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	49	58	10	M	NS	Term	1,646,575.375	1.180822	0	0	0.002854	14.314209	0.779702	0.002417
2,019	32	41	10	M	NS	UL	808,219.1875	0.808219	0	0	0.000504	13.60259	0.592342	0.000624
2,014	26	33	8	F	NS	Term	134,383.5	0.89589	0	0	0.000243	11.80846	0.639688	0.000271
2,018	30	38	9	F	NS	Perm	271,664.518066	2.589041	0	0	0.001046	12.512327	1.277885	0.000404
2,019	56	80	25	M	NS	ULSG	89,178.085938	0.726027	0	0	0.028845	11.398402	0.545822	0.039729
2,015	70	74	5	M	S	ULSG	62,841.5	0.628415	0	0	0.020097	11.048387	0.487607	0.03198
2,015	58	62	5	F	NS	Term	88,114.75	0.352459	0	0	0.000945	11.386407	0.301924	0.00268
2,019	26	40	15	F	NS	UL	442,465.75	1.769863	0	0	0.001042	13.000121	1.018798	0.000589
2,017	30	44	15	F	U	VL	268,195.21875	2	0	0	0.001902	12.499474	1.098612	0.000951
2,018	30	39	10	M	NS	VL	97,637.054688	1.265753	0	0	0.000708	11.489023	0.817907	0.000559
2,019	59	85	27	M	U	Perm	23,835.615967	2.383562	0	0	0.197597	10.078978	1.218929	0.0829
2,018	44	52	9	F	S	Perm	110,141.828125	1.10137	0	0	0.003691	11.609533	0.742589	0.003351
2,016	12	56	45	F	U	Perm	558,251	7.647997	0	0	0.021845	13.232566	2.157328	0.002856
2,015	69	69	1	F	NS	Term	2,712,809.25	25.454794	1	100,000	0.037928	14.813496	3.275437	0.00149
2,018	64	64	1	M	NS	Term	14,519,178.054688	10.912329	0	0	0.018412	16.490981	2.477574	0.001687
2,014	45	56	12	F	NS	Term	204,657.5	1.090411	0	0	0.001972	12.229098	0.737361	0.001809
2,015	53	67	15	F	NS	Term	267,945.1875	1.742466	0	0	0.008677	12.498541	1.008858	0.00498
2,015	47	53	7	F	NS	ULSG	1,498,729.25	5.243835	0	0	0.005821	14.220129	1.831595	0.00111
2,019	49	61	13	M	NS	Term	35,477,082.519531	124.82192	0	0	0.435562	17.384398	4.834868	0.003489
2,019	35	51	17	F	NS	Perm	12,993,754.553711	104.043833	1	100,000	0.127584	16.379979	4.654378	0.001226
2,012	43	61	19	F	NS	VL	642,623.125	0.918033	0	0	0.002934	13.373315	0.6513	0.003196
2,012	47	51	5	F	NS	VL	136,748.703125	0.497268	0	0	0.000449	11.825908	0.403642	0.000903
2,016	62	74	13	M	NS	Term	1,484,972.5	1.36612	0	0	0.021203	14.210907	0.861251	0.01552
2,015	64	76	13	F	NS	VL	8,493.200195	0.084932	0	0	0.001162	9.047139	0.081517	0.01368
2,018	24	37	14	M	NS	Other	117.10685	0.854795	0	0	0.000503	4.77159	0.617774	0.000589
2,018	48	62	15	M	NS	Perm	301,350.893097	12.227397	0	0	0.053737	12.616034	2.58229	0.004395
2,017	35	56	22	F	NS	VLSG	6,031,528.5	44.715069	0	0	0.097434	15.612511	3.822428	0.002179
2,013	35	35	1	M	NS	Term	57,288,384	100.676704	0	0	0.015296	17.863608	4.621798	0.000152
2,015	25	28	4	M	NS	Term	1,111,470.125	8.676179	0	0	0.002169	13.921195	2.269667	0.00025
2,018	40	58	19	F	NS	Perm	234,905.96875	7.441096	0	0	0.018484	12.366945	2.133112	0.002484
2,018	49	51	3	F	NS	Term	59,520.546875	1.106849	0	0	0.000895	10.994094	0.745194	0.000808
2,016	32	48	17	F	NS	Term	47,617,740	176.806427	1	250,000	0.17948	17.678716	5.180695	0.001015
2,012	57	66	10	F	NS	Term	223,902.25	2.142721	0	0	0.008391	12.318969	1.145089	0.003916
2,019	61	78	18	F	NS	Perm	508,444.779297	6.835616	0	0	0.131768	13.139114	2.05868	0.019277
2,012	72	74	3	M	NS	VL	11,232.900391	0.112329	0	0	0.000826	9.326691	0.106456	0.00735
2,018	53	53	1	F	S	Term	363,698.625	1.454794	0	0	0.001248	12.804084	0.898043	0.000858
2,015	31	35	5	M	NS	Term	105,778.757813	0.688525	0	0	0.000193	11.569114	0.523855	0.00028
2,018	22	34	13	M	NS	Perm	1,077,397.25	0.950685	0	0	0.000457	13.89006	0.668181	0.000481
2,018	51	65	15	M	S	VL	30,136.986328	0.30137	0	0	0.004987	10.313542	0.263417	0.016549
2,019	0	27	28	M	NS	Perm	6,939.008301	0.915069	0	0	0.000776	8.845058	0.649753	0.000848
2,018	22	26	5	M	NS	Perm	89,832	0.780822	0	0	0.000276	11.405708	0.577075	0.000353
2,018	65	93	29	F	S	Perm	2,602.739746	0.052055	0	0	0.009704	7.864704	0.050745	0.18641
2,012	23	36	14	M	S	Term	362,358.75	3.279916	0	0	0.003678	12.800393	1.453933	0.001121
2,012	78	78	1	F	NS	ULSG	593,442.625	0.989071	0	0	0.004405	13.293698	0.687668	0.004454
2,018	84	98	15	F	NS	UL	38,750	1	1	38,750	0.235247	10.564912	0.693147	0.235247
2,018	30	55	26	F	NS	Term	710,767.111328	5.641096	0	0	0.011121	13.474102	1.893277	0.001971
2,012	43	55	13	M	NS	Term	1,029,452.5	1.687672	0	0	0.003527	13.844539	0.988675	0.00209
2,019	32	38	7	M	NS	Term	16,269,031.175781	59.676711	0	0	0.023267	16.604774	4.10556	0.00039
2,015	69	71	3	F	NS	ULSG	958,277.25	15.572413	0	0	0.057929	13.772893	2.807739	0.00372
2,018	38	55	18	M	NS	ULSG	76,709.585938	0.838356	0	0	0.001834	11.247795	0.608872	0.002188
2,018	53	81	29	M	NS	UL	92,876.710938	0.928767	0	0	0.042047	11.439039	0.656881	0.045272
2,018	19	48	30	M	NS	UL	215,039.041992	7.30411	0	0	0.012539	12.27858	2.116751	0.001717
2,013	27	28	2	F	S	Perm	346,958.90625	6.10137	0	0	0.001294	12.756965	1.960288	0.000212
2,019	50	71	22	F	NS	VL	213,432.02002	3.583562	0	0	0.032026	12.271078	1.522476	0.008937
2,014	63	68	6	F	NS	Other	231,506.75	0.926027	0	0	0.003871	12.352369	0.655459	0.00418
2,019	29	64	36	F	S	Other	960.610962	1.126027	0	0	0.013565	6.86861	0.754255	0.012047
2,016	74	89	16	F	S	VLSG	33,944.277344	0.39726	0	0	0.054609	10.432505	0.334513	0.137463
2,015	18	35	18	F	U	Perm	2,329,064.75	19.758905	0	0	0.012053	14.660978	3.032975	0.00061
2,016	45	62	18	M	NS	Term	342,950.9375	2.431695	0	0	0.011694	12.745346	1.233054	0.004809
2,013	46	56	11	F	NS	Term	201,917.84375	1.852055	0	0	0.003048	12.215621	1.04804	0.001646
2,014	60	70	11	F	NS	Term	84,931.5	0.169863	0	0	0.000922	11.349612	0.156887	0.005426
2,018	11	23	13	F	NS	Term	36,164.382813	0.361644	0	0	0.000121	10.495858	0.308693	0.000335
2,015	55	69	15	M	NS	Term	179,452.09375	1.684932	0	0	0.014945	12.097669	0.987655	0.00887
2,013	71	73	3	F	NS	ULSG	147,123.453125	0.556165	0	0	0.002342	11.899034	0.442224	0.00421
2,017	79	94	16	M	NS	UL	62,657.496094	1.172602	0	0	0.237778	11.045455	0.775926	0.202778
2,017	45	49	5	F	NS	UL	166,410.96875	3.150685	0	0	0.002309	12.022222	1.423273	0.000733
2,016	20	37	18	M	NS	Term	86,612	0.86612	0	0	0.000706	11.369205	0.623861	0.000815
2,019	13	17	5	M	U	VLSG	213,698.625	0.854795	0	0	0.000471	12.272327	0.617774	0.000551
2,012	22	23	2	F	NS	Term	195,029.125	1.786593	0	0	0.000362	12.180909	1.02482	0.000203
2,018	40	65	26	M	NS	Term	4,188.370057	0.641096	0	0	0.004327	8.340306	0.495364	0.006749
2,014	10	20	11	F	S	ULSG	94,520.5	0.945205	0	0	0.000257	11.456583	0.665367	0.000271
2,012	68	72	5	M	S	Perm	1,216.522705	0.196721	0	0	0.005304	7.104574	0.179585	0.026963
2,015	52	60	9	M	NS	Term	159,589	0.638356	0	0	0.001858	11.980363	0.493693	0.00291
2,015	23	27	5	M	S	Term	333,927.9375	1.010682	0	0	0.000596	12.718683	0.698474	0.00059
2,018	59	65	7	M	NS	VL	112,534.25	1.89863	0	0	0.008828	11.631022	1.064238	0.00465
2,015	50	50	1	M	NS	VLSG	1,665,833.75	0.6	0	0	0.000312	14.325837	0.470004	0.00052
2,015	53	74	22	F	NS	UL	551,506.6875	5.515067	0	0	0.071861	13.220411	1.874118	0.01303
2,013	43	47	5	M	NS	Term	9,726,027	8.312328	0	0	0.00623	16.090316	2.231339	0.00075
2,018	0	3	4	F	S	Perm	735,316.421875	1.158904	0	0	0.000079	13.508058	0.769601	0.000069
2,013	25	33	9	F	NS	VL	7,793,696.5	51.167126	0	0	0.014981	15.868826	3.954453	0.000293
2,019	23	37	15	M	NS	Perm	125,342.46875	0.835616	0	0	0.000521	11.738813	0.60738	0.000624
2,017	55	56	2	F	NS	Term	14,109.599609	0.282192	0	0	0.000246	9.554682	0.248571	0.000872
2,018	26	29	4	F	NS	Term	97,719.71875	0.69589	0	0	0.000103	11.489869	0.528208	0.000148
2,013	66	73	8	M	NS	Term	397,808.3125	1.512329	0	0	0.016115	12.893728	0.92121	0.010656
2,014	67	75	9	M	NS	VL	59,337.632813	0.589041	0	0	0.008477	10.991016	0.463131	0.014392
2,013	58	59	2	M	NS	UL	1,628,530.375	5.663013	0	0	0.007514	14.303189	1.896572	0.001327
2,019	31	37	7	M	NS	Perm	286,862.53125	1.652055	0	0	0.00058	12.566762	0.975335	0.000351
2,015	43	64	22	M	NS	VL	166,896.875	2.610959	0	0	0.015196	12.025137	1.283973	0.00582
2,018	76	85	10	M	NS	UL	136.986298	0.005479	0	0	0.000327	4.927154	0.005464	0.059717
2,016	31	44	14	F	S	Term	852,054.5	1.704109	0	0	0.002815	13.655407	0.994772	0.001652
2,012	28	38	11	M	NS	Term	124,931.398438	0.416438	0	0	0.000255	11.735528	0.348145	0.000612
2,019	25	27	3	M	NS	Term	1,170,125.4375	3.641096	0	0	0.000923	13.972622	1.534951	0.000253
2,013	40	47	8	F	NS	Term	629,041	1.79726	0	0	0.00127	13.351953	1.02864	0.000707
2,018	41	67	27	F	NS	ULSG	213,891.51001	6.882192	0	0	0.041314	12.273229	2.064606	0.006003
2,015	37	43	7	M	NS	Perm	2,592,806.75	43.509586	0	0	0.026106	14.768252	3.795705	0.0006
2,018	1	66	66	M	U	Perm	91,598.522949	0.635616	0	0	0.006329	11.425181	0.49202	0.009957
2,019	44	46	3	F	NS	Term	824,383.5625	3.024657	0	0	0.001187	13.622392	1.39244	0.000392
2,013	15	34	20	M	NS	Term	6,438.350098	0.257534	0	0	0.000284	8.770183	0.229153	0.001104
2,019	45	57	13	M	NS	Term	125,007,718.076172	222.868494	1	500,000	0.540909	18.643886	5.411059	0.002427
2,018	54	73	20	M	NS	ULSG	5,342.46582	0.213699	0	0	0.00314	8.58363	0.193672	0.014695

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