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
2,015	35	41	7	M	NS	Perm	904,465.3125	34.378086	0	0	0.017533	13.7151	3.566093	0.00051
2,012	38	54	17	M	S	VL	2,083,972.75	6.319672	0	0	0.034402	14.549787	1.990566	0.005444
2,019	38	40	3	M	S	ULSG	423,013.6875	0.528767	0	0	0.000515	12.955162	0.424462	0.000975
2,016	47	60	14	M	S	Term	151,291.59375	3.025832	1	50,000	0.029464	11.926971	1.392732	0.009737
2,015	62	80	19	F	NS	Perm	473,799.875	2.339727	0	0	0.062962	13.068542	1.205889	0.02691
2,015	26	35	10	F	NS	UL	392,076.5	0.784153	0	0	0.000259	12.879215	0.578944	0.00033
2,015	42	60	19	M	NS	Perm	1,012,406.5625	7.430136	0	0	0.030166	13.827842	2.131813	0.00406
2,019	24	36	13	M	NS	VLSG	111,643.837402	2.232877	0	0	0.001197	11.623078	1.173372	0.000536
2,012	45	59	15	F	NS	ULSG	342,234.9375	5.722369	0	0	0.014223	12.743256	1.905441	0.002486
2,012	47	57	11	F	NS	Term	798,242.9375	6.298436	0	0	0.011374	13.59017	1.98766	0.001806
2,018	50	56	7	M	S	Term	4,839,725.875	1.553425	0	0	0.008137	15.392369	0.937435	0.005238
2,012	41	46	6	F	NS	Term	6,660,467.5	20.502918	0	0	0.01248	15.7117	3.068189	0.000609
2,019	48	84	37	M	S	UL	13,714.520508	0.29589	0	0	0.025564	9.526283	0.259198	0.086399
2,015	60	78	19	F	NS	VLSG	178,259.625	3.111768	0	0	0.062111	12.091002	1.413853	0.01996
2,015	47	52	6	M	NS	Other	547,945	0.547945	0	0	0.000636	13.213932	0.436928	0.00116
2,018	22	27	6	M	NS	ULSG	164,383.5625	0.657534	0	0	0.000232	12.009964	0.505331	0.000353
2,019	37	38	2	M	NS	Term	306,575.344727	0.060274	0	0	0.000012	12.633222	0.058527	0.000205
2,018	48	67	20	M	S	Perm	127,534.25	2.550685	0	0	0.054722	11.756148	1.267141	0.021454
2,018	51	66	16	M	NS	Term	265,419.171875	7.789041	0	0	0.049054	12.489069	2.173506	0.006298
2,016	38	43	6	M	NS	Term	16,145,951	28.468121	0	0	0.016123	16.59718	3.383309	0.000566
2,013	47	48	2	F	NS	VLSG	767,329.3125	5.396473	0	0	0.001526	13.550673	1.855747	0.000283
2,012	35	44	10	M	S	Perm	668,837.5625	4.591977	0	0	0.008519	13.413298	1.721333	0.001855
2,019	58	65	8	M	NS	Term	2,813,045.25	4.424657	0	0	0.020486	14.849779	1.690955	0.00463
2,019	62	81	20	F	S	UL	1,369.863037	0.054795	0	0	0.00328	7.223196	0.053346	0.059861
2,013	47	53	7	F	NS	Other	347,945	0.347945	0	0	0.000372	12.759803	0.298581	0.00107
2,019	52	83	32	F	S	Other	404,222.34375	2.745205	0	0	0.1953	12.909723	1.320476	0.071142
2,013	36	89	54	M	U	Term	9,689.853516	0.353425	0	0	0.046319	9.178938	0.302638	0.131058
2,012	44	57	14	M	NS	Term	570,810.3125	3.940062	0	0	0.010282	13.254814	1.597378	0.00261
2,016	63	68	6	M	NS	Term	3,048,844.25	22.749014	0	0	0.122965	14.930273	3.167541	0.005405
2,018	42	53	12	F	NS	Perm	277,260.277344	1.978082	0	0	0.002632	12.532716	1.09128	0.001331
2,015	24	36	13	M	NS	Term	4,576.5	0.18306	0	0	0.000097	8.428908	0.168104	0.00053
2,018	41	67	27	M	NS	Term	543,287.6875	2.027397	0	0	0.016746	13.205396	1.107703	0.00826
2,015	44	57	14	F	S	VLSG	60,655.800781	0.606558	0	0	0.003512	11.012987	0.474094	0.00579
2,012	45	65	21	M	NS	ULSG	687,636.625	2.02459	0	0	0.01294	13.441017	1.106776	0.006392
2,014	59	78	20	F	NS	Term	51,780.851563	1.035617	0	0	0.022675	10.854795	0.710799	0.021895
2,013	21	26	6	F	S	Term	15,821.924805	0.452055	0	0	0.000137	9.669215	0.37298	0.000303
2,018	63	65	3	F	NS	Term	994,520.5625	0.994521	0	0	0.002608	13.810017	0.690404	0.002622
2,017	29	29	1	M	NS	VLSG	445,405.78125	1.671233	0	0	0.00028	13.006743	0.98254	0.000168
2,012	43	57	15	M	S	Perm	66,818.65625	0.904109	0	0	0.006433	11.109753	0.644014	0.007115
2,015	37	47	11	M	NS	Term	2,674,630.25	17.449448	0	0	0.017275	14.799322	2.915034	0.00099
2,016	27	43	17	M	NS	Term	717,260	1.117808	0	0	0.001111	13.483195	0.750382	0.000994
2,013	31	32	2	M	S	Term	14,961,446	47.895897	0	0	0.022316	16.520987	3.889693	0.000466
2,015	35	39	5	F	NS	Term	12,681,824	46.61972	0	0	0.016783	16.35568	3.863247	0.00036
2,014	67	67	1	M	NS	ULSG	558,910.9375	0.156164	0	0	0.000324	13.233747	0.145108	0.002073
2,012	73	76	4	F	NS	ULSG	1,875,342	1.476712	0	0	0.010637	14.444302	0.906932	0.007203
2,014	37	38	2	F	NS	Term	99,178	0.49589	0	0	0.00009	11.504682	0.402721	0.000181
2,012	42	61	20	M	U	UL	1,485,314.5	11.233191	0	0	0.072829	14.211138	2.504153	0.006483
2,013	52	62	11	F	NS	VLSG	62,295	0.103825	0	0	0.000311	11.039652	0.098781	0.002999
2,017	37	45	9	M	NS	Perm	2,342,664.25	4.120443	0	0	0.003051	14.6668	1.633241	0.00074
2,016	23	36	14	M	NS	VLSG	1,753,781.375	3.185897	0	0	0.001804	14.377285	1.431721	0.000566
2,019	39	41	3	M	NS	ULSG	1,728,063.875	5.750685	0	0	0.002186	14.362513	1.909644	0.00038
2,019	43	59	17	M	NS	VLSG	1,280,904.09375	10.263013	0	0	0.037113	14.063077	2.421524	0.003616
2,012	20	29	10	M	NS	Term	245,698.59375	0.449315	0	0	0.000202	12.411865	0.371091	0.000449
2,017	50	66	17	M	S	Term	3,835.625	0.153425	0	0	0.002863	8.252348	0.142736	0.01866
2,017	35	52	18	M	NS	VL	527,927.9375	3.558358	0	0	0.006113	13.176717	1.516962	0.001718
2,013	36	46	11	F	NS	Term	113,013.75	0.452055	0	0	0.000315	11.635274	0.37298	0.000697
2,015	52	56	5	M	NS	Term	21,301.375	0.852055	0	0	0.001448	9.966574	0.616296	0.0017
2,017	4	30	27	M	S	UL	1,867,596.75	68.449913	0	0	0.058118	14.440164	4.240606	0.000849
2,013	38	48	11	F	NS	Term	870,873.3125	3.437929	0	0	0.00295	13.677253	1.490188	0.000858
2,019	40	40	1	F	S	VLSG	98,904.109375	0.989041	0	0	0.000408	11.501916	0.687653	0.000412
2,017	18	38	21	F	NS	Term	67,123.25	0.268493	0	0	0.000218	11.114301	0.23783	0.000812
2,015	47	60	14	M	S	UL	413.060333	0.065753	0	0	0.000644	6.026012	0.063682	0.0098
2,015	46	60	15	M	S	Term	40,710.398438	0.407104	0	0	0.00423	10.614263	0.341534	0.01039
2,018	55	61	7	M	NS	UL	1,307,215.167969	3.975343	0	0	0.01049	14.08341	1.604494	0.002639
2,018	35	59	25	F	S	VL	211,764.079102	1.454795	0	0	0.011056	12.263233	0.898043	0.0076
2,019	7	25	19	F	S	Term	11,726.027344	0.586301	0	0	0.000207	9.369651	0.461405	0.000353
2,013	24	36	13	M	S	VLSG	306,083.4375	2.640287	0	0	0.002835	12.631616	1.292063	0.001074
2,018	39	69	31	F	NS	Term	292,635.619141	2.441096	0	0	0.01682	12.586687	1.23579	0.00689
2,013	47	73	27	F	S	Perm	705,562	0.616438	0	0	0.017209	13.466751	0.480225	0.027916
2,015	73	90	18	M	NS	UL	57,923.5	0.579235	0	0	0.083508	10.966896	0.456941	0.14417
2,014	48	70	23	M	S	Term	17,534.199219	0.175342	0	0	0.004849	9.771966	0.161559	0.027657
2,016	5	21	17	M	S	UL	853,906.8125	8.243986	0	0	0.007208	13.657579	2.223973	0.000874
2,016	42	58	17	F	NS	VLSG	20,197.119141	0.071233	0	0	0.000169	9.913345	0.06881	0.002379
2,014	26	26	1	M	S	Term	2,441,096.5	4.882193	0	0	0.001916	14.707958	1.77193	0.000393
2,018	41	54	14	M	NS	Term	952,054.8125	0.380822	0	0	0.00071	13.766379	0.322679	0.001864
2,016	49	51	3	M	S	UL	33,887.242188	0.128768	0	0	0.000302	10.430823	0.121127	0.002345
2,013	0	3	4	F	NS	Perm	23,010,088	75.280907	0	0	0.005346	16.951443	4.334423	0.000071
2,014	64	84	21	M	NS	UL	384,033.4375	27.101374	1	15,000	1.840549	12.858488	3.335818	0.067913
2,018	55	62	8	M	U	UL	102,438.357422	2.761644	0	0	0.017094	11.537026	1.324856	0.00619
2,017	44	57	14	M	NS	Term	521,730.3125	4.035385	0	0	0.010199	13.164908	1.61649	0.002527
2,017	58	59	2	M	NS	UL	353,874.71875	6.251717	0	0	0.008086	12.776701	1.981238	0.001293
2,018	29	29	1	M	NS	Term	9,133,150.660156	16.383562	0	0	0.002732	16.027421	2.855525	0.000167
2,014	24	41	18	F	NS	Term	326,849.1875	2.254794	0	0	0.001609	12.697257	1.180129	0.000713
2,018	48	48	1	F	NS	Term	634,432.867188	4.6	0	0	0.001134	13.360488	1.722767	0.000246
2,016	34	63	30	F	S	Term	26,986.300781	0.539726	0	0	0.005957	10.203122	0.431604	0.011037
2,017	38	47	10	M	NS	Perm	5,228,355	17.076504	0	0	0.01551	15.469607	2.894613	0.000908
2,019	37	115	79	F	U	Perm	747.94519	0.747945	0	0	0.370247	6.618666	0.558441	0.495019
2,016	45	78	34	F	U	Perm	6,770,903.5	493.109497	13	165,689	14.398617	15.728145	6.202757	0.0292
2,017	37	54	18	M	NS	Term	593,835.5	2.375342	0	0	0.004995	13.294359	1.216497	0.002103
2,017	46	64	19	F	NS	Term	6,053,441	48.846573	1	100,000	0.20223	15.616138	3.90895	0.00414
2,014	62	72	11	M	NS	VL	80,953.429688	1.50137	0	0	0.017966	11.301642	0.916839	0.011966
2,012	37	37	1	F	NS	Term	1,993,873.25	3.65213	0	0	0.000408	14.50559	1.537325	0.000112
2,017	28	34	7	F	NS	UL	78,219.203125	1.443836	0	0	0.000358	11.267283	0.893569	0.000248
2,015	39	48	10	F	NS	Term	2,980,908.75	5.304108	0	0	0.004508	14.907739	1.841202	0.00085
2,019	68	68	1	F	NS	VLSG	29,463.484375	0.361644	0	0	0.000479	10.290941	0.308693	0.001324
2,015	42	52	11	F	NS	UL	771,770.0625	2.898631	0	0	0.003681	13.556443	1.360625	0.00127
2,019	69	77	9	M	NS	Term	312,328.78125	0.416438	0	0	0.007103	12.651815	0.348146	0.017057
2,013	29	57	29	F	S	Term	34,041.074219	1.361643	0	0	0.008606	10.435353	0.859358	0.00632
2,015	17	38	22	M	U	Term	22,739.699219	0.227397	0	0	0.00035	10.031912	0.204896	0.00154
2,013	58	64	7	M	NS	Term	4,337,262	14.948108	0	0	0.064348	15.282754	2.76934	0.004305

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