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
2,016	32	48	17	F	NS	Term	2,946,739.5	11.043835	0	0	0.011211	14.89621	2.488553	0.001015
2,014	39	43	5	M	NS	Term	39,604,680	143.36438	0	0	0.0808	17.494458	4.972341	0.000564
2,018	48	55	8	M	NS	ULSG	21,076,652.632813	17.926027	0	0	0.029719	16.863677	2.940538	0.001658
2,018	60	76	17	M	S	Perm	30,191.780273	0.956164	0	0	0.044282	10.315358	0.670986	0.046312
2,014	25	33	9	F	S	Term	28,904.099609	0.578082	0	0	0.000285	10.271773	0.45621	0.000492
2,015	35	61	27	M	NS	Perm	5,217,111.5	17.646482	1	250,003	0.079056	15.467455	2.925658	0.00448
2,014	27	35	9	F	NS	UL	827,394.875	6.402739	0	0	0.002059	13.626039	2.00185	0.000322
2,016	50	58	9	F	NS	Term	43,013.699219	0.430137	0	0	0.000783	10.669297	0.35777	0.001821
2,012	38	42	5	F	S	UL	21,326.341797	1.366121	0	0	0.0014	9.967745	0.861252	0.001025
2,019	38	52	15	F	U	Term	64,344.617188	0.413699	0	0	0.000755	11.072024	0.346209	0.001825
2,018	41	43	3	F	NS	Term	27,452.055664	0.764384	0	0	0.000249	10.220233	0.567801	0.000325
2,019	35	50	16	M	NS	Term	249,287.671875	1.487671	0	0	0.002132	12.426367	0.911347	0.001433
2,019	23	25	3	F	NS	VL	43,013.699219	0.860274	0	0	0.00016	10.669297	0.620724	0.000186
2,014	19	20	2	F	NS	UL	313,698.5	1.254794	0	0	0.000341	12.656191	0.813059	0.000271
2,017	56	58	3	M	NS	Term	10,743,394	89.568771	1	100,000	0.166247	16.189802	4.506109	0.001856
2,018	55	86	32	F	U	VL	55,022.231445	1.052055	0	0	0.074479	10.915511	0.718842	0.070794
2,019	24	27	4	F	S	Term	25,068.492188	0.167123	0	0	0.000041	10.129407	0.154542	0.000245
2,018	48	53	6	M	NS	Term	171,616.4375	0.953425	0	0	0.001235	12.053023	0.669584	0.001295
2,012	36	43	8	M	NS	Term	96,813.320313	2.240437	0	0	0.00153	11.48055	1.175708	0.000683
2,015	35	43	9	M	NS	UL	463,698.6875	0.8	0	0	0.00056	13.046992	0.587787	0.0007
2,016	22	40	19	M	NS	Term	247,945.5	0.495891	0	0	0.000488	12.420968	0.402722	0.000984
2,018	35	51	17	F	NS	VL	3,013.69873	0.060274	0	0	0.000074	8.011255	0.058527	0.001232
2,012	65	78	14	F	NS	Term	28,578.875	1.143155	0	0	0.022499	10.260458	0.762279	0.019681
2,019	64	88	25	F	NS	VL	181,849.310547	1.076712	0	0	0.088291	12.110939	0.730786	0.082
2,013	45	51	7	F	NS	Term	2,836,443.75	54.487667	0	0	0.050612	14.858062	4.016161	0.000929
2,015	59	64	6	F	NS	Term	2,339,231	1.538685	0	0	0.004908	14.665333	0.931646	0.00319
2,019	55	80	26	F	S	Term	2,287.917725	0.819178	0	0	0.043741	7.735834	0.598385	0.053396
2,019	4	6	3	F	NS	Perm	2,404,473.796875	7.134246	0	0	0.000555	14.692842	2.096083	0.000078
2,018	4	48	45	F	U	Term	40,242.078125	1.463014	0	0	0.002105	10.602693	0.901386	0.001439
2,015	65	72	8	M	S	Perm	13,360.268555	0.463014	0	0	0.012728	9.500115	0.380499	0.02749
2,013	78	86	9	M	NS	ULSG	1,569,864	1.046576	0	0	0.063619	14.2665	0.716168	0.060788
2,016	47	60	14	F	NS	Term	10,547.974609	0.421919	0	0	0.001188	9.263784	0.352007	0.002816
2,016	34	46	13	F	S	Term	613,166.1875	11.371247	0	0	0.02286	13.326393	2.515375	0.00201
2,014	30	40	11	M	NS	Term	128,767	0.128767	0	0	0.000084	11.765768	0.121126	0.000654
2,014	32	39	8	M	NS	Term	1,483,561.5	0.989041	0	0	0.000438	14.209957	0.687653	0.000443
2,013	46	60	15	M	NS	Term	118,904.101563	0.328767	0	0	0.001245	11.686081	0.284251	0.003788
2,019	47	57	11	F	NS	Term	560,205.46875	4.380822	0	0	0.00765	13.236061	1.682841	0.001746
2,018	68	69	2	F	NS	VLSG	131,243.46875	1.841096	0	0	0.004156	11.784817	1.04419	0.002257
2,019	42	45	4	M	NS	Term	160,547.9375	0.80274	0	0	0.000485	11.986354	0.589308	0.000604
2,019	10	39	30	M	S	UL	74,794.523438	1.441096	0	0	0.002261	11.222513	0.892447	0.001569
2,012	57	62	6	F	NS	UL	136,438.34375	5.457534	0	0	0.01506	11.823635	1.865247	0.002759
2,017	23	23	1	F	NS	Term	1,547,946	3.095892	0	0	0.000429	14.25244	1.409985	0.000139
2,015	47	51	5	M	S	ULSG	929,708.9375	8.124958	0	0	0.025269	13.742628	2.211013	0.00311
2,017	41	54	14	F	NS	UL	1,035,235.875	7.030138	0	0	0.011141	13.850141	2.083202	0.001585
2,015	48	57	10	F	NS	Term	1,793,644.625	15.201612	0	0	0.026755	14.399761	2.785111	0.00176
2,019	62	68	7	M	NS	UL	80,602.742188	2.643836	0	0	0.015694	11.2973	1.293037	0.005936
2,018	15	40	26	F	NS	UL	455,494.085449	7.20274	0	0	0.006816	13.02914	2.104468	0.000946
2,015	50	52	3	F	S	Term	4,726.779785	0.472678	0	0	0.000889	8.461211	0.387083	0.00188
2,018	74	99	26	F	U	Perm	2,520.547852	0.252055	0	0	0.068934	7.832628	0.224786	0.273489
2,017	48	54	7	M	NS	Perm	791,997.3125	28.857185	0	0	0.045584	13.582315	3.396426	0.00158
2,015	31	50	20	F	U	Term	53,424.699219	0.534247	0	0	0.000887	10.886047	0.42804	0.00166
2,016	51	86	36	F	U	Perm	641,590.4375	3.997424	0	0	0.285483	13.371707	1.608923	0.071417
2,012	8	12	5	M	NS	VLSG	565,068.5625	2.153425	0	0	0.000266	13.244704	1.148489	0.000124
2,014	71	76	6	M	U	Perm	1,070.872681	0.10137	0	0	0.001578	6.977163	0.096555	0.015569
2,017	37	43	7	M	NS	Term	364,082.1875	2.369863	0	0	0.001404	12.805138	1.214872	0.000592
2,012	43	58	16	F	NS	Term	554,480.75	0.398907	0	0	0.000955	13.225789	0.335691	0.002394
2,015	68	90	23	F	NS	Perm	298,655.09375	0.29863	0	0	0.031768	12.607048	0.26131	0.10638
2,012	30	39	10	F	NS	Term	50,246.558594	0.717808	0	0	0.000342	10.824717	0.541049	0.000477
2,018	43	69	27	M	NS	VLSG	2,337,816.21875	7.317808	0	0	0.078103	14.664728	2.118399	0.010673
2,012	35	43	9	F	NS	Term	1,911,181.75	3.47291	0	0	0.001797	14.463233	1.498039	0.000517
2,018	29	32	4	M	NS	Term	17,000,602.644531	59.824658	0	0	0.014672	16.648759	4.107995	0.000245
2,018	28	45	18	M	NS	Perm	322,299	0.627397	0	0	0.000683	12.683238	0.486982	0.001089
2,019	23	36	14	M	NS	ULSG	1,285,828.398438	9.564384	0	0	0.0055	14.066915	2.357488	0.000575
2,012	44	52	9	M	NS	Term	4,429,861.5	15.845161	0	0	0.022775	15.303879	2.824063	0.001437
2,017	23	38	16	F	NS	Term	4,922,225	18.569864	0	0	0.010668	15.409271	2.973991	0.000574
2,016	48	60	13	F	NS	Term	115,069	0.115069	0	0	0.000321	11.653296	0.108916	0.002787
2,016	39	43	5	M	NS	Term	189,726	0.610959	0	0	0.00034	12.153341	0.47683	0.000556
2,016	30	48	19	M	NS	UL	224,459.046875	4.278748	0	0	0.005697	12.321453	1.663689	0.001331
2,016	61	95	35	M	S	Perm	25,692.337891	1.928767	1	10,000	0.423961	10.153987	1.074582	0.219809
2,016	52	59	8	M	NS	ULSG	926,072	7.857535	0	0	0.01866	13.738708	2.181268	0.002375
2,014	62	87	26	M	NS	UL	1,397,544.875	12.419175	2	203,000	1.252185	14.150228	2.596685	0.100827
2,012	47	47	1	F	NS	UL	3,362,057	25.149315	0	0	0.006378	15.028064	3.263823	0.000254
2,016	35	50	16	M	NS	Term	2,827,960	9.638415	0	0	0.013599	14.855067	2.364472	0.001411
2,016	9	20	12	F	NS	ULSG	837,248.6875	8.056098	0	0	0.002164	13.637878	2.203438	0.000269
2,016	42	50	9	F	NS	Perm	5,326,717	1.59726	0	0	0.001462	15.488246	0.954457	0.000916
2,014	35	45	11	M	NS	Term	96,986.25	0.646575	0	0	0.000514	11.482335	0.498697	0.000795
2,013	50	55	6	F	NS	UL	282,191.6875	2.49315	0	0	0.003348	12.550345	1.250804	0.001343
2,015	52	56	5	M	NS	Term	601,776	2.407104	0	0	0.004092	13.307642	1.225863	0.0017
2,012	38	49	12	F	NS	ULSG	167,808.25	0.671233	0	0	0.000674	12.030583	0.513562	0.001004
2,014	43	54	12	F	NS	Term	761,644	0.761644	0	0	0.001156	13.543236	0.566247	0.001517
2,012	23	45	23	M	NS	Term	282,229.5625	5.410165	0	0	0.007225	12.55048	1.857885	0.001335
2,013	22	32	11	M	S	UL	15,136.974609	0.605479	0	0	0.000491	9.624962	0.473422	0.00081
2,019	37	42	6	F	NS	Term	40,762,466.140625	74.868493	0	0	0.035254	17.523272	4.329001	0.000471
2,013	26	44	19	F	NS	Term	999,842.5	7.531506	0	0	0.006235	13.815354	2.143766	0.000828
2,018	0	24	25	M	NS	VLSG	239,178.085938	9.567123	0	0	0.008259	12.384968	2.357748	0.000863
2,017	50	92	43	M	U	Perm	432,544.40625	27.934246	3	42,898	5.02378	12.977443	3.365026	0.179843
2,014	24	32	9	F	NS	Term	58,082.199219	0.580822	0	0	0.000163	10.969632	0.457945	0.000281
2,019	68	69	2	F	NS	Term	139,726.03125	0.139726	0	0	0.000314	11.847446	0.130788	0.002246
2,012	53	59	7	M	S	ULSG	184,401.546875	3.509889	0	0	0.031844	12.124876	1.506273	0.009073
2,019	19	40	22	M	U	Perm	303,134.248638	23.832877	0	0	0.036704	12.621934	3.212168	0.00154
2,016	68	82	15	M	NS	Perm	265,925.25	4.681053	0	0	0.199814	12.490974	1.737137	0.042686
2,014	33	34	2	M	NS	Term	116,296,856	38.928768	0	0	0.006269	18.571657	3.687097	0.000161
2,013	61	63	3	M	NS	Term	132,876.5	0.265753	0	0	0.000673	11.797183	0.235667	0.002532
2,015	44	55	12	M	S	Term	1,036,018.0625	3.275798	0	0	0.017722	13.850896	1.452971	0.00541
2,017	52	69	18	M	NS	UL	86,408	0.827195	0	0	0.007252	11.366847	0.602782	0.008767
2,016	58	65	8	F	NS	Term	49,618.539063	2.480927	0	0	0.008913	10.81214	1.247299	0.003593
2,019	18	28	11	M	NS	ULSG	271,917.812012	2.454795	0	0	0.001244	12.513259	1.239763	0.000507
2,018	34	48	15	M	NS	Term	2,300,273.949219	4.268493	0	0	0.005108	14.648539	1.661744	0.001197
2,013	40	41	2	F	NS	VL	2,755,916.5	1.805479	0	0	0.000383	14.829261	1.031574	0.000212
2,015	28	28	1	F	NS	VLSG	124,832	1.24832	0	0	0.000087	11.734732	0.810183	0.00007

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