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	23	39	17	M	NS	VL	43,732.746094	0.702185	0	0	0.000555	10.685875	0.531913	0.00079
2,018	49	62	14	M	S	VL	44,604.542969	0.476712	0	0	0.005752	10.705613	0.389818	0.012066
2,018	60	88	29	M	NS	UL	120,661.005249	8.238356	1	10,000	0.870453	11.700749	2.223364	0.105659
2,014	48	67	20	M	NS	Term	433,939.78125	16.739729	0	0	0.134273	12.980663	2.875807	0.008021
2,018	70	74	5	M	NS	Term	205,479.453125	0.410959	0	0	0.003906	12.233106	0.34427	0.009506
2,019	34	37	4	F	NS	Term	11,643.835938	0.046575	0	0	0.000013	9.362618	0.045523	0.000275
2,019	50	75	26	F	NS	Other	4,928.013672	0.142466	0	0	0.001934	8.502894	0.133189	0.013577
2,019	46	51	6	M	NS	Term	369,863	0.073973	0	0	0.000074	12.820891	0.071364	0.001004
2,019	46	51	6	M	NS	Term	369,863	0.073973	0	0	0.000074	12.820891	0.071364	0.001004
2,019	52	59	8	M	NS	Term	11,730,137	3.958904	0	0	0.009223	16.277672	1.601185	0.00233
2,013	28	42	15	F	NS	Perm	6,731,867.5	45.941544	0	0	0.030614	15.722363	3.848903	0.000666
2,018	5	8	4	M	NS	Term	408,219.1875	0.816438	0	0	0.000063	12.919562	0.596878	0.000078
2,017	69	75	7	M	NS	VLSG	819,178	0.819178	0	0	0.009317	13.616058	0.598385	0.011373
2,018	49	51	3	M	NS	Term	4,373,150.773438	15.10137	0	0	0.012888	15.290995	2.778904	0.000853
2,014	49	65	17	F	NS	Term	87,397.25	1.747945	0	0	0.007868	11.378231	1.010853	0.004502
2,018	41	45	5	F	NS	Term	347,945.203125	1.739726	0	0	0.000926	12.759803	1.007858	0.000532
2,013	47	54	8	F	NS	ULSG	3,043,795.25	25.661558	0	0	0.03135	14.928616	3.283223	0.001222
2,012	6	34	29	F	NS	UL	497,077.9375	4.496736	0	0	0.002463	13.116504	1.704154	0.000548
2,018	50	64	15	F	NS	VLSG	320,750.6875	0.821918	0	0	0.003273	12.678423	0.59989	0.003982
2,017	46	49	4	M	NS	VLSG	10,669,521	7.383166	0	0	0.00605	16.182902	2.126226	0.000819
2,013	61	65	5	F	NS	Term	2,593,424	4.717807	0	0	0.016814	14.76849	1.743585	0.003564
2,013	55	72	18	F	NS	Perm	630,603.9375	18.870613	0	0	0.172425	13.354435	2.989242	0.009137
2,019	30	46	17	F	NS	Term	804,961.637695	6.052055	0	0	0.005106	13.598551	1.953319	0.000844
2,014	39	39	1	M	NS	Term	22,262,746	6.926029	0	0	0.001115	16.918425	2.070152	0.000161
2,012	51	54	4	F	NS	Perm	97,065.398438	3.489071	0	0	0.004	11.483151	1.501646	0.001146
2,018	81	81	1	F	NS	ULSG	81,884.871094	0.317808	0	0	0.001642	11.313082	0.27597	0.005165
2,017	51	56	6	F	NS	ULSG	382,192	0.764384	0	0	0.001105	12.853681	0.567802	0.001446
2,013	53	55	3	F	NS	ULSG	9,230,138	6.200001	0	0	0.007011	16.037985	1.974081	0.001131
2,018	44	46	3	F	NS	Term	47,909.924805	0.29589	0	0	0.000111	10.777099	0.259198	0.000375
2,017	62	76	15	M	NS	Term	1,581,369.625	1.339726	1	1,000,000	0.026335	14.273803	0.850034	0.019657
2,018	28	46	19	M	NS	Term	332,191.78125	1.328767	0	0	0.00159	12.713471	0.845339	0.001197
2,019	58	62	5	M	NS	Term	4,472,739.734375	8.20548	0	0	0.022074	15.313512	2.219799	0.00269
2,016	47	50	4	M	NS	Term	6,469,889	12.099469	0	0	0.01082	15.68267	2.572572	0.000894
2,019	32	35	4	F	NS	VLSG	1,269,369.875	0.320548	0	0	0.00006	14.054032	0.278047	0.000186
2,016	24	46	23	F	S	Perm	127,009.0625	0.915068	0	0	0.001867	11.752022	0.649753	0.00204
2,013	55	56	2	F	NS	ULSG	259,565	0.051913	0	0	0.000046	12.466766	0.05061	0.000888
2,018	9	31	23	F	U	VL	273,972.59375	1.09589	0	0	0.000475	12.520787	0.739978	0.000434
2,017	57	57	1	M	S	Term	695,753.4375	6.550685	0	0	0.01494	13.452752	2.021638	0.002281
2,016	38	40	3	M	NS	Term	11,344,830	8.663211	0	0	0.003099	16.244273	2.268326	0.000358
2,017	69	72	4	F	NS	Term	69,568.875	1.342197	0	0	0.005956	11.150087	0.851089	0.004437
2,012	49	62	14	M	NS	Term	32,191.800781	0.643836	0	0	0.002783	10.379498	0.497033	0.004322
2,018	47	62	16	F	NS	Term	281,465.759766	4.512329	0	0	0.014678	12.54777	1.706987	0.003253
2,013	14	30	17	M	NS	Perm	2,185,428.5	6.257535	0	0	0.005324	14.597323	1.98204	0.000851
2,017	39	60	22	M	S	VL	285,616.5	0.380822	0	0	0.003925	12.562409	0.322679	0.010307
2,012	56	56	1	M	NS	UL	1,137,704.75	2.016393	0	0	0.001295	13.944524	1.104062	0.000642
2,014	28	40	13	F	NS	Term	580,547.625	2.128766	0	0	0.001283	13.271729	1.140639	0.000603
2,017	36	41	6	F	NS	Term	134,485,728	107.23317	0	0	0.04567	18.716969	4.684288	0.000426
2,015	73	85	13	F	NS	ULSG	8,878,218	7.5863	2	2,000,000	0.363915	15.999112	2.150168	0.04797
2,014	26	29	4	F	S	VL	82,191.796875	0.821918	0	0	0.000231	11.316823	0.59989	0.000281
2,019	50	65	16	F	NS	Term	162,739.71875	0.542466	0	0	0.002326	11.999914	0.433382	0.004287
2,015	80	82	3	F	NS	Perm	6,147.540039	0.614754	0	0	0.00766	8.72397	0.479183	0.01246
2,013	60	66	7	M	NS	Term	3,367,519.25	5.753395	0	0	0.029021	15.029687	1.910045	0.005044
2,019	49	55	7	M	NS	ULSG	606,230.328125	4.169863	0	0	0.006788	13.315017	1.642846	0.001628
2,019	52	54	3	M	U	Term	615,835.637695	9.652055	0	0	0.017311	13.330737	2.365753	0.001793
2,015	61	68	8	F	NS	VLSG	168,477.140625	3.013488	0	0	0.012837	12.034561	1.389661	0.00426
2,019	11	23	13	F	U	VL	1,244,520.564941	2.331507	0	0	0.000778	14.034262	1.203425	0.000334
2,018	43	72	30	F	NS	Perm	6,111,197.283203	454.408218	9	105,968	4.577717	15.625633	6.121194	0.010074
2,015	30	47	18	F	NS	Term	12,767,066	43.364323	0	0	0.041196	16.36238	3.792436	0.00095
2,017	23	34	12	M	NS	Term	223,972.5	0.89589	0	0	0.000416	12.319283	0.639688	0.000464
2,013	24	44	21	M	NS	Term	132,054.796875	1.320548	0	0	0.001592	11.79098	0.841803	0.001205
2,014	38	51	14	M	NS	VL	825,252.6875	11.30137	0	0	0.016379	13.623446	2.509711	0.001449
2,015	25	32	8	M	S	Term	65,616.398438	1.312328	0	0	0.000906	11.091596	0.838255	0.00069
2,013	57	58	2	M	NS	ULSG	641,865.875	3.90101	0	0	0.005058	13.372136	1.589441	0.001296
2,018	48	48	1	M	NS	Term	144,657.53125	0.723288	0	0	0.000348	11.882131	0.544234	0.000481
2,012	72	94	23	F	NS	UL	852.435974	0.016393	0	0	0.002575	6.749271	0.01626	0.157072
2,016	51	65	15	M	S	Term	2,049.179932	0.204918	0	0	0.003639	7.625683	0.186412	0.017756
2,019	40	49	10	M	NS	Term	7,602,465.5625	2.734247	0	0	0.003118	15.843983	1.317546	0.00114
2,017	40	49	10	F	NS	Perm	1,491,311.125	4.979622	0	0	0.00439	14.215167	1.788357	0.000882
2,016	25	39	15	F	NS	VLSG	1,570,959.375	1.454795	0	0	0.000854	14.267198	0.898043	0.000587
2,014	77	84	8	M	NS	Term	80,274	0.80274	0	0	0.033439	11.293214	0.589308	0.041656
2,017	35	54	20	M	NS	VL	867,906.5	11.160019	0	0	0.025341	13.67384	2.498153	0.002271
2,019	53	61	9	F	NS	UL	3,390,290.320313	25.994521	0	0	0.064007	15.036426	3.295634	0.002462
2,018	47	53	7	M	NS	Perm	279,513.974854	44.227399	0	0	0.06291	12.540811	3.811703	0.001422
2,017	32	53	22	F	NS	Term	2,488,641	4.906639	0	0	0.007776	14.727248	1.776077	0.001585
2,013	33	37	5	F	NS	ULSG	34,520.523438	1.380821	0	0	0.00039	10.449338	0.867445	0.000283
2,015	64	68	5	M	NS	Term	917,810	0.183562	0	0	0.000912	13.729747	0.168529	0.00497
2,016	36	36	1	F	U	Term	10,382,582	36.445354	0	0	0.005078	16.15564	3.622883	0.000139
2,014	42	69	28	M	S	ULSG	38,272.789063	0.49589	0	0	0.012567	10.552521	0.402721	0.025342
2,015	64	79	16	M	NS	Term	25,125.710938	0.415301	0	0	0.012924	10.131687	0.347342	0.03112
2,015	26	51	26	F	NS	Perm	13,269,195	218.736984	0	0	0.295295	16.400956	5.392431	0.00135
2,013	44	53	10	F	NS	UL	170,958.90625	1.709589	0	0	0.002244	12.049184	0.996797	0.001313
2,014	56	76	21	M	NS	Term	246,301.40625	0.950685	1	300,000	0.022848	12.414315	0.668181	0.024033
2,014	11	41	31	M	NS	Other	684.950012	0.013699	0	0	0.000026	6.530805	0.013606	0.001882
2,018	4	30	27	M	S	UL	9,178.082031	0.183562	0	0	0.000151	9.124682	0.168528	0.000824
2,012	53	55	3	F	NS	Term	386,930.25	3.378344	0	0	0.003839	12.866002	1.476671	0.001136
2,014	11	56	46	M	U	Perm	1,392,297.625	21.29315	0	0	0.080577	14.146467	3.104279	0.003784
2,018	63	76	14	M	NS	UL	1,297,965.40625	4.39726	0	0	0.086186	14.076309	1.685891	0.0196
2,018	44	44	1	F	S	Perm	16,849.314453	0.336986	0	0	0.000159	9.732125	0.290418	0.000473
2,016	46	54	9	M	NS	Term	217,647.421875	0.434426	0	0	0.000717	12.290636	0.360765	0.001649
2,017	74	82	9	F	NS	ULSG	6,334,248	0.791781	0	0	0.022711	15.661482	0.58321	0.028684
2,019	41	49	9	F	NS	Term	185,410.960938	1.676712	0	0	0.001365	12.130335	0.984589	0.000814
2,012	55	104	50	F	U	Perm	587.432007	0.587432	0	0	0.232554	6.377461	0.462118	0.395882
2,013	34	37	4	M	S	Perm	9,921.348633	0.950685	0	0	0.000799	9.202545	0.668181	0.000841
2,015	25	55	31	F	S	Term	119,452.101563	1.194521	0	0	0.005781	11.690679	0.785964	0.00484
2,012	59	59	1	M	NS	ULSG	1,002,741	0.334247	0	0	0.000429	13.818249	0.288367	0.001284
2,017	45	61	17	M	S	UL	6,986.325195	0.093151	0	0	0.001011	8.851853	0.089064	0.01085
2,018	50	64	15	M	NS	Term	5,319,178	4.726027	0	0	0.024757	15.48683	1.745022	0.005238
2,016	62	73	12	F	NS	UL	74,885.304688	2.420765	0	0	0.020815	11.223726	1.229864	0.008599
2,013	36	81	46	M	U	Perm	2,189,507.75	65.321533	3	102,446	3.480859	14.599188	4.194515	0.053288
2,012	44	61	18	F	NS	Perm	1,213,116	0.303279	0	0	0.000935	14.008704	0.264883	0.003084

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