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
2,018	0	3	4	F	S	VL	40,273.972656	0.40274	0	0	0.000028	10.603486	0.338427	0.000069
2,015	28	32	5	M	U	Term	187,841.5	0.751366	0	0	0.000263	12.143359	0.560396	0.00035
2,018	38	54	17	F	NS	Term	1,018,493.144531	1.654795	0	0	0.00274	13.833836	0.976367	0.001656
2,012	64	64	1	F	NS	Term	143,476.40625	0.779026	0	0	0.000703	11.873933	0.576066	0.000903
2,018	35	44	10	M	NS	Term	153,426.296875	0.430137	0	0	0.000321	11.940982	0.35777	0.000746
2,013	22	29	8	M	NS	Term	27,739.724609	1.109589	0	0	0.000393	10.230657	0.746493	0.000355
2,014	42	60	19	M	NS	Term	740,226.75	11.038357	0	0	0.045104	13.514713	2.488098	0.004086
2,014	60	89	30	M	S	UL	10,000	1	1	10,000	0.146617	9.21044	0.693147	0.146617
2,019	51	67	17	F	NS	Perm	2,403,283.558594	18.008219	0	0	0.093983	14.692347	2.944871	0.005219
2,012	27	31	5	F	NS	Term	3,170,751	6.131612	0	0	0.00112	14.969479	1.964537	0.000183
2,017	50	64	15	M	NS	VLSG	392,603.03125	1.270851	0	0	0.006399	12.880557	0.820155	0.005035
2,016	54	66	13	M	NS	Term	2,698,630	1.079452	0	0	0.006779	14.808255	0.732104	0.00628
2,016	75	80	6	M	NS	ULSG	1,194,775.5	1.098885	0	0	0.021827	13.99347	0.741406	0.019862
2,016	43	53	11	F	S	Term	333,333.5	0.666667	0	0	0.002501	12.716902	0.510826	0.003752
2,015	38	55	18	F	NS	Term	434,246.5	0.868493	0	0	0.001581	12.98137	0.625132	0.00182
2,015	60	72	13	F	U	UL	25,165.779297	4.380823	0	0	0.049503	10.13328	1.682841	0.0113
2,016	38	62	25	F	NS	Term	1,643.849976	0.032877	0	0	0.000118	7.405404	0.032348	0.003603
2,016	39	56	18	M	NS	UL	2,778,504.75	20.362686	0	0	0.050379	14.837424	3.061646	0.002474
2,019	1	35	35	M	U	Perm	898,293.503906	7.153425	0	0	0.008576	13.708253	2.098438	0.001199
2,015	37	66	30	F	S	Perm	137,141.75	0.523288	0	0	0.008216	11.828778	0.420871	0.0157
2,014	18	38	21	F	NS	Term	14,657.525391	0.586301	0	0	0.000483	9.592777	0.461405	0.000824
2,017	40	51	12	M	NS	VLSG	1,385,099	8.967043	0	0	0.012748	14.141283	2.299284	0.001422
2,014	62	72	11	F	NS	Term	66,191.757813	0.827397	0	0	0.006318	11.100326	0.602893	0.007637
2,018	38	56	19	M	NS	Term	2,184,706.84375	6.693151	0	0	0.016874	14.596993	2.04033	0.002521
2,013	40	46	7	M	S	Perm	2,709,263.25	4.682191	0	0	0.008679	14.812188	1.737337	0.001854
2,018	30	58	29	M	S	Term	43,808.21875	2.736986	0	0	0.02156	10.6876	1.31828	0.007877
2,016	46	53	8	F	NS	UL	55,342.5	0.553425	0	0	0.000639	10.921314	0.440462	0.001154
2,018	29	58	30	F	NS	UL	2,328,652.910156	19.956164	0	0	0.052915	14.660801	3.042433	0.002652
2,016	72	82	11	F	S	Perm	931.51001	0.093151	0	0	0.005803	6.83788	0.089064	0.062301
2,017	54	71	18	F	S	ULSG	2,739.699951	0.027397	0	0	0.000624	7.915969	0.027028	0.02279
2,019	26	48	23	M	NS	Term	146,301.367188	0.975342	0	0	0.001474	11.893431	0.680742	0.001511
2,017	45	67	23	M	S	UL	941,150.5	1.668493	0	0	0.034378	13.754859	0.981514	0.020604
2,019	21	35	15	M	S	Term	16,575.342773	0.331507	0	0	0.000349	9.715732	0.286311	0.001053
2,019	62	72	11	F	S	VL	61,917.808594	0.309589	0	0	0.00738	11.033579	0.269713	0.023838
2,013	25	35	11	F	NS	VLSG	600,933.5	1.808219	0	0	0.000621	13.306241	1.03255	0.000343
2,018	38	44	7	M	NS	Term	13,301,369.75	2.038356	0	0	0.00132	16.403378	1.111317	0.000647
2,017	19	50	32	M	S	Term	51,369.851563	2.054794	0	0	0.008054	10.846826	1.116712	0.003919
2,016	21	34	14	M	NS	Perm	2,064,453.25	1.150274	0	0	0.000606	14.540376	0.765595	0.000527
2,015	59	80	22	F	NS	VL	149,315	0.29863	0	0	0.008036	11.91382	0.26131	0.02691
2,015	44	58	15	F	S	UL	876,712	0.876712	0	0	0.005988	13.683935	0.629521	0.00683
2,018	44	60	17	M	NS	Perm	134,970.09668	1.465753	0	0	0.005924	11.812816	0.902497	0.004042
2,019	32	34	3	F	NS	Term	65,364.382813	0.827397	0	0	0.000146	11.087748	0.602893	0.000177
2,015	25	34	10	M	S	Term	44,698.625	1.465753	0	0	0.001202	10.70772	0.902497	0.00082
2,013	35	56	22	M	NS	Term	15,305.064453	0.99726	0	0	0.002889	9.636004	0.691776	0.002897
2,012	22	27	6	M	NS	ULSG	8,767.125	0.350685	0	0	0.000129	9.078878	0.300612	0.000367
2,014	78	92	15	M	NS	VLSG	7,625.506836	0.073973	0	0	0.013014	8.939385	0.071365	0.175926
2,012	55	63	9	F	NS	VL	121,741.757813	1.983562	0	0	0.006258	11.709666	1.093118	0.003155
2,014	46	49	4	M	NS	UL	285,277.625	4.88767	0	0	0.004083	12.561222	1.77286	0.000835
2,014	56	56	1	F	NS	UL	540,000.1875	4.334248	0	0	0.001437	13.199327	1.674148	0.000332
2,015	51	62	12	M	NS	Term	141,197.546875	1.907224	0	0	0.007305	11.857922	1.067199	0.00383
2,015	57	61	5	M	S	Perm	65,120.390625	2.419178	0	0	0.025692	11.084008	1.2294	0.01062
2,014	51	52	2	M	NS	Term	6,963,550.5	21.709585	0	0	0.016824	15.7562	3.122787	0.000775
2,018	61	73	13	M	NS	Perm	74,219.265625	0.906849	0	0	0.012677	11.214793	0.645452	0.013979
2,015	37	60	24	M	S	UL	582,619.25	1.106849	0	0	0.011556	13.275291	0.745193	0.01044
2,012	5	19	15	F	NS	VL	1,025,909.6875	19.110016	0	0	0.005247	13.841091	3.001218	0.000275
2,017	18	43	26	F	NS	Perm	2,720.754395	0.556164	0	0	0.000485	7.909032	0.442224	0.000872
2,014	64	73	10	M	S	VLSG	16,143.637695	0.572603	0	0	0.018735	9.689343	0.452732	0.032719
2,018	64	77	14	M	NS	Perm	733,799.796875	4.279452	0	0	0.088075	13.505993	1.663822	0.020581
2,016	71	87	17	F	NS	ULSG	22,131.150391	0.885246	0	0	0.06051	10.004787	0.634058	0.068354
2,018	45	65	21	M	S	Term	4,821.917969	0.482192	0	0	0.008486	8.481134	0.393522	0.017599
2,014	32	44	13	F	NS	Term	95,616.398438	0.956164	0	0	0.000682	11.46811	0.670985	0.000713
2,012	37	71	35	M	U	VL	547,531.1875	1.287282	0	0	0.021757	13.213177	0.827364	0.016902
2,012	42	72	31	F	U	Perm	1,318,405.5	40.925053	0	0	0.615298	14.091934	3.735884	0.015035
2,018	28	34	7	M	S	Perm	802,038.196533	51.731505	0	0	0.03806	13.594913	3.965213	0.000736
2,019	35	63	29	M	S	Perm	1,043,772.599609	20.306849	0	0	0.287597	13.858353	3.059029	0.014163
2,013	47	56	10	F	NS	Term	3,296,903	10.482193	0	0	0.01651	15.008494	2.440797	0.001575
2,019	37	46	10	F	NS	Term	566,301.352539	4.147945	0	0	0.002645	13.246883	1.638598	0.000638
2,017	30	40	11	F	NS	VLSG	4,083,558.75	15.128021	0	0	0.007791	15.22248	2.780558	0.000515
2,013	40	53	14	M	NS	ULSG	564,990.5	4.613303	0	0	0.008084	13.244566	1.725139	0.001752
2,012	45	52	8	F	NS	Perm	1,015,124.4375	0.196721	0	0	0.000204	13.830523	0.179585	0.001035
2,018	69	70	2	M	S	Term	13,150.68457	0.131507	0	0	0.001531	9.484305	0.12355	0.011644
2,019	35	51	17	F	NS	Term	656,301.375	4.350685	0	0	0.005591	13.394377	1.677225	0.001285
2,018	62	71	10	M	NS	ULSG	1,276,464.6875	8.463014	0	0	0.080114	14.059606	2.247391	0.009466
2,017	65	69	5	M	NS	VLSG	137,291.328125	1.125653	0	0	0.006168	11.829868	0.754079	0.005479
2,014	66	79	14	M	NS	ULSG	678,356.25	6.013699	0	0	0.157603	13.427429	1.947865	0.026207
2,015	33	48	16	M	NS	VL	770,530.4375	11.679125	0	0	0.014482	13.554836	2.539957	0.00124
2,015	52	58	7	M	NS	VLSG	1,441,555.375	4.472028	0	0	0.009212	14.181234	1.699649	0.00206
2,019	31	42	12	F	NS	Perm	600,000	1.2	0	0	0.000718	13.304687	0.788457	0.000598
2,017	46	58	13	M	S	Perm	48,767.101563	0.975342	0	0	0.007925	10.794832	0.680742	0.008125
2,018	57	58	2	F	NS	Term	2,900,198.570313	26.350685	0	0	0.023637	14.88029	3.308742	0.000897
2,015	19	43	25	M	U	Perm	106,359.3125	13.851508	0	0	0.027287	11.574588	2.698101	0.00197
2,016	31	42	12	M	NS	UL	563,287	0.356164	0	0	0.000251	13.241546	0.30466	0.000705
2,017	70	72	3	F	NS	Term	215,753.5	0.863014	0	0	0.003257	12.281896	0.622196	0.003774
2,018	55	71	17	F	NS	Term	156,164.390625	0.312329	0	0	0.002441	11.958671	0.271803	0.007817
2,013	71	92	22	M	NS	UL	1,393,972.75	0.580822	0	0	0.09844	14.147669	0.457945	0.169484
2,019	47	48	2	M	NS	Term	513,013.703125	1.89863	0	0	0.001018	13.14806	1.064238	0.000536
2,016	55	55	1	F	NS	UL	7,582,824.5	5.118175	0	0	0.00163	15.841396	1.811264	0.000318
2,019	49	70	22	F	NS	Perm	2,875,079.417969	3.536986	0	0	0.026821	14.871591	1.512263	0.007583
2,014	40	45	6	M	S	Term	1,568,493.5	1.172603	0	0	0.001876	14.265627	0.775926	0.0016
2,016	46	61	16	M	NS	Term	995,749.625	3.593698	0	0	0.014747	13.811252	1.524685	0.004104
2,015	64	65	2	F	NS	Term	12,831,965	2.071038	0	0	0.003376	16.36745	1.122016	0.00163
2,017	40	47	8	F	NS	Term	47,397.25	0.947945	0	0	0.000629	10.766341	0.666775	0.000664
2,019	41	62	22	F	S	VL	198,356.15918	1.709589	0	0	0.017693	12.197825	0.996797	0.01035
2,017	50	51	2	F	NS	UL	3,400,325.5	11.616439	0	0	0.005408	15.039382	2.535001	0.000466
2,018	37	54	18	F	NS	Perm	111,372.735352	7.786302	0	0	0.013355	11.620647	2.173194	0.001715
2,014	48	52	5	M	NS	Term	4,432,466	15.780822	0	0	0.018741	15.304467	2.820237	0.001188
2,016	24	40	17	M	NS	VL	128,551.976563	2.112023	0	0	0.001763	11.764096	1.135273	0.000835
2,019	31	67	37	M	NS	Perm	5,700,142.725586	195.065751	0	0	1.684578	15.556002	5.27845	0.008636
2,017	59	80	22	M	NS	Term	64,695.882813	1.808219	1	35,600	0.072426	11.077468	1.03255	0.040054
2,019	37	48	12	M	S	VL	115,753.425781	0.994521	0	0	0.002675	11.659226	0.690404	0.00269

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