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	24	30	7	F	NS	Term	9,331,712.445313	34.046576	0	0	0.007383	16.048929	3.556678	0.000217
2,016	51	64	14	F	NS	Term	469,945.5	0.939891	0	0	0.003508	13.060374	0.662632	0.003732
2,015	35	65	31	M	S	Term	399,589.09375	3.260274	0	0	0.05862	12.898195	1.449333	0.01798
2,015	41	45	5	F	NS	UL	96,289.609375	1.86612	0	0	0.001008	11.475126	1.052959	0.00054
2,019	40	57	18	F	NS	UL	38,904.109375	0.778082	0	0	0.001641	10.568881	0.575535	0.002109
2,016	55	79	25	M	NS	VL	6,575.350098	0.131507	0	0	0.004709	8.791235	0.12355	0.03581
2,013	33	48	16	M	S	Term	68.5	0.00274	0	0	0.000009	4.241327	0.002736	0.003292
2,016	25	49	25	F	S	Perm	1,154,735.875	85.181152	0	0	0.240757	13.959383	4.456452	0.002826
2,018	39	56	18	M	S	VL	873,828.875	5.487671	0	0	0.036552	13.680641	1.869904	0.006661
2,016	46	51	6	M	NS	Term	43,214,972	69.264053	0	0	0.070887	17.581698	4.25226	0.001023
2,018	40	50	11	M	NS	Term	81,643.835938	0.816438	0	0	0.001041	11.310134	0.596878	0.001275
2,018	51	53	3	F	NS	ULSG	533,698.628906	5.041096	0	0	0.004969	13.187588	1.798585	0.000986
2,018	59	72	14	F	NS	Perm	59,816.439453	1.789041	0	0	0.015624	10.999053	1.025698	0.008733
2,018	46	67	22	M	U	Other	28,255.507416	1.484931	0	0	0.016883	10.249079	0.910245	0.011369
2,018	35	54	20	M	NS	Perm	150,148.890625	0.734247	0	0	0.001585	11.919389	0.550573	0.002158
2,019	4	22	19	F	U	Term	20,524.851563	0.408219	0	0	0.000128	9.92944	0.342326	0.000314
2,015	74	87	14	F	NS	VL	61,017.308594	0.556164	0	0	0.036812	11.018929	0.442224	0.06619
2,016	43	57	15	F	NS	Term	128,067.15625	1.515069	0	0	0.003212	11.760318	0.9223	0.00212
2,013	76	87	12	F	NS	ULSG	625,067.625	0.2	0	0	0.012167	13.345617	0.182322	0.060835
2,018	42	44	3	M	NS	ULSG	52,876.710938	1.057534	0	0	0.000529	10.875737	0.721508	0.0005
2,014	51	69	19	M	NS	Term	262,712.21875	4.331505	0	0	0.039539	12.478818	1.673634	0.009128
2,012	59	65	7	F	NS	Term	539,617.5	1.079235	0	0	0.00381	13.198618	0.732	0.00353
2,017	28	35	8	M	NS	Term	4,824,327	18.257538	0	0	0.00685	15.389182	2.957903	0.000375
2,013	33	39	7	M	NS	ULSG	93,150.601563	0.465753	0	0	0.000193	11.441984	0.382369	0.000415
2,018	32	47	16	F	NS	UL	314,876.71875	1.084931	0	0	0.000941	12.65994	0.734736	0.000867
2,013	35	36	2	F	S	UL	300,493.5	0.556165	0	0	0.000219	12.613185	0.442224	0.000394
2,019	52	53	2	M	NS	Term	5,548,767.125	4.282192	0	0	0.003673	15.529087	1.664341	0.000858
2,019	54	62	9	M	NS	ULSG	16,548,404.640625	29.567123	0	0	0.10375	16.6218	3.419925	0.003509
2,014	22	24	3	M	NS	Term	286,463.96875	0.887671	0	0	0.000348	12.565372	0.635344	0.000393
2,019	33	44	12	F	S	VL	22,671.25	0.235616	0	0	0.000379	10.028897	0.21157	0.001609
2,019	65	82	18	F	NS	UL	56,575.34375	1.131507	0	0	0.041448	10.943346	0.756829	0.036631
2,019	29	36	8	F	S	Term	611,643.828125	2.446575	0	0	0.001752	13.323907	1.237381	0.000716
2,014	20	34	15	F	NS	Term	56,164.5	0.224658	0	0	0.000095	10.936058	0.202662	0.000422
2,019	3	17	15	M	NS	VLSG	45,068.492188	0.90137	0	0	0.000566	10.715961	0.642575	0.000628
2,018	57	62	6	M	NS	Term	14,709,041	11.854794	0	0	0.033027	16.503973	2.553717	0.002786
2,018	38	58	21	M	S	Perm	264,012.936035	2.578082	0	0	0.021345	12.483757	1.274827	0.008279
2,013	35	37	3	F	NS	VL	630,137	1.260274	0	0	0.000318	13.353694	0.815486	0.000252
2,016	49	58	10	F	NS	Term	919,178	1.838356	0	0	0.003513	13.731236	1.043225	0.001911
2,013	2	48	47	F	U	Perm	9,901.870117	0.019178	0	0	0.000028	9.20058	0.018996	0.001474
2,018	58	63	6	M	S	UL	3,732.602783	0.284932	0	0	0.003813	8.225129	0.250705	0.01338
2,015	20	42	23	F	S	UL	156,588.96875	1.542465	0	0	0.002499	11.961386	0.933134	0.00162
2,017	55	56	2	M	NS	Perm	16,986.300781	0.169863	0	0	0.0002	9.740221	0.156887	0.001175
2,013	24	53	30	F	NS	Other	2,231.875732	0.589041	0	0	0.000952	7.711046	0.463131	0.001615
2,018	43	58	16	M	U	Term	119,045.945282	9.526027	0	0	0.042706	11.687273	2.353851	0.004483
2,014	41	55	15	F	NS	Term	7,671.200195	0.076712	0	0	0.000129	8.945359	0.073912	0.001688
2,017	30	44	15	M	S	Perm	109,183.601563	0.2	0	0	0.000458	11.600795	0.182322	0.00229
2,012	66	68	3	F	NS	UL	270,321.28125	10.544938	0	0	0.035303	12.50737	2.446247	0.003348
2,019	6	19	14	M	S	Term	29,808.219727	1.490411	0	0	0.001215	10.302573	0.912448	0.000815
2,018	32	36	5	F	NS	Perm	590,378.4375	2.369863	0	0	0.000561	13.288521	1.214872	0.000237
2,018	25	25	1	F	NS	ULSG	1,785,641.25	1.073973	0	0	0.000116	14.395289	0.729466	0.000108
2,017	35	37	3	F	NS	Term	3,698,533.75	31.265755	0	0	0.007742	15.123447	3.474006	0.000248
2,016	45	53	9	M	NS	Term	148,907	0.595628	0	0	0.000905	11.911084	0.467267	0.00152
2,015	65	74	10	M	NS	Term	565,573.5	1.131147	0	0	0.014626	13.245597	0.75666	0.01293
2,014	31	38	8	M	NS	VL	3,769,864	0.942466	0	0	0.000398	15.14255	0.663958	0.000423
2,014	28	44	17	F	NS	UL	451,210.65625	10.928766	0	0	0.008236	13.019692	2.478953	0.000754
2,018	18	31	14	M	NS	Perm	3,855,890.167969	14.323287	0	0	0.006744	15.165113	2.729374	0.000471
2,012	37	59	23	M	NS	UL	2,322.405029	0.464481	0	0	0.001776	7.750789	0.381501	0.003823
2,018	58	96	39	M	U	Perm	1,726.027344	0.115068	0	0	0.02628	7.454157	0.108916	0.228388
2,012	42	48	7	F	S	Perm	307,093.84375	2.325219	0	0	0.004576	12.634912	1.201536	0.001968
2,017	61	86	26	M	NS	Term	13,443.833984	2.139726	1	5,000	0.174021	9.50635	1.144136	0.081329
2,018	64	88	25	F	NS	UL	506,575.351074	1.490411	0	0	0.115188	13.13543	0.912448	0.077286
2,013	33	47	15	F	NS	VL	33,550.6875	0.860274	0	0	0.000764	10.420842	0.620724	0.000888
2,013	84	86	3	F	NS	ULSG	809,578.6875	2.520548	0	0	0.051948	13.60427	1.258617	0.02061
2,016	27	59	33	M	NS	Term	15,163.924805	0.606557	0	0	0.002369	9.62674	0.474093	0.003905
2,015	3	62	60	M	U	Term	10,571.0625	3.049315	0	0	0.020491	9.26597	1.398548	0.00672
2,013	32	40	9	F	S	Perm	121,897.539063	4.100711	0	0	0.004554	11.710944	1.62938	0.001111
2,017	46	57	12	F	NS	Term	615,342.9375	2.054796	0	0	0.003826	13.329937	1.116713	0.001862
2,019	59	77	19	F	NS	ULSG	97,260.273438	0.972603	0	0	0.016697	11.485156	0.679354	0.017168
2,019	55	64	10	M	NS	Term	36,400	1.424658	0	0	0.006652	10.502352	0.88569	0.004669
2,019	27	29	3	F	NS	Term	2,017,602.75	7.265753	0	0	0.000998	14.517421	2.112121	0.000137
2,018	4	10	7	F	NS	Perm	749,549.484375	11.515069	0	0	0.000789	13.527229	2.526933	0.000069
2,016	54	55	2	F	NS	Perm	27,595.625	1.103825	0	0	0.000956	10.225449	0.743757	0.000866
2,016	65	73	9	M	NS	Term	648,430.5	5.937182	0	0	0.067429	13.382312	1.936896	0.011357
2,013	29	32	4	F	S	UL	396,860.46875	3.024659	0	0	0.001069	12.891343	1.39244	0.000353
2,016	56	72	17	M	NS	Term	19,922,456	36.674969	0	0	0.466808	16.807358	3.628996	0.012728
2,018	63	70	8	M	NS	Term	553,150.6875	5.342466	0	0	0.040721	13.223388	1.847268	0.007622
2,014	34	44	11	M	NS	Term	11,533,983	75.306847	0	0	0.057601	16.260808	4.334763	0.000765
2,013	79	96	18	M	NS	VL	203,219.140625	0.589041	0	0	0.134851	12.222045	0.463131	0.228933
2,014	4	19	16	M	U	UL	397,178	3.841095	0	0	0.003173	12.892142	1.577141	0.000826
2,014	9	48	40	M	U	Term	16,353.520508	3.824657	0	0	0.008969	9.70226	1.57374	0.002345
2,019	48	49	2	M	NS	Term	8,643,835.5	1.728767	0	0	0.000944	15.972357	1.00385	0.000546
2,018	21	24	4	M	NS	ULSG	324,684.92627	1.29589	0	0	0.000623	12.690614	0.831121	0.000481
2,018	35	53	19	F	NS	Perm	684,931.5	0.684932	0	0	0.001107	13.437076	0.521725	0.001617
2,012	56	65	10	M	NS	VLSG	1,764,861.125	13.929576	0	0	0.075401	14.383583	2.703344	0.005413
2,018	26	35	10	M	S	Term	184,172.609375	3.345206	0	0	0.002855	12.123634	1.469073	0.000853
2,017	12	34	23	M	U	VL	808,982.25	6.610188	0	0	0.007374	13.603533	2.029488	0.001116
2,013	26	31	6	M	S	VLSG	367,808.25	1.920548	0	0	0.001128	12.81532	1.071771	0.000587
2,012	9	29	21	M	S	UL	152,555.578125	12.102236	0	0	0.010363	11.935291	2.572783	0.000856
2,012	46	58	13	F	NS	Perm	24,605.466797	0.857534	0	0	0.001992	10.110765	0.61925	0.002323
2,018	42	50	9	M	NS	Term	114,246.578125	0.761644	0	0	0.000904	11.646123	0.566247	0.001187
2,016	32	32	1	F	NS	Term	2,379,444.5	8.121027	0	0	0.000647	14.682378	2.210582	0.00008
2,015	45	47	3	M	NS	Perm	2,888,749.5	49.536987	0	0	0.031208	14.876335	3.922705	0.00063
2,015	46	57	12	F	NS	ULSG	438,493.09375	1.219178	0	0	0.002414	12.991102	0.797137	0.00198
2,015	28	48	21	M	NS	Term	2,174,725.75	8.29315	0	0	0.011527	14.592414	2.229278	0.00139
2,012	24	27	4	M	S	Term	373,712.9375	3.320691	0	0	0.001828	12.831246	1.463415	0.00055
2,019	54	73	20	M	NS	Term	701,369.875	1.40274	0	0	0.020482	13.460792	0.87661	0.014601
2,017	45	46	2	M	NS	ULSG	164,385	0.032877	0	0	0.000016	12.009973	0.032348	0.000484
2,012	24	35	12	F	NS	Term	1,633,331.25	5.322682	0	0	0.001836	14.306133	1.844143	0.000345
2,019	25	34	10	F	NS	Term	40,178.083984	2.065753	0	0	0.000628	10.601102	1.120293	0.000304
2,016	49	54	6	F	S	Perm	337,203.375	2.906872	0	0	0.010183	12.728444	1.362737	0.003503

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