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
639	1	61.13841	1	80	24.888161	16	8	MICU	Monday	0	0	0	0	0	0	0	1	0	110	108	100.199997	100	11.9	8.9	95	135	4.2	24	112	11	0.7	168	48	856.799866	0
1,631	0	44.06647	0	70	null	14	6	MICU	Thursday	0	0	0	0	0	0	0	0	1	98	158	97.599998	100	36.9	10.7	496	140	3.7	25	106	13	1	496	125	1,075	0
38	0	38.76885	1	122	39.750615	7	4	MICU	Thursday	0	0	0	0	0	0	0	0	0	89.333298	88	94.099998	100	17.8	13.1	360	138	3.8	28	100	18	0.7	379	46	null	0
131	0	42.35453	1	76.3	26.345564	8	4	MICU	Sunday	0	0	0	0	0	0	1	0	1	88	90	98.400002	100	11.4	14.4	183	145	3.7	15	101	13	0.9	281	67	0	0
1,213	1	83.43227	0	80.2	32.338774	16	10	SICU	Wednesday	0	0	0	0	0	0	0	0	0	58.666698	87	100.099999	98	14.1	8.5	258	133	4.1	24	100	42	1.9	96	32	65	0
1,312	1	73.72259	1	95	30.051081	18	10	SICU	Friday	0	0	0	0	0	0	0	0	1	89.666702	71	97.5	93	12.5	9.3	240	139	3.9	25	106	14	0.7	44	46	500	0
1,568	1	83.0157	0	null	null	null	4	SICU	Sunday	0	0	0	0	0	0	1	0	0	91	76	100.599999	98	8.9	10.8	202	145	3.3	20	113	16	0.7	null	null	null	1
1,513	1	67.26968	1	90	null	10	6	SICU	Tuesday	0	0	0	0	0	0	0	0	0	78	95	98.900002	100	15.2	14.3	213	135	4.9	22	96	79	7.7	282	32	2,493.200195	0
1,093	0	61.279	1	92.5	27.257571	11	null	MICU	Wednesday	0	0	0	0	0	0	0	1	1	60.333302	88	98.099998	96	5.1	9.3	138	142	4.1	33	104	16	0.9	74	55	825	1
733	1	48.93675	0	61.7	22.290035	12	4	SICU	Thursday	0	0	0	0	0	0	0	0	0	72	93	96.199997	98	5.7	14.9	100	139	3.8	29	102	14	0.5	92	47	1,760.665527	0
1,037	1	61.80648	0	67	25.354055	17	12	SICU	Tuesday	0	0	0	1	0	0	0	0	0	100	75	95.720001	100	8.2	9.3	87	139	4.2	15	113	48	3	174	41	2,174	0
1,086	1	49.15213	0	81.8	32.983937	13	6	MICU	Monday	0	0	0	0	0	0	0	0	0	117.333	97	99	84	12.4	12.1	165	135	3.9	34	96	27	0.2	108	45	0	0
1,099	1	47.37298	0	116	19.753036	6	3	MICU	Friday	0	0	0	0	0	0	0	0	0	80.333298	82	100	100	10.6	11.2	271	136	4.2	31	96	15	0.7	66	31	50	0
722	0	77.95736	1	55	18.088599	18	3	MICU	Monday	1	0	0	0	1	0	0	0	1	83	128	99.800003	98	24.5	13.9	371	137	4.7	28	96	20	1	275	42	1,210	0
1,261	1	78.31664	1	73.3	24.899978	20	5	MICU	Tuesday	1	0	0	0	1	0	0	0	1	120.333	77	97.300003	97	5.7	14.2	178	154	4.7	35	115	25	0.8	306	83	2,710	0
590	1	73.52633	1	88.6	25.078575	24	7	SICU	Thursday	0	1	0	0	0	0	0	1	1	118	73	99.099998	100	12.3	13.2	165	140	3.8	25	110	27	1.3	184	36	702.48999	0
505	0	20.35774	1	80	20.903525	10	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	80.666702	85	96.800003	100	7.4	16.2	181	139	4.2	16	108	12	1.1	634	38	null	0
1,016	0	84.0951	1	52.4	17.335837	17	3	MICU	Sunday	0	0	0	0	0	0	0	0	1	84	88	98.800003	100	28.4	10.7	357	135	4.6	29	94	32	0.7	341	66	1,025	0
1,014	1	19.34655	1	87.5	21.342528	14	9	SICU	Sunday	0	0	0	0	0	0	1	0	0	63	111	100	100	25.3	14.4	289	138	4.2	23	105	19	0.9	221	48	4,000	0
1,433	1	54.43269	0	76.2	null	24	10	MICU	Monday	0	0	1	0	0	0	0	1	1	95	86	97.199997	100	7.6	9.9	194	140	6.3	23	98	92	12.5	169	49	505.138733	0
1,126	1	33.79721	0	75	36.134238	15	5	MICU	Monday	0	0	0	0	0	0	0	0	0	96.666702	104	99.199997	100	17.9	13.1	376	143	5.8	20	105	15	1.1	152	34	1,595	0
421	0	93.84293	0	47.1	25.989728	19	12	MICU	Thursday	0	0	0	0	0	0	0	0	1	100	61	97.199997	99	5.6	13.3	159	140	5.9	34	99	59	1.4	105	28	137.304001	1
625	1	39.73277	1	85.2	29.418638	10	6	MICU	Friday	0	0	0	0	0	0	0	0	1	71.666702	96	99.800003	97	8.9	12.1	227	140	5.2	30	101	20	1.1	44	82	3,503.940186	0
1,292	1	64.09094	0	90	34.057685	11	7	SICU	Wednesday	0	0	0	0	0	0	0	0	0	82	80	96.900002	97	27.4	13	346	139	4	25	102	18	0.7	100	41	101.599999	0
899	1	57.73917	1	81	24.218798	9	9	SICU	Thursday	0	0	0	0	1	0	0	0	0	76	83	98.400002	100	14.6	13.7	367	139	4.8	26	105	22	1.1	144	52	1,720	0
1,739	1	80.88214	1	78.1	null	25	9	MICU	Saturday	0	1	1	0	0	0	0	0	0	56	65	96.400002	100	4.9	8.9	195	127	5	24	93	16	1.9	319	32	2,150	0
82	0	71.56096	1	null	21.54188	13	6	MICU	Thursday	1	1	1	0	0	1	0	0	1	91	84	97.300003	93	11.3	10.9	129	141	3.7	28	105	77	2.5	56	39	0	1
921	1	63.22426	1	78	26.146246	8	4	MICU	Thursday	0	1	0	0	0	0	0	1	1	73.333298	81	98	100	8.9	9.9	263	138	4.3	29	101	16	1	261	70	390.720032	0
1,569	1	34.79177	1	80	null	13	5	SICU	Saturday	0	0	0	0	0	0	0	0	0	113	72	99.699997	100	26.6	13.8	336	139	4.8	23	105	17	1.4	160	40	818.25	0
1,598	0	87.70686	1	73.5	null	17	6	MICU	Saturday	1	1	0	0	0	0	0	0	1	69	69	100	97	8.1	12	194	146	3.4	38	101	17	0.7	261	113	2,671	1
1,110	1	17.9141	1	84.4	null	13	7	SICU	Friday	0	0	0	0	0	0	0	0	1	77.666702	57	96.599998	100	7.5	13.9	214	141	3.3	23	106	10	1	423	37	4,058.79834	0
1,480	0	59.6746	1	93.1	null	16	4	MICU	Friday	0	0	0	0	0	0	0	0	1	94	69	97.400002	100	5.6	13.9	237	138	5.1	23	106	21	1.2	524	41	612.563965	0
288	0	52.6606	0	53	17.703776	7	3	SICU	Monday	0	0	0	0	0	0	0	1	0	75.666702	63	97.699997	100	10.6	11.8	261	140	4	26	101	12	0.7	null	null	469.109985	0
1,556	0	32.88863	1	82.7	null	10	5	MICU	Sunday	0	0	0	0	0	0	0	0	1	92	69	97.099998	96	6.2	15.5	212	144	3.8	25	108	14	0.7	36	48	448	0
756	1	29.95559	1	87.3	27.615361	16	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	76.666702	82	94.800003	100	14.4	11	166	138	3.4	24	110	17	0.8	317	46	885.570923	0
926	1	28.41979	1	99.8	27.817394	12	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	93.333298	99	95.800003	100	22.1	14	341	146	5.4	7	98	17	1.8	42	32	2,976.993408	0
205	1	36.01574	0	77.1	32.418091	18	7	SICU	Thursday	0	0	0	0	0	0	0	0	0	72.666702	133	100.599999	98	20	10.4	383	136	3.3	17	100	10	1.2	27	44	1,014	0
326	1	35.61882	1	68.4	21.031583	15	5	SICU	Friday	0	0	0	0	0	0	0	0	0	100	70	95.800003	100	22.9	14.8	258	140	3.5	18	105	15	1.1	354	43	4,079.352051	0
127	1	72.75463	1	85	27.705032	17	8	SICU	Tuesday	0	0	0	0	0	0	0	0	0	97.666702	66	97.699997	91	12	12.8	211	132	4.4	21	103	21	1.2	309	23	2,000	0
1,435	0	76.95396	0	67.2	null	13	4	SICU	Saturday	0	0	0	0	0	0	0	1	0	77	72	98.800003	100	6.7	12	159	139	4.2	27	102	11	0.7	239	35	2,700	0
1,752	0	53.13678	1	58.8	null	24	8	MICU	Wednesday	0	0	0	0	0	1	0	1	0	110	106	97.300003	100	15.2	15.3	259	129	6.1	5	83	19	1.9	169	14	8,557.97168	0
495	1	50.236	1	82	28.313712	19	13	SICU	Wednesday	0	0	0	0	0	0	0	1	0	110	73	97.879997	100	2.8	14.5	48	134	5.3	20	108	12	0.9	255	33	4,111.431152	0
606	1	36.79508	0	90	33.389298	10	5	MICU	Monday	0	0	0	0	0	0	0	0	0	90.333298	118	97.900002	96	5.9	10.9	188	134	4.4	21	114	13	1.1	166	31	2,649.799805	0
351	1	74.25	0	99.5	54.956145	21	17	MICU	Tuesday	1	0	0	1	0	0	0	1	1	96.666702	101	96.800003	93	11.1	9.3	168	132	3.2	20	103	15	1.6	71	29	2,166.137695	1
849	0	59.75472	0	70	37.571557	14	6	FICU	Wednesday	0	0	0	0	0	0	0	0	0	91.333298	105	100.099999	96	15.7	9.8	357	137	4.1	28	108	9	0.6	41	48	403	0
982	0	53.22059	0	68	27.41941	13	1	SICU	Monday	0	0	0	0	0	0	0	0	0	78.666702	120	97.400002	100	8.6	11.5	211	138	4.7	22	108	10	0.6	166	36	4,401.220215	0
445	0	19.36294	1	117	42.30751	13	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	82.666702	105	99.099998	100	11.7	12.8	316	141	3.6	25	107	19	1.3	null	null	2,304.97998	0
829	0	95.31107	0	53.3	21.290105	null	6	SICU	Saturday	0	0	0	0	0	0	1	0	0	69	57	95.699997	100	8.6	8.5	185	142	3.6	24	105	29	1.2	367	42	22	1
216	1	55.27514	1	110.4	33.713241	21	10	MICU	Sunday	1	0	0	0	1	1	0	1	1	63.666698	53	92.400002	92	4.2	10.2	52	152	4.6	41	101	27	0.9	67	90	1,850	0
515	1	45.96848	0	67	27.657082	11	7	MICU	Friday	0	0	0	1	0	0	0	0	1	97	100	96.900002	100	22.4	2	216	137	3.7	6	97	22	1.5	511	25	2,796.416748	0
409	1	48.86519	1	134.2	39.231285	17	8	MICU	Wednesday	0	1	0	0	0	0	0	0	0	72.333298	92	97.599998	100	15.3	10.5	153	139	3.8	31	103	16	0.6	133	41	3,549.200195	0
1,344	1	89.43767	1	63.6	30.462679	15	6	SICU	Wednesday	0	0	0	0	0	0	0	1	1	99.333298	79	100.800003	100	3.1	12	121	133	5.3	21	102	29	1	219	33	250	1
998	1	53.905	1	80.2	26.521761	11	7	MICU	Tuesday	0	0	0	0	0	1	0	0	1	94.333298	57	97.900002	100	12.7	16.2	294	128	4.5	20	96	15	1.3	361	81	105	0
280	1	62.44001	1	85.4	27.01434	16	9	MICU	Wednesday	1	1	0	0	0	0	0	0	1	69.333298	61	97.199997	97	17.4	11.8	504	135	4	34	89	69	1.3	84	44	808.5	1
582	1	86.07762	1	70	30.770117	15	6	SICU	Friday	0	1	0	0	0	0	0	0	0	99	96	96.300003	98	15.9	12.2	128	137	4.3	21	102	18	1.4	468	31	100	0
1,659	0	64.0812	1	96.9	null	16	8	MICU	Sunday	0	0	0	0	0	0	0	0	0	90	87	95.699997	100	3.6	14.4	78	139	3.7	25	103	37	2.2	443	40	958.328857	0
919	1	57.69315	0	91	33.812376	10	5	MICU	Wednesday	0	0	0	0	0	0	0	0	1	76.666702	83	100.199997	100	10.3	11.4	313	138	4.6	26	101	16	0.7	109	34	155	0
89	1	75.06188	0	103	32.024857	15	6	SICU	Thursday	0	1	0	0	0	0	1	0	0	72	73	95.5	98	12.1	11.4	196	140	3.4	28	105	20	0.7	286	41	1,907	0
1,573	0	52.32099	1	168.8	null	12	1	MICU	Thursday	1	1	0	0	0	0	0	0	0	95	76	96.099998	98	8.4	12.7	244	140	5.4	27	100	25	1.5	100	70	100	0
738	1	91.11027	0	50	21.527821	21	7	MICU	Tuesday	0	0	0	0	0	0	0	0	1	113.333	80	98.099998	100	7.4	9.4	423	136	4.2	18	110	27	0.7	168	33	3,419.166748	1
616	1	35.47524	1	115.2	37.955516	19	7	MICU	Saturday	0	0	0	0	0	0	0	0	0	93	122	102.800003	100	8.6	12.9	107	165	4.4	28	129	42	1.7	143	54	571	0
390	0	71.27494	0	85.2	36.492134	19	6	MICU	Monday	1	0	1	0	0	0	0	0	0	93	64	96.699997	100	12	14.3	279	138	6.5	23	97	43	9.1	null	null	50	0
701	0	83.32972	0	50.3	21.656988	22	8	MICU	Saturday	1	1	0	0	1	0	0	1	1	79.333298	96	96	95	13.8	8.3	309	148	3.6	36	104	33	0.6	49	151	965	1
893	1	54.40055	1	109	43.115486	8	7	FICU	Thursday	0	0	0	0	0	0	0	0	0	86.333298	76	97.199997	100	9.4	13.4	199	145	4.2	25	107	13	1	204	51	2,799.940186	0
601	0	57.67688	0	75	29.934105	11	4	MICU	Tuesday	0	0	0	0	0	0	0	1	1	52	87	98.199997	100	18.7	11.6	900	140	4.1	18	114	6	0.5	456	42	815.600037	0
782	1	78.00747	1	84.2	30.593968	23	6	SICU	Friday	0	0	0	0	0	0	1	0	0	76	111	101.400002	100	22.5	14.3	361	142	3.7	23	101	17	1.3	205	35	300.26001	1
1,549	1	83.55205	1	82	null	17	5	SICU	Thursday	0	1	0	0	0	0	1	0	0	91	56	94	100	9.7	12.3	271	141	4.1	30	105	16	1.1	231	37	1,076.76001	1
507	0	29.56946	1	106.4	33.65721	13	5	MICU	Monday	0	0	0	0	0	0	0	0	1	45	103	97.800003	96	16.7	12	241	138	4.3	24	101	13	0.8	63	62	1,162	0
905	1	23.36495	1	85	21.753533	11	7	SICU	Monday	0	0	0	0	0	0	0	0	0	113	117	99.099998	99	17.5	13.4	312	140	3.9	28	106	11	1	242	37	521.400024	0
284	0	52.01526	1	81.1	24.728837	9	1	MICU	Saturday	0	0	0	0	0	0	0	0	0	86	109	97.800003	100	11.4	14.1	325	139	4.1	28	101	12	1	174	47	70	0
1,430	1	66.85167	0	82.7	null	11	5	MICU	Saturday	0	0	0	0	0	0	0	0	0	90	66	98.400002	100	10.2	14.7	245	143	4	31	101	13	1.2	73	36	62	0
1,143	0	72.57225	0	103	40.37062	12	7	SICU	Thursday	0	0	0	0	0	0	0	1	0	77.333298	81	98.400002	97	7.9	9.8	476	136	3.7	25	101	12	0.6	166	43	72.360001	0
63	0	78.47775	1	70	20.77527	14	6	SICU	Thursday	0	0	0	0	0	0	1	0	0	95	60	99.5	100	9.4	13.7	177	136	4.4	26	100	13	0.9	134	35	526	1
251	0	72.03585	1	74	24.805413	22	10	MICU	Monday	0	0	0	0	0	0	0	0	1	70	95	99.599998	100	32.7	5.1	491	135	3.7	28	98	28	0.7	67	39	6,045.759766	0
262	1	46.02912	1	102	27.669975	14	7	SICU	Tuesday	0	0	0	1	0	0	0	0	1	87	50	96.699997	97	8.3	9.9	98	134	4.5	28	96	19	0.5	339	31	2,981.479736	1
1,477	1	37.81032	1	96	null	15	6	SICU	Friday	0	0	0	0	0	0	0	0	0	79	68	96.099998	100	9.4	13	215	142	3.3	30	97	12	1	531	31	634.440002	0
324	0	30.2789	1	90.8	28.722506	11	6	SICU	Friday	0	0	0	0	0	0	0	0	0	83	73	98.400002	99	15.7	14.7	279	140	4.1	29	108	21	1	215	53	221	0
1,276	0	49.63032	0	null	null	null	2	MICU	Thursday	0	0	0	0	0	0	0	1	0	57.666698	128	null	95	22.6	13.1	184	128	3.9	23	89	15	0.5	null	null	null	1
787	0	21.42715	1	61.7	17.128459	11	4	SICU	Monday	0	0	0	0	0	0	0	0	0	137.667007	54	100.099999	100	14.5	13.6	253	140	3.6	24	103	13	1.1	37	64	24.200001	0
113	1	74.50994	0	62.7	26.995887	16	6	SICU	Tuesday	0	0	0	0	0	0	0	1	1	78.333298	72	97.5	100	8.3	9.7	156	144	3.8	24	107	18	0.8	179	38	100	1
1,033	0	34.83333	1	103.2	30.856543	14	4	MICU	Wednesday	0	0	0	0	0	0	0	0	0	94.666702	105	98.400002	99	17.1	14.2	309	143	3.5	26	107	10	0.9	167	43	1,745.067993	0
128	1	45.23279	1	105.5	35.364474	15	7	MICU	Wednesday	0	0	0	0	0	0	0	0	1	88	108	102.300003	87	12.1	10.4	384	145	3.9	31	106	21	0.9	86	50	617	0
456	1	74.72306	1	63	18.019444	20	11	SICU	Friday	0	1	0	0	0	0	1	0	0	128.667007	116	98.900002	99	6.2	14.2	32	142	5.5	21	106	82	4.7	null	null	669.325012	1
54	1	26.05346	1	79	21.86648	10	4	SICU	Wednesday	0	0	0	0	0	0	0	0	0	97.666702	91	98.300003	100	11.5	15.9	331	141	3.4	24	101	10	1.2	226	32	312.053345	0
628	1	29.64226	0	50.8	20.709529	13	5	MICU	Saturday	0	0	0	0	0	0	1	0	0	89.333298	121	99.300003	91	17.8	16	346	141	4.3	30	99	45	1.1	241	35	5,206	0
4	1	23.74217	1	95.2	28.464563	18	7	SICU	Saturday	0	0	0	0	0	0	0	0	0	105	107	96.300003	100	4.8	10.7	22	146	3.4	19	110	10	1	134	30	2,358.244141	0
1,696	1	23.15688	0	62.3	null	17	5	SICU	Tuesday	0	0	0	0	0	0	0	0	1	100	89	97.599998	100	17.4	11.7	237	137	3.3	21	105	12	0.7	417	31	3,241.155518	0
516	1	78.60426	0	60	23.431642	21	5	SICU	Sunday	0	0	0	0	0	0	1	0	1	69	49	93.099998	100	11.4	12.4	303	137	3.4	23	101	9	0.6	474	36	91.400002	1
278	0	45.54735	0	58.6	20.851741	11	4	SICU	Sunday	0	0	0	0	0	0	0	0	0	82	99	100.900002	100	11.2	9.3	439	140	3.8	23	104	14	0.8	null	null	1,150	0
765	0	79.39568	0	null	null	15	5	SICU	Monday	0	0	0	0	0	0	0	0	0	84	61	94.900002	100	15.8	12.1	319	124	2.8	19	88	15	1	264	42	1,070	1
412	1	82.96608	1	75.9	27.00763	16	6	SICU	Monday	0	0	0	0	0	0	0	0	0	94	53	93.919998	100	9.3	10	188	139	4.2	27	107	17	1.2	486	40	660	0
1,619	0	85.26601	1	60	null	16	5	SICU	Tuesday	0	1	0	0	0	0	1	0	1	85	64	94.400002	100	10.9	15.7	259	139	3.4	24	100	24	1.2	554	37	2,002.700439	1
1,527	0	29.62681	0	58	null	14	2	MICU	Saturday	0	0	0	0	0	0	0	0	0	50	113	101	92	11.5	11.3	171	135	2.7	17	108	4	0.6	95	21	3,140	0
1,458	0	61.07759	1	75	null	13	3	SICU	Tuesday	0	0	0	0	0	0	1	0	0	104	82	98.599998	100	9.5	11.7	243	137	4.1	28	98	14	0.8	473	50	0	0
265	0	51.04298	1	50	14.949876	20	4	MICU	Tuesday	0	0	0	0	0	0	0	0	0	100	115	98.400002	100	5.2	11.5	183	146	3.7	25	108	6	0.6	439	39	4,460	0
1	0	64.92076	0	55	20.121312	null	5	MICU	Saturday	0	0	0	0	0	0	0	0	0	86.666702	85	97.599998	100	null	null	null	null	null	null	null	null	null	null	null	600	0
1,063	0	85.18464	0	53	17.529723	19	4	SICU	Monday	0	0	0	0	0	0	0	0	0	71	86	96.800003	100	14.8	14.3	162	143	3.5	30	100	12	0.7	null	null	162.5	1
282	0	59.45482	1	68.8	21.325737	14	5	MICU	Tuesday	0	0	0	0	0	0	0	0	1	91	71	97.099998	100	9.5	14.3	273	140	5.1	21	105	23	1.1	255	32	1,500	0
1,419	0	44.83333	1	null	null	8	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	100	98	96.800003	94	9.7	15.7	241	144	3.5	23	108	16	0.9	null	null	4,775	0
1,011	0	48.86015	0	70	24.908222	14	5	SICU	Tuesday	0	0	0	0	0	0	0	1	0	82.666702	105	99.699997	100	11.4	9	244	138	3.9	25	104	9	0.5	null	null	2,427.699951	0

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