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	17	27	11	M	U	VL	210,544.015625	2.534246	0	0	0.002191	12.257455	1.2625	0.000864
2,019	26	29	4	F	NS	Term	302,172.599609	0.115068	0	0	0.000017	12.618757	0.108916	0.000147
2,017	60	63	4	F	S	Perm	8,136.990234	1.627398	0	0	0.012653	9.004299	0.965994	0.007775
2,018	55	56	2	M	NS	UL	307,369.269531	5.917808	1	54,006	0.006908	12.635808	1.934099	0.001167
2,018	56	70	15	F	U	Perm	29,109.589355	0.863014	0	0	0.009281	10.278857	0.622195	0.010754
2,019	39	43	5	F	NS	Term	2,117,506.867188	11.558904	0	0	0.00567	14.56575	2.53043	0.000491
2,016	7	25	19	F	NS	UL	1,610,392.625	15.009408	0	0	0.005378	14.291989	2.773177	0.000358
2,017	58	63	6	F	NS	Perm	1,431,444.375	45.34639	0	0	0.129351	14.174195	3.836143	0.002853
2,016	22	37	16	M	NS	Term	1,501,842.25	5.405166	0	0	0.003491	14.222204	1.857105	0.000646
2,019	25	35	11	M	NS	Term	1,917.808228	0.019178	0	0	0.000009	7.55946	0.018997	0.000458
2,017	40	46	7	F	NS	Term	8,440,592	14.895515	0	0	0.009295	15.948563	2.766037	0.000624
2,012	7	13	7	F	U	Perm	6,718,801.5	23.096909	0	0	0.001416	15.72042	3.182084	0.000061
2,019	46	50	5	M	NS	Term	4,087,109.671875	14.564383	0	0	0.012918	15.223349	2.744985	0.000887
2,019	60	64	5	M	NS	Perm	615,234.769043	3.208219	0	0	0.010257	13.329761	1.43704	0.003197
2,012	56	64	9	M	NS	Term	547,159.875	10.285828	0	0	0.04645	13.212498	2.423548	0.004516
2,012	39	45	7	F	NS	Term	50,164.433594	1.939728	0	0	0.001141	10.823081	1.078317	0.000588
2,016	59	67	9	M	NS	Term	441,257	0.882514	0	0	0.005261	12.997385	0.632608	0.005962
2,012	34	39	6	M	NS	Term	50,310,280	87.819458	0	0	0.036704	17.73372	4.486606	0.000418
2,014	21	23	3	F	NS	ULSG	230,136.953125	4.602739	0	0	0.001064	12.346434	1.723256	0.000231
2,018	40	45	6	M	NS	VLSG	116,986.304688	0.334247	0	0	0.000223	11.669821	0.288367	0.000667
2,017	45	57	13	F	NS	Term	9,789,831	67.955002	0	0	0.13192	16.096855	4.233454	0.001941
2,013	50	53	4	F	NS	Term	929,224.5	7.516723	0	0	0.008196	13.742107	2.142032	0.00109
2,015	57	64	8	M	S	ULSG	579,205.625	4.358905	0	0	0.066125	13.269415	1.67876	0.01517
2,017	55	60	6	M	NS	Term	2,062,317	0.807987	0	0	0.001946	14.539341	0.592214	0.002409
2,013	17	51	35	M	U	VL	95,644.382813	0.991781	0	0	0.002652	11.468403	0.689029	0.002674
2,016	28	53	26	F	NS	VL	18,044.476563	0.393443	0	0	0.000666	9.80065	0.331778	0.001692
2,016	41	73	33	M	S	UL	89,754.101563	1.795082	0	0	0.066458	11.40484	1.027861	0.037022
2,019	56	56	1	M	NS	Term	3,252,298.5	1.010959	0	0	0.000621	14.994873	0.698612	0.000614
2,012	53	60	8	M	NS	Term	2,940,765.5	10.107441	0	0	0.02885	14.894181	2.407615	0.002854
2,018	45	66	22	F	NS	Term	353,698.636719	1.40274	0	0	0.007328	12.776203	0.87661	0.005224
2,018	37	44	8	F	NS	Term	1,319,178.125	0.879452	0	0	0.000459	14.09252	0.63098	0.000522
2,014	31	45	15	F	NS	Term	4,705,235.5	31.306852	0	0	0.023278	15.364187	3.475279	0.000744
2,012	31	33	3	M	NS	Perm	2,638,135.25	2.248635	0	0	0.000504	14.785583	1.178235	0.000224
2,015	46	59	14	M	NS	Term	1,484,699.125	2.259562	0	0	0.007027	14.210723	1.181593	0.00311
2,018	35	85	51	M	U	Term	47,453.207031	0.712329	0	0	0.05941	10.76752	0.537854	0.083403
2,019	38	63	26	M	NS	ULSG	1,942,841.019531	16.641096	0	0	0.090185	14.479662	2.870231	0.005419
2,013	27	39	13	M	NS	VL	830,627.3125	5.742467	0	0	0.003723	13.629938	1.908426	0.000648
2,013	33	48	16	M	NS	Term	916,933.75	3.19452	0	0	0.004174	13.728792	1.433779	0.001307
2,013	3	25	23	F	NS	Perm	1,772,392.625	49.98082	0	0	0.018167	14.387842	3.931449	0.000363
2,019	12	59	48	F	U	Perm	262,655.288086	1.8	0	0	0.006728	12.478602	1.029619	0.003738
2,018	33	48	16	F	NS	Term	62,606.129883	2.720548	0	0	0.002574	11.044634	1.313871	0.000946
2,018	20	25	6	F	NS	ULSG	1,202,999.453125	10.597261	0	0	0.002507	14.000329	2.450769	0.000237
2,015	18	25	8	M	NS	Term	2,103,421.75	17.492201	0	0	0.012419	14.559076	2.917349	0.00071
2,012	35	41	7	M	NS	VL	2,926,052	9.650274	0	0	0.004722	14.889165	2.365586	0.000489
2,015	36	78	43	M	U	Perm	4,122,073.75	288.413696	8	114,180	10.400198	15.231867	5.667857	0.03606
2,018	45	57	13	F	NS	ULSG	1,673,297.450195	12.564384	0	0	0.025637	14.330307	2.607448	0.00204
2,017	21	40	20	M	NS	Term	106,712.328125	4.268493	0	0	0.004593	11.577901	1.661744	0.001076
2,014	55	66	12	F	S	Term	152,876.703125	0.509589	0	0	0.007343	11.937394	0.411837	0.014409
2,016	55	69	15	M	NS	Term	145,205.5	0.580822	0	0	0.005442	11.885912	0.457945	0.00937
2,019	48	55	8	F	NS	Perm	422,154.0625	1.347945	0	0	0.001745	12.953128	0.853541	0.001295
2,019	53	71	19	M	NS	Term	18,493.150391	0.073973	0	0	0.000826	9.82521	0.071364	0.01116
2,015	28	43	16	M	NS	VL	293,013.6875	0.961644	1	350,000	0.000904	12.587978	0.673783	0.00094
2,016	61	63	3	M	NS	Term	4,566,657	34.670055	0	0	0.08371	15.334292	3.574312	0.002414
2,017	42	61	20	M	NS	Term	2,319,277.5	7.936989	0	0	0.035105	14.656767	2.190199	0.004423
2,014	43	43	1	M	NS	ULSG	793,561.9375	2.961645	0	0	0.000864	13.584288	1.376659	0.000292
2,019	42	55	14	M	S	Term	391,780.8125	0.391781	0	0	0.002265	12.87846	0.330584	0.00578
2,012	19	33	15	M	NS	Term	23,838.800781	0.953552	0	0	0.000525	10.079112	0.669649	0.00055
2,013	51	54	4	F	S	ULSG	157,310.59375	0.517808	0	0	0.001469	11.965984	0.417267	0.002837
2,015	42	48	7	F	NS	Term	3,321,568.25	5.447885	0	0	0.003868	15.015948	1.863752	0.00071
2,018	59	59	1	M	NS	VLSG	520,201.46875	1.810959	0	0	0.002238	13.161973	1.033526	0.001236
2,018	79	89	11	M	NS	ULSG	99,994.460938	0.517808	0	0	0.060279	11.51288	0.417267	0.116412
2,016	23	36	14	F	U	VLSG	32,240.400391	0.322404	0	0	0.000176	10.381007	0.279451	0.000547
2,019	55	80	26	F	NS	Term	20,410.958984	0.816438	0	0	0.021553	9.923876	0.596878	0.026399
2,017	43	54	12	M	NS	UL	6,657.529785	0.665753	0	0	0.001229	8.803654	0.510277	0.001846
2,015	6	64	59	M	U	Perm	1,697,483.5	114.026321	2	33,172	0.947559	14.344658	4.745161	0.00831
2,012	32	38	7	M	S	Perm	1,775,336.25	5.901798	0	0	0.005956	14.389501	1.931782	0.001009
2,012	42	59	18	M	NS	Term	982,826.1875	6.753762	0	0	0.024647	13.798189	2.048178	0.003649
2,018	37	55	19	M	S	Term	176,027.390625	0.70411	0	0	0.00413	12.078401	0.533043	0.005866
2,014	33	43	11	M	NS	Term	124,636,280	109.435616	0	0	0.080401	18.64091	4.704433	0.000735
2,014	36	50	15	F	NS	Term	28,557,238	216.19725	0	0	0.256339	17.167421	5.380806	0.001186
2,016	37	50	14	M	NS	Term	14,523,929	52.090878	0	0	0.071427	16.491308	3.972005	0.001371
2,019	29	67	39	M	NS	Perm	1,723,756.01416	14.717808	0	0	0.127102	14.360017	2.754794	0.008636
2,016	37	58	22	M	NS	UL	2,205,593.75	69.358627	0	0	0.246719	14.606508	4.253605	0.003557
2,014	28	40	13	M	NS	Term	15,038,829	24.608217	0	0	0.017089	16.526146	3.242913	0.000694
2,019	53	62	10	M	NS	UL	163,561.640625	0.947945	0	0	0.003483	12.004951	0.666775	0.003675
2,017	48	50	3	F	NS	Perm	5,017,123.5	8.663014	0	0	0.005577	15.428368	2.268306	0.000644
2,016	46	97	52	M	U	Perm	247,355.65625	55.709869	15	57,903	14.176615	12.418587	4.037948	0.254472
2,018	33	69	37	M	S	UL	102,528.655029	2.734247	0	0	0.067538	11.537907	1.317546	0.024701
2,015	53	55	3	M	NS	ULSG	2,861,348	4.958905	0	0	0.006843	14.866804	1.784887	0.00138
2,018	13	29	17	M	NS	Perm	113,835.617188	2.276712	0	0	0.001876	11.64252	1.186841	0.000824
2,018	1	72	72	F	U	Perm	131,679.855629	106.164383	2	2,000	1.631462	11.788137	4.674364	0.015367
2,014	30	31	2	F	NS	Term	2,774,506.75	25.421917	0	0	0.003321	14.835984	3.274194	0.000131
2,017	58	60	3	F	NS	Term	283,150.8125	2.517809	0	0	0.003167	12.553738	1.257838	0.001258
2,016	35	50	16	M	U	VL	242,486.25	0.969945	0	0	0.001966	12.398704	0.678006	0.002027
2,012	33	75	43	M	U	Term	210.959	0.030137	0	0	0.000806	5.356393	0.029692	0.026729
2,016	57	72	16	M	NS	Term	63,114.800781	0.631148	0	0	0.008485	11.052726	0.489284	0.013444
2,019	6	79	74	F	U	Other	621.917786	1.243836	0	0	0.039998	6.434415	0.808187	0.032157
2,017	23	24	2	F	S	Term	108,904.148438	0.832877	0	0	0.000173	11.598233	0.605887	0.000208
2,018	64	67	4	M	NS	Term	18,051,232	13.654795	0	0	0.054786	16.708725	2.684768	0.004012
2,017	59	66	8	F	NS	ULSG	1,726,139.375	13.520544	0	0	0.051289	14.361398	2.675564	0.003793
2,018	26	37	12	F	NS	Term	149,681.808594	2.975343	0	0	0.001232	11.916274	1.380111	0.000414
2,014	52	53	2	F	NS	Term	4,406,055.5	16.139729	0	0	0.012974	15.298491	2.841399	0.000804
2,019	46	49	4	F	NS	UL	178,082.1875	0.142466	0	0	0.000101	12.090006	0.133189	0.000706
2,017	32	45	14	M	NS	ULSG	1,090,411	1.090411	0	0	0.00098	13.902066	0.737361	0.000898
2,018	45	65	21	M	NS	Term	1,363,013.75	0.545205	0	0	0.003353	14.12521	0.435157	0.006151
2,018	27	77	51	F	U	Other	13,135.780762	0.832877	0	0	0.020434	9.483171	0.605887	0.024534
2,015	1	13	13	M	U	VLSG	562,739.625	11.254793	0	0	0.001801	13.240574	2.505917	0.00016
2,019	48	76	29	M	NS	Perm	1,041,095.875	0.260274	0	0	0.006423	13.855785	0.231329	0.02468
2,017	32	36	5	M	NS	Term	5,281,232	8.750684	0	0	0.002592	15.47967	2.277337	0.000296
2,018	33	47	15	M	NS	Term	172,602.734375	0.057534	0	0	0.000064	12.058754	0.05594	0.001118

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