	74	96.599998	100	15.7	13.9	411	139	3.9	28	103	10	0.8	176	42	1,076.920044	0
1,398	0	26.23885	0	72.5	null	11	3	MICU	Wednesday	0	0	0	0	0	0	0	0	0	87	113	95.900002	97	10.6	15.8	296	149	3.9	22	108	15	1.1	80	35	125	0
379	1	38.80701	0	113	30.811288	12	5	MICU	Sunday	0	0	0	0	0	0	0	0	1	73	92	99.5	100	13.1	10	233	139	3.9	18	106	6	0.4	140	35	1,125.594971	0
848	1	53.82457	0	48	17.831089	14	10	SICU	Wednesday	0	0	0	0	0	0	0	1	0	92	79	98.199997	100	14.7	9.1	235	139	3.1	21	115	10	0.7	226	32	84.220001	0
1,421	1	50.34322	1	124	null	19	12	SICU	Sunday	0	0	0	1	1	0	0	0	0	89	98	96.599998	100	18.4	7.8	135	133	5.6	24	109	16	1	177	40	3,579.385498	0
825	1	79.56106	1	90	27.854264	15	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	101.333	63	100.099999	100	14.2	11.9	291	141	4.3	31	103	20	0.9	35	57	1,574.425049	0
1,135	0	58.56317	1	100	27.57477	7	5	FICU	Saturday	0	0	0	0	0	0	0	0	0	79.666702	74	96.900002	100	8.3	13.8	244	143	4.1	24	102	18	0.9	197	38	2,000	0
1,424	1	75.8971	0	65.6	null	29	10	MICU	Friday	0	0	0	0	0	0	0	1	1	137	116	97.599998	100	10	5.5	680	136	3	29	103	8	0.6	199	31	30.200001	0
1,506	0	24.9649	1	85	null	10	5	SICU	Wednesday	0	0	0	0	0	0	0	1	0	101	72	97.400002	100	11.3	13.8	269	142	4.3	29	106	12	0.9	null	null	4,031.306152	0
112	0	46.52412	0	73.5	31.670087	13	7	MICU	Saturday	0	0	0	0	0	0	0	0	1	88	88	95.400002	100	25.8	12.1	323	140	3.9	18	112	7	0.7	156	46	4,763.307617	0
1,228	1	63.7258	1	70	20.942307	10	6	SICU	Wednesday	0	1	0	0	0	0	0	1	0	92	89	98.599998	100	11.9	13	205	140	3.8	21	114	20	0.9	226	39	3,436.449951	0
1,734	1	85.05609	0	58.5	null	20	7	SICU	Saturday	1	1	0	0	0	0	0	0	0	74	76	102	98	14.1	11.7	184	136	3.5	28	97	27	0.9	126	36	0	0
85	0	37.35976	1	90.2	32.553579	10	6	SICU	Monday	0	0	0	0	0	0	0	0	1	98	97	99.5	100	8	15.9	193	141	3.3	26	103	12	0.9	86	54	600	0
1,409	0	63.27641	1	100	null	10	1	MICU	Thursday	1	0	0	0	0	0	0	0	0	114	81	97.5	97	8.8	12.2	216	138	4.4	29	101	24	1.1	48	97	147	0
1,040	0	37.87602	0	78	32.491331	9	4	MICU	Thursday	0	0	0	0	0	0	0	0	0	71	70	98.099998	100	9.3	13.6	221	140	3.5	20	106	11	0.8	394	42	3,725.5	0
1,256	1	75.42631	1	87.3	29.280352	23	8	SICU	Monday	0	1	0	0	0	1	1	0	0	79.333298	63	98.400002	4	9.1	14.1	147	142	4.2	27	106	25	1	432	38	550	1
126	1	68.05551	1	93	26.934018	16	7	MICU	Monday	0	0	0	0	1	0	0	0	0	64.666702	69	98.800003	100	7.2	10.5	311	134	6.3	20	103	11	0.7	120	29	366.959992	0
1,283	1	57.54807	1	118	31.665576	15	9	MICU	Monday	0	0	0	0	0	0	0	0	1	94.333298	91	100.199997	100	7.4	10	285	136	4.1	27	102	15	0.8	189	39	3,187.5	0
1,302	0	55.85769	1	87	28.323938	10	6	SICU	Friday	0	0	0	0	0	0	0	0	0	106	94	99.199997	100	10.2	13.2	131	138	4	24	105	8	0.9	69	37	2,529.360596	0
903	1	49.38066	0	80	27.623134	9	6	SICU	Tuesday	0	0	0	0	0	0	1	0	0	93	86	97.900002	100	12.8	11.9	284	135	3.3	25	108	6	0.5	124	42	891.5	0
457	1	27.13477	0	61.3	25.534854	11	5	MICU	Monday	0	0	0	0	0	0	0	0	0	110.667	132	98.400002	96	14.3	11.8	351	138	3	18	102	9	0.7	69	43	3,892	0
542	1	66.68616	0	49.9	22.144932	26	7	FICU	Saturday	0	0	0	0	0	0	0	0	0	77	114	91.699997	100	12	6.4	141	126	3.7	12	94	10	0.8	520	24	1,870.855835	0
838	1	73.16948	1	120	37.95926	15	8	SICU	Saturday	0	0	0	0	0	0	0	1	0	73	61	96.440002	98	11.4	10.8	140	141	3.8	22	109	25	1.7	191	39	5,911.399414	0
1,204	0	73.07371	0	44	16.650424	15	4	MICU	Thursday	0	0	0	0	0	0	0	0	1	96.333298	105	99.199997	100	5.97	13.6	264	135	4.4	23	96	9	0.7	71	38	475	1

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