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
2,012	59	89	31	M	U	Perm	212,688.796875	6.836426	0	0	0.900122	12.26759	2.058783	0.131666
2,014	49	49	1	M	S	Term	3,473,170.25	26.186302	0	0	0.026618	15.060579	3.302713	0.001016
2,012	37	46	10	F	S	Term	143,835	0.09589	0	0	0.00018	11.876429	0.091567	0.001877
2,018	45	68	24	F	S	Term	89,916.878906	0.59726	0	0	0.010609	11.406652	0.46829	0.017763
2,016	37	59	23	F	NS	Term	281,693.15625	2.227726	0	0	0.006452	12.548577	1.171778	0.002896
2,018	59	65	7	F	NS	Term	876,712.328125	1.753425	0	0	0.006015	13.683935	1.012845	0.00343
2,014	23	30	8	F	S	Perm	433,314.8125	7.284931	0	0	0.002782	12.979222	2.114438	0.000382
2,015	62	71	10	M	NS	Term	108,155.8125	3.873972	1	25,000	0.037384	11.591337	1.583909	0.00965
2,018	25	31	7	F	NS	Term	9,315.068359	0.093151	0	0	0.000021	9.139496	0.089064	0.000227
2,013	76	81	6	F	NS	ULSG	20,306.917969	0.093151	0	0	0.001522	9.918766	0.089064	0.016336
2,013	48	50	3	M	S	Term	176,545.203125	3.030137	0	0	0.006875	12.081338	1.3938	0.002269
2,016	33	52	20	M	NS	Term	851,712.5	1.691496	0	0	0.003143	13.655005	0.990097	0.001858
2,012	70	93	24	M	NS	Perm	324,082.5	2.513661	1	192,000	0.482853	12.688756	1.256658	0.192092
2,019	39	40	2	F	NS	Term	767,123.3125	0.306849	0	0	0.00006	13.550404	0.267619	0.000196
2,017	36	43	8	F	NS	Term	45,890.75	0.084932	0	0	0.000043	10.734041	0.081517	0.000505
2,015	51	65	15	M	S	ULSG	167,881.546875	3.357631	0	0	0.056643	12.03102	1.471929	0.01687
2,017	22	22	1	M	NS	VLSG	85,717.5	0.857175	0	0	0.000381	11.358824	0.619057	0.000444
2,012	42	52	11	F	NS	Term	866,939.8125	1.581967	0	0	0.001958	13.672726	0.948552	0.001238
2,019	38	60	23	F	NS	Term	3,149,408.097656	25.49315	0	0	0.079028	14.962725	3.276886	0.0031
2,015	53	73	21	M	U	VL	14,323.200195	0.594521	0	0	0.013044	9.569706	0.466573	0.02194
2,019	53	57	5	F	NS	Term	15,479.452148	0.309589	0	0	0.000471	9.647333	0.269713	0.001521
2,013	41	52	12	M	NS	Term	1,913,041.875	14.070679	0	0	0.021521	14.464206	2.712751	0.001529
2,014	25	44	20	M	S	Perm	1,446,871.5	25.128769	0	0	0.068284	14.184915	3.263037	0.002717
2,012	41	43	3	F	NS	Term	9,195,230	1.839046	0	0	0.000616	16.034196	1.043468	0.000335
2,017	42	42	1	M	NS	Term	2,550,684	2.550684	0	0	0.000554	14.751873	1.26714	0.000217
2,019	11	48	38	M	S	Perm	10,684.043701	1.528767	0	0	0.003472	9.2766	0.927732	0.002271
2,018	25	55	31	F	NS	Perm	67,619.828125	1.569863	0	0	0.003095	11.121671	0.943853	0.001971
2,012	46	53	8	M	NS	Term	3,310,956.5	0.843835	0	0	0.001273	15.012748	0.611848	0.001509
2,014	38	39	2	M	NS	Term	24,863.025391	0.994521	0	0	0.00024	10.121177	0.690404	0.000242
2,019	52	61	10	M	S	Term	509,999.984375	1.624658	0	0	0.017261	13.142168	0.96495	0.010624
2,019	22	22	1	F	NS	Term	1,524,657.53125	3.049315	0	0	0.000479	14.237281	1.398548	0.000157
2,014	27	56	30	M	U	Term	520,304.46875	0.90411	0	0	0.003421	13.162171	0.644015	0.003784
2,012	28	36	9	M	S	Term	74,043.703125	0.740437	0	0	0.000679	11.212424	0.554136	0.000917
2,015	39	69	31	F	NS	Term	61,643.078125	2.918033	0	0	0.021477	11.029132	1.36559	0.00736
2,015	63	93	31	M	U	UL	15,013.019531	0.983562	0	0	0.191883	9.61674	0.684894	0.19509
2,014	62	70	9	F	NS	ULSG	1,035,300.75	3.054793	0	0	0.016115	13.850203	1.3999	0.005275
2,018	42	51	10	M	NS	Term	9,465,753.25	1.868493	0	0	0.002419	16.063191	1.053787	0.001295
2,016	5	14	10	M	NS	Perm	3,020.54541	0.287671	0	0	0.000068	8.013524	0.252835	0.000238
2,012	72	73	2	F	NS	UL	826,027.5	0.550685	0	0	0.001642	13.624385	0.438697	0.002983
2,019	30	44	15	M	NS	Term	5,061,027.148438	17.008219	0	0	0.015749	15.43708	2.890828	0.000926
2,015	30	47	18	F	NS	VL	5,194,566	39.324669	0	0	0.037358	15.463124	3.696963	0.00095
2,013	45	58	14	F	NS	Term	1,250,520.5	23.553425	0	0	0.055408	14.039071	3.200851	0.002352
2,019	54	70	17	M	NS	Perm	18,524.4375	0.010959	0	0	0.000114	9.8269	0.010899	0.01041
2,018	46	55	10	F	NS	Perm	501,730.757813	4.690411	0	0	0.006935	13.125821	1.738782	0.001479
2,018	20	35	16	F	NS	Perm	23,972.603516	0.09589	0	0	0.000048	10.084709	0.091567	0.000503
2,018	40	44	5	F	NS	Term	616,438.375	0.821918	0	0	0.000429	13.331715	0.59989	0.000522
2,015	16	20	5	F	U	VLSG	1,277,563.75	1.112022	0	0	0.0003	14.060466	0.747646	0.00027
2,016	66	67	2	F	NS	Term	876,027.5	1.312329	0	0	0.002756	13.683154	0.838255	0.0021
2,019	37	65	29	F	S	UL	2,465.753418	0.123288	0	0	0.001725	7.810658	0.11626	0.013989
2,016	30	39	10	F	NS	VLSG	6,228,793.5	22.233574	0	0	0.010179	15.644693	3.145598	0.000458
2,014	76	78	3	F	NS	Term	113,698.601563	1.136986	0	0	0.008066	11.641315	0.759396	0.007094
2,012	79	81	3	F	NS	UL	328,567.125	1.234973	0	0	0.013531	12.702499	0.804229	0.010957
2,012	45	52	8	M	S	Term	691,939.75	1.240437	0	0	0.004818	13.447256	0.806671	0.003884
2,019	58	61	4	M	NS	VLSG	3,561,090.328125	2.813699	0	0	0.006774	15.085578	1.3386	0.002408
2,016	59	72	14	F	NS	Term	50,549.476563	2.021979	0	0	0.016682	10.830728	1.105912	0.00825
2,017	27	43	17	M	S	Term	218,814.40625	1.706849	0	0	0.004129	12.295984	0.995785	0.002419
2,016	28	31	4	M	NS	Term	1,857,558.125	3.620854	0	0	0.000863	14.434774	1.53058	0.000238
2,012	45	48	4	F	NS	Term	47,876.171875	1.415593	0	0	0.000962	10.776394	0.881945	0.00068
2,012	66	74	9	F	NS	UL	10,382.519531	0.519126	0	0	0.004603	9.247975	0.418135	0.008867
2,014	6	12	7	M	U	Perm	198.282181	0.939726	0	0	0.000095	5.294722	0.662547	0.000101
2,018	59	64	6	M	NS	UL	144,657.53125	0.452055	0	0	0.001627	11.882131	0.37298	0.0036
2,015	69	81	13	F	NS	Term	18,579.199219	0.185792	0	0	0.005013	9.829852	0.170411	0.02698
2,019	46	52	7	M	NS	Term	42,306.560547	1.060274	0	0	0.001344	10.652721	0.722839	0.001267
2,015	43	47	5	F	NS	Term	521,780.84375	3.89589	0	0	0.002571	13.165005	1.588396	0.00066
2,018	24	58	35	F	NS	UL	1,853.424683	0.336986	0	0	0.00086	7.52533	0.290418	0.002553
2,014	66	84	19	F	NS	VL	236,986.25	0.947945	0	0	0.046654	12.375762	0.666775	0.049215
2,019	30	44	15	M	NS	Term	79,237.085938	0.526027	0	0	0.000487	11.280212	0.422668	0.000926
2,017	54	64	11	F	NS	ULSG	656,248.8125	1.164384	0	0	0.004071	13.394297	0.772136	0.003496
2,017	83	89	7	M	NS	Term	1,366	0.002732	0	0	0.000196	7.220374	0.002728	0.071723
2,018	35	47	13	F	NS	Term	1,342,465.75	2.684932	0	0	0.002382	14.110019	1.304252	0.000887
2,013	36	36	1	M	S	Term	1,305,927.5	12.463015	0	0	0.004671	14.082425	2.599946	0.000375
2,015	28	39	12	M	NS	UL	2,535,615.75	4.808218	0	0	0.003222	14.745947	1.759274	0.00067
2,016	13	34	22	M	NS	Perm	1,550,390.875	0.915301	0	0	0.001028	14.254018	0.649875	0.001123
2,014	33	43	11	F	S	Term	12,561.644531	0.490411	0	0	0.000715	9.438483	0.399052	0.001457
2,017	56	86	31	M	NS	UL	730,150.625	1.978082	0	0	0.160875	13.501007	1.091279	0.081329
2,017	25	25	1	M	S	UL	262,676.6875	10.339725	0	0	0.004185	12.478683	2.428312	0.000405
2,012	28	56	29	M	U	UL	28,767.851563	1.73224	0	0	0.00694	10.267049	1.005122	0.004006
2,014	40	50	11	F	S	Term	1,354,177.875	11.372601	1	100,000	0.033482	14.118706	2.515484	0.002944
2,016	29	61	33	M	S	VL	861,422.5	13.376161	1	53,249	0.146464	13.666342	2.665571	0.01095
2,019	44	67	24	M	S	UL	17,095.890625	0.854795	0	0	0.017388	9.746652	0.617774	0.020342
2,018	55	65	11	F	NS	Perm	284,135.45874	9.939726	0	0	0.035958	12.55721	2.392401	0.003618
2,017	30	35	6	M	S	Term	53,133.867188	2.613698	0	0	0.00209	10.880589	1.284732	0.0008
2,018	47	75	29	F	S	UL	68,128.15625	0.487671	0	0	0.016358	11.129161	0.397212	0.033544
2,012	30	35	6	F	NS	VL	4,616,158	4.485336	0	0	0.001047	15.345074	1.702078	0.000233
2,019	2	29	28	F	U	Other	121,673.189453	72.931509	0	0	0.027187	11.709102	4.303139	0.000373
2,017	54	74	21	M	NS	UL	404,794.75	1.016439	0	0	0.01722	12.911138	0.701333	0.016942
2,013	38	50	13	F	NS	Term	9,393,357	34.572598	0	0	0.04084	16.055513	3.571576	0.001181
2,012	48	55	8	F	NS	Term	5,053,195.5	9.614843	0	0	0.012876	15.435532	2.362253	0.001339
2,015	50	53	4	M	NS	Term	2,347,162.25	16.786428	0	0	0.020479	14.668718	2.878436	0.00122
2,019	45	54	10	F	NS	ULSG	415,890.40625	0.723288	0	0	0.000986	12.938179	0.544234	0.001364
2,014	35	37	3	M	NS	VL	3,027,890.75	5.684932	0	0	0.001659	14.923377	1.899856	0.000292
2,012	75	79	5	F	NS	VLSG	292,088.625	0.123288	0	0	0.001407	12.584816	0.11626	0.011413
2,019	53	58	6	M	NS	Term	1,558,082.177734	13.317808	0	0	0.025962	14.258967	2.661504	0.001949
2,019	41	67	27	F	NS	VL	211,780.820313	1.838356	0	0	0.010983	12.263312	1.043225	0.005974
2,012	35	49	15	F	NS	Perm	501,865.34375	4.5	0	0	0.004748	13.126089	1.704748	0.001055
2,016	49	68	20	M	NS	Term	4,662,956.5	8.326461	0	0	0.073384	15.35516	2.232856	0.008813
2,017	50	50	1	M	NS	ULSG	6,947,938	0.917807	0	0	0.000471	15.753956	0.651182	0.000513
2,016	65	75	11	M	NS	Term	465,847	0.931694	0	0	0.014562	13.051615	0.658397	0.01563
2,016	44	56	13	F	NS	Term	232,875	0.046575	0	0	0.000083	12.358261	0.045523	0.001781
2,012	63	71	9	M	NS	Term	496,501.8125	4.965018	0	0	0.047222	13.115344	1.785912	0.009511

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