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
2,013	48	60	13	F	NS	Term	181,019.078125	1.520465	0	0	0.004099	12.106363	0.924443	0.002696
2,012	43	55	13	F	NS	Term	482,527.40625	8.882515	0	0	0.015409	13.086795	2.290767	0.001735
2,013	63	71	9	M	NS	Term	275,917.78125	3.99452	1	50,000	0.035929	12.527862	1.608341	0.008994
2,018	43	59	17	M	NS	VL	26,482.191406	0.665753	0	0	0.002423	10.184266	0.510278	0.003639
2,018	84	97	14	M	NS	ULSG	17,945.205078	0.717808	0	0	0.174968	9.795134	0.541049	0.243753
2,015	30	43	14	F	S	Term	46,338.835938	0.573771	0	0	0.000901	10.743757	0.453475	0.00157
2,018	48	72	25	F	NS	UL	6,438.355957	0.128767	0	0	0.001222	8.770184	0.121126	0.009492
2,014	40	42	3	M	S	Term	25,068.5	0.50137	0	0	0.000595	10.129407	0.406378	0.001188
2,014	22	40	19	F	NS	Perm	2,505,026.75	80.786301	0	0	0.063316	14.73381	4.40411	0.000784
2,016	70	71	2	F	NS	Term	65,110.792969	1.537017	0	0	0.003809	11.083861	0.930989	0.002478
2,019	27	44	18	F	S	Term	129,589.039063	1.084931	0	0	0.001852	11.772131	0.734736	0.001707
2,017	47	62	16	F	S	UL	67,808.25	0.271233	0	0	0.002805	11.124454	0.239987	0.01034
2,016	31	45	15	F	NS	Term	117,459.148438	0.415301	0	0	0.000318	11.673854	0.347342	0.000766
2,019	53	85	33	M	NS	UL	372,321.914063	2.956164	2	246,550	0.222069	12.827517	1.375275	0.075121
2,013	40	52	13	M	NS	ULSG	83,006.953125	0.616371	0	0	0.000968	11.326692	0.480183	0.00157
2,014	54	59	6	F	NS	Perm	597,180.6875	39.852055	0	0	0.072879	13.299977	3.709957	0.001829
2,013	54	82	29	F	S	UL	280,955.90625	0.520548	1	539,731	0.035975	12.545957	0.419071	0.06911
2,015	45	65	21	F	NS	Perm	257,566.375	16.637575	0	0	0.080359	12.459037	2.870032	0.00483
2,018	24	45	22	M	S	Term	441,095.875	0.882192	0	0	0.002501	12.99702	0.632437	0.002835
2,019	22	29	8	M	NS	Term	480,821.917969	0.953425	0	0	0.000344	13.083254	0.669584	0.000361
2,015	31	32	2	M	NS	Term	1,720,510.25	2.873972	0	0	0.000431	14.358132	1.35428	0.00015
2,014	64	64	1	M	NS	Perm	783,080.25	5.572603	0	0	0.009871	13.570992	1.88291	0.001771
2,015	20	95	76	F	U	Perm	203,227.03125	122.400002	24	34,633	22.323311	12.222084	4.815431	0.18238
2,017	37	47	11	M	S	Term	2,216,612.75	4.128469	0	0	0.009538	14.611491	1.634807	0.00231
2,014	48	52	5	M	S	Term	2,485,742.5	18.1863	0	0	0.060217	14.726082	2.954196	0.003311
2,019	62	76	15	M	NS	Term	790,410.9375	1.580822	0	0	0.032512	13.58031	0.948108	0.020566
2,016	35	49	15	M	S	VL	536,338.8125	1.614754	0	0	0.005407	13.192523	0.96117	0.003348
2,018	59	60	2	M	NS	Perm	597,490.143311	10.906849	0	0	0.015621	13.300495	2.477114	0.001432
2,018	58	69	12	F	NS	Perm	1,627,397.25	1.024658	0	0	0.005222	14.302493	0.705401	0.005096
2,017	67	73	7	F	NS	VL	213,013.75	0.852055	0	0	0.005933	12.269117	0.616296	0.006963
2,013	62	64	3	F	NS	Perm	671,120.875	4.734246	0	0	0.010229	13.416706	1.746456	0.002161
2,018	59	88	30	M	NS	UL	294,572.087891	2.191781	0	0	0.246199	12.593282	1.160579	0.112328
2,016	26	36	11	F	NS	Term	620,219	0.620219	0	0	0.000241	13.33783	0.482561	0.000388
2,019	20	27	8	M	NS	Term	95,068.492188	0.950685	0	0	0.000473	11.462363	0.668181	0.000497
2,019	64	81	18	F	NS	Perm	97,260.273438	0.972603	0	0	0.029635	11.485156	0.679354	0.03047
2,013	27	30	4	F	S	ULSG	14,109.599609	0.282192	0	0	0.000085	9.554682	0.248571	0.000303
2,012	62	82	21	F	NS	Perm	884,116.625	26.400558	1	25,000	0.941427	13.692345	3.310563	0.035659
2,014	69	77	9	M	S	UL	110,958.898438	0.739726	0	0	0.031439	11.616924	0.553728	0.042501
2,017	29	54	26	F	S	Perm	1,074,306.625	30.997257	0	0	0.134779	13.887187	3.46565	0.004348
2,019	11	16	6	F	NS	Perm	227,516.65625	0.860274	0	0	0.000184	12.334983	0.620724	0.000214
2,019	36	38	3	F	NS	Term	12,202,158.685547	9.276712	0	0	0.002366	16.317124	2.32988	0.000255
2,018	37	53	17	F	NS	Term	316,438.34375	0.632877	0	0	0.000923	12.664887	0.490343	0.001459
2,014	55	81	27	F	NS	Perm	920,027.0625	0.865753	0	0	0.02702	13.732159	0.623665	0.031209
2,014	20	21	2	F	NS	Term	296,986.40625	2.539726	0	0	0.000587	12.601445	1.264049	0.000231
2,015	33	35	3	M	NS	Term	20,049,978	68.652061	0	0	0.016476	16.813739	4.243512	0.00024
2,014	60	78	19	M	NS	ULSG	2,367,260	7.830136	0	0	0.223962	14.677244	2.17817	0.028603
2,016	39	50	12	F	NS	Term	178,356.21875	1.575343	0	0	0.001772	12.091544	0.945983	0.001125
2,015	63	80	18	F	NS	Perm	848,107.9375	27.24202	0	0	0.782118	13.650764	3.340811	0.02871
2,018	29	32	4	F	NS	Term	17,525,550.921875	34.109589	0	0	0.00538	16.67917	3.558474	0.000158
2,019	43	77	35	F	NS	UL	355,647.382813	2.813699	0	0	0.049187	12.781698	1.3386	0.017481
2,012	51	69	19	M	NS	Term	120,573.601563	1.79178	0	0	0.017553	11.700024	1.026679	0.009796
2,017	44	74	31	F	U	Term	49,452.050781	0.989041	0	0	0.01872	10.808779	0.687653	0.018928
2,018	3	15	13	M	NS	Perm	151,974.428467	1.646575	0	0	0.000464	11.931474	0.973266	0.000282
2,013	41	41	1	F	NS	Term	2,068,542.75	18.10914	0	0	0.00256	14.542355	2.950167	0.000141
2,019	36	61	26	F	NS	Other	69,953.929688	0.745205	0	0	0.002412	11.155606	0.556872	0.003237
2,015	55	69	15	F	NS	Term	48,493.199219	0.484932	0	0	0.003123	10.789199	0.395369	0.00644
2,014	66	66	1	M	NS	VL	223,295.734375	1.317809	0	0	0.002493	12.316257	0.840622	0.001892
2,019	37	55	19	M	NS	Term	836,164.398438	2.769863	0	0	0.006588	13.636582	1.327039	0.002378
2,019	23	30	8	F	NS	Perm	226,027.390625	0.452055	0	0	0.000106	12.328416	0.37298	0.000235
2,014	64	78	15	M	NS	Term	156,165	0.156165	0	0	0.00389	11.958675	0.145108	0.024909
2,014	3	20	18	M	NS	Perm	4,148,314	124.528763	0	0	0.10784	15.238213	4.832535	0.000866
2,018	60	65	6	F	NS	Perm	347,548.1875	1.613699	0	0	0.005695	12.758661	0.960766	0.003529
2,013	29	29	1	F	NS	ULSG	928,767	0.928767	0	0	0.000066	13.741614	0.656881	0.000071
2,013	28	29	2	M	NS	Term	155,068.5	1.550685	0	0	0.000314	11.951629	0.936362	0.000203
2,019	20	44	25	M	NS	Other	40,557.359375	0.413699	0	0	0.000589	10.610497	0.346209	0.001423
2,014	39	54	16	M	NS	UL	208,989.140625	6.893149	0	0	0.013389	12.250042	2.065995	0.001942
2,019	48	49	2	F	NS	ULSG	54,246.574219	0.723288	0	0	0.000234	10.901314	0.544234	0.000324
2,017	70	81	12	M	NS	UL	578,054.6875	1.676712	0	0	0.06009	13.267425	0.984589	0.035838
2,015	45	51	7	F	NS	Term	3,854,884	3.854884	0	0	0.003392	15.164852	1.579985	0.00088
2,015	51	52	2	M	NS	Term	6,410,956.5	1.972602	0	0	0.001519	15.673519	1.089438	0.00077
2,013	55	82	28	F	NS	Term	4,219.180176	0.421918	0	0	0.014973	8.347633	0.352007	0.035489
2,012	39	53	15	F	NS	Perm	1,633,799.75	1.284932	0	0	0.001851	14.30642	0.826336	0.001441
2,018	46	50	5	M	NS	Term	9,365,753	2.879452	0	0	0.00257	16.05257	1.355694	0.000893
2,014	52	59	8	M	NS	Term	3,021,917	3.021917	0	0	0.007269	14.921402	1.391759	0.002405
2,014	38	40	3	M	NS	Term	8,657,530	0.865753	0	0	0.000322	15.97394	0.623665	0.000372
2,017	23	26	4	M	NS	VLSG	2,843,835	0.947945	0	0	0.00029	14.860664	0.666775	0.000306
2,017	38	49	12	F	NS	Perm	91,190.507813	1.720547	0	0	0.001687	11.420717	1.000833	0.000981
2,013	58	61	4	F	NS	Term	114,520.453125	0.416438	0	0	0.000786	11.648517	0.348145	0.001888
2,017	51	59	9	F	NS	Term	5,053,770	35.739731	0	0	0.071505	15.435645	3.603859	0.002001
2,018	43	66	24	F	NS	Other	106,377.464844	1.339726	0	0	0.007329	11.574758	0.850034	0.005471
2,018	36	37	2	F	S	Perm	494,962.6875	0.413699	0	0	0.000179	13.11224	0.346209	0.000434
2,018	23	27	5	F	NS	UL	55,342.464844	0.553425	0	0	0.000098	10.921314	0.440462	0.000177
2,019	42	56	15	M	NS	Term	2,289,041.125	8.378082	0	0	0.020171	14.643644	2.238375	0.002408
2,013	42	50	9	M	S	Term	621,945.3125	0.90137	0	0	0.002721	13.340609	0.642575	0.003018
2,013	25	29	5	M	NS	Term	1,071,349	4.142382	0	0	0.001049	13.88443	1.637516	0.000253
2,019	49	73	25	M	NS	Perm	100,982.427979	5.131507	0	0	0.08718	11.522712	1.813441	0.016989
2,014	15	23	9	M	U	Perm	7,494,064.5	5.553425	0	0	0.004918	15.829622	1.879988	0.000886
2,019	37	70	34	M	NS	Term	58,493.152344	0.334247	0	0	0.003737	10.976682	0.288367	0.01118
2,015	57	59	3	F	NS	ULSG	1,163,619.75	8.468491	0	0	0.010586	13.967047	2.24797	0.00125
2,016	43	46	4	F	NS	Perm	240,509.625	15.196326	0	0	0.007713	12.39052	2.784784	0.000508
2,017	35	61	27	M	NS	Term	81,096.5	3.243827	0	0	0.01518	11.303407	1.445465	0.00468
2,017	19	28	10	M	NS	UL	79,452	0.158904	0	0	0.000072	11.282921	0.147475	0.000454
2,014	51	56	6	F	NS	Perm	602,740	0.120548	0	0	0.00017	13.309243	0.113818	0.001407
2,017	51	59	9	F	NS	UL	107,711.273438	0.167123	0	0	0.000334	11.587219	0.154542	0.002001
2,012	55	61	7	M	NS	Term	5,068,819	17.447159	0	0	0.051222	15.438619	2.91491	0.002936
2,016	37	46	10	M	NS	VL	1,309,807.375	4.321132	0	0	0.003607	14.085391	1.671686	0.000835
2,018	57	80	24	M	U	Term	2,806.69043	1.821918	0	0	0.084251	7.940118	1.037417	0.046243
2,019	49	63	15	F	NS	Other	22,992.197266	0.734247	0	0	0.002687	10.042954	0.550573	0.003659
2,013	36	45	10	M	NS	Term	87,191.75	1.386301	0	0	0.001095	11.375876	0.869744	0.00079
2,016	49	65	17	F	NS	Term	247,267.75	0.989071	0	0	0.004607	12.418231	0.687668	0.004658

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