Split (1)

train · 132k rows

Observation_Year int64 2.01k 2.02k	Issue_Age int64 0 100	Attained_Age int64 0 119	Duration int64 1 95	Sex stringclasses 2 values	Smoker_Status stringclasses 3 values	Insurance_Plan stringclasses 7 values	Amount_Exposed float64 0.17 666M	Policies_Exposed float64 0 10.9k	Death_Count int64 0 112	Death_Claim_Amount float64 0 15M	ExpDth_VBT2015wMI_Cnt float64 0 135	Log_Amount_Exposed float64 0.15 20.3	Log_Policies_Exposed float64 0 9.29	Expected_Mortality_Rate float64 0 0.5
2,019	30	47	18	M	NS	Term	528,164.375	0.767123	0	0	0.000965	13.177165	0.569353	0.001257
2,016	45	53	9	F	NS	Term	31,530.044922	1.710382	0	0	0.002009	10.358728	0.99709	0.001174
2,018	46	62	17	M	NS	Term	6,659,958.945313	22.786301	0	0	0.110646	15.711624	3.16911	0.004856
2,018	46	55	10	F	NS	VLSG	1,746,234	0.254795	0	0	0.000377	14.372973	0.226972	0.001479
2,014	28	28	1	M	NS	VLSG	1,475,342.5	2.950685	0	0	0.000535	14.204401	1.373889	0.000181
2,019	4	23	20	M	S	UL	24,109.589844	0.964384	0	0	0.000827	10.090406	0.675178	0.000858
2,014	45	49	5	M	NS	Term	46,654,812	83.328766	0	0	0.070446	17.658287	4.434723	0.000845
2,013	37	47	11	M	NS	UL	38,356.25	0.153425	0	0	0.000154	10.554699	0.142736	0.001003
2,017	41	50	10	M	NS	Term	6,084,086.5	9.958906	0	0	0.011995	15.621187	2.394152	0.001204
2,012	51	51	1	F	NS	Term	143,442.5	0.286885	0	0	0.000081	11.873697	0.252225	0.000284
2,019	47	72	26	F	NS	Term	71,780.820313	0.547945	0	0	0.005176	11.181387	0.436928	0.009447
2,013	26	41	16	M	NS	Term	557,534	1.115068	0	0	0.000915	13.231281	0.749087	0.00082
2,015	44	46	3	M	S	Term	3,259,306.5	26.142033	0	0	0.039997	14.997025	3.301084	0.00153
2,019	43	46	4	M	NS	UL	1,298,082.25	0.745205	0	0	0.000472	14.076399	0.556872	0.000634
2,019	23	36	14	M	NS	Term	76,712.328125	0.306849	0	0	0.000176	11.247831	0.267619	0.000575
2,018	22	80	59	M	U	Other	122,624.534058	38.80548	2	3,618	1.794486	11.716891	3.684005	0.046243
2,015	48	64	17	F	NS	VLSG	678,019.1875	12.693518	0	0	0.054328	13.426932	2.616923	0.00428
2,012	3	10	8	M	U	UL	184,931.5	0.739726	0	0	0.000061	12.127746	0.553728	0.000082
2,014	69	70	2	M	NS	ULSG	703,545.125	12.720547	0	0	0.053641	13.463889	2.618894	0.004217
2,017	71	78	8	M	NS	ULSG	588,580.25	10.534248	0	0	0.19802	13.28547	2.445321	0.018798
2,018	39	56	18	F	NS	Term	504,868.482666	10.326028	0	0	0.020153	13.132055	2.427103	0.001952
2,018	43	48	6	F	NS	Term	233,275.109375	1.673973	0	0	0.001172	12.359978	0.983565	0.0007
2,013	32	43	12	F	NS	Term	3,465,384	12.890412	0	0	0.008199	15.058334	2.631199	0.000636
2,018	26	27	2	F	S	Term	79,452.054688	0.794521	0	0	0.000157	11.282922	0.584738	0.000197
2,015	39	61	23	M	NS	UL	1,493,048	5.002732	0	0	0.023413	14.216331	1.792215	0.00468
2,019	48	68	21	M	NS	Term	20,301.369141	1.405479	0	0	0.011918	9.918493	0.877749	0.00848
2,014	36	58	23	F	NS	Term	6,178.084961	1.235617	0	0	0.003216	8.728925	0.804517	0.002602
2,018	64	71	8	F	NS	UL	44,738.358154	2.021918	0	0	0.011041	10.708609	1.105892	0.005461
2,018	22	34	13	F	NS	Term	3,863.013672	0.772603	0	0	0.000259	8.259462	0.572449	0.000335
2,014	36	40	5	M	NS	Term	14,701,368	2.79726	0	0	0.001182	16.503451	1.33428	0.000423
2,019	20	29	10	F	NS	Term	447,383.548462	7.471233	0	0	0.002052	13.011174	2.136676	0.000275
2,013	42	59	18	M	S	VL	653,698.5	5.446574	0	0	0.048768	13.390403	1.863549	0.008954
2,019	7	19	13	M	S	Term	18,246.576172	1.824658	0	0	0.001488	9.811788	1.038387	0.000815
2,016	43	52	10	F	NS	Term	947,225.5	14.244905	0	0	0.017154	13.761294	2.724245	0.001204
2,016	14	32	19	M	NS	VL	82,473.140625	2.128767	0	0	0.002052	11.32024	1.140639	0.000964
2,018	37	44	8	M	NS	ULSG	6,084,520.5	10.315068	0	0	0.006982	15.621259	2.426135	0.000677
2,012	42	43	2	M	NS	Term	917,534.375	1.769863	0	0	0.00074	13.729446	1.018798	0.000418
2,015	52	69	18	M	NS	UL	343,488.25	4.756786	0	0	0.04224	12.746911	1.750379	0.00888
2,019	36	41	6	F	NS	Perm	1,636,454.681641	12.975343	0	0	0.005473	14.308043	2.637295	0.000422
2,017	21	51	31	M	NS	VL	6,677.907227	0.391781	0	0	0.000835	8.80671	0.330584	0.002133
2,016	48	62	15	M	S	ULSG	106,369.828125	1.813698	0	0	0.022166	11.574687	1.0345	0.012221
2,014	59	66	8	M	NS	Perm	702,465.6875	1.358904	0	0	0.007166	13.462353	0.858197	0.005274
2,019	17	20	4	M	U	ULSG	1,589,221.942871	4.747945	0	0	0.003971	14.278756	1.748842	0.000836
2,018	48	57	10	F	NS	Term	16,421,232.851563	31.073973	0	0	0.051765	16.614086	3.468045	0.001666
2,012	38	49	12	F	NS	Term	13,972.599609	0.139726	0	0	0.000147	9.544925	0.130788	0.001055
2,019	46	50	5	M	NS	VL	1,643,835.625	0.328767	0	0	0.000292	14.312543	0.284252	0.000887
2,018	61	61	1	M	NS	UL	3,528,255.46875	2.068493	0	0	0.003064	15.076314	1.121187	0.001481
2,017	27	37	11	F	NS	VLSG	3,227,177.5	5.473972	0	0	0.002331	14.987119	1.86779	0.000426
2,016	24	38	15	F	NS	Term	4,084,235.25	27.725109	0	0	0.015452	15.222645	3.357772	0.000557
2,017	40	52	13	F	S	Perm	348,493.1875	0.871233	0	0	0.003012	12.761377	0.626598	0.003457
2,015	38	54	17	F	NS	Term	3,685,414.5	12.496143	0	0	0.020119	15.119894	2.602404	0.00161
2,012	54	66	13	M	NS	VL	5,843,429.5	19.497873	0	0	0.116871	15.580829	3.020321	0.005994
2,019	24	32	9	F	NS	Term	1,097,945.210938	3.739726	0	0	0.001027	13.908952	1.555979	0.000275
2,018	24	33	10	F	NS	Perm	1,844,814.790894	5.849315	0	0	0.00173	14.42789	1.924149	0.000296
2,019	46	58	13	F	NS	VL	58,305.5625	1.758904	0	0	0.003951	10.97347	1.014834	0.002246
2,017	58	72	15	M	NS	ULSG	1,966,848.75	5.873972	0	0	0.073012	14.491944	1.927742	0.01243
2,019	74	76	3	M	NS	Term	134,246.578125	0.536986	0	0	0.004627	11.807441	0.429824	0.008616
2,019	41	58	18	M	NS	ULSG	2,704,109.5	0.90137	1	3,000,000	0.00297	14.810284	0.642575	0.003295
2,019	47	74	28	M	NS	ULSG	739,726.035156	0.739726	0	0	0.013461	13.514037	0.553728	0.018198
2,017	76	83	8	M	NS	ULSG	107,945.203125	2.158904	0	0	0.081911	11.589388	1.150225	0.037941
2,019	53	55	3	M	NS	Term	876,369.855469	4.893151	0	0	0.006248	13.683545	1.773791	0.001277
2,013	54	63	10	M	NS	Term	73,547.9375	2.758904	0	0	0.012128	11.205706	1.324127	0.004396
2,018	20	42	23	F	S	Term	174,961.776123	9.873972	0	0	0.015767	12.072329	2.386372	0.001597
2,016	59	61	3	M	NS	Term	2,849,315	0.569863	0	0	0.001285	14.86259	0.450988	0.002256
2,016	59	61	3	M	NS	Term	2,849,315	0.569863	0	0	0.001263	14.86259	0.450988	0.002216
2,018	16	27	12	F	NS	VLSG	34,520.546875	0.690411	0	0	0.000238	10.449339	0.524972	0.000345
2,019	37	55	19	M	S	Term	1,042,739.6875	1.761644	0	0	0.010268	13.857363	1.015826	0.005829
2,017	49	66	18	F	NS	Term	1,095.900024	0.010959	0	0	0.000056	7.000243	0.010899	0.00515
2,019	65	71	7	M	NS	Term	75,616.4375	0.756164	0	0	0.00583	11.233442	0.563132	0.00771
2,019	43	56	14	M	S	Term	45,205.480469	0.90411	0	0	0.005816	10.718996	0.644014	0.006433
2,012	30	30	1	M	S	Perm	84,069.828125	6.41471	0	0	0.002027	11.339415	2.003466	0.000316
2,017	67	75	9	M	NS	ULSG	158,972.546875	1.454794	0	0	0.020539	11.976493	0.898043	0.014118
2,019	38	55	18	M	NS	Term	180,070.890625	0.169863	0	0	0.000391	12.101111	0.156887	0.0023
2,017	54	80	27	M	NS	Term	83,013.75	1.660275	0	0	0.062714	11.326774	0.978429	0.037773
2,013	53	57	5	M	S	Term	97,260.296875	0.972603	0	0	0.006325	11.485156	0.679354	0.006503
2,012	56	73	18	F	S	UL	11,399.969727	2.033243	1	7,145	0.056477	9.341454	1.109632	0.027777
2,019	30	31	2	F	S	ULSG	26,821.917969	0.950685	0	0	0.000233	10.197012	0.668181	0.000245
2,015	28	40	13	F	NS	ULSG	1,245,470.75	11.268495	0	0	0.006536	14.035025	2.507035	0.00058
2,015	6	24	19	M	S	Perm	40,628.921875	2.988741	0	0	0.00263	10.61226	1.383476	0.00088
2,016	59	73	15	M	NS	VLSG	762,841.4375	0.546448	0	0	0.008155	13.544807	0.435961	0.014924
2,018	56	57	2	M	NS	Perm	119,589.039063	0.265753	0	0	0.000323	11.691825	0.235668	0.001216
2,018	50	60	11	F	NS	Perm	197,521.05307	3.805479	0	1,164	0.009228	12.193606	1.569757	0.002425
2,019	42	45	4	F	NS	Term	6,690,068.65625	11.909589	0	0	0.005374	15.716135	2.55797	0.000451
2,013	61	69	9	M	NS	ULSG	388,661.65625	0.736807	0	0	0.005732	12.870467	0.552048	0.007779
2,012	16	49	34	M	U	Perm	2,178,886	15.663356	0	0	0.038161	14.594325	2.813212	0.002436
2,012	54	64	11	M	NS	Term	22,528,192	17.064377	0	0	0.079149	16.930278	2.893942	0.004638
2,016	44	50	7	M	NS	Term	29,153	0.898907	0	0	0.000893	10.280347	0.641278	0.000994
2,017	44	47	4	M	S	Term	458,799.25	1.835197	0	0	0.00337	13.03637	1.042111	0.001836
2,012	36	45	10	M	NS	Term	52,054.800781	0.520548	0	0	0.00043	10.860072	0.419071	0.000826
2,017	34	45	12	F	NS	VL	393,561.4375	1.402739	0	0	0.000945	12.882995	0.876609	0.000674
2,013	28	41	14	F	NS	Term	246,534.140625	3.934245	0	0	0.002542	12.41526	1.5962	0.000646
2,014	34	37	4	M	NS	Other	468,766.875	0.646575	0	0	0.000195	13.057863	0.498697	0.000302
2,015	42	56	15	M	NS	ULSG	151,369.75	0.605479	0	0	0.001417	11.927487	0.473422	0.00234
2,016	54	60	7	F	NS	Term	2,027,655.25	3.13611	0	0	0.006773	14.522391	1.419756	0.00216
2,013	66	67	2	M	U	Perm	63,393.664063	2.232876	0	0	0.010268	11.057135	1.173372	0.004599
2,014	18	44	27	M	S	VL	115,940.09375	0.260274	0	0	0.000731	11.660838	0.231329	0.002808
2,018	53	73	21	F	NS	VLSG	34,109.589844	0.252055	0	0	0.002862	10.437363	0.224786	0.011355
2,013	55	57	3	F	NS	Perm	204,161.421875	3.40274	0	0	0.004123	12.226671	1.482227	0.001212
2,019	58	67	10	M	S	Term	42,876.710938	0.857534	0	0	0.018104	10.666107	0.61925	0.021112
2,016	19	34	16	M	S	Term	203,005.453125	4.060109	0	0	0.004276	12.220993	1.621388	0.001053

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