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
2,015	32	39	8	F	NS	Term	793,150.5	1.586301	0	0	0.00065	13.58377	0.950229	0.00041
2,018	28	42	15	F	NS	Term	1,235,616.4375	1.235616	0	0	0.000792	14.027081	0.804517	0.000641
2,014	78	85	8	F	NS	ULSG	4,528,767	0.780822	0	0	0.029345	15.32596	0.577075	0.037582
2,013	44	55	12	M	NS	Term	636,428.6875	4.484258	0	0	0.009357	13.363629	1.701882	0.002087
2,013	28	38	11	F	NS	Term	604,110.5	1.205481	0	0	0.000548	13.311514	0.790946	0.000454
2,018	44	56	13	F	NS	Term	1,063,013.75	1.063014	0	0	0.001876	13.87662	0.724168	0.001764
2,014	50	61	12	F	S	Term	267,739.8125	5.095892	0	0	0.043267	12.497775	1.807615	0.008491
2,017	47	61	15	M	S	VLSG	252,070.703125	1.750685	0	0	0.020119	12.437469	1.01185	0.011492
2,013	52	52	1	F	NS	Term	276,080	5.150408	0	0	0.001508	12.52845	1.816518	0.000293
2,018	55	70	16	F	NS	Term	45,205.480469	0.452055	0	0	0.00311	10.718996	0.37298	0.00688
2,019	47	48	2	F	NS	Term	2,045,608.629883	14.630137	0	0	0.004162	14.531206	2.749201	0.000284
2,016	39	62	24	F	NS	VL	10,729,894	95.82531	1	100,000	0.362394	16.188544	4.572908	0.003782
2,016	5	70	66	F	U	Perm	73,810.023438	5.622337	0	0	0.067649	11.209263	1.890448	0.012032
2,019	40	46	7	M	NS	VLSG	1,465,753.375	0.586301	0	0	0.000434	14.197881	0.461405	0.000741
2,014	74	90	17	F	NS	UL	343,897.90625	0.536986	0	0	0.054153	12.748103	0.429823	0.100847
2,019	42	45	4	M	NS	Term	102,794.523438	1.424658	0	0	0.000819	11.540497	0.88569	0.000575
2,017	54	54	1	M	S	Term	2,846,098.5	21.775341	0	0	0.034827	14.86146	3.125678	0.001599
2,019	1	18	18	M	NS	VLSG	25,205.479492	0.50411	0	0	0.000352	10.134856	0.408201	0.000697
2,019	82	94	13	F	NS	UL	10,794,520.5	0.676712	0	0	0.104295	16.194549	0.516835	0.154119
2,017	43	49	7	M	NS	UL	213,698.703125	1.632877	0	0	0.001548	12.272327	0.968077	0.000948
2,015	59	68	10	M	NS	Term	10,433,940	1.043394	0	0	0.007314	16.160575	0.714612	0.00701
2,019	62	75	14	F	NS	Other	9,589.041016	0.383562	0	0	0.005004	9.16848	0.324661	0.013047
2,018	47	58	12	M	NS	Term	472,602.75	0.945205	0	0	0.002457	13.066013	0.665368	0.0026
2,014	22	22	1	M	NS	Term	1,068,495	0.213699	0	0	0.000088	13.881763	0.193673	0.000413
2,015	34	36	3	M	NS	ULSG	36,355,344	31.684933	0	0	0.008238	17.408852	3.486914	0.00026
2,013	36	43	8	M	NS	UL	1,178,681.875	9.196039	0	0	0.005961	13.979908	2.321999	0.000648
2,013	64	77	14	M	NS	ULSG	184,279.015625	2.920495	0	0	0.062062	12.124212	1.366218	0.02125
2,019	24	24	1	M	NS	Term	28,233,698.5625	26.219178	0	0	0.008178	17.156027	3.303922	0.000312
2,013	34	52	19	M	S	Perm	997,668.5625	3.342466	0	0	0.016318	13.813177	1.468442	0.004882
2,015	10	22	13	F	U	Perm	1,282,028.875	100.695892	0	0	0.030209	14.063955	4.621987	0.0003
2,012	60	89	30	F	NS	UL	32,876.699219	0.657534	0	0	0.059077	10.40055	0.505331	0.089846
2,013	28	28	1	F	NS	Term	11,646,166	10.956166	0	0	0.000774	16.270488	2.481247	0.000071
2,018	26	35	10	M	NS	VL	775,868.648438	2.665753	0	0	0.001177	13.56174	1.299034	0.000441
2,016	2	22	21	F	NS	Perm	2,832,864.75	199.850708	0	0	0.059668	14.856799	5.302562	0.000299
2,019	31	60	30	F	NS	Term	75,197.257813	0.945205	0	0	0.00281	11.227883	0.665368	0.002972
2,019	59	68	10	M	NS	ULSG	24,508.980469	0.953425	0	0	0.006514	10.106836	0.669584	0.006833
2,016	64	74	11	M	NS	Term	135,450.71875	0.825136	0	0	0.011675	11.816371	0.601655	0.014149
2,016	37	43	7	M	S	Term	399,178	1.238356	0	0	0.001944	12.897165	0.805742	0.00157
2,017	50	62	13	M	NS	Term	89,367,960	73.501373	0	0	0.281556	18.308273	4.310818	0.003831
2,017	20	45	26	F	NS	Term	125,342.5	0.50137	0	0	0.000447	11.738813	0.406378	0.000891
2,016	41	59	19	M	S	VL	1,852,836.5	15.580361	0	0	0.144901	14.432229	2.808219	0.0093
2,015	35	47	13	F	U	Perm	66,659.453125	6.174146	0	0	0.007224	11.107367	1.970484	0.00117
2,019	34	35	2	M	NS	Term	14,405,246.28125	26.268494	0	0	0.004353	16.483103	3.305732	0.000166
2,015	32	49	18	F	NS	UL	8,619,055	144.011703	0	0	0.159853	15.969486	4.976814	0.00111
2,018	22	26	5	F	NS	ULSG	13,013.69873	0.120548	0	0	0.000023	9.473835	0.113818	0.000187
2,018	55	67	13	F	S	VL	127,397.257813	0.849315	0	0	0.014081	11.755073	0.614815	0.01658
2,014	28	36	9	M	S	UL	290,362.375	4.030136	0	0	0.003772	12.578888	1.615447	0.000936
2,016	27	38	12	F	U	UL	12,602.700195	0.126027	0	0	0.000075	9.441746	0.118696	0.000597
2,018	49	66	18	M	NS	Term	167,808.21875	0.671233	0	0	0.004418	12.030583	0.513562	0.006582
2,014	26	27	2	M	NS	Other	528,364.4375	3.471235	0	0	0.000873	13.177543	1.497665	0.000252
2,018	43	44	2	M	S	Perm	2,759,111.390625	21.761644	0	0	0.022202	14.83042	3.125077	0.00102
2,018	59	68	10	F	NS	ULSG	39,452.054688	0.789041	0	0	0.003516	10.582867	0.58168	0.004455
2,013	64	80	17	F	NS	Term	55.896	0.00274	0	0	0.000078	4.041225	0.002736	0.028542
2,016	69	72	4	M	S	Term	246,575.40625	0.821918	0	0	0.021397	12.415427	0.59989	0.026033
2,014	54	56	3	M	NS	Term	36,164.398438	0.723288	0	0	0.001121	10.495858	0.544234	0.00155
2,019	9	42	34	F	U	UL	5,629,192.4198	107.747944	0	0	0.112043	15.543477	4.689033	0.00104
2,015	72	76	5	F	NS	UL	3,953,958.5	57.205479	0	0	0.476522	15.190228	4.063979	0.00833
2,018	60	91	32	M	S	UL	135,721.265625	0.20274	0	0	0.034708	11.818366	0.184602	0.171195
2,017	46	62	17	F	NS	VLSG	15,630.125	0.446575	0	0	0.001473	9.657019	0.369199	0.003298
2,018	29	48	20	M	NS	Term	2,095,890.375	0.419178	0	0	0.000559	14.555489	0.350078	0.001334
2,015	47	51	5	M	NS	Term	391,865.6875	0.865754	0	0	0.000909	12.878677	0.623665	0.00105
2,017	32	48	17	F	S	UL	3,767.125	0.753425	0	0	0.001881	8.234333	0.561571	0.002496
2,015	25	53	29	M	S	UL	545,956.25	18.048117	1	25,000	0.091323	13.210296	2.946968	0.00506
2,015	42	65	24	M	NS	Term	562,663.9375	10.00521	0	0	0.066535	13.24044	2.398369	0.00665
2,013	18	21	4	M	NS	UL	132,965.015625	2.169863	0	0	0.001692	11.797849	1.153688	0.00078
2,018	62	74	13	M	NS	Term	22,550.136719	0.832877	0	0	0.012762	10.023541	0.605887	0.015323
2,015	71	78	8	F	S	ULSG	957,534.5	1.915069	0	0	0.071221	13.772118	1.069893	0.03719
2,014	46	58	13	M	NS	UL	697,150.4375	2.09315	0	0	0.006067	13.454758	1.12919	0.002899
2,019	26	38	13	F	NS	Term	1,191,780.8125	1.191781	0	0	0.000596	13.99096	0.784714	0.0005
2,014	32	49	18	F	NS	VL	11,917,815	0.794521	0	0	0.000846	16.293545	0.584738	0.001065
2,012	31	34	4	M	NS	VLSG	1,852,054	0.983561	0	0	0.000261	14.431806	0.684894	0.000265
2,013	64	67	4	M	NS	Term	382,192	0.764384	0	0	0.003167	12.853681	0.567802	0.004143
2,015	17	95	79	M	U	Perm	482,493.375	187.700348	33	65,854	40.229816	13.086725	5.24016	0.21433
2,017	25	47	23	F	NS	UL	7,599,830	25.888035	0	0	0.025385	15.843637	3.291681	0.000981
2,019	23	27	5	F	NS	Term	161,643.828125	0.161644	0	0	0.000029	11.993157	0.149836	0.000177
2,019	55	55	1	F	NS	ULSG	775,380.828125	6.572603	0	0	0.002063	13.561111	2.024537	0.000314
2,014	24	32	9	F	NS	Term	29,041.099609	0.580822	0	0	0.000163	10.276502	0.457945	0.000281
2,018	57	78	22	F	NS	Term	26,712.328125	0.534247	0	0	0.010701	10.192918	0.428039	0.02003
2,019	42	53	12	M	NS	ULSG	216,438.359375	1.89589	0	0	0.003031	12.285066	1.063293	0.001599
2,015	59	68	10	F	NS	UL	42,071.214844	1.024657	0	0	0.004631	10.647143	0.7054	0.00452
2,018	32	45	14	M	NS	Term	291,780.8125	1.167123	0	0	0.001042	12.583762	0.773401	0.000893
2,013	65	90	26	F	NS	UL	12,862.896484	0.838356	0	0	0.089819	9.46218	0.608872	0.107137
2,014	32	35	4	M	NS	UL	192,230.21875	7.216436	0	0	0.002034	12.166454	2.106137	0.000282
2,015	11	37	27	M	U	UL	3,160,563.25	26.915068	0	0	0.037412	14.966261	3.329167	0.00139
2,018	49	52	4	M	S	Term	1,244,712.3125	1.854794	0	0	0.005549	14.034416	1.049	0.002992
2,012	56	84	29	M	U	Perm	855,333.0625	151.137268	21	124,640	11.564391	13.659247	5.024783	0.076516
2,019	63	91	29	F	NS	UL	473,491.330078	1.49589	0	0	0.166677	13.067891	0.914646	0.111423
2,018	66	66	1	M	NS	ULSG	134,997.256348	4.882192	0	0	0.009243	11.813017	1.771929	0.001893
2,017	45	46	2	M	NS	Term	2,897,808	24.242556	0	0	0.011967	14.879465	3.228531	0.000494
2,014	45	60	16	F	S	Term	23,835.625	0.953425	0	0	0.007712	10.078979	0.669584	0.008089
2,012	42	54	13	M	NS	Term	139,480.84375	2.789617	0	0	0.005289	11.84569	1.332265	0.001896
2,019	30	31	2	F	U	Perm	1,347.312325	0.246575	0	0	0.000039	7.206609	0.2204	0.000157
2,015	25	38	14	M	NS	Term	82,918.039063	0.295082	0	0	0.000192	11.32562	0.258574	0.00065
2,014	3	3	1	M	NS	Perm	8,554,650	321.09314	0	0	0.03242	15.961986	5.774841	0.000101
2,015	79	85	7	M	NS	Perm	43,901.683594	0.706849	0	0	0.029674	10.689731	0.534649	0.04198
2,016	73	79	7	F	NS	Term	24,896.712891	4.621918	0	0	0.066329	10.122531	1.726673	0.014351
2,016	78	87	10	M	NS	UL	7,634,846	1.351013	0	0	0.099443	15.848233	0.854846	0.073606
2,018	46	51	6	F	NS	Term	45,753.425781	0.915069	0	0	0.000785	10.731044	0.649753	0.000858
2,018	27	31	5	F	NS	Term	1,654,794.484375	3.213699	0	0	0.00057	14.319188	1.438341	0.000177
2,015	56	56	1	M	NS	VL	2,032,788	0.677596	0	0	0.000427	14.524919	0.517362	0.00063

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