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
1,614	1	47.83333	0	84	null	17	13	SICU	Sunday	0	0	0	1	0	0	0	0	0	81	101	99.199997	100	8.8	11.6	75	122	4.1	24	88	39	1.8	108	37	747.599915	0
1,504	1	75.89135	1	103	null	15	9	SICU	Friday	1	0	0	0	1	0	0	0	1	91	112	100.800003	96	9.5	15.1	277	147	5.5	36	104	26	1.7	34	89	1,577.249878	0
301	0	82.44012	1	46.7	14.324265	20	8	MICU	Sunday	0	0	0	0	1	0	0	0	1	95.333298	116	100.400002	94	3.3	11.1	217	145	3.9	21	110	40	1.5	63	30	268.208008	1
253	1	72.77014	0	104	44.777867	16	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	101	71	96.699997	100	8.7	12	206	140	3.9	29	102	11	0.6	216	37	1,280	0
1,357	0	70.53212	1	72.5	23.603282	14	3	MICU	Saturday	0	0	0	0	1	0	0	0	1	98	110	98.199997	100	10.6	14.4	155	132	4.2	26	94	11	0.5	37	34	650	0
380	0	45.81667	1	71	22.083868	12	5	SICU	Thursday	0	0	0	0	1	0	0	0	0	57	108	97.800003	99	12.5	11.7	291	143	3.9	25	106	13	0.8	224	45	4,500	0
139	1	73.5421	1	null	null	13	5	MICU	Wednesday	0	0	0	0	0	0	0	1	1	89	91	98.800003	99	9.2	13.7	265	143	3.8	31	100	27	1.4	57	54	60	1
783	1	85.44551	0	49.3	21.074723	11	9	MICU	Monday	0	0	0	0	0	0	0	1	0	64	79	98.300003	100	8.9	10.5	303	140	4.4	17	109	45	2.3	198	42	447.699982	1
530	1	27.87525	1	81.6	26.565901	13	3	MICU	Wednesday	0	0	0	0	0	0	0	0	0	74	92	97.800003	98	5.7	9.9	282	142	3.2	26	108	15	0.8	457	40	1,366	0
630	0	49.95927	0	117	45.691701	9	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	78.333298	87	99.5	96	12.4	13.9	399	140	3.7	26	105	10	1.1	74	40	288.179993	0
923	0	52.88449	1	139.7	36.914069	10	6	MICU	Saturday	1	0	0	1	0	0	0	0	0	81.666702	82	99.800003	97	8.6	13.2	96	135	3.7	26	98	16	1.2	null	null	671.460022	0
434	1	57.6294	1	63.3	21.218684	12	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	81.666702	77	102.400002	100	5.3	13	186	139	4	27	106	15	0.7	189	38	2,737.5	0
874	0	33.91667	0	68	24.178725	9	2	MICU	Tuesday	0	0	0	0	0	0	0	0	1	98.333298	62	97.400002	100	12.5	14.7	325	140	4	27	103	8	0.6	null	null	null	0
755	1	21.72067	0	56	28.885542	15	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	74	94	102.5	100	19.5	14.9	306	133	4.2	19	99	14	0.8	490	25	3,666.359863	0
384	0	38.88385	0	101.5	38.081206	9	3	MICU	Monday	0	0	0	0	0	0	0	0	0	90	88	98.599998	100	9	8.9	207	137	4.4	24	105	11	0.7	null	null	354.850006	0
627	1	18.17515	1	70	22.707348	10	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	92	94	98.5	100	16.8	15.5	221	145	3.8	24	104	9	1.2	220	37	3,827.324707	0
1,586	1	83.60329	0	65.45	null	14	4	SICU	Monday	0	0	0	0	0	0	0	1	0	85	77	93.699997	99	12.7	12.6	257	139	3.6	25	112	14	0.8	269	44	780	0
1,736	1	74.16097	0	58.5	null	15	6	SICU	Wednesday	0	0	0	0	1	0	1	0	1	89	114	99.900002	99	22.7	12.1	232	142	4.4	30	104	11	0.6	107	62	2,616.360352	1
1,716	0	74.48333	1	68	null	16	8	SICU	Wednesday	0	1	0	0	0	0	1	0	0	110	68	96.599998	100	7	14.2	140	143	3.7	28	103	23	1.6	28	71	260.299988	0
330	1	88.97058	1	63.5	15.394171	16	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	128	73	96.800003	100	15.6	13.2	222	139	5.5	26	102	34	1.3	491	38	653.334961	0
1,474	1	83.86859	1	110.3	null	24	6	SICU	Wednesday	0	1	1	0	0	1	0	0	0	60	61	102.099999	100	8	14.2	221	140	6.1	19	104	24	1.5	94	49	2,493.900146	1
1,442	1	20.86262	1	75	null	6	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	74	94	100.099999	94	13.4	15.1	223	141	3.9	26	105	18	0.7	143	48	3,088	0
299	1	84.66614	0	55	21.479005	20	6	FICU	Saturday	1	1	0	0	0	0	0	0	1	100.667	83	96.5	100	9.5	12.4	236	135	5.1	24	101	31	1.6	46	34	160	1
227	0	29.70146	1	84.3	26.66638	12	7	MICU	Thursday	0	0	0	0	0	0	0	0	0	83	106	101.599999	100	18.5	13.8	303	138	4.6	25	104	9	0.9	167	45	2,440	0
72	1	57.81622	0	71.4	26.194135	21	9	SICU	Sunday	0	0	0	1	0	0	0	1	0	103	79	100.099999	100	2.5	13.9	51	140	4.3	22	110	15	0.7	413	32	1,019.875	0
642	1	59.41027	1	77	25.654921	14	8	SICU	Monday	0	0	0	0	0	0	0	1	1	89	99	97	98	17.6	10.3	369	139	4.5	31	100	18	0.6	119	45	678.540039	0
1,462	0	86.11327	0	88	null	15	6	SICU	Tuesday	0	0	0	0	0	0	1	0	1	99	95	98.5	94	14.2	13.1	158	140	2.9	26	101	12	1	126	43	638.73999	1
15	1	24.75315	0	72.6	27.473199	16	5	MICU	Friday	0	0	0	0	0	0	0	0	0	79	115	101.599999	99	28.1	11.5	293	133	3.8	21	105	4	0.5	92	33	5,640.919922	0
758	1	47.63391	0	66.3	25.089162	11	5	SICU	Monday	0	0	0	0	0	0	0	1	0	81	71	97.800003	100	13.2	11	313	142	4	25	108	19	0.7	287	34	3,860	0
1,681	1	70.1008	0	91	null	11	5	SICU	Friday	0	0	0	0	0	0	0	1	0	88	63	97.599998	99	6	12.3	204	137	3.6	29	103	20	0.6	306	43	780	0
881	1	41.38899	1	89.7	29.202957	13	5	MICU	Monday	0	0	0	0	0	0	0	0	1	89	87	97.099998	99	12	9.3	211	136	4.1	25	104	20	0.7	89	58	1,284.583374	0
1,391	1	85.51787	1	63.5	null	13	4	SICU	Wednesday	0	0	0	0	0	0	0	0	1	79	77	96.900002	100	10	11.4	217	140	4.5	26	104	18	0.8	217	35	600	0
744	1	18.74786	1	70	22.766785	13	8	SICU	Sunday	0	0	0	0	0	0	0	0	0	80	136	99	96	19.6	12.8	232	143	3.3	30	106	15	1.2	42	71	7,448.599609	0
748	1	23.89532	1	70	22.142901	10	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	81	90	96.5	100	7	12.9	204	143	3.1	24	105	11	1.3	139	41	3,635.099609	0
605	1	73.56483	1	100	31.632716	16	8	MICU	Saturday	1	0	0	0	1	0	0	0	1	119.667	96	98.900002	99	12.3	14.7	332	142	5.2	22	108	30	1.8	280	75	1,021.900024	0
306	1	83.67724	0	96.9	41.559091	13	5	SICU	Thursday	1	1	0	0	0	1	1	0	0	61.666698	50	96.900002	100	9.8	12	144	138	4.4	29	102	24	0.8	238	37	500	1
653	0	72.97127	1	56.9	18.042116	12	1	MICU	Friday	1	0	0	0	1	0	0	0	1	70.333298	124	98.800003	91	15.1	11.8	410	143	4	49	89	20	0.5	130	90	740	1
1,018	1	80.63573	0	62.5	26.03472	15	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	113	82	99.5	97	10.1	12.6	362	145	3.4	32	102	18	1	372	34	2,172.725098	0
741	1	44.2738	0	111	42.004479	14	5	MICU	Sunday	0	0	0	0	0	0	0	0	0	91	85	97.5	100	11.8	13.4	236	139	4	23	103	7	0.5	152	45	343.23999	0
1,704	1	58.69846	0	146	null	21	7	MICU	Tuesday	0	0	0	0	0	0	0	0	1	105	63	92.5	100	31.7	16.4	374	140	4.3	14	104	15	1	272	40	106	1
215	1	49.56681	0	68	22.247361	15	7	MICU	Thursday	0	0	0	0	0	0	1	1	0	77	63	98.800003	100	11.8	13.6	348	133	4	28	98	31	0.6	132	36	250	0
1,130	1	62.99167	1	58.6	18.710338	16	5	MICU	Wednesday	0	0	0	0	1	1	0	0	1	85	97	98.099998	100	14.3	10.4	266	141	3.6	27	106	18	1.6	410	32	1,100	1
1,171	0	18.90556	1	98.7	31.221491	5	3	MICU	Monday	0	0	0	0	0	0	0	0	0	83	73	97	100	13.7	15.1	349	144	3.8	22	104	19	1.1	55	45	10	0
432	1	76.62752	1	70	26.505285	21	7	SICU	Friday	0	1	0	0	0	0	0	0	0	91.333298	77	97	100	11.2	11.3	339	137	5.4	25	107	27	1.2	326	59	465.779999	1
1,545	0	65.3941	1	59.7	null	14	8	MICU	Thursday	0	0	0	1	0	0	0	1	0	92	94	100.099999	88	9	9.2	486	135	3.6	23	104	15	1.2	68	42	700	0
1,562	1	83.72802	1	66.6	null	17	6	SICU	Monday	0	0	0	0	0	0	1	0	1	79	104	100.099999	99	12.8	12.4	287	145	3.7	30	102	25	1.1	123	46	3,678.189941	1
466	1	45.96703	1	40	12.784877	11	7	SICU	Monday	0	0	0	0	0	0	0	0	0	50	76	96.199997	100	11.2	12.7	298	139	4.1	26	107	13	0.5	124	48	1,091.400024	0
709	1	74.34377	0	78.8	48.785651	16	7	SICU	Friday	0	1	0	0	0	0	0	1	0	73	86	99.800003	100	9.8	10.7	104	134	3.6	21	99	11	0.6	157	36	79.727997	0
1,218	0	33.65982	0	82.4	33.225873	13	5	MICU	Monday	0	0	0	0	0	0	0	1	1	79.666702	137	99.800003	100	1.8	11.2	15	141	3.9	21	103	15	0.5	null	null	470	1
1,108	0	45.36237	1	107	33.847006	12	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	110.667	83	98.800003	100	22.3	12.1	387	146	5.9	24	105	18	0.9	181	43	160	0
667	0	50.41093	1	null	30.568451	11	7	MICU	Thursday	1	0	0	0	0	0	0	0	1	84.333298	94	98.400002	95	5.9	13.5	323	151	4.3	32	107	38	1.8	39	56	150	0
1,266	0	71.64766	0	67.6	24.80005	17	6	SICU	Saturday	0	0	0	0	0	0	1	0	0	101	88	99.800003	100	11.9	10.4	360	141	4.1	28	107	15	0.7	82	42	1,115.748413	0
107	1	22.94102	1	83	30.795974	11	7	SICU	Tuesday	0	0	0	0	0	0	0	0	0	68.333298	91	97.199997	100	23.3	10.3	192	139	3.9	26	111	13	1	362	54	2,022.300415	0
239	1	76.45173	0	61.3	21.812486	16	7	SICU	Tuesday	0	0	0	0	0	0	0	0	0	87	62	95.099998	99	13.2	13.5	405	142	3.2	25	99	23	1.1	123	44	3,414.355957	0
502	0	58.75455	1	72	23.793746	16	4	MICU	Tuesday	0	1	0	0	1	0	0	1	0	86	119	99.800003	100	109.8	12.1	151	139	4.9	26	103	20	1	81	45	370	0
105	0	68.68201	1	75.8	26.172919	13	7	SICU	Thursday	0	0	0	0	0	0	0	1	0	93	86	96.300003	100	22.3	15.6	194	143	2.7	18	106	15	1.2	115	29	607.5	0
1,617	0	89.75495	0	74.4	null	16	9	MICU	Friday	1	1	1	0	1	0	0	0	1	65	110	98.5	94	8.7	13.8	220	141	4.3	29	97	34	2.5	106	47	null	0
267	1	39.16585	1	111	33.188724	15	6	SICU	Thursday	0	0	0	0	0	0	1	0	1	119	64	96.900002	100	7.1	14.8	282	138	3.5	27	100	28	1.4	187	46	586.744995	0
35	0	78.5372	0	71	28.856417	null	5	MICU	Friday	0	1	0	0	0	0	0	0	0	47.333302	118	97	100	20.2	13.5	262	141	3.7	23	104	13	0.9	132	22	12	1
160	1	59.43438	0	55	19.570746	13	5	SICU	Tuesday	0	0	0	0	0	0	1	0	0	92	84	96.699997	100	10.8	14.9	367	136	4.5	31	94	12	0.8	488	38	3,215.343506	0
394	1	77.6718	0	68.7	26.82923	23	8	MICU	Monday	1	1	0	0	0	0	1	0	1	124.667	82	102.400002	95	12.4	15.5	196	144	3.5	25	103	22	1.1	77	66	1,380	0
438	0	91.40344	0	54.1	20.557343	16	3	SICU	Tuesday	0	1	0	0	0	0	1	1	0	112.667	114	99.400002	100	13	10.3	266	139	3.1	22	102	14	1	null	null	1,595	0
1,049	0	95.70624	0	49.4	22.610593	18	6	MICU	Tuesday	0	0	0	0	0	0	0	0	0	82.666702	60	95	100	13.7	9.9	327	150	3.2	31	107	52	1.2	93	43	151	1
652	1	83.4429	1	72.5	27.435358	32	11	SICU	Friday	1	1	0	0	1	0	0	0	1	79.666702	64	98.699997	99	19.1	7.3	102	152	2.8	24	115	55	1.4	165	29	200	0
474	1	16.14003	1	60	null	15	3	SICU	Sunday	0	0	0	0	0	0	0	0	0	49	91	98.599998	97	24.5	12.5	246	141	4.6	22	111	12	0.9	569	33	4,749.599609	0
717	0	58.11744	1	104.6	29.607437	17	5	MICU	Thursday	0	0	0	0	0	0	0	0	0	107	100	98.900002	100	16.1	8.5	306	137	4.3	18	107	59	0.8	52	40	0	0
29	0	51.95406	0	140	60.264402	16	6	MICU	Thursday	0	0	0	0	0	0	0	0	1	115.667	74	94	100	10.2	11.2	331	139	5.7	27	104	11	1.1	304	67	1,926.400024	0
1,591	0	21.70683	1	78	null	10	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	60	85	96.900002	100	20.7	15.2	323	138	3.8	22	108	11	0.8	null	null	null	0
1,708	0	24.58333	0	51	null	13	4	SICU	Friday	0	0	0	0	0	0	0	0	0	85	112	100.599999	100	21.6	11.3	307	141	3.5	19	108	8	0.6	241	43	null	0
698	0	38.23715	null	133.6	52.26436	10	1	MICU	Sunday	0	0	0	0	0	0	0	1	0	90.666702	91	99.800003	100	12	null	313	140	4.5	32	101	12	null	null	null	2,290	0
577	0	45.54035	0	63.5	23.484977	15	3	MICU	Monday	0	0	0	0	0	0	0	0	0	101	110	99.099998	98	5.3	14.3	243	142	2.6	30	94	14	0.7	165	49	2,575	0
258	1	76.60969	0	52	21.660887	22	14	FICU	Thursday	0	0	0	0	0	0	0	0	1	88	86	90.900002	95	9.8	14.7	107	153	3.1	17	114	32	1.1	43	28	335	1
724	0	32.2702	1	90.7	39.157283	null	3	SICU	Monday	0	0	0	0	0	0	0	0	0	88	99	98.800003	100	20.4	15.1	237	143	3.8	24	106	11	0.6	null	null	3,260.800049	0
1,059	1	72.90993	0	100	34.528917	19	6	SICU	Thursday	0	0	0	0	0	0	1	0	0	73	61	96.800003	100	6.72	9.5	165	141	4.4	26	108	31	1.2	192	54	433.450012	0
1,122	1	59.92151	1	75	25.896688	17	9	SICU	Tuesday	0	0	0	0	0	0	0	0	0	88	82	98	100	16.2	11.8	206	144	3.5	19	111	18	0.9	75	38	0	0
37	1	83.20917	1	76.4	26.060587	18	5	SICU	Tuesday	0	1	0	0	0	0	0	1	0	65	75	96	100	9.9	14.8	249	137	4.8	19	104	29	2	251	35	null	0
354	1	38.68415	0	80	22.540612	11	3	MICU	Wednesday	0	0	0	0	0	0	0	0	0	105	95	98.599998	100	4.8	11	246	141	3.7	26	104	11	0.6	100	45	1,192.400024	0
263	0	86.57476	0	82	34.326206	15	4	MICU	Friday	1	0	0	0	1	0	0	0	1	76.666702	91	98.400002	91	7.2	11.6	250	141	4.4	39	93	17	0.8	59	74	400	0
1,456	1	82.25	1	54	null	18	5	SICU	Friday	0	0	0	0	0	0	1	0	0	85	94	98.199997	100	14.9	12.9	305	138	3.5	30	98	14	1	543	48	193.039993	1
978	1	45.58333	1	82.6	24.698861	14	8	MICU	Sunday	0	0	0	0	0	0	0	0	1	81.333298	90	97	100	10.8	14.3	167	142	4.3	29	104	12	1	490	42	10,668.80273	0
1,403	1	82.14495	0	52	null	17	8	SICU	Saturday	1	0	0	0	0	1	0	0	1	74	64	98.199997	95	13.4	11.1	177	139	3.7	25	105	28	1.3	40	32	970.285095	0
1,675	0	18.5402	1	65	null	10	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	87	109	97.699997	100	24.8	14.9	307	144	3.5	24	103	17	1.2	511	49	2,394.599854	0
1,461	1	43.80753	0	93.4	null	14	8	SICU	Monday	0	0	0	0	1	0	0	0	0	78	88	97.339996	100	4.3	11.7	125	137	4.1	29	98	22	0.9	324	70	2,746.76001	0
1,065	1	80.61736	0	97.1	39.153304	26	10	MICU	Thursday	1	0	0	0	1	1	0	0	1	119.667	100	95.599998	100	10	12.8	161	136	6.2	24	105	28	1.2	94	80	435.5	0
657	1	56.19814	1	74	20.714771	21	10	MICU	Tuesday	0	0	0	0	0	0	0	0	0	76	101	101.199997	97	17.6	11.7	364	141	4.4	13	105	56	4.2	221	35	883.340027	0
122	1	23.41623	1	130	41.621881	11	4	SICU	Monday	0	0	0	0	0	0	0	0	0	89.666702	106	98.199997	100	24	16.3	317	142	3.7	26	99	17	1.1	236	37	640.399963	0
821	1	65.86036	1	107.3	42.990057	20	8	MICU	Thursday	1	1	0	0	0	0	0	1	1	92.333298	81	97.699997	100	1.7	11	113	139	3.7	35	100	18	0.7	78	68	4,019.331299	0
1,625	0	47.13706	1	82	null	10	3	SICU	Friday	0	0	0	0	0	0	0	0	0	77	82	98.900002	99	15.3	14.2	313	134	3.8	25	95	16	1.1	null	null	2,935.020264	0
766	1	17.89016	1	77.1	null	15	6	SICU	Sunday	0	0	0	0	0	0	0	0	0	93	63	99.599998	100	14.8	13.9	236	144	4.7	24	109	12	0.9	427	41	1,900	0
1,184	0	46.17711	1	77	24.357192	8	4	MICU	Saturday	0	0	0	0	0	0	1	0	0	111.667	88	98.800003	99	11	15.6	260	139	3.9	24	101	15	0.8	null	null	158.5	0
406	0	21.28276	1	86.2	24.414286	11	4	SICU	Saturday	0	0	0	0	0	0	0	0	0	83	104	98.599998	100	34.7	16.1	435	144	3.7	21	111	6	0.8	500	42	null	0
806	1	65.45394	0	50	23.038096	13	5	SICU	Monday	0	0	0	0	0	0	0	0	0	86	91	98	98	9.2	11.7	257	142	3.4	28	104	22	0.6	276	32	1,745	0
651	0	76.07415	0	45	16.065169	null	5	MICU	Wednesday	0	0	0	0	0	0	1	0	0	32.333302	98	95.599998	97	14.6	14.5	125	147	3.4	29	106	15	0.5	null	null	330	1
575	0	19.92533	1	60	22.595339	null	3	MICU	Saturday	0	0	0	0	0	0	0	0	0	86.666702	93	95.5	99	6.8	15.5	176	143	3.3	23	101	8	0.8	288	45	1,128	0
60	1	45.61585	1	80	21.892763	10	7	SICU	Wednesday	0	0	0	0	0	0	0	0	0	94.666702	85	96.300003	98	9.8	15.9	233	148	3.6	29	112	11	1	90	47	420.799988	0
1,271	1	51.64386	1	60	18.97963	19	9	SICU	Thursday	0	1	0	0	0	1	0	0	0	77.666702	71	98.400002	99	8.8	10.6	55	138	4.6	18	102	11	1.1	455	42	4,162.299316	0
535	1	29.57695	1	70.5	20.737571	15	3	SICU	Monday	0	0	0	0	0	0	0	0	0	85	88	99.400002	100	11.6	15.3	305	143	3.3	26	101	11	1	495	26	1,453.040039	0
1,759	1	69.46787	1	null	null	19	4	SICU	Wednesday	0	0	0	0	0	0	1	0	0	71	82	97.800003	97	7.4	14.1	320	141	3.4	30	100	20	1	282	39	1,200	0
836	1	78.6419	0	55.5	23.895881	21	8	SICU	Saturday	0	0	0	0	0	0	0	0	1	56.666698	58	95.099998	100	11.2	10.3	180	140	4.7	28	108	15	0.7	33	42	50	1
1,139	0	47.28171	1	null	28.270832	7	3	SICU	Monday	0	0	0	0	0	0	0	1	0	90.333298	73	100.400002	100	12.6	15.6	273	144	4.1	17	104	26	1.1	442	43	180	0

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