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
2,019	35	62	28	M	U	Term	5,684.931641	0.227397	0	0	0.001571	8.64575	0.204896	0.006911
2,019	42	66	25	M	NS	ULSG	29,767.123047	2.523288	0	0	0.019381	10.301193	1.259395	0.007681
2,019	53	87	35	M	U	Term	799.087692	0.358904	0	0	0.038185	6.684721	0.306679	0.106394
2,019	37	41	5	M	S	Term	1,062,465.765625	4.126027	0	0	0.004705	13.876104	1.634331	0.00114
2,018	58	62	5	F	NS	ULSG	92,054.796875	0.230137	0	0	0.000572	11.43015	0.207126	0.002484
2,016	2	34	33	M	NS	Perm	3,014,211.75	85.107407	1	40,017	0.092175	14.918849	4.455595	0.001083
2,015	49	59	11	M	NS	Term	1,567,468.625	11.430809	0	0	0.034407	14.264973	2.520178	0.00301
2,018	35	52	18	F	NS	Term	16,656,608	59.334246	0	0	0.084806	16.628318	4.0999	0.001429
2,019	68	71	4	F	NS	Term	851,863.789063	7.295891	0	0	0.029059	13.655183	2.11576	0.003983
2,018	48	52	5	F	NS	UL	58,082.191406	0.580822	0	0	0.000567	10.969632	0.457945	0.000976
2,012	6	23	18	F	U	Perm	953,909	1.484931	0	0	0.000527	13.768325	0.910245	0.000355
2,016	64	80	17	M	NS	VL	399,070.75	1.427831	0	0	0.052578	12.896897	0.886998	0.036823
2,015	47	52	6	F	NS	UL	640,692.875	2.479452	0	0	0.002455	13.370307	1.246875	0.00099
2,019	31	44	14	F	NS	VLSG	422,191.78125	0.367123	0	0	0.000259	12.953217	0.312709	0.000706
2,016	84	93	10	F	NS	UL	4,535,520	0.907104	0	0	0.127493	15.327451	0.645586	0.140549
2,019	31	65	35	F	U	Perm	1,254,106.554565	82.350685	0	0	0.576005	14.041935	4.423057	0.006995
2,015	53	71	19	F	NS	UL	818,042.75	14.621131	0	0	0.11887	13.614671	2.748625	0.00813
2,012	36	37	2	F	S	ULSG	45,137	0.821918	0	0	0.000367	10.71748	0.59989	0.000446
2,018	44	53	10	M	NS	ULSG	177,671.236328	2.449315	0	0	0.003676	12.087696	1.238176	0.001501
2,014	30	42	13	M	NS	Term	1,045,594.5	2.939726	0	0	0.002219	13.860097	1.371111	0.000755
2,018	75	88	14	F	NS	Term	131,917.8125	0.879452	0	0	0.065849	11.789942	0.63098	0.074875
2,018	62	67	6	F	S	Perm	68,362.099609	16.619178	0	0	0.241795	11.132588	2.868988	0.014549
2,017	36	54	19	F	NS	Term	54,246.601563	1.084932	0	0	0.001848	10.901314	0.734736	0.001704
2,014	58	71	14	M	NS	Term	45,342.449219	0.906849	0	0	0.010176	10.722021	0.645452	0.011222
2,016	29	40	12	M	NS	Term	7,518,453.5	13.80658	0	0	0.009466	15.832871	2.695072	0.000686
2,019	64	89	26	M	NS	VL	14,520.547852	0.145205	0	0	0.017335	9.583389	0.135584	0.119379
2,019	15	26	12	F	S	UL	4,587.06311	0.334247	0	0	0.000115	8.431213	0.288367	0.000343
2,013	34	43	10	M	NS	Term	8,306,926.5	54.418629	0	0	0.039686	15.9326	4.014916	0.000729
2,019	24	28	5	F	S	Term	40,410.957031	0.161644	0	0	0.000044	10.606881	0.149836	0.000275
2,014	77	90	14	M	NS	ULSG	1,656,984	0.345205	0	0	0.049981	14.32051	0.296546	0.144788
2,014	54	61	8	M	NS	Term	2,712,397.5	20.405479	0	0	0.06469	14.813344	3.063647	0.00317
2,019	40	41	2	F	NS	Term	3,168,082.164063	4.931507	0	0	0.001016	14.968637	1.780278	0.000206
2,015	1	19	19	F	S	Perm	186,020.578125	14.594524	0	0	0.003941	12.133618	2.74692	0.00027
2,015	32	32	1	M	NS	Term	1,642,329.125	2.736987	0	0	0.000383	14.311627	1.31828	0.00014
2,018	31	31	1	M	NS	Term	90,958.90625	0.909589	0	0	0.000116	11.418174	0.646888	0.000128
2,016	24	33	10	M	NS	Term	232,476.734375	1.430137	0	0	0.000568	12.35655	0.887948	0.000397
2,012	57	68	12	F	NS	Term	23,698.650391	0.473973	0	0	0.00238	10.073216	0.387961	0.005022
2,019	42	48	7	M	NS	Perm	42,920.547852	2.40274	0	0	0.002084	10.667129	1.224581	0.000867
2,014	61	70	10	M	NS	ULSG	9,603,677	2.547945	0	0	0.022386	16.077657	1.266369	0.008786
2,014	44	45	2	F	NS	VL	13,698.599609	0.136986	0	0	0.000036	9.525122	0.128381	0.000261
2,018	31	62	32	M	NS	Term	11,424.657227	0.380822	0	0	0.001969	9.343617	0.322679	0.00517
2,019	27	40	14	F	NS	UL	83,345.921875	2.052055	0	0	0.001228	11.330767	1.115815	0.000598
2,018	53	53	1	F	NS	ULSG	15,506,849	0.775342	0	0	0.000229	16.556792	0.573993	0.000296
2,014	6	16	11	M	U	ULSG	319,452.9375	3.068495	0	0	0.001301	12.674368	1.403273	0.000424
2,015	31	36	6	M	NS	Perm	519,126	0.519126	0	0	0.000161	13.159904	0.418135	0.00031
2,015	79	83	5	F	NS	ULSG	328,493	0.29863	0	0	0.00522	12.702274	0.26131	0.01748
2,018	66	71	6	F	NS	Term	235,342.46875	0.890411	0	0	0.00488	12.368801	0.636794	0.005481
2,017	55	67	13	M	NS	Perm	76,301.375	1.109589	0	0	0.007942	11.242459	0.746493	0.007158
2,018	49	53	5	F	S	Term	71,780.820313	0.717808	0	0	0.002059	11.181387	0.541049	0.002868
2,013	36	52	17	F	NS	Term	7,852,507	70.465752	0	0	0.101026	15.876344	4.269218	0.001434
2,019	8	22	15	F	U	UL	465.753418	0.046575	0	0	0.000014	6.145801	0.045523	0.000294
2,017	12	13	2	M	NS	VLSG	751,370	3.00548	0	0	0.000472	13.529655	1.387663	0.000157
2,014	67	69	3	F	NS	Perm	913,406.9375	32	0	0	0.108358	13.724938	3.496508	0.003386
2,014	30	57	28	M	S	Term	61,644	0.123288	0	0	0.000902	11.029147	0.11626	0.007317
2,017	62	74	13	F	NS	Term	259,431.3125	2.147601	0	0	0.02393	12.466251	1.146641	0.011143
2,014	45	54	10	F	NS	UL	180,822	0.361644	0	0	0.000505	12.105274	0.308693	0.001397
2,013	47	60	14	F	NS	Term	10,810,976	39.37608	0	0	0.106942	16.196073	3.698238	0.002716
2,016	48	49	2	F	NS	Term	4,540,983	1.240437	0	0	0.000383	15.328654	0.806671	0.000309
2,019	20	32	13	F	NS	Term	486,301.363281	3.994521	0	0	0.001293	13.094586	1.608341	0.000324
2,012	40	43	4	M	NS	Term	4,375,462	1.128797	0	0	0.000587	15.291523	0.755557	0.00052
2,017	20	38	19	F	NS	Term	31,232.900391	0.312329	0	0	0.000235	10.349259	0.271803	0.000753
2,018	34	44	11	M	S	Perm	504,842.311523	32.901369	0	0	0.061646	13.132003	3.523455	0.001874
2,015	68	74	7	M	NS	Term	6,027.399902	0.060274	0	0	0.000621	8.704237	0.058527	0.01031
2,015	45	49	5	F	S	Term	33,879.800781	0.338798	0	0	0.000617	10.430604	0.291772	0.00182
2,019	55	81	27	M	NS	Perm	4,461,518.445313	7.591781	0	0	0.320855	15.311	2.150806	0.042264
2,015	42	45	4	F	NS	Term	1,319,672	2.639344	0	0	0.001293	14.092895	1.291803	0.00049
2,017	30	64	35	M	NS	Perm	143,765.859375	3.545207	0	0	0.021701	11.875948	1.514073	0.006121
2,016	59	87	29	F	NS	UL	194,602.765625	1.772603	0	0	0.121165	12.178721	1.019787	0.068354
2,012	53	82	30	M	NS	Perm	4,053,159.75	1.442622	0	0	0.072162	15.215008	0.893072	0.050022
2,017	25	40	16	M	NS	Term	643,836	0.643836	0	0	0.000496	13.375201	0.497033	0.00077
2,013	45	57	13	M	S	Term	229,041.203125	2.158905	1	100,000	0.016029	12.341662	1.150225	0.007424
2,017	41	71	31	F	NS	Term	43,835.601563	0.876712	0	0	0.007468	10.688224	0.629521	0.008518
2,016	52	62	11	M	NS	Perm	2,709,860.5	4.803384	0	0	0.018041	14.812408	1.758441	0.003756
2,015	34	38	5	M	NS	Term	576,503	0.576503	0	0	0.000208	13.264738	0.455209	0.00036
2,018	48	49	2	F	S	Perm	90,547.945313	1.282192	0	0	0.001327	11.413646	0.825136	0.001035
2,013	67	75	9	M	NS	ULSG	26,849.320313	1.342466	0	0	0.018289	10.198033	0.851204	0.013623
2,017	50	72	23	M	S	UL	9,468.783203	1.624658	0	0	0.053846	9.155861	0.964951	0.033143
2,019	61	86	26	M	S	Perm	53,698.630127	1.073973	1	50,000	0.119424	10.891161	0.729466	0.111199
2,017	40	65	26	M	NS	Term	15,975.323242	0.326027	0	0	0.002215	9.678863	0.282187	0.006792
2,016	44	60	17	F	NS	UL	170,765	0.34153	0	0	0.000928	12.048049	0.293811	0.002717
2,016	67	84	18	M	U	Perm	733.671997	0.065753	0	0	0.004486	6.599424	0.063682	0.068232
2,016	16	41	26	F	NS	Perm	49,200.519531	0.043836	0	0	0.000044	10.80368	0.042902	0.000995
2,013	37	69	33	F	U	Perm	2,515,980.5	79.00264	1	25,000	0.916489	14.738174	4.38206	0.011601
2,018	40	47	8	F	NS	ULSG	126,044.523438	1.780822	0	0	0.001176	11.744398	1.022747	0.00066
2,012	58	65	8	F	NS	Term	237,705	0.237705	0	0	0.000871	12.37879	0.213259	0.003662
2,013	28	37	10	F	NS	VL	190,903.953125	0.367123	0	0	0.000148	12.159531	0.312709	0.000404
2,012	54	66	13	M	NS	Term	5,816,818	18.542536	0	0	0.111145	15.576264	2.972593	0.005994
2,013	59	62	4	F	NS	ULSG	304,110	0.30411	0	0	0.000706	12.625148	0.265521	0.002322
2,015	63	81	19	F	NS	Perm	1,146,400.125	1.767655	0	0	0.054903	13.952138	1.018	0.03106
2,015	36	52	17	F	S	VL	255,464.5	0.510929	0	0	0.001906	12.450843	0.412725	0.00373
2,013	4	15	12	M	S	Perm	510,270.5625	10.201796	0	0	0.00364	13.142698	2.416074	0.000357
2,015	38	60	23	M	U	Term	281,644	0.70411	0	0	0.003837	12.548403	0.533043	0.00545
2,019	60	66	7	M	NS	Term	126,424.65625	6.895891	0	0	0.033473	11.74741	2.066342	0.004854
2,014	73	77	5	F	NS	ULSG	311,293.5	2.200001	0	0	0.02047	12.648495	1.163151	0.009305
2,016	45	52	8	M	U	Term	335,616.5	0.671233	0	0	0.001327	12.723727	0.513562	0.001977
2,017	30	58	29	M	NS	Perm	22,341,892	35.326023	1	796,724	0.123114	16.921974	3.592534	0.003485
2,017	38	55	18	F	NS	Term	226,027.5	0.452055	0	0	0.000815	12.328416	0.37298	0.001803
2,015	44	56	13	F	NS	Term	1,044,535.5	3.765027	0	0	0.006739	13.859084	1.561303	0.00179
2,015	35	48	14	M	NS	Term	9,945,210	0.994521	0	0	0.001164	16.112602	0.690404	0.00117
2,015	64	70	7	F	NS	Perm	99,981.296875	1.999626	0	0	0.010358	11.512748	1.098488	0.00518

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