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	11	32	22	F	S	UL	375,584.84375	7.027366	0	0	0.003279	12.836242	2.082856	0.000467
2,017	61	74	14	F	NS	Term	1,806,963	13.911602	1	125,000	0.149913	14.407159	2.70214	0.010776
2,013	60	62	3	M	NS	Term	114,691.78125	6.062834	0	0	0.014247	11.650012	1.954846	0.00235
2,016	42	43	2	F	NS	Term	422,540.9375	3.52459	0	0	0.000842	12.954044	1.509527	0.000239
2,017	41	49	9	M	NS	Term	2,424,931.5	4.019178	0	0	0.004206	14.701314	1.613266	0.001047
2,014	32	45	14	F	NS	VL	170,548	0.682192	0	0	0.000528	12.046778	0.520098	0.000774
2,018	58	99	42	F	U	Perm	83,287.671875	0.832877	0	0	0.219491	11.330068	0.605887	0.263534
2,019	62	62	1	F	NS	Term	42,465.753906	0.849315	0	0	0.000508	10.656477	0.614815	0.000598
2,019	41	67	27	M	NS	VL	260,273.96875	0.260274	0	0	0.002136	12.469494	0.231329	0.008207
2,016	44	51	8	F	NS	Term	105,737.703125	0.704918	0	0	0.000688	11.568726	0.533517	0.000975
2,013	40	51	12	F	NS	UL	888,041.375	1.726028	0	0	0.002126	13.696775	1.002846	0.001232
2,018	31	52	22	F	NS	VLSG	60,506.851196	4.958904	0	0	0.007381	11.010528	1.784887	0.001488
2,014	45	46	2	M	S	Term	3,166,983	25.660275	0	0	0.032281	14.96829	3.283175	0.001258
2,016	67	81	15	F	NS	UL	96,579.210938	2.675223	0	0	0.077556	11.478129	1.301614	0.028991
2,012	46	52	7	M	NS	Term	187,158.296875	0.677595	0	0	0.000898	12.139715	0.517361	0.001325
2,014	35	38	4	M	NS	Perm	997,848.3125	8.268494	0	0	0.002829	13.813358	2.226621	0.000342
2,013	35	62	28	M	U	Term	53,424.699219	0.534247	0	0	0.003636	10.886047	0.42804	0.006807
2,019	33	43	11	F	NS	Term	286,712.328125	1.509589	0	0	0.000859	12.566238	0.920119	0.000569
2,019	53	63	11	M	S	Term	633,687.667969	4.221918	0	0	0.056378	13.359313	1.652865	0.013354
2,017	50	58	9	M	NS	Term	1,980,615.25	3.777669	0	0	0.008727	14.498919	1.563953	0.00231
2,017	55	62	8	F	NS	Term	241,096	0.964384	0	0	0.002617	12.392955	0.675179	0.002714
2,018	41	51	11	M	NS	Term	41,095.890625	0.547945	0	0	0.000763	10.623688	0.436928	0.001393
2,019	11	31	21	F	U	Perm	1,520,607.957031	12.578083	0	0	0.005429	14.234621	2.608457	0.000432
2,018	55	59	5	M	NS	Term	22,786,383.882324	18.326027	0	0	0.038472	16.941674	2.961453	0.002099
2,014	68	71	4	M	NS	Term	1,572,602.5	3.046575	0	0	0.019194	14.268243	1.397871	0.0063
2,013	68	77	10	M	NS	UL	191,038.171875	5.925899	0	0	0.110142	12.160234	1.935268	0.018587
2,018	31	32	2	M	NS	Term	7,830,136.96875	12.49589	0	0	0.001839	15.873491	2.602385	0.000147
2,017	10	26	17	F	NS	Perm	1,117,922.625	15.621066	0	0	0.005415	13.926984	2.810671	0.000347
2,019	33	52	20	F	NS	Term	602,602.75	4.668493	0	0	0.00687	13.309015	1.734923	0.001472
2,018	48	66	19	F	NS	Perm	20,410.958984	0.816438	0	0	0.00408	9.923876	0.596878	0.004998
2,012	59	66	8	M	S	ULSG	90,573.796875	1.811476	0	0	0.033885	11.413931	1.03371	0.018706
2,015	39	39	1	M	NS	VLSG	1,101,369.625	0.917808	0	0	0.000147	13.912066	0.651183	0.00016
2,015	25	48	24	F	NS	ULSG	112,272.179688	1.871203	0	0	0.001965	11.62869	1.054731	0.00105
2,014	56	81	26	F	NS	Perm	6,192,155	435.693146	24	335,993	14.477634	15.638794	6.079231	0.033229
2,015	21	22	2	F	U	Term	28,424.960938	0.568306	0	0	0.000114	10.255058	0.449996	0.0002
2,016	66	87	22	M	NS	Perm	521,471.375	16.014381	1	44,702	1.597532	13.164412	2.834059	0.099756
2,018	18	41	24	F	NS	VL	21,129.03479	0.043836	0	0	0.000038	9.958451	0.042902	0.000858
2,013	23	35	13	F	NS	ULSG	18,287.675781	0.731507	0	0	0.000266	9.814037	0.548992	0.000363
2,012	43	55	13	M	NS	VL	1,606,560	0.26776	0	0	0.00056	14.289606	0.237252	0.00209
2,018	24	51	28	M	NS	Term	2,687,766.324951	44.561644	0	0	0.094422	14.804221	3.819066	0.002119
2,019	21	58	38	M	NS	Term	5,876.712402	0.438356	0	0	0.001564	8.678923	0.363501	0.003567
2,017	38	38	1	F	NS	VL	209,041.203125	0.753425	0	0	0.00009	12.250291	0.561571	0.000119
2,013	36	40	5	M	S	Term	276,172.625	0.460274	0	0	0.000494	12.528785	0.378624	0.001074
2,012	26	39	14	F	NS	ULSG	276,510	5.270493	0	0	0.002994	12.530006	1.835855	0.000568
2,014	12	18	7	M	U	VLSG	564,144.4375	5.580821	0	0	0.004332	13.243067	1.88416	0.000776
2,018	56	68	13	M	S	Perm	60,768.464844	2.29589	0	0	0.052927	11.014843	1.192676	0.023053
2,018	27	41	15	M	NS	UL	116,712.328125	0.583562	0	0	0.000458	11.667476	0.459677	0.000785
2,018	66	68	3	M	NS	Perm	907,826.249023	28.460274	0	0	0.11	13.718809	3.383043	0.003865
2,018	61	78	18	F	NS	Perm	161,359.272949	9.887671	0	0	0.207502	11.991395	2.387631	0.020986
2,015	3	49	47	F	U	Perm	767,525.3125	248.400009	2	6,170	0.392472	13.550928	5.519058	0.00158
2,014	63	63	1	M	NS	Term	6,522,193	12.438358	0	0	0.021156	15.690721	2.598113	0.001701
2,017	26	58	33	F	NS	Term	388,370.90625	1.413235	0	0	0.003625	12.869719	0.880968	0.002565
2,017	59	63	5	F	NS	ULSG	2,002,737.5	1.531507	0	0	0.004308	14.510026	0.928815	0.002813
2,017	56	58	3	F	NS	ULSG	22,671.224609	0.906849	0	0	0.001096	10.028896	0.645452	0.001208
2,014	66	73	8	M	NS	Term	108,904.140625	1.594521	0	0	0.016882	11.598233	0.953402	0.010588
2,015	31	33	3	M	NS	Term	12,407,003	22.072351	0	0	0.004856	16.333772	3.138635	0.00022
2,012	30	37	8	M	NS	Term	10,474,613	19.877611	0	0	0.007903	16.164465	3.038677	0.000398
2,019	27	32	6	F	NS	ULSG	141,969.634766	1.775343	0	0	0.000348	11.863376	1.020774	0.000196
2,018	57	78	22	F	NS	Perm	733,151.664063	21.780822	0	0	0.436264	13.505109	3.125919	0.02003
2,017	66	74	9	F	NS	UL	395,948.15625	7	0	0	0.060596	12.889041	2.079442	0.008657
2,012	42	45	4	M	NS	Term	12,639,717	4.177916	0	0	0.002513	16.352355	1.644403	0.000601
2,013	16	27	12	F	U	VL	67,260.273438	2.690411	0	0	0.000924	11.11634	1.305738	0.000343
2,015	48	55	8	M	NS	Term	26,439,804	19.966976	0	0	0.033744	17.090381	3.042949	0.00169
2,018	36	39	4	F	S	Term	94,967.124023	2.328767	0	0	0.001722	11.461297	1.202602	0.000739
2,019	32	34	3	M	NS	Term	5,426,027.367188	1.871233	0	0	0.00042	15.506718	1.054742	0.000224
2,016	38	40	3	F	NS	Term	2,389,414	3.835931	0	0	0.001145	14.686559	1.576074	0.000299
2,017	40	56	17	F	NS	Term	98,630	0.19726	0	0	0.000389	11.499141	0.180036	0.001971
2,016	38	41	4	F	NS	VL	1,243,169.5	2.486339	0	0	0.00099	14.033176	1.248852	0.000398
2,013	39	41	3	M	NS	Term	11,564,382	2.117808	0	0	0.000837	16.263441	1.13713	0.000395
2,013	59	63	5	F	NS	VL	52,493.523438	1.479453	0	0	0.004242	10.868464	0.908038	0.002867
2,013	46	69	24	F	NS	UL	1,928,663.25	2.772602	0	0	0.020603	14.472338	1.327765	0.007431
2,014	38	50	13	F	NS	Term	568,381.9375	0.871233	0	0	0.00098	13.250551	0.626598	0.001125
2,019	40	42	3	M	NS	UL	1,380,821.953125	5.191781	0	0	0.002277	14.13819	1.823223	0.000439
2,019	51	62	12	F	NS	Term	8,751,780.708984	16.430137	0	0	0.04787	15.984768	2.858201	0.002914
2,013	40	44	5	F	NS	ULSG	197,260.203125	0.328767	0	0	0.000176	12.192284	0.284251	0.000535
2,017	42	60	19	M	NS	Perm	11,886,336	85.167122	0	0	0.341379	16.2909	4.456289	0.004008
2,019	40	79	40	M	U	Other	81.095894	0.810959	0	0	0.031658	4.407888	0.593856	0.039037
2,019	16	17	2	M	S	Term	19,452.054688	0.389041	0	0	0.000244	9.875759	0.328614	0.000628
2,017	21	32	12	M	NS	VL	415,753.3125	1.515068	0	0	0.000673	12.93785	0.9223	0.000444
2,015	70	92	23	M	NS	UL	339,617.46875	5.898907	1	50,000	1.034078	12.735578	1.931363	0.1753
2,017	60	60	1	M	NS	Term	4,462,073	15.766308	0	0	0.021169	15.311124	2.819371	0.001343
2,019	46	68	23	M	NS	UL	27,397.259766	0.054795	0	0	0.000484	10.218235	0.053346	0.008831
2,014	32	42	11	F	S	Term	142,465.75	0.569863	0	0	0.000807	11.866864	0.450988	0.001417
2,019	44	73	30	F	U	Term	5,643.835693	0.564384	0	0	0.009551	8.638496	0.447492	0.016922
2,012	40	68	29	M	U	Term	108,767.101563	1.087671	0	0	0.013571	11.596973	0.736049	0.012477
2,012	38	79	42	M	U	UL	6,518.578613	1.306011	0	0	0.05332	8.782565	0.835519	0.040827
2,019	44	93	50	M	U	Perm	4,803.476807	2.824658	0	0	0.54403	8.477303	1.341469	0.1926
2,018	39	57	19	M	NS	VLSG	2,690,481.296875	8.49589	0	0	0.025503	14.805231	2.250859	0.003002
2,016	28	34	7	F	NS	Term	2,154,786.25	3.284152	0	0	0.00085	14.583203	1.454923	0.000259
2,016	23	38	16	F	NS	VL	26,557.380859	0.885246	0	0	0.00052	10.187101	0.634058	0.000587
2,015	37	44	8	M	NS	VL	3,329,437.75	0.882192	0	0	0.000609	15.018314	0.632437	0.00069
2,018	28	34	7	M	NS	VLSG	333,972.599609	2.523288	0	0	0.000817	12.718817	1.259395	0.000324
2,017	48	58	11	M	NS	ULSG	13,241,992	9.531259	0	0	0.024184	16.398904	2.354348	0.002537
2,018	20	21	2	F	NS	Term	12,144.895508	0.424658	0	0	0.000092	9.404747	0.353931	0.000217
2,012	27	35	9	M	S	Term	316,940	0.31694	0	0	0.000268	12.666471	0.275311	0.000846
2,017	63	65	3	M	NS	ULSG	1,185,192.25	3.586301	0	0	0.010445	13.985416	1.523074	0.002912
2,017	53	59	7	F	NS	ULSG	65,285.933594	2.427397	0	0	0.004424	11.086547	1.231801	0.001822
2,016	24	35	12	F	NS	UL	62,773.199219	2.510928	0	0	0.00085	11.047299	1.25588	0.000338
2,019	16	77	62	M	U	Perm	10,904.109375	1.090411	0	0	0.036413	9.296987	0.737361	0.033394
2,014	6	28	23	M	U	VL	5,424.660156	0.542466	0	0	0.000459	8.598895	0.433382	0.000845

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